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		<title>WHO covid-19 status changed but still NZ’s infectious ‘number one killer’</title>
		<link>https://eveningreport.nz/2023/05/08/who-covid-19-status-changed-but-still-nzs-infectious-number-one-killer/</link>
		
		<dc:creator><![CDATA[Asia Pacific Report]]></dc:creator>
		<pubDate>Sun, 07 May 2023 14:17:56 +0000</pubDate>
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					<description><![CDATA[RNZ News The World Health Organisation’s decision to remove covid-19 as a global health emergency is the right move, epidemiologist Professor Michael Baker says. The organisation said the virus was now an established and ongoing health issue that no longer constituted a public health emergency of international concern. Professor Baker said the global status change ]]></description>
										<content:encoded><![CDATA[<p><a href="https://www.rnz.co.nz/news/national/" rel="nofollow"><em>RNZ News</em></a></p>
<p>The World Health Organisation’s decision to remove covid-19 as a global health emergency is the right move, epidemiologist Professor Michael Baker says.</p>
<p>The <a href="https://www.rnz.co.nz/news/world/489370/covid-global-health-emergency-is-over-who-says" rel="nofollow">organisation said</a> the virus was now an established and ongoing health issue that no longer constituted a public health emergency of international concern.</p>
<p>Professor Baker said the global status change made sense at this stage, but it did not impact on whether covid-19 was still a pandemic.</p>
<p>Covid-19 was still New Zealand’s number one killer when it came to infectious disease and people should make sure they were vaccinated and take sensible precautions, he said.</p>
<p>“There might be some scaling down in the international reporting of cases, but really it doesn’t make a difference to somewhere like New Zealand.</p>
<p>“It makes no practical difference whatsoever to how countries manage this infection.”</p>
<div class="photo-captioned photo-captioned-full photo-cntr eight_col">
<figure class="wp-caption alignnone"><img fetchpriority="high" decoding="async" src="https://rnz-ressh.cloudinary.com/image/upload/s--8SRHuUNm--/ar_16:10,c_fill,f_auto,g_auto,q_auto,w_1050/v1683318627/4L9FWDB_000_33CR6M6_jpg" alt="World Health Organisation chief Tedros Adhanom Ghebreyesus " width="1050" height="699"/><figcaption class="wp-caption-text">WHO chief Dr Tedros Adhanom Ghebreyesus says it is likely about 20 million people have died globally from covid-19. The organisation estimated there were about 3500 deaths a week by late April 2023. Image: RNZ Pacific/AFP</figcaption></figure>
</div>
<p><strong>1000 NZ deaths predicted this year</strong><br /><a href="https://www.rnz.co.nz/news/national/487620/covid-19-may-kill-1000-kiwis-cause-10-000-hospitalisations-in-2023-michael-baker" rel="nofollow">Professor Baker earlier said</a> that this year covid-19 was on track to kill some 1000 people in New Zealand and hospitalise around 10,000.</p>
<p>The threat of <a href="https://www.rnz.co.nz/news/national/487368/online-tool-launched-to-help-those-with-long-covid" rel="nofollow">long covid</a> also loomed — with one recent study suggesting as many as one in five New Zealanders reported lingering symptoms after their first infection.</p>
<p>He emphasised the need for caution in easing our few remaining protections.</p>
<p>The latest vaccine was one of the best things people could do to guard against the disease, because it included protection against omicron — the current dominant variant circulating in the community.</p>
<p>“You have to always think why the World Health Organisation assigned it [a global health emergency originally] and it’s really related to these certain criteria.</p>
<p>“It is about how severe and how unexpected [the disease is], but it’s really about whether an international response is needed and whether there’s potential for international spread.”</p>
<p><em><em><span class="caption">This article is republished under a community partnership agreement with RNZ.</span></em></em></p>
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<p>Article by <a href="https://www.asiapacificreport.nz/" target="_blank" rel="nofollow noopener">AsiaPacificReport.nz</a></p>
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		<title>Keith Rankin Analysis &#8211; Sweden and Covid19: Three Years after the World&#8217;s Attention</title>
		<link>https://eveningreport.nz/2023/04/13/keith-rankin-analysis-sweden-and-covid19-three-years-after-the-worlds-attention/</link>
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		<dc:creator><![CDATA[Keith Rankin]]></dc:creator>
		<pubDate>Thu, 13 Apr 2023 05:48:15 +0000</pubDate>
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		<guid isPermaLink="false">https://eveningreport.nz/?p=1080645</guid>

					<description><![CDATA[Analysis by Keith Rankin. Over Easter I relistened to Jim Mora&#8217;s RNZ interview (17 May 2020) of Johan Giesecke, &#8220;world leading epidemiologist&#8221; and Professor Emeritus at the Karolinska Institute in Stockholm, Sweden. In the period April to June 2020, Sweden gained notoriety for its divergent public health policies with respect to the management of the ]]></description>
										<content:encoded><![CDATA[<p style="font-weight: 400;">Analysis by Keith Rankin.</p>
<figure id="attachment_1075787" aria-describedby="caption-attachment-1075787" style="width: 230px" class="wp-caption alignleft"><a href="https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin.jpg"><img decoding="async" class="wp-image-1075787 size-medium" src="https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin-230x300.jpg" alt="" width="230" height="300" srcset="https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin-230x300.jpg 230w, https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin-783x1024.jpg 783w, https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin-768x1004.jpg 768w, https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin-1175x1536.jpg 1175w, https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin-696x910.jpg 696w, https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin-1068x1396.jpg 1068w, https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin-321x420.jpg 321w, https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin.jpg 1426w" sizes="(max-width: 230px) 100vw, 230px" /></a><figcaption id="caption-attachment-1075787" class="wp-caption-text">Keith Rankin, trained as an economic historian, is a retired lecturer in Economics and Statistics. He lives in Auckland, New Zealand.</figcaption></figure>
<p style="font-weight: 400;"><strong>Over Easter I relistened to <a href="https://www.rnz.co.nz/national/programmes/sunday/audio/2018746794/johan-giesecke-why-lockdowns-are-the-wrong-approach" data-saferedirecturl="https://www.google.com/url?q=https://www.rnz.co.nz/national/programmes/sunday/audio/2018746794/johan-giesecke-why-lockdowns-are-the-wrong-approach&amp;source=gmail&amp;ust=1681439564934000&amp;usg=AOvVaw0moqDTp_cx2A-zSx849wyV">Jim Mora&#8217;s RNZ interview</a> (17 May 2020) of Johan Giesecke, &#8220;world leading epidemiologist&#8221; and Professor Emeritus at the Karolinska Institute in Stockholm, Sweden.</strong> In the period April to June 2020, Sweden gained notoriety for its divergent public health policies with respect to the management of the Covid19 pandemic. People – <a href="https://eveningreport.nz/2020/04/09/keith-rankin-analysis-northern-european-mercantilism-and-the-covid-19-emergency/" data-saferedirecturl="https://www.google.com/url?q=https://eveningreport.nz/2020/04/09/keith-rankin-analysis-northern-european-mercantilism-and-the-covid-19-emergency/&amp;source=gmail&amp;ust=1681439564934000&amp;usg=AOvVaw31nStjZaNe9v3YwZLiOCBJ">including me</a> – widely pointed to Swedish authorities then as being more concerned about retaining a pretence of their economic normality rather than caring about people&#8217;s lives.</p>
<p style="font-weight: 400;">Swedish exceptionalism became a thing, again; this time seemingly for all the wrong reasons. Hitherto &#8216;progressive&#8217; New Zealanders had regarded Sweden as an exceptional policy exemplar; now it seemed to be an outlier of classical liberalism.</p>
<p style="font-weight: 400;">Here are two summary measures of pandemic and post-pandemic mortality; comparing Sweden with Finland, Germany, New Zealand and Japan:</p>
<table style="font-weight: 400;" width="504">
<tbody>
<tr>
<td width="131"><strong>Table 1</strong></td>
<td colspan="3" width="374"><strong>Increase in &#8216;All-Cause&#8217; Mortality</strong></td>
</tr>
<tr>
<td width="131"></td>
<td width="22"></td>
<td width="169">2019-23 cf.  2015-19*</td>
<td width="183">2022/23 cf. 2018/19°</td>
</tr>
<tr>
<td width="131"><strong>Sweden</strong></td>
<td width="22"></td>
<td width="169"><strong>2.4%</strong></td>
<td width="183"><strong>6.5%</strong></td>
</tr>
<tr>
<td width="131"><strong>Finland</strong></td>
<td width="22"></td>
<td width="169"><strong>7.3%</strong></td>
<td width="183"><strong>16.8%</strong></td>
</tr>
<tr>
<td width="131"><strong>Germany</strong></td>
<td width="22"></td>
<td width="169"><strong>8.1%</strong></td>
<td width="183"><strong>15.7%</strong></td>
</tr>
<tr>
<td colspan="2" width="152"><strong>New Zealand</strong></td>
<td width="169"><strong>8.4%</strong></td>
<td width="183"><strong>16.2%</strong></td>
</tr>
<tr>
<td width="131"><strong>Japan</strong></td>
<td width="22"><strong> </strong></td>
<td width="169"><strong>9.9%</strong></td>
<td width="183"><strong>18.1%</strong></td>
</tr>
<tr>
<td width="131"></td>
<td width="22">*</td>
<td colspan="2" width="352">quadrennial increase in total deaths</td>
</tr>
<tr>
<td width="131"></td>
<td width="22">°</td>
<td colspan="2" width="352">year to Jan 2023 increase cf. baseline year to May 2019</td>
</tr>
<tr>
<td colspan="4" width="504">source: <a href="http://ourworldindata.org/" data-saferedirecturl="https://www.google.com/url?q=http://ourworldindata.org&amp;source=gmail&amp;ust=1681439564934000&amp;usg=AOvVaw2jvsHNtN2h3gFiQhmvWR0a">ourworldindata.org</a></td>
</tr>
</tbody>
</table>
<p style="font-weight: 400;">We note that all these countries have rising populations of older people, so some increase in deaths was to be expected in all of them. Sweden had covid vaccination rates comparable with these other four representatives of &#8216;the rest of the civilised world&#8217;, so differences in vaccination uptake cannot explain its mortality difference.</p>
<p style="font-weight: 400;">It&#8217;s worth relistening to this Giesecke interview, now with the perspective of hindsight. The context is that, in the contest (as it was then framed) of Sweden versus the rest of the civilised world (with the World Health Organisation settling on the counter-Swedish majority view), Sweden has come out a clear winner. The scandal is the failure of &#8216;the rest of the civilised world&#8217; to acknowledge the statistical reality.</p>
<p style="font-weight: 400;">(Note that I use &#8216;civilised world&#8217; with mock irony. In New Zealand at least, few politicians or high-profile commentators believed that there could be anything New Zealand authorities could learn from the experiences of West Europe, South America, or Africa; instead, the policy elite contemptuously assumed such countries to be &#8216;basket cases&#8217;. See the use of this phrase in <a href="https://www.nzherald.co.nz/nz/1980s-days-of-greed-and-glamour/ADSAJWZDYSNNYKOQNZHNM3DXHU/" data-saferedirecturl="https://www.google.com/url?q=https://www.nzherald.co.nz/nz/1980s-days-of-greed-and-glamour/ADSAJWZDYSNNYKOQNZHNM3DXHU/&amp;source=gmail&amp;ust=1681439564934000&amp;usg=AOvVaw0Wp3zcmi7uIfy7jSc675B7">1980s: Days of greed and glamour</a>, <em>NZ Herald</em>, while noting that we are still waiting for a balanced history of the &#8216;Muldoon Years&#8217; referred to.)</p>
<p style="font-weight: 400;">Highlights from the 2020 Interview, and the interview itself can be heard here, and <strong><em>read in synopsis form</em></strong>: <a href="https://www.rnz.co.nz/national/programmes/sunday/audio/2018746794/johan-giesecke-why-lockdowns-are-the-wrong-approach" data-saferedirecturl="https://www.google.com/url?q=https://www.rnz.co.nz/national/programmes/sunday/audio/2018746794/johan-giesecke-why-lockdowns-are-the-wrong-approach&amp;source=gmail&amp;ust=1681439564934000&amp;usg=AOvVaw0moqDTp_cx2A-zSx849wyV">Johan Giesecke: Why lockdowns are the wrong approach</a>, <em>Radio New Zealand</em>, 17 May 2020.</p>
<p style="font-weight: 400;">Relating to points not covered in RNZ&#8217;s synopsis, Giesecke draws a direct comparison with Finland, which was pursuing a public health policy very close to New Zealand&#8217;s. His concern – shared by Finland&#8217;s state epidemiologist – was that the authorities&#8217; actions were creating a significantly vulnerable population in Finland.</p>
<p style="font-weight: 400;">Giesecke, from that May 2020 perspective, mentions that if a good vaccine would come quite soon then New Zealand&#8217;s outcome might be better than Sweden&#8217;s. The irony is that, while a good vaccine did indeed come quickly, New Zealand&#8217;s authorities were slow to embrace the vaccine as the answer; having already decided that New Zealand had eliminated the virus as per the China policy. Then, after New Zealand&#8217;s people were vaccinated, the government doubled down on the lockdowns, not at all trusting the vaccine to work as a <em>substitute</em> for lockdowns. (Indeed, New Zealand only abandoned its border-quarantine policy in 2022 because that policy failed on its own terms. Had the border policy been implemented without error, New Zealand presumably would have followed a set of draconian restrictions through 2022, with a timeline similar to that of China. New Zealand&#8217;s border mishaps proved to be a blessing in disguise.)</p>
<p style="font-weight: 400;">In mid-2020, Johan Giesecke&#8217;s main expectation was that the mortality experience of all countries in the OECD (essentially the rich western plus the rich eastern countries) would all be about the same; and that Sweden&#8217;s major benefit would be in its substantially lesser disruption to normal life.</p>
<p style="font-weight: 400;">Where Giesecke was wrong was that the OECD &#8216;WHO countries&#8217; (a label for the &#8216;civilised world other than Sweden&#8217;) ended up with substantially higher <em>increases</em> in deaths than did Sweden; he was wrong in a way that favoured Sweden rather more than he had expected.</p>
<p style="font-weight: 400;">The pandemic has nevertheless had an adverse impact on Sweden&#8217;s mortality. Sweden did experience the West European surge in deaths from respiratory illnesses late last year. Its people no more live in a bubble than do New Zealand&#8217;s. Overall though, Sweden got the win-win outcome: fewer deaths, and less social and economic dislocation. (David prevailed over Goliath.)</p>
<p style="font-weight: 400;">A very basic summary of the difference between the Swedish and the Goliath approaches is that Sweden focussed on its people whereas the prevalent strategy focused too much on the virus; the world by-and-large pursued a strategy of <a href="https://www.smh.com.au/politics/federal/australia-to-move-away-from-covid-exceptionalism-in-2023-plan-20221212-p5c5r9.html" data-saferedirecturl="https://www.google.com/url?q=https://www.smh.com.au/politics/federal/australia-to-move-away-from-covid-exceptionalism-in-2023-plan-20221212-p5c5r9.html&amp;source=gmail&amp;ust=1681439564934000&amp;usg=AOvVaw2xkcJIOHtukpDILFVud0rW">covid exceptionalism</a>. (One consequence of covid exceptionalism was that a death clinically ascribed to Covid19 became a more noteworthy death than most other deaths.) Sweden focussed on having people with good levels of immunity, whereas in 2021 much of the rest of the world went down the unhelpful path of obsessing over the various mutant variants of the novel coronavirus.</p>
<p style="font-weight: 400;">Giesecke clearly had a better understanding the history of human coronaviruses than most other epidemiologists; these are viruses for which specific immunity is short-lived, from which we top-up immunity naturally through living our daily lives in a normal manner, and for which vaccine-conferred immunity would also be short-lived.</p>
<p style="font-weight: 400;">Sweden understood the science better; indeed, the interview tells us that there was a substantial scientific contest of interpretations of the evidence in Sweden, a good sign that actual science was taking place. Not only did a number of Sweden&#8217;s scientists prove to be among the better predictors of the future, people such as Johan Giesecke were also much more prepared to offer humility to their own people and to the world if they had got it wrong.</p>
<p style="font-weight: 400;">I am still waiting for our authorities – including the scientists – to do a proper retrospective comparison of New Zealand (and other countries, as in my table above) and Sweden. I am still waiting for a little gracious humility from our authorities in Aotearoa New Zealand. Humility is an important characteristic of civilised behaviour.</p>
<p style="font-weight: 400;">In the middle of the interview, Jim Mora noted: &#8220;Our readers are quite fascinated with Sweden; I think the world is&#8221;. When and why did that fascination stop? Or is it just that Goliath&#8217;s information mediators stopped being fascinated when the &#8216;contest&#8217; moved in David&#8217;s favour?</p>
<p style="font-weight: 400;">&#8212;&#8212;&#8212;&#8212;-</p>
<p style="font-weight: 400;">Keith Rankin (keith at rankin dot nz), trained as an economic historian, is a retired lecturer in Economics and Statistics. He lives in Auckland, New Zealand.</p>
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		<title>Keith Rankin Analysis &#8211; Covid19 Post-Pandemic: Back to Normal?</title>
		<link>https://eveningreport.nz/2023/04/03/keith-rankin-analysis-covid19-post-pandemic-back-to-normal/</link>
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		<dc:creator><![CDATA[Keith Rankin]]></dc:creator>
		<pubDate>Mon, 03 Apr 2023 05:04:53 +0000</pubDate>
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					<description><![CDATA[&#160; Analysis by Keith Rankin. A pandemic can end in three ways. Either the death rates attributed to the pandemic disease cease, or at least drop back to pre-pandemic levels. Or normality is re-established, with the pandemic disease still present, but displacing other causes of death. Or a &#8216;new normal&#8217; is established, with higher ongoing ]]></description>
										<content:encoded><![CDATA[<p>&nbsp;</p>
<p style="font-weight: 400;">Analysis by Keith Rankin.</p>
<figure id="attachment_1075787" aria-describedby="caption-attachment-1075787" style="width: 230px" class="wp-caption alignleft"><a href="https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin.jpg"><img decoding="async" class="wp-image-1075787 size-medium" src="https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin-230x300.jpg" alt="" width="230" height="300" srcset="https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin-230x300.jpg 230w, https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin-783x1024.jpg 783w, https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin-768x1004.jpg 768w, https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin-1175x1536.jpg 1175w, https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin-696x910.jpg 696w, https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin-1068x1396.jpg 1068w, https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin-321x420.jpg 321w, https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin.jpg 1426w" sizes="(max-width: 230px) 100vw, 230px" /></a><figcaption id="caption-attachment-1075787" class="wp-caption-text">Keith Rankin, trained as an economic historian, is a retired lecturer in Economics and Statistics. He lives in Auckland, New Zealand.</figcaption></figure>
<p style="font-weight: 400;"><strong>A pandemic can end in three ways.</strong> Either the death rates attributed to the pandemic disease cease, or at least drop back to pre-pandemic levels. Or normality is re-established, with the pandemic disease still present, but displacing other causes of death. Or a &#8216;new normal&#8217; is established, with higher ongoing rates of death normalised.</p>
<p style="font-weight: 400;">So, to some extent, a pandemic&#8217;s duration is a state-of-mind; meaning that the post-pandemic period is when that &#8217;emergency&#8217; mindset has departed. To a large extent, that happens when the most burdensome public health restrictions become untenable; in New Zealand&#8217;s case, that was when the substantive closure of the international border finished. Deaths, covid or otherwise, may still be a problem, but they cease to be newsworthy!</p>
<p style="font-weight: 400;">For most of the world, the post-pandemic period started around February 2022. East Asia was the principal exception. Table 1 below shows mortality in the first year of the new normal.</p>
<p style="font-weight: 400;">
<table>
<tbody>
<tr>
<td colspan="2" width="236"><strong>Table 1: Back to Normal?</strong></td>
<td width="95">&nbsp;</td>
<td width="85">&nbsp;</td>
</tr>
<tr>
<td width="151">total deaths:</td>
<td width="85"><strong>2018/19*</strong></td>
<td width="95"><strong>2022/23**</strong></td>
<td width="85"><strong>increase</strong></td>
</tr>
<tr>
<td width="151">Macau</td>
<td width="85">2199</td>
<td width="95">3596</td>
<td width="85">63.53%</td>
</tr>
<tr>
<td width="151">Hong Kong</td>
<td width="85">47056</td>
<td width="95">62056</td>
<td width="85">31.88%</td>
</tr>
<tr>
<td width="151">Singapore</td>
<td width="85">21323</td>
<td width="95">26829</td>
<td width="85">25.82%</td>
</tr>
<tr>
<td width="151">Taiwan</td>
<td width="85">170483</td>
<td width="95">212665</td>
<td width="85">24.74%</td>
</tr>
<tr>
<td width="151">Thailand</td>
<td width="85">484272</td>
<td width="95">603662</td>
<td width="85">24.65%</td>
</tr>
<tr>
<td width="151">Iceland</td>
<td width="85">2180</td>
<td width="95">2702</td>
<td width="85">23.94%</td>
</tr>
<tr>
<td width="151">South Korea</td>
<td width="85">291529</td>
<td width="95">357298</td>
<td width="85">22.56%</td>
</tr>
<tr>
<td width="151">Chile</td>
<td width="85">107408</td>
<td width="95">130970</td>
<td width="85">21.94%</td>
</tr>
<tr>
<td width="151">Colombia</td>
<td width="85">236488</td>
<td width="95">285944</td>
<td width="85">20.91%</td>
</tr>
<tr>
<td width="151">Ireland</td>
<td width="85">30051</td>
<td width="95">35650</td>
<td width="85">18.63%</td>
</tr>
<tr>
<td width="151">Brazil</td>
<td width="85">1325677</td>
<td width="95">1569617</td>
<td width="85">18.40%</td>
</tr>
<tr>
<td width="151">Japan</td>
<td width="85">1360950</td>
<td width="95">1607011</td>
<td width="85">18.08%</td>
</tr>
<tr>
<td width="151">Northern Ireland</td>
<td width="85">14998</td>
<td width="95">17504</td>
<td width="85">16.71%</td>
</tr>
<tr>
<td width="151">Australia</td>
<td width="85">161466</td>
<td width="95">188155</td>
<td width="85">16.53%</td>
</tr>
<tr>
<td width="151">Scotland</td>
<td width="85">55633</td>
<td width="95">64807</td>
<td width="85">16.49%</td>
</tr>
<tr>
<td width="151">Malaysia</td>
<td width="85">171015</td>
<td width="95">199069</td>
<td width="85">16.40%</td>
</tr>
<tr>
<td width="151">Finland</td>
<td width="85">53458</td>
<td width="95">62112</td>
<td width="85">16.19%</td>
</tr>
<tr>
<td width="151">New Zealand</td>
<td width="85">33310</td>
<td width="95">38682</td>
<td width="85">16.13%</td>
</tr>
<tr>
<td width="151">Netherlands</td>
<td width="85">148356</td>
<td width="95">171826</td>
<td width="85">15.82%</td>
</tr>
<tr>
<td width="151">Germany</td>
<td width="85">925309</td>
<td width="95">1069924</td>
<td width="85">15.63%</td>
</tr>
<tr>
<td width="151">England &amp; Wales</td>
<td width="85">515610</td>
<td width="95">592677</td>
<td width="85">14.95%</td>
</tr>
<tr>
<td width="151">Norway</td>
<td width="85">39819</td>
<td width="95">45650</td>
<td width="85">14.64%</td>
</tr>
<tr>
<td width="151">Austria</td>
<td width="85">80544</td>
<td width="95">92325</td>
<td width="85">14.63%</td>
</tr>
<tr>
<td width="151">Canada</td>
<td width="85">279510</td>
<td width="95">319140</td>
<td width="85">14.18%</td>
</tr>
<tr>
<td width="151">Uruguay</td>
<td width="85">34655</td>
<td width="95">39512</td>
<td width="85">14.02%</td>
</tr>
<tr>
<td width="151">United States</td>
<td width="85">2812658</td>
<td width="95">3193088</td>
<td width="85">13.53%</td>
</tr>
<tr>
<td width="151">Greece</td>
<td width="85">122940</td>
<td width="95">139406</td>
<td width="85">13.39%</td>
</tr>
<tr>
<td width="151">Mexico</td>
<td width="85">726738</td>
<td width="95">819268</td>
<td width="85">12.73%</td>
</tr>
<tr>
<td width="151">Portugal</td>
<td width="85">111815</td>
<td width="95">124757</td>
<td width="85">11.57%</td>
</tr>
<tr>
<td width="151">Spain</td>
<td width="85">415025</td>
<td width="95">458846</td>
<td width="85">10.56%</td>
</tr>
<tr>
<td width="151">Switzerland</td>
<td width="85">66396</td>
<td width="95">73311</td>
<td width="85">10.41%</td>
</tr>
<tr>
<td width="151">Italy</td>
<td width="85">641280</td>
<td width="95">705564</td>
<td width="85">10.02%</td>
</tr>
<tr>
<td width="151">Israel</td>
<td width="85">45488</td>
<td width="95">49996</td>
<td width="85">9.91%</td>
</tr>
<tr>
<td width="151">Denmark</td>
<td width="85">53578</td>
<td width="95">58826</td>
<td width="85">9.80%</td>
</tr>
<tr>
<td width="151">Peru</td>
<td width="85">157650</td>
<td width="95">172825</td>
<td width="85">9.63%</td>
</tr>
<tr>
<td width="151">France</td>
<td width="85">591364</td>
<td width="95">647762</td>
<td width="85">9.54%</td>
</tr>
<tr>
<td width="151">Czechia</td>
<td width="85">110671</td>
<td width="95">120448</td>
<td width="85">8.83%</td>
</tr>
<tr>
<td width="151">Slovenia</td>
<td width="85">20603</td>
<td width="95">22307</td>
<td width="85">8.27%</td>
</tr>
<tr>
<td width="151">Belgium</td>
<td width="85">107810</td>
<td width="95">116284</td>
<td width="85">7.86%</td>
</tr>
<tr>
<td width="151">Slovakia</td>
<td width="85">54017</td>
<td width="95">58196</td>
<td width="85">7.74%</td>
</tr>
<tr>
<td width="151">Poland</td>
<td width="85">405241</td>
<td width="95">435401</td>
<td width="85">7.44%</td>
</tr>
<tr>
<td width="151">Sweden</td>
<td width="85">88633</td>
<td width="95">94436</td>
<td width="85">6.55%</td>
</tr>
<tr>
<td width="151">South Africa</td>
<td width="85">527630</td>
<td width="95">561992</td>
<td width="85">6.51%</td>
</tr>
<tr>
<td width="151">Egypt</td>
<td width="85">570015</td>
<td width="95">605500</td>
<td width="85">6.23%</td>
</tr>
<tr>
<td width="151">Croatia</td>
<td width="85">52144</td>
<td width="95">55093</td>
<td width="85">5.66%</td>
</tr>
<tr>
<td width="151">Albania</td>
<td width="85">21717</td>
<td width="95">22900</td>
<td width="85">5.45%</td>
</tr>
<tr>
<td width="151">Hungary</td>
<td width="85">131229</td>
<td width="95">135090</td>
<td width="85">2.94%</td>
</tr>
<tr>
<td width="151">Kazakhstan</td>
<td width="85">131089</td>
<td width="95">134709</td>
<td width="85">2.76%</td>
</tr>
<tr>
<td width="151">Bulgaria</td>
<td width="85">109175</td>
<td width="95">112080</td>
<td width="85">2.66%</td>
</tr>
<tr>
<td width="151">Serbia</td>
<td width="85">101699</td>
<td width="95">104390</td>
<td width="85">2.65%</td>
</tr>
<tr>
<td width="151">Romania</td>
<td width="85">263338</td>
<td width="95">270222</td>
<td width="85">2.61%</td>
</tr>
<tr>
<td width="151">Moldova</td>
<td width="85">37314</td>
<td width="95">36554</td>
<td width="85">-2.04%</td>
</tr>
<tr>
<td width="151">&nbsp;</td>
<td width="85">&nbsp;</td>
<td width="95">&nbsp;</td>
<td width="85">&nbsp;</td>
</tr>
<tr>
<td width="151">*</td>
<td colspan="3" width="265">year ended April 2019</td>
</tr>
<tr>
<td width="151">**</td>
<td colspan="3" width="265">latest available 12-month period</td>
</tr>
</tbody>
</table>
<p style="font-weight: 400;">
<p style="font-weight: 400;">Table 1 shows a number of countries&#8217; most recent annual death tallies compared with the year ended April 2019, the best baseline period available. May 2018 to April 2019 was chosen because it represents the first full year after the silent influenza pandemic of November 2016 to April 2018. While not a media event, that largely invisible 2017 pandemic was a substantial mortality event, at least in the &#8216;global north&#8217;. A pandemic does not require an authentication from WHO to be an actual pandemic. A pandemic is simply a globally widespread experience of a disruptive contagious disease.</p>
<p style="font-weight: 400;">Broadly, Table 1 shows the countries which followed &#8216;elimination strategies&#8217; near the top for post-pandemic mortality. Not only did countries in the east of the eastern hemisphere (including Aotearoa New Zealand) pursue the most stringent anti-covid policies (and practiced them for the longest time periods), some  prematurely claimed to have eliminated (though not eradicated) the disease. For some in East Asia, the 2003 experience of SARS was uppermost in health officials&#8217; minds.</p>
<p style="font-weight: 400;">Table 1 also shows that some of the countries worst-hit by the pandemic (especially those in the Southeast European &#8216;Balkans&#8217;) have returned to death tallies comparable with base-year numbers. If South Africa and Egypt are a suitable guide, that return to health normality applies to Africa as well.</p>
<p style="font-weight: 400;">The only West European countries with post-pandemic deaths under nine percent more than pre-pandemic deaths are Sweden and Belgium, both countries with high covid death tallies in the first wave of the pandemic, but well below European mortality averages in the second year of the pandemic. Sweden&#8217;s 6.55% increase actually overstates its situation by about two percentage points, because, more than in most other countries, deaths there were particularly and unusually low from May 2018 until the start of the pandemic. Also, Australia&#8217;s 16.53% is an overstatement, probably by at least two percentage points; this is because tardy Australia&#8217;s most recent annual deaths&#8217; data includes the months of December 2021 and January 2022, both high mortality months compared to the following December and January.</p>
<p style="font-weight: 400;">New Zealand&#8217;s most recent death data uses December 2022 and January 2023, not December 2021 and January 2022. In contrast to Australia, New Zealand&#8217;s Table 1 increased mortality experience is understated by a percentage point, because March and April 2019 (included in the pre-pandemic baseline year) had somewhat higher deaths than those same months in 2018. If we had used a baseline year from March 2018 to February 2019, then New Zealand would have had a mortality increase of 17.40%, not 16.13%.</p>
<p style="font-weight: 400;">Re East Asia, the numbers for Macau and Hong Kong give a hint of the recent reality in China. For that region we should note also that the South Korea increase in Table 1 (22.56%) is a substantial understatement of reality, because South Korea has not reported &#8216;total deaths&#8217; after July 2022, and we know that Korea has had many covid cases since then.</p>
<p style="font-weight: 400;">We also note that post-pandemic death tallies are high for Japan, Ireland, Scotland, Iceland, and Finland. These are all countries which, for their regions, were known for their more restrictive public health policies. Finland was widely acclaimed for being the most restrictive of the Nordic countries during the pandemic years. (We also note that Finland had many more deaths than Norway both pre-pandemic and post-pandemic, despite having about the same population as Norway; it suggests that many more young Finns are working abroad than young Norwegians. Likewise, we see that New Zealand has more deaths than Ireland, despite both countries having essentially the same population.)</p>
<p style="font-weight: 400;">Germany, which has had a particularly worrying recent run of deaths, in Table 1 is not out of step with its western neighbours; although we should note that southern Western Europe has generally had a post-pandemic more normal than northern Western Europe (Sweden excepted).</p>
<p style="font-weight: 400;">The critical question, looking to 2023 and 2024, is whether, for the countries towards the top of Table 1, the pandemic has triggered a new normal with persistently higher mortality than in the 2010s&#8217; decade. Or have these countries simply experienced a delayed pandemic mortality experience which will soon subside? If the latter, then we should expect a substantial mortality drop in East Asia and West Europe in the year to April 2024.</p>
<p style="font-weight: 400;"><strong>Demography and the challenges of predicting the pandemic&#8217;s influence on 2020s&#8217; mortality</strong></p>
<p style="font-weight: 400;">Demography is a complex subject. Pandemic death rates <em>per capita</em> were high in Eastern Europe because those countries have lost many of their young people to emigration. <em>Increases</em> in death tallies, however, were never so high in those countries. The demography of Europe is particularly complex because many of their older people were born either side of, or during, World War Two; a war with substantial demographic consequences which have not yet fully played out.</p>
<p style="font-weight: 400;">The Scandinavian countries in particular had diverse experiences in that war. Sweden was neutral, Norway and Denmark were occupied, while Finland was successively friend and foe to the allied powers. So the change in the number of older people may differ in Sweden compared to the others. Nevertheless, Sweden still compares well with the other neutral countries: Switzerland, Ireland, Spain and Portugal. (Though noting that Spain had its own especially large demographic trauma in 1936 to 1939.)</p>
<p style="font-weight: 400;">Another problem in unravelling the demographics of Europe is the substantial international migration between present and former European Union countries, and immigration from former (or present) empire countries. So many people these days die in different countries from which they were born. We know little about the different pandemic and post-pandemic death experiences of immigrants compared to people born in the country of their death.</p>
<p style="font-weight: 400;">In most countries deaths in 2022/23 would have been higher compared to 2018/19. The main determinant of death rates is the numbers of people in the oldest age cohorts. About half of all deaths in most countries are of people in their eighties. So the biggest increases, for reasons other than the pandemic, would be due to the rate of increase or decrease of a country&#8217;s population of octogenarians. Some countries will have significantly fewer octogenarians after the pandemic, because the pandemic itself took so many.</p>
<p style="font-weight: 400;">The second most important reason for changing death tallies is the underlying health of the people. Pandemics take more people in countries which already have substantial populations – especially populations in the 65 to 74 age group – with compromised pre-pandemic health or compromised general immunity. In pandemic years, the main reason for more death is worse underlying health. In other years changes in health status may either accentuate or offset changes in the numbers of people over eighty. While there are health-compromised people of all ages, compromised health – high morbidity or low general immunity – is more likely to have prematurely fatal consequences for people aged 65 to 74.</p>
<p style="font-weight: 400;">To summarise the two previous paragraphs, I would argue that the two main predictors of a country&#8217;s normal death tally are the numbers of octogenarians in the population, and the numbers of people in the population aged 65 to 74 with compromised health or general immunity. (In addition, some developing countries still have unacceptably high levels of infant mortality.)</p>
<p style="font-weight: 400;">The two key aspects of the health status of living populations are morbidity and immunity. The countries which fare best in a novel virus pandemic (or from wave pandemics of pathogens which induce only-short-lived specific immunity) are those with low morbidity and high general immunity. With respect to the present post-pandemic period, the covid coronavirus increased both the morbidity and the immunity of populations. Where these two increases balance out, then a new normal appears which looks substantially like the old normal.</p>
<p style="font-weight: 400;">Before the twentieth century, people living rurally were more likely to experience longevity. That changed in the twentieth century, when people living in metropolises gained super-high-immunity levels from living in close proximity to each other (improving immunity); and urbanised populations experienced reduced morbidity as a result of access to a wider range of foods, from more timely access to healthcare services, less exposure to conditions such as malaria, and safer supplies of drinking water.</p>
<p style="font-weight: 400;">Big cities still reduce life outcomes for people immigrating from rural areas; for people not yet adapted to city levels of exposure to pathogens, and often having to settle for inferior housing and employment experiences. When governments tamper with the finely-tuned immunity equilibria in our big cities, the potential for deadly unintended consequences has always been there. Such tampering may include the required overuse of facemasks, and the creation of fear around the use of public transport.</p>
<p style="font-weight: 400;">The post-pandemic experience of East Asia is not a particularly good advertisement for disruptive public health practices. Sweden was conspicuous by taking the opposite policy tack from that taken in East Asia, minimising disruptions from normal social interaction. Sweden&#8217;s different approach was not a result of its greater wisdom or greater laisse-faire liberality; rather it was a result of a mistaken assumption that, by mid-March 2020, many more people had already been infected by the new coronavirus (making it too late for restrictive policies) than actually had been infected.</p>
<p style="font-weight: 400;">
<p style="font-weight: 400;"><strong>The interregnum between the two recent respiratory pandemics</strong></p>
<p style="font-weight: 400;">Finally, it is worthwhile to suggest reasons why deaths in much of the developed world were especially low from May 2018 to February 2020; a phenomenon particularly marked in Sweden. This was most likely because of the 2017 influenza pandemic – the invisible pandemic (invisible even to demographers, then more attentive to issues other than heightened seasonal mortality). This world disease event left populations more immune, and (because that pandemic took so many) it meant that the post-influenza 2018 population was more healthy and had more immunity than the pre-pandemic 2016 population.</p>
<p style="font-weight: 400;">It is normal for post-pandemic death rates to be low for a couple of years. Indeed, it was true around 1919 and 1920, after the great influenza pandemic of 1918. Will it prove to be so this time, from 2023 to say 2025? We should be watching aggregate mortality – in our own countries and other countries – with as great interest as we watch the inflation, unemployment and economic growth data.</p>
<p style="font-weight: 400;">*******</p>
<p style="font-weight: 400;">Keith Rankin (keith at rankin dot nz), trained as an economic historian, is a retired lecturer in Economics and Statistics. He lives in Auckland, New Zealand.</p>
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		<title>Keith Rankin Chart Analysis &#8211; The Pandemic: Young Elderly Deaths in Europe, USA and New Zealand</title>
		<link>https://eveningreport.nz/2023/03/27/keith-rankin-chart-analysis-the-pandemic-young-elderly-deaths-in-europe-usa-and-new-zealand/</link>
					<comments>https://eveningreport.nz/2023/03/27/keith-rankin-chart-analysis-the-pandemic-young-elderly-deaths-in-europe-usa-and-new-zealand/#respond</comments>
		
		<dc:creator><![CDATA[Keith Rankin]]></dc:creator>
		<pubDate>Mon, 27 Mar 2023 02:39:17 +0000</pubDate>
				<category><![CDATA[Analysis]]></category>
		<category><![CDATA[Analysis Assessment]]></category>
		<category><![CDATA[Austria]]></category>
		<category><![CDATA[Coronavirus]]></category>
		<category><![CDATA[Covid deaths]]></category>
		<category><![CDATA[covid mortality]]></category>
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		<guid isPermaLink="false">https://eveningreport.nz/?p=1080322</guid>

					<description><![CDATA[&#160; Analysis by Keith Rankin. The &#8216;Young Elderly&#8217; are in essence the post-war baby-boomers. An average young elderly person in these charts was born around 1950 to 1952. The charts look at &#8216;quarterly excess deaths&#8217;, so do not show week-by-week fluctuations in deaths. For example, data for the very end of 2022 covers the whole ]]></description>
										<content:encoded><![CDATA[<p>&nbsp;</p>
<p style="font-weight: 400;">Analysis by Keith Rankin.</p>
<figure id="attachment_1080323" aria-describedby="caption-attachment-1080323" style="width: 1527px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2023/03/GermanyNZ65-74.png"><img loading="lazy" decoding="async" class="size-full wp-image-1080323" src="https://eveningreport.nz/wp-content/uploads/2023/03/GermanyNZ65-74.png" alt="" width="1527" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2023/03/GermanyNZ65-74.png 1527w, https://eveningreport.nz/wp-content/uploads/2023/03/GermanyNZ65-74-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2023/03/GermanyNZ65-74-1024x670.png 1024w, https://eveningreport.nz/wp-content/uploads/2023/03/GermanyNZ65-74-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2023/03/GermanyNZ65-74-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2023/03/GermanyNZ65-74-741x486.png 741w, https://eveningreport.nz/wp-content/uploads/2023/03/GermanyNZ65-74-1068x699.png 1068w, https://eveningreport.nz/wp-content/uploads/2023/03/GermanyNZ65-74-642x420.png 642w" sizes="auto, (max-width: 1527px) 100vw, 1527px" /></a><figcaption id="caption-attachment-1080323" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<p style="font-weight: 400;">The &#8216;Young Elderly&#8217; are in essence the post-war baby-boomers. An average young elderly person in these charts was born around 1950 to 1952.</p>
<p style="font-weight: 400;">The charts look at &#8216;quarterly excess deaths&#8217;, so do not show week-by-week fluctuations in deaths. For example, data for the very end of 2022 covers the whole of the last three months of 2022.</p>
<p style="font-weight: 400;">As in my previous recent charts (see my <strong><a href="https://eveningreport.nz/2023/03/14/keith-rankin-analysis-germanys-deadliest-weeks-since-world-war-two/" data-saferedirecturl="https://www.google.com/url?q=https://eveningreport.nz/2023/03/14/keith-rankin-analysis-germanys-deadliest-weeks-since-world-war-two/&amp;source=gmail&amp;ust=1679966924918000&amp;usg=AOvVaw2rLt8vutypdPJnSInb_Hop">Spiralling Deaths in Germany</a>, <em>Evening Report</em>, 14 March 2023; and <a href="https://eveningreport.nz/2023/03/12/keith-rankin-chart-analysis-death-spikes-and-covid-dissonance-examples-of-germany-and-denmark/" data-saferedirecturl="https://www.google.com/url?q=https://eveningreport.nz/2023/03/12/keith-rankin-chart-analysis-death-spikes-and-covid-dissonance-examples-of-germany-and-denmark/&amp;source=gmail&amp;ust=1679966924918000&amp;usg=AOvVaw3msV6IICkX_Lo07tY7fF_s">Examples of Germany and Denmark</a>, <em>Evening Report</em>, 12 March 2023</strong>), I have emphasised Germany, because late-pandemic mortality has been so bad there. And because Germany&#8217;s differences with the rest of Europe create a very useful point for epidemiological analysis.</p>
<p style="font-weight: 400;">In the first chart (above), of the countries shown only Germany and New Zealand had excess deaths <em>in this age group</em> below ten percent <em>in the first six months of Covid19</em>. The United Kingdom was easily worst then.</p>
<p style="font-weight: 400;">The United States had a really bad pandemic, for two years from April 2020 to April 2022. But, subsequently, for nearly two years since April 2021 Germany has been for the most part easily the most deathly of these countries, <strong><em>for the young elderly</em></strong>, with only the USA contesting Germany for this dubious honour. For some of 2022, New Zealand was in second place out of these seven countries.</p>
<p style="font-weight: 400;">We note that Belgium, Netherlands and France all had high death rates early in the pandemic, but have subsequently had much lower death rates than Germany for this age group.</p>
<p style="font-weight: 400;">The two obvious avenues for investigation are diet (the French surely have a more healthy diet?) and differences in the policy responses to the Covid19 pandemic. My understanding is that, while all countries had similar public health restrictions during the peak weeks of Covid19, Germany was much the slowest of these countries to remove mandated public health measures. Germany&#8217;s <strong><em>abundance of caution</em></strong> may have backfired big-time. Yet the only reason given <a href="https://www.dw.com/en/winter-illnesses-burden-germanys-intensive-care-units/a-64135331" data-saferedirecturl="https://www.google.com/url?q=https://www.dw.com/en/winter-illnesses-burden-germanys-intensive-care-units/a-64135331&amp;source=gmail&amp;ust=1679966924918000&amp;usg=AOvVaw3Lka0mrcX9Clv717co7hub">here</a> (on <em>Deutcshe Welle</em>) is: &#8220;that diseases other than Covid19 are bouncing back because fewer people are wearing masks amid a general relaxation of pandemic rules in comparison with the past two years&#8221;. There is no hint of comparative analysis in this particular <em>DW</em> media report.</p>
<figure id="attachment_1080324" aria-describedby="caption-attachment-1080324" style="width: 1527px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2023/03/Germany65-74.png"><img loading="lazy" decoding="async" class="size-full wp-image-1080324" src="https://eveningreport.nz/wp-content/uploads/2023/03/Germany65-74.png" alt="" width="1527" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2023/03/Germany65-74.png 1527w, https://eveningreport.nz/wp-content/uploads/2023/03/Germany65-74-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2023/03/Germany65-74-1024x670.png 1024w, https://eveningreport.nz/wp-content/uploads/2023/03/Germany65-74-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2023/03/Germany65-74-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2023/03/Germany65-74-741x486.png 741w, https://eveningreport.nz/wp-content/uploads/2023/03/Germany65-74-1068x699.png 1068w, https://eveningreport.nz/wp-content/uploads/2023/03/Germany65-74-642x420.png 642w" sizes="auto, (max-width: 1527px) 100vw, 1527px" /></a><figcaption id="caption-attachment-1080324" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<p style="font-weight: 400;">The second chart compares Germany with its four nearest Eastern European countries, and with the two Mediterranean countries which were the first to experience substantially elevated pandemic death rates.</p>
<p style="font-weight: 400;">For the young elderly &#8216;boomers&#8217;, Spain and Italy show quite the opposite pattern to Germany; they started with high death rates and then moved to generally lower rates. Both had summer mortality peaks in 2022, to some extent due to the summer heat waves but mainly due to the rebounding of tourism with Covid19 still present. Covid19 flourishes in bars and restaurants, and in airport terminals.</p>
<p style="font-weight: 400;">The eastern countries had more deaths overall in the middle seasons of the pandemic, despite (or maybe <strong><em>because of</em></strong>) the success of the measures taken in the early months of the pandemic. Also, for these countries, with lower life expectancies than their western neighbours, the young elderly are on average closer to their eventual deathdays. It is important to note that these eastern countries had the fewest pandemic-related deaths after March 2022. Presumably their people most at risk of dying had already died, and the remainder had higher natural immunity to respiratory illnesses than did the older citizenry of Germany. (I am not aware that Polish, Bohemian or Hungarian cuisine is particularly noted for its health benefits, in contrast to the much-touted Mediterranean diets; so a better diet is probably not the reason.)</p>
<figure id="attachment_1080325" aria-describedby="caption-attachment-1080325" style="width: 1527px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2023/03/Austria65-74.png"><img loading="lazy" decoding="async" class="size-full wp-image-1080325" src="https://eveningreport.nz/wp-content/uploads/2023/03/Austria65-74.png" alt="" width="1527" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2023/03/Austria65-74.png 1527w, https://eveningreport.nz/wp-content/uploads/2023/03/Austria65-74-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2023/03/Austria65-74-1024x670.png 1024w, https://eveningreport.nz/wp-content/uploads/2023/03/Austria65-74-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2023/03/Austria65-74-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2023/03/Austria65-74-741x486.png 741w, https://eveningreport.nz/wp-content/uploads/2023/03/Austria65-74-1068x699.png 1068w, https://eveningreport.nz/wp-content/uploads/2023/03/Austria65-74-642x420.png 642w" sizes="auto, (max-width: 1527px) 100vw, 1527px" /></a><figcaption id="caption-attachment-1080325" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<p style="font-weight: 400;">There is one other country with a similar pandemic death-profile to Germany; its southern geographic and cultural neighbour, Austria. The final chart here shows the smaller countries of western and central Europe, plus New Zealand. (Australia and Sweden do not provide age-group data.)</p>
<p style="font-weight: 400;">First we note that Austria and its neighbours Slovenia and Switzerland start out closely synchronised. Switzerland drops off Austria&#8217;s high young-elderly mortality path from March 2021, and Slovenia drops off a year later (though has a high summer peak in line with its Italian neighbour). The Scandinavian countries had generally low death rates for the young-elderly age group. (They did however see rising deaths from mid-2021 for the older elderly.)</p>
<p style="font-weight: 400;">Any valid epidemiological analysis for <strong><em>Germany&#8217;s 2022 tragedy</em></strong> needs to take into account the similar experience of Austria, as well as the generally different experiences of the other European and neo-European countries.</p>
<p style="font-weight: 400;">The United States still has a worse overall pandemic record than Germany, for the young elderly. The worry for Germany, though, is that the reasons for its really bad 2022 have not necessarily been resolved; 2023 may be just as bad. Time will tell; so long as an asteroid strike or a nuclear war don’t displace infectious diseases as drivers of excess mortality in Europe.</p>
<p><center>*******</center></p>
<p style="font-weight: 400;">Keith Rankin (keith at rankin dot nz), trained as an economic historian, is a retired lecturer in Economics and Statistics. He lives in Auckland, New Zealand.</p>
<p style="font-weight: 400;"><a href="https://www.dw.com/en/winter-illnesses-burden-germanys-intensive-care-units/a-64135331" data-saferedirecturl="https://www.google.com/url?q=https://www.dw.com/en/winter-illnesses-burden-germanys-intensive-care-units/a-64135331&amp;source=gmail&amp;ust=1679966924918000&amp;usg=AOvVaw3Lka0mrcX9Clv717co7hub">https://www.dw.com/en/winter-illnesses-burden-germanys-intensive-care-units/a-64135331</a></p>
<p style="font-weight: 400;"><a href="https://www.dw.com/en/top-german-virologist-says-covid-19-pandemic-is-over/a-64214994" data-saferedirecturl="https://www.google.com/url?q=https://www.dw.com/en/top-german-virologist-says-covid-19-pandemic-is-over/a-64214994&amp;source=gmail&amp;ust=1679966924918000&amp;usg=AOvVaw04IYTSPzrsp5rCKr67HLy2">https://www.dw.com/en/top-german-virologist-says-covid-19-pandemic-is-over/a-64214994</a></p>
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		<title>Keith Rankin Analysis &#8211; Germany&#8217;s Deadliest Weeks since World War Two?</title>
		<link>https://eveningreport.nz/2023/03/14/keith-rankin-analysis-germanys-deadliest-weeks-since-world-war-two/</link>
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		<dc:creator><![CDATA[Keith Rankin]]></dc:creator>
		<pubDate>Mon, 13 Mar 2023 21:19:25 +0000</pubDate>
				<category><![CDATA[Analysis]]></category>
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					<description><![CDATA[Analysis by Keith Rankin. Germany&#8217;s Deadliest Weeks since World War Two? &#8211; Spiralling Deaths in Germany The four weeks ending 8 January 2023 have seen easily the most deaths in Germany of any four‑week period since 2015. The worst week was the week ending Christmas Day, with 28,481 deaths. While it&#8217;s hard to compare with pre-1990 ]]></description>
										<content:encoded><![CDATA[<p>Analysis by Keith Rankin.</p>
<p style="font-weight: 400;"><strong>Germany&#8217;s Deadliest Weeks since World War Two? &#8211; </strong><strong>Spiralling Deaths in Germany</strong></p>
<p>The four weeks ending 8 January 2023 have seen easily the most deaths in Germany of any four‑week period since 2015. The worst week was the week ending Christmas Day, with 28,481 deaths. While it&#8217;s hard to compare with pre-1990 years, due to the East Germany question, it may well be that this week last December had a greater percentage of excess deaths than any other week since the last world war.</p>
<p>Baseline weekly deaths for 2022 would have been just over 17,000; a baseline of 68,700 for four weeks, as shown in Table 1.  Therefore, winter illnesses have raised peak deaths at the end of 2022 to 65 percent above what they would have been in a normal non-winter week.</p>
<table style="font-weight: 400;" width="623">
<tbody>
<tr>
<td colspan="3" width="481"><strong>Table 1: Germany Epidemic Death Peaks from 2015</strong></td>
<td width="38"><strong> </strong></td>
<td width="104"></td>
</tr>
<tr>
<td width="132"><strong>Deaths for 4 Weeks</strong></td>
<td width="113"><strong>Period End-Date</strong></td>
<td colspan="2" width="274"><strong>Worst Week Toll</strong></td>
<td width="104"><strong>Week End-Date</strong></td>
</tr>
<tr>
<td width="132">106,226</td>
<td width="113">8/01/2023</td>
<td width="236"><strong>winter wave 2022/23</strong></td>
<td width="38"><strong>28,421</strong></td>
<td width="104"><strong>25/12/2022</strong></td>
</tr>
<tr>
<td width="132">100,738</td>
<td width="113">10/01/2021</td>
<td width="236">3rd classic wave [Covid19]</td>
<td width="38">25,554</td>
<td width="104">27/12/2020</td>
</tr>
<tr>
<td width="132">99,585</td>
<td width="113">18/03/2018</td>
<td width="236">influenza &#8216;pandemic&#8217; 2018</td>
<td width="38">26,777</td>
<td width="104">11/03/2018</td>
</tr>
<tr>
<td width="132">94,499</td>
<td width="113">19/12/2021</td>
<td width="236">delta wave [Covid19]</td>
<td width="38">24,185</td>
<td width="104">5/12/2021</td>
</tr>
<tr>
<td width="132">91,333</td>
<td width="113">26/02/2017</td>
<td width="236">influenza &#8216;pandemic&#8217; 2017</td>
<td width="38">23,640</td>
<td width="104">5/02/2017</td>
</tr>
<tr>
<td width="132">91,259</td>
<td width="113">15/03/2015</td>
<td width="236">epidemic influenza 2015</td>
<td width="38">23,598</td>
<td width="104">8/03/2015</td>
</tr>
<tr>
<td width="132">85,418</td>
<td width="113">30/10/2022</td>
<td width="236"><strong>autumn wave 2022</strong></td>
<td width="38"><strong>21,771</strong></td>
<td width="104"><strong>23/10/2022</strong></td>
</tr>
<tr>
<td width="132">84,634</td>
<td width="113">3/04/2022</td>
<td width="236"><strong>omicron wave [Covid19]</strong></td>
<td width="38"><strong>21,347</strong></td>
<td width="104"><strong>20/03/2022</strong></td>
</tr>
<tr>
<td width="132">81,742</td>
<td width="113">10/03/2019</td>
<td width="236">epidemic influenza 2019</td>
<td width="38">20,790</td>
<td width="104">3/03/2019</td>
</tr>
<tr>
<td width="132">80,947</td>
<td width="113">14/08/2022</td>
<td width="236"><strong>summer wave 2022</strong></td>
<td width="38"><strong>20,952</strong></td>
<td width="104"><strong>24/07/2022</strong></td>
</tr>
<tr>
<td width="132">80,564</td>
<td width="113">12/04/2020</td>
<td width="236">1st classic wave [Covid19]</td>
<td width="38">20,662</td>
<td width="104">5/04/2020</td>
</tr>
<tr>
<td width="132">77,264</td>
<td width="113">9/05/2021</td>
<td width="236">alpha wave [Covid19]</td>
<td width="38">19,555</td>
<td width="104">2/05/2021</td>
</tr>
<tr>
<td width="132">75,611</td>
<td width="113">27/03/2016</td>
<td width="236">influenza peak 2016</td>
<td width="38">18,971</td>
<td width="104">20/03/2016</td>
</tr>
<tr>
<td width="132">74,079</td>
<td width="113">19/08/2018</td>
<td width="236">summer peak 2018</td>
<td width="38">20,371</td>
<td width="104">5/08/2018</td>
</tr>
<tr>
<td width="132">72,182</td>
<td width="113">23/08/2020</td>
<td width="236">2nd classic wave, summer [Covid19]</td>
<td width="38">19,720</td>
<td width="104">16/08/2020</td>
</tr>
<tr>
<td width="132">70,060</td>
<td width="113">11/08/2019</td>
<td width="236">summer peak 2019</td>
<td width="38">19,630</td>
<td width="104">28/07/2019</td>
</tr>
<tr>
<td width="132"></td>
<td width="113"></td>
<td width="236"></td>
<td width="38"></td>
<td width="104"></td>
</tr>
<tr>
<td colspan="3" width="481">source: <a href="http://ourworldindata.org/excess-mortality-covid" data-saferedirecturl="https://www.google.com/url?q=http://ourworldindata.org/excess-mortality-covid&amp;source=gmail&amp;ust=1678826655248000&amp;usg=AOvVaw1DAWoVfkQaHbm8Teqdy57r">ourworldindata.org/excess-mortality-covid</a> &#8220;Deaths from all causes&#8221;</td>
<td width="38"></td>
<td width="104"></td>
</tr>
<tr>
<td width="132"></td>
<td width="113"></td>
<td width="236">&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8211;</td>
<td width="38"></td>
<td width="104"></td>
</tr>
<tr>
<td colspan="4" width="519">Baselines, based on trend growth in deaths arising from an aging population:</td>
<td width="104"></td>
</tr>
<tr>
<td width="132"></td>
<td width="113"></td>
<td width="236">2015 baseline 4-weekly deaths =</td>
<td width="38">63,000</td>
<td width="104"></td>
</tr>
<tr>
<td width="132"></td>
<td width="113"></td>
<td width="236">2023 baseline 4-weekly deaths =</td>
<td width="38">68,700</td>
<td width="104"></td>
</tr>
<tr>
<td width="132"></td>
<td width="113"></td>
<td width="236"></td>
<td width="38"></td>
<td width="104"></td>
</tr>
</tbody>
</table>
<p style="font-weight: 400;">While the December 2022 statistic is remarkable, it seems that most Germans themselves are not aware of this. Many people suffering individual tragedies will typically not be aware if their &#8216;micro&#8217; tragedy is part of a much bigger &#8216;macro&#8217; tragedy. This <em>DW</em> story (23 Jan 2023) <a href="https://www.dw.com/en/the-impossible-task-of-calculating-global-pandemic-deaths/a-64468740" data-saferedirecturl="https://www.google.com/url?q=https://www.dw.com/en/the-impossible-task-of-calculating-global-pandemic-deaths/a-64468740&amp;source=gmail&amp;ust=1678826655248000&amp;usg=AOvVaw1UFVGCZwpJqOFxC3VuIVh1">The impossible task of calculating global pandemic deaths</a>, only looks at 2020 and 2021, and gives no commentary on the Germany chart included. The best I can find on <em>DW</em> discussing the health situation in Germany last December is: <a href="https://www.dw.com/en/winter-illnesses-burden-germanys-intensive-care-units/a-64135331" data-saferedirecturl="https://www.google.com/url?q=https://www.dw.com/en/winter-illnesses-burden-germanys-intensive-care-units/a-64135331&amp;source=gmail&amp;ust=1678826655248000&amp;usg=AOvVaw3aMJjujWPSO8WhY6wYBqhT">Winter illnesses burden Germany&#8217;s intensive care units</a>, 17 Dec 2022.</p>
<p style="font-weight: 400;">What is remarkable is that this latest winter toll comes very soon after three other periods of high peak mortality in 2022, listed in Table 1 as &#8216;autumn wave&#8217;, &#8216;summer wave&#8217;, and &#8216;omicron wave&#8217;. So, from the Grim Reaper&#8217;s point of view, the &#8216;low-hanging-fruit&#8217; should already have passed.</p>
<p style="font-weight: 400;">These recent mortality waves compare unfavourably with the three &#8216;classic&#8217; Covid19 death waves, each of which had weekly peaks in 2020. By &#8216;classic&#8217; I mean the original &#8216;Wuhan&#8217; coronavirus strain, before &#8216;variants&#8217; and &#8216;vaccinations&#8217; became a thing in 2021.</p>
<p style="font-weight: 400;">It is also noteworthy how high some of the pre-covid death peaks were. The influenza &#8216;pandemic&#8217; of late 2016 to early 2018 was particularly pronounced. (I use single-quote-marks, because this actual pandemic was never granted pandemic-status by the World Health Organisation.) Germany&#8217;s two peaks for this influenza pandemic were in February 2017 and March 2018. We also note a particularly bad season of epidemic influenza in early 2015.</p>
<p style="font-weight: 400;">Refer to my <a href="https://eveningreport.nz/2023/03/12/keith-rankin-chart-analysis-death-spikes-and-covid-dissonance-examples-of-germany-and-denmark/" data-saferedirecturl="https://www.google.com/url?q=https://eveningreport.nz/2023/03/12/keith-rankin-chart-analysis-death-spikes-and-covid-dissonance-examples-of-germany-and-denmark/&amp;source=gmail&amp;ust=1678826655248000&amp;usg=AOvVaw3f9Dt260uXvtTn-k6938yp">Death Spikes and Covid Dissonance? Examples of Germany and Denmark</a> for charts recently published, comparing Germany&#8217;s excess deaths with those of its neighbour, Denmark. The December 2022 mortality peak is reproduced to some extent in most (but not some eastern) European Union countries, and in the United Kingdom and United States. However, Germany&#8217;s year-of-death in 2022 is probably the most dramatic. (One other country which appears to have an equally problematic mortality, maybe worse, in 2022 is South Korea. I wait in hope for the eventual publication of South Korea&#8217;s complete dataset.)</p>
<p style="font-weight: 400;">Chart 1 below shows &#8216;excess deaths&#8217; – as distinct from total deaths – for Germany, <strong>by age group</strong>.</p>
<p style="font-weight: 400;"><strong>Chart 1</strong></p>
<figure id="attachment_1080075" aria-describedby="caption-attachment-1080075" style="width: 1528px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2023/03/Germany_ages.png"><img loading="lazy" decoding="async" class="size-full wp-image-1080075" src="https://eveningreport.nz/wp-content/uploads/2023/03/Germany_ages.png" alt="" width="1528" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2023/03/Germany_ages.png 1528w, https://eveningreport.nz/wp-content/uploads/2023/03/Germany_ages-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2023/03/Germany_ages-1024x669.png 1024w, https://eveningreport.nz/wp-content/uploads/2023/03/Germany_ages-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2023/03/Germany_ages-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2023/03/Germany_ages-1068x698.png 1068w, https://eveningreport.nz/wp-content/uploads/2023/03/Germany_ages-642x420.png 642w" sizes="auto, (max-width: 1528px) 100vw, 1528px" /></a><figcaption id="caption-attachment-1080075" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<p style="font-weight: 400;">Germany&#8217;s demographics are unusual (but maybe not unusually unusual) on account of World War Two. The oldest Germans – shown in red – were all born before that war. The German post-war baby-boomers are shown in green. Germany shows disturbingly high rates of pandemic death for its baby-boomers, from 2021. (It should be noted that Covid19 deaths tended to peak from November to January, whereas epidemic influenza death tended to peak in February or March. Thus the big reductions in excess deaths each February and March are mainly due to high death-norms set by pre-covid influenzas.</p>
<p style="font-weight: 400;">Countries regarded as having pursued the best anti-Covid19 public health policies in 2020 have not had a good 2022. Germany is one of those countries. South Korea, Japan, Taiwan, Thailand, Singapore and China are others. So are Australia and New Zealand. Once having acknowledged the 2022 death statistics for what they are, terrible, the question is whether the problems of 2022 in these countries will extend into 2023. While my hunch is that new vaccinations could make a difference, in 2023 at least, I am concerned that societies have already passed a demographic turning point and that life expectancies are already declining from their peaks, and may continue to decline for decades.</p>
<p style="font-weight: 400; text-align: center;">*******</p>
<p style="font-weight: 400;">Keith Rankin (keith at rankin dot nz), trained as an economic historian, is a retired lecturer in Economics and Statistics. He lives in Auckland, New Zealand.</p>
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		<title>Keith Rankin Chart Analysis &#8211; Death Spikes and Covid Dissonance? Examples of Germany and Denmark</title>
		<link>https://eveningreport.nz/2023/03/12/keith-rankin-chart-analysis-death-spikes-and-covid-dissonance-examples-of-germany-and-denmark/</link>
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		<dc:creator><![CDATA[Keith Rankin]]></dc:creator>
		<pubDate>Sat, 11 Mar 2023 22:04:26 +0000</pubDate>
				<category><![CDATA[Analysis]]></category>
		<category><![CDATA[Analysis Assessment]]></category>
		<category><![CDATA[Coronavirus]]></category>
		<category><![CDATA[Covid cases]]></category>
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		<guid isPermaLink="false">https://eveningreport.nz/?p=1080046</guid>

					<description><![CDATA[Analysis by Keith Rankin. The chart above is quite alarming, and not only because of Germany&#8217;s high death toll. It’s the difference between reported Covid19 deaths and excess deaths, in the context where four waves of excess deaths in Germany in 2022 are clearly &#8216;epidemic&#8217; in nature. And we see the same death waves in ]]></description>
										<content:encoded><![CDATA[<p style="font-weight: 400;">Analysis by Keith Rankin.</p>
<figure id="attachment_1080047" aria-describedby="caption-attachment-1080047" style="width: 1528px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2023/03/Germany_Denmark.png"><img loading="lazy" decoding="async" class="size-full wp-image-1080047" src="https://eveningreport.nz/wp-content/uploads/2023/03/Germany_Denmark.png" alt="" width="1528" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2023/03/Germany_Denmark.png 1528w, https://eveningreport.nz/wp-content/uploads/2023/03/Germany_Denmark-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2023/03/Germany_Denmark-1024x669.png 1024w, https://eveningreport.nz/wp-content/uploads/2023/03/Germany_Denmark-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2023/03/Germany_Denmark-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2023/03/Germany_Denmark-1068x698.png 1068w, https://eveningreport.nz/wp-content/uploads/2023/03/Germany_Denmark-642x420.png 642w" sizes="auto, (max-width: 1528px) 100vw, 1528px" /></a><figcaption id="caption-attachment-1080047" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<p style="font-weight: 400;">The chart above is quite alarming, and not only because of Germany&#8217;s high death toll. It’s the difference between reported Covid19 deaths and excess deaths, in the context where four waves of excess deaths in Germany in 2022 are clearly &#8216;epidemic&#8217; in nature. And we see the same death waves in Germany&#8217;s northern neighbour, Denmark.</p>
<p style="font-weight: 400;">Both countries are assiduous in releasing their demographic data on deaths; most countries are not. And both countries had a reputation for having among the best sets of public health data re the Covid19 pandemic. Yet while public health data may be released with much media fanfare, demographic data usually is not. While certain public health data might be classed as &#8216;black verse&#8217; poetry, and hence of interest to mainstream media, the more prosaic data sourced from &#8216;births, deaths and marriages&#8217; tends to be overlooked.</p>
<p style="font-weight: 400;">In both countries, easily the worst month for epidemic deaths this decade has been December 2022. Yes, 2022, not 2020. <strong><em>In both countries, the people would seem to be largely unaware of this collective death experience.</em></strong> (Awareness would largely be confined to people&#8217;s own families.)</p>
<p style="font-weight: 400;">The widely endorsed supposition is that the pandemic is over; a concept that may mean different things to different people. To an epidemiologist, an ended pandemic may be followed by a new era with a new normal of permanently higher death rates. To the lay public, or to the pollyanna-ish finance industry which never stops telling us that we are all going to live longer, an ended pandemic means a return to something like pre-covid normality.</p>
<p style="font-weight: 400;">I watch <em>DW</em> (<em>Deutsche Welle</em>) world news semi-regularly, and I have heard nothing about the December death spike in Germany. The few stories on DW that I have found in a search today are these:</p>
<p style="font-weight: 400;"><a href="https://www.dw.com/en/winter-illnesses-burden-germanys-intensive-care-units/a-64135331" data-saferedirecturl="https://www.google.com/url?q=https://www.dw.com/en/winter-illnesses-burden-germanys-intensive-care-units/a-64135331&amp;source=gmail&amp;ust=1678655106213000&amp;usg=AOvVaw1ddGIPDr4hmG_hflsS8wGP">Winter illnesses burden Germany&#8217;s intensive care units</a>, 17 Dec 2022.</p>
<p style="font-weight: 400;"><a href="https://www.dw.com/en/top-german-virologist-says-covid-19-pandemic-is-over/a-64214994" data-saferedirecturl="https://www.google.com/url?q=https://www.dw.com/en/top-german-virologist-says-covid-19-pandemic-is-over/a-64214994&amp;source=gmail&amp;ust=1678655106213000&amp;usg=AOvVaw3TC5PIrqxB5Ah7agxTJOcv">Top German virologist says COVID-19 pandemic is over</a>, 26 Dec 2022.</p>
<p style="font-weight: 400;"><a href="https://www.dw.com/en/germanys-new-covid-debate/a-64242070" data-saferedirecturl="https://www.google.com/url?q=https://www.dw.com/en/germanys-new-covid-debate/a-64242070&amp;source=gmail&amp;ust=1678655106213000&amp;usg=AOvVaw0H-UrzGOM25i-zq1UmypHe">Germany&#8217;s new COVID debate</a> [about removing Covid19 restrictions], 29 Dec 2022.</p>
<p style="font-weight: 400;"><a href="https://www.dw.com/en/are-germanys-hospitals-in-critical-condition/video-64294678" data-saferedirecturl="https://www.google.com/url?q=https://www.dw.com/en/are-germanys-hospitals-in-critical-condition/video-64294678&amp;source=gmail&amp;ust=1678655106213000&amp;usg=AOvVaw0dzlKOm001BLCvunTyFp9Y">Are Germany’s hospitals in critical condition?</a>, 5 Jan 2023.</p>
<p style="font-weight: 400;"><a href="https://www.dw.com/en/who-discusses-end-of-covid-19-emergency-status/a-64541231" data-saferedirecturl="https://www.google.com/url?q=https://www.dw.com/en/who-discusses-end-of-covid-19-emergency-status/a-64541231&amp;source=gmail&amp;ust=1678655106213000&amp;usg=AOvVaw1_yN3YadktHMLgXAoSjF1J">WHO discusses end of COVID-19 emergency status</a> [mainly a reference to China], 27 Jan 2023</p>
<p style="font-weight: 400;">So, as in New Zealand, there&#8217;s acknowledgement of overstretched hospitals and seasonal illnesses. There&#8217;s little suggestion that the main culprit is another covid wave, and we certainly have no indication that Covid19 has recently become more virulent.</p>
<p style="font-weight: 400;">We should also note that excess deaths in Europe have looked quite dramatic, since 2020, each December. This is because &#8216;normal&#8217; influenza outbreak deaths – in the 2010s at least – tended to peak in February, not December. The big falloff in excess deaths from January 2023 is to some extent due to death numbers needing to be higher to be classed as &#8216;excess&#8217;.</p>
<p style="font-weight: 400;">Both countries started to downplay their reporting of Covid19 deaths from mid-2021; with the exception of Denmark during the first &#8216;Omicron wave&#8217; of early 2022. We can see that, in February and March 2022, many people in Denmark died of or with Covid19, while significantly fewer people died of other causes. (This substitution of death-causes was much less true for Germany.)</p>
<p style="font-weight: 400;">But the situation in Denmark reversed in December 2022, with many more excess deaths than reported Covid19 deaths. Indeed, in Denmark there were five death waves in 2022, and all (except perhaps the relatively small June death wave) correlating with reported Covid deaths (but see the Denmark chart below); expect that the peaks in reported deaths have been increasingly lagging the actual death peaks. The Denmark data in this chart definitely points to all of these death peaks as being associated with recurring waves of Covid19.</p>
<p style="font-weight: 400;">We certainly see the same lags in the German data, although the reported death waves are less pronounced. Generally the &#8216;peaky&#8217; nature of the data suggests that these populations have been facing repeated outbreaks of respiratory viruses; outbreaks for which their immunity levels have been decreasingly able to cope. While waning immunity appears to be the main problem – a problem long known in relation to human coronaviruses – and that waning immunity here likely relates in particular to vaccination immunity, it is also possible that each wave of infection creates new morbidities in the most vulnerable people. So, a combination of waning immunity – covid immunity and general immunity – combined with new comorbidities is leading to progressively higher death tolls. We also note that December in particular is a month characterised by much social &#8216;mixing and mingling&#8217;; conditions ripe for coronaviruses transitioning from epidemic to endemic.</p>
<figure id="attachment_1080048" aria-describedby="caption-attachment-1080048" style="width: 1528px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2023/03/Germany_withCases.png"><img loading="lazy" decoding="async" class="size-full wp-image-1080048" src="https://eveningreport.nz/wp-content/uploads/2023/03/Germany_withCases.png" alt="" width="1528" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2023/03/Germany_withCases.png 1528w, https://eveningreport.nz/wp-content/uploads/2023/03/Germany_withCases-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2023/03/Germany_withCases-1024x669.png 1024w, https://eveningreport.nz/wp-content/uploads/2023/03/Germany_withCases-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2023/03/Germany_withCases-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2023/03/Germany_withCases-1068x698.png 1068w, https://eveningreport.nz/wp-content/uploads/2023/03/Germany_withCases-642x420.png 642w" sizes="auto, (max-width: 1528px) 100vw, 1528px" /></a><figcaption id="caption-attachment-1080048" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<figure id="attachment_1080049" aria-describedby="caption-attachment-1080049" style="width: 1528px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2023/03/Denmark_withCases.png"><img loading="lazy" decoding="async" class="size-full wp-image-1080049" src="https://eveningreport.nz/wp-content/uploads/2023/03/Denmark_withCases.png" alt="" width="1528" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2023/03/Denmark_withCases.png 1528w, https://eveningreport.nz/wp-content/uploads/2023/03/Denmark_withCases-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2023/03/Denmark_withCases-1024x669.png 1024w, https://eveningreport.nz/wp-content/uploads/2023/03/Denmark_withCases-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2023/03/Denmark_withCases-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2023/03/Denmark_withCases-1068x698.png 1068w, https://eveningreport.nz/wp-content/uploads/2023/03/Denmark_withCases-642x420.png 642w" sizes="auto, (max-width: 1528px) 100vw, 1528px" /></a><figcaption id="caption-attachment-1080049" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<p><br style="font-weight: 400;" /><br style="font-weight: 400;" /></p>
<p style="font-weight: 400;">These two charts, for each country separately, also include &#8216;case&#8217; information. Again, while underreporting is also an increasing feature of case data, this is data that underpins the <em>timing</em> of Covid19 outbreaks (as distinct from non-covid respiratory viruses). Nevertheless, case data may also lag actual deaths, as people are slow to test for covid, and report, until they are fully aware that a new outbreak is taking place.</p>
<p style="font-weight: 400;">When we look at Germany, we can clearly see the correlation of case data (in blue) with excess deaths (in red). When there were new covid variants, as in March 2021, August 2021, and January 2022, we can see the uptick in reported cases leading the uptick in deaths. Otherwise, we tend to see the uptick in deaths coming first, with case reporting lagging ever-further behind. December 2022 was particularly striking, with an eventual upsurge in cases suggesting that a significant number of people who died in the death spike were indeed infected with the coronavirus. In Denmark the pattern of excess deaths correlating with reported cases of Covid19 is, if anything, even stronger.</p>
<p style="font-weight: 400;">If we think of Covid19 as a three-year pandemic, we can see that in both countries the second half of the pandemic was worse than the first half, regardless of the official cause of death attributed to each casualty.</p>
<p style="font-weight: 400;">A death is a death is a death. To dying persons, and their families, it matters little if a death is directly or indirectly caused by Covid19. An indirect death may be due to a loss of general immunity, or to any other factor linked either to the biology of the virus, to fear-induced behaviour changes arising from the attention given to the virus when it was a big story, or to the government mandates &#8216;to keep us safe&#8217; but which may have (to some extent) substituted one risk for another.</p>
<p style="font-weight: 400; text-align: center;">*******</p>
<p style="font-weight: 400;">Keith Rankin (keith at rankin dot nz), trained as an economic historian, is a retired lecturer in Economics and Statistics. He lives in Auckland, New Zealand.</p>
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		<title>Keith Rankin Analysis &#8211; Covid19 Pandemic-era Deaths: Interpretation of the Facts</title>
		<link>https://eveningreport.nz/2023/03/08/keith-rankin-analysis-covid19-pandemic-era-deaths-interpretation-of-the-facts/</link>
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		<dc:creator><![CDATA[Keith Rankin]]></dc:creator>
		<pubDate>Wed, 08 Mar 2023 04:06:07 +0000</pubDate>
				<category><![CDATA[Analysis]]></category>
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					<description><![CDATA[Analysis by Keith Rankin. On 7 March 2023 I published a summary table of death tallies in a wide range of countries, comparing 2019‑2022 with 2015‑2018. (Covid19 Pandemic-era Facts: Irrefutable, Inconvenient, Important, Evening Report.) I let the data stand on its own, largely without interpretation. The most important findings to explain are the reasons why Sweden ]]></description>
										<content:encoded><![CDATA[<p>Analysis by Keith Rankin.</p>
<p style="font-weight: 400;">On 7 March 2023 I published a summary table of death tallies in a wide range of countries, comparing 2019‑2022 with 2015‑2018. (<a href="https://eveningreport.nz/2023/03/07/keith-rankin-analysis-covid19-pandemic-era-facts-irrefutable-inconvenient-important/" data-saferedirecturl="https://www.google.com/url?q=https://eveningreport.nz/2023/03/07/keith-rankin-analysis-covid19-pandemic-era-facts-irrefutable-inconvenient-important/&amp;source=gmail&amp;ust=1678328964434000&amp;usg=AOvVaw3rMgWLEjYcRz_AcrhAewyN">Covid19 Pandemic-era Facts: Irrefutable, Inconvenient, Important</a>, <em>Evening Report</em>.)</p>
<figure id="attachment_1075787" aria-describedby="caption-attachment-1075787" style="width: 230px" class="wp-caption alignleft"><a href="https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin.jpg"><img loading="lazy" decoding="async" class="wp-image-1075787 size-medium" src="https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin-230x300.jpg" alt="" width="230" height="300" srcset="https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin-230x300.jpg 230w, https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin-783x1024.jpg 783w, https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin-768x1004.jpg 768w, https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin-1175x1536.jpg 1175w, https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin-696x910.jpg 696w, https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin-1068x1396.jpg 1068w, https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin-321x420.jpg 321w, https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin.jpg 1426w" sizes="auto, (max-width: 230px) 100vw, 230px" /></a><figcaption id="caption-attachment-1075787" class="wp-caption-text">Keith Rankin, trained as an economic historian, is a retired lecturer in Economics and Statistics. He lives in Auckland, New Zealand.</figcaption></figure>
<p style="font-weight: 400;"><strong>I let the data stand on its own,</strong> largely without interpretation. The most important findings to explain are the reasons why Sweden weathered the Covid19 pandemic so well, and why East Asian countries fared so poorly. These facts run counter to the mainstream narrative; a narrative which has presumed that the truth is the precise opposite of what the recently available data shows. East Asian countries relied very heavily on government mandates and the compulsory wearing of facemasks for extended time periods. Sweden, on the other hand, came to be known for adopting one of the least interventionist public health policies during this early-2020s&#8217; pandemic.</p>
<p style="font-weight: 400;">This is the main issue that needs to be explained. The demographic data, of course throws up other issues as well – including the high death tolls in the USA and the remainder of the Americas, and the lower toll in Eastern Europe than might have been expected given earlier health data. Demographic imbalances may be contributing to countries&#8217; different experiences; imbalances relating to diverse and changing birth rates and economic migration, in addition to life expectancy issues.</p>
<p style="font-weight: 400;"><strong>Interpretation</strong></p>
<p style="font-weight: 400;">To answer a question such as the main query posed here, we need data, at least one hypothesis, and at least one counterfactual. We also need a contestable academic environment, whereby multiple interpretations can be freely posited and reasonably argued.</p>
<p style="font-weight: 400;"><strong><em>We have an important set of data</em></strong> in my report in <em>Evening Report</em>.</p>
<p style="font-weight: 400;"><strong><em>The hypothesis that I posit</em></strong> is that pandemic-related mortality in general has been lowest in societies which have good <em>balances</em> with respect to pathogenic exposure and hygiene, that imbalances lead to reduced levels of general immunity and/or raised levels of morbidity, and that societies with high levels of general morbidity will have more excess deaths during an event such as a pandemic; indeed, during any catastrophic event.</p>
<p style="font-weight: 400;">It is possible to have too little (as well as too much) exposure to environmental pathogens. In these situations, there are two types of risk – which statisticians, prosaically, call Type 1 and Type 2 – and the reduction of one type of risk in itself raises the other type of risk. The recently oft-said phrase &#8216;an abundance of caution&#8217; is an example of attempts to reduce Type 1 risk.</p>
<p style="font-weight: 400;">In teaching statistics, it is commonplace to use a criminal courtroom setting to explain these risks. A &#8216;risk-averse&#8217; approach (ie an &#8216;abundance of caution approach&#8217;) is to acquit an accused person if there is any doubt whatsoever about the person&#8217;s guilt of the crime in question. The expression &#8216;beyond reasonable doubt&#8217; expresses balance; the expression &#8216;beyond all doubt&#8217; expresses an abundance of caution.</p>
<p style="font-weight: 400;">It is easy to see that, minimising the risk of an innocent person being convicted also increases the risk of a guilty person not being convicted (and thereby being &#8216;free&#8217; to commit further crimes); this is the &#8216;Type 2&#8217; risk. Reduced risk to the defendant means an enhanced risk to society.  &#8216;An abundance of caution&#8217; simultaneously means &#8216;a scarcity of caution&#8217;; more caution with respect to pathogen exposure means less caution re general immunity deficiency. (The quality of the evidence – eg the data – minimises both types of risk; it also minimises the quality of interpretative reasoning in relation to that evidence.) In pandemics, a good practical compromise is to adopt &#8216;Type 1&#8217; caution for a brief period of acute danger associated with an unknown threat, and to as soon as possible to revert to a normal &#8216;balanced caution&#8217; approach.</p>
<p style="font-weight: 400;"><strong><em>The most straightforward counterfactuals are purely demographic.</em></strong> And comparative. This is why we need much better, and more comprehensive, demographic information. Demography is the statistical analysis of births, deaths, and migrations. The most important demographic variable is a person&#8217;s &#8216;age&#8217;. While race/ethnicity/ancestry, sex/gender, and (to a lesser extent) religion are also demographic attributes, &#8216;age&#8217; is more important to understanding outcomes (noting that the most important demographic &#8216;outcome&#8217; is death). Age is the most important predictor of a person&#8217;s likelihood of dying; after that, it is socio-economic and lifestyle attributes such as income, housing, education, happiness (leading a meaningful life) and access to healthcare services which determine the likelihood of both mature and premature death.</p>
<p style="font-weight: 400;">In the context of Covid19 pandemic mortality, the counterfactual is what levels of mortality would have occurred had there been no Covid19 and hence no pandemic. The usual ways to establish such a pandemic counterfactual is to evaluate and project normal patterns of mortality in the previous few years; if necessary making comparative-country adjustments for any abnormal events in those prior years. And then to use those normal data to predict an &#8216;alternative present&#8217;; in essence, this process of forecasting the immediate past is a valuable use of forecasting techniques.</p>
<p style="font-weight: 400;">The next process is, if possible, to compare your (affected) place (eg country) with some other place (or places) which were unaffected (or lesser affected) by the phenomenon you are seeking to evaluate. Some countries are better comparators than others. While Australia – with its many cultural and economic similarities –  is the most widely used comparator for New Zealand, Scandinavian countries are also widely used.</p>
<p style="font-weight: 400;">With a pandemic, no country is unaffected. But countries pursuing different public health policies become useful comparators; they help to answer the question as to what would have happened had one country followed another country&#8217;s policy. Thus, Sweden&#8217;s experience can be built into a counterfactual for New Zealand, because Sweden&#8217;s policies were different in both substance and in style. Australia is less useful because its pandemic public policies were very similar to New Zealand&#8217;s.</p>
<p style="font-weight: 400;">So, a simple counterfactual for New Zealand would be to project 2015‑2018 mortality data into the 2019‑2022 period. The documented excess of deaths compared to that counterfactual represents an estimate of New Zealand&#8217;s &#8216;quantity of life&#8217; pandemic outcome. Then, repeating the exercise for Sweden yields a comparable quantity of life outcome for that country. The country with the smaller percentage excess of deaths probably pursued the better set of policies, noting that two quite different policy approaches could yield similar outcomes.</p>
<p style="font-weight: 400;">A <em>well-reasoned counterfactual</em> is an essential part of any interpretation of historical facts. In a scientific process, for which the reasoned use of counterfactuals is an example, a counterfactual is commonly called a &#8216;control&#8217;. It was widely noted (eg in the book <em>The Herd</em>) in 2020 and 2021 that Sweden potentially contributed substantially to the scientific understanding of the Covid19 pandemic, by providing demographers and epidemiologists with a control. So far, however, I have seen little evidence that Sweden&#8217;s value as a control – as an important policy counterfactual – has been well-utilised.</p>
<p style="font-weight: 400;">The quality of demographic information throughout the world is rather poor. While New Zealand is better than most countries, getting good information about the ages of the population (and where people of different ages live) is difficult. Indeed, until a few years ago, demographic information about immigrants and emigrants was collected somewhat casually as an accessory to tourist data. (Indeed, re yesterday&#8217;s &#8216;compulsory&#8217; population census, the government&#8217;s target was only ninety percent compliance; meaning it is regarded as acceptable to ignore the 500,000 &#8216;harder to reach&#8217; people in this country.) Travellers were assessed as immigrants – rather than visitors – based on their stated intentions on arrival, and not on the actual outcomes of their travel. Many of the people who die in New Zealand are not born in New Zealand, and vice versa.</p>
<p style="font-weight: 400;">This makes it hard to create good projections of what mortality in any country, let alone the world, would have been from 2020 in the absence of the Covid19 pandemic. Nevertheless, indications are that, in the absence of the pandemic, New Zealand would have had a higher increase in mortality (maybe a four percent increase from 2015‑2018 to 2019‑2022) than most other countries in the world would have had. This finding relates in particular to New Zealand&#8217;s particular pattern of aging, noting some substantial variations in birth rates in the years from 1930 to 1960; and, also variations in the age distribution of older foreign-born New Zealanders.</p>
<p style="font-weight: 400;">There are other indications, based on the use of the United States as a comparator country, that some of the increases in morbidity occurring in the USA before 2020 were also occurring in New Zealand; for example, reasons around income inequality, housing, and mental health. The pandemic in USA was substantially more severe than in Sweden, with New Zealand falling in between.</p>
<p style="font-weight: 400;"><strong>Evaluation of the Hypothesis</strong></p>
<p style="font-weight: 400;">In New Zealand, an excessive emphasis on hygiene – including the mandated wearing of facemasks in many public settings – most likely contributed to a loss of general immunity to infectious diseases. New Zealand, by in large, followed the East Asian public health policy model.</p>
<p style="font-weight: 400;">This loss of general immunity was countered by a comprehensive, though belated, Covid19 vaccination programme. Vaccination immunity almost certainly contributed to low excess mortality in the period from October 2021 to March 2022. But specific immunity (whether arising from infection or vaccination) to coronavirus diseases – which include around ten percent of &#8216;common colds&#8217; – and influenzas has always been known to be short-lasting. So general immunity that arises from lifestyle factors remains an important protector of life; general immunity is enhanced by balanced diets (avoiding excesses of foods that create morbidity, such as alcohol, sugar, some fats, and salt) and some ongoing exposure to a range of less-dangerous pathogens.</p>
<p style="font-weight: 400;">People living in West European urban environments probably have had closer than most other people to ideal levels of balanced nutrition and general immunity. So these countries have generally had the least pandemic mortality, and (if my hypothesis is correct) probably have the best outlook for the next few years with respect to deaths arising from respiratory infections. People living in Eastern Europe, especially in the European Union, seem to have regained high levels of general immunity, though they bore a high cost in 2021; and membership of the European Union gives them lifestyle options not available in many other countries.</p>
<p style="font-weight: 400;">My hypothesis, if correct, suggests that excess deaths will continue in East Asia for another year or so, due to compromised general immunity arising from excessive hygiene. And, in the Americas, increased morbidity seems to be a growing socio-economic problem, making those populations particularly vulnerable to respiratory pandemics. Both of these regions will experience increased levels of morbidity arising from the after-effects of Covid19 infections.</p>
<p style="font-weight: 400;">Africa and South Asia are hard to evaluate due to lack of data. But, for Africa at least, indications are that Covid19 excess deaths have been less than in the Americas, and maybe even comparable to Western Europe. Lifestyle morbidity remains less in Africa as a whole than in the Americas. And general immunity levels in Africa have always been high; it is a continent widely associated with ongoing pathogenic exposures. The critical factor for Africa in the coming years will be nutrition. South Asia most likely the same, though with complications arising from substantial air and water pollution.</p>
<p style="font-weight: 400;">New Zealand and Australia? Harder to predict, based on my hypothesis, because both countries contain elements of the East Asian, American and Western European experiences. I just hope that New Zealanders are able to get their pre-winter boosters in time. There is every reason to anticipate a dangerous new outbreak of Covid19 in the early winter, much as occurred in Western Europe in the three months to mid-January 2023.</p>
<p style="font-weight: 400;">To get to the truth we need reasoned argument, scientific argument. The pandemic has touched on our lives sufficiently to deserve mainstream media attention be given to contestable analysis of its impact; and to question politicised narratives of the form &#8216;the science says this&#8217; when in fact science is a contestable and argumentative process.</p>
<p style="font-weight: 400;">&#8212;&#8212;&#8212;&#8212;-</p>
<p style="font-weight: 400;">Keith Rankin (keith at rankin dot nz), trained as an economic historian, is a retired lecturer in Economics and Statistics. He lives in Auckland, New Zealand.</p>
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		<title>Keith Rankin Analysis &#8211; Covid19 Pandemic-era Facts: Irrefutable, Inconvenient, Important</title>
		<link>https://eveningreport.nz/2023/03/07/keith-rankin-analysis-covid19-pandemic-era-facts-irrefutable-inconvenient-important/</link>
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		<dc:creator><![CDATA[Keith Rankin]]></dc:creator>
		<pubDate>Mon, 06 Mar 2023 22:55:45 +0000</pubDate>
				<category><![CDATA[Analysis]]></category>
		<category><![CDATA[Analysis Assessment]]></category>
		<category><![CDATA[Covid cases]]></category>
		<category><![CDATA[Covid deaths]]></category>
		<category><![CDATA[Covid policies]]></category>
		<category><![CDATA[Covid response]]></category>
		<category><![CDATA[covid-19]]></category>
		<category><![CDATA[covid19]]></category>
		<category><![CDATA[CTF]]></category>
		<category><![CDATA[Health]]></category>
		<category><![CDATA[Health emergency]]></category>
		<category><![CDATA[Health Policy]]></category>
		<category><![CDATA[Health Status]]></category>
		<category><![CDATA[Keith Rankin]]></category>
		<category><![CDATA[Lead]]></category>
		<category><![CDATA[MIL Syndication]]></category>
		<category><![CDATA[MIL-OSI]]></category>
		<category><![CDATA[Pandemic]]></category>
		<category><![CDATA[Statistics]]></category>
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					<description><![CDATA[Analysis by Keith Rankin. The most important question about the Covid19 pandemic of the early 2020s is &#8216;how many people died?&#8217;. (The second-most important question relates to the impact of the pandemic on people&#8217;s &#8216;quality of life&#8217;.) The data here, available since last week, is the starting point for an answer to the first question. ]]></description>
										<content:encoded><![CDATA[<p style="font-weight: 400;">Analysis by Keith Rankin.</p>
<figure id="attachment_1075787" aria-describedby="caption-attachment-1075787" style="width: 150px" class="wp-caption alignleft"><a href="https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin.jpg"><img loading="lazy" decoding="async" class="wp-image-1075787 size-thumbnail" src="https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin-150x150.jpg" alt="" width="150" height="150" srcset="https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin-150x150.jpg 150w, https://eveningreport.nz/wp-content/uploads/2022/07/20201212_KeithRankin-65x65.jpg 65w" sizes="auto, (max-width: 150px) 100vw, 150px" /></a><figcaption id="caption-attachment-1075787" class="wp-caption-text">Keith Rankin, trained as an economic historian, is a retired lecturer in Economics and Statistics. He lives in Auckland, New Zealand.</figcaption></figure>
<p style="font-weight: 400;"><strong>The most important question</strong> about the Covid19 pandemic of the early 2020s is &#8216;how many people died?&#8217;. (The second-most important question relates to the impact of the pandemic on people&#8217;s &#8216;quality of life&#8217;.) The data here, available since last week, is the starting point for an answer to the first question. This data is as close as can be got to &#8216;pure facts&#8217;, &#8216;body counts&#8217; in which no expert interpretation plays a role. (This contrasts with &#8217;cause-of-death&#8217; data which requires a doctor&#8217;s opinion.) This is raw data. Raw data is true.</p>
<table>
<tbody>
<tr>
<td width="16"></td>
<td colspan="4" width="421"><strong>Table 1: Impact of Covid19 pandemic on Mortality, Raw Data</strong></td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169"></td>
<td colspan="2" width="167"><strong>Total Deaths</strong></td>
<td width="85"></td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169"></td>
<td width="82"><strong>2015-2018</strong></td>
<td width="85"><strong>2019-2022</strong></td>
<td width="85"><strong>% increase</strong></td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Sweden</strong></td>
<td width="82">366,651</td>
<td width="85">374,591</td>
<td width="85"><strong>2.17%</strong></td>
<td width="38">°</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Norway</strong></td>
<td width="82">163,319</td>
<td width="85">169,285</td>
<td width="85"><strong>3.65%</strong></td>
<td width="38">°</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Denmark</strong></td>
<td width="82">214,339</td>
<td width="85">225,816</td>
<td width="85"><strong>5.35%</strong></td>
<td width="38">°</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Lithuania</strong></td>
<td width="82">162,775</td>
<td width="85">171,844</td>
<td width="85"><strong>5.57%</strong></td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Belgium</strong></td>
<td width="82">439,745</td>
<td width="85">465,470</td>
<td width="85"><strong>5.85%</strong></td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Latvia</strong></td>
<td width="82">114,822</td>
<td width="85">121,813</td>
<td width="85"><strong>6.09%</strong></td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Iceland</strong></td>
<td width="82">8,983</td>
<td width="85">9,614</td>
<td width="85"><strong>7.02%</strong></td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Finland</strong></td>
<td width="82">215,066</td>
<td width="85">230,475</td>
<td width="85"><strong>7.16%</strong></td>
<td width="38">°</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Hungary</strong></td>
<td width="82">522,723</td>
<td width="85">562,910</td>
<td width="85"><strong>7.69%</strong></td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>United Kingdom</strong></td>
<td width="82">2,433,160</td>
<td width="85">2,624,462</td>
<td width="85"><strong>7.86%</strong></td>
<td width="38">°</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Australia</strong></td>
<td width="82">640,743</td>
<td width="85">691,337</td>
<td width="85"><strong>7.90%</strong></td>
<td width="38">**°</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Germany</strong></td>
<td width="82">3,730,139</td>
<td width="85">4,024,735</td>
<td width="85"><strong>7.90%</strong></td>
<td width="38">°</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Croatia</strong></td>
<td width="82">212,333</td>
<td width="85">229,209</td>
<td width="85"><strong>7.95%</strong></td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Luxembourg</strong></td>
<td width="82">16,556</td>
<td width="85">17,888</td>
<td width="85"><strong>8.05%</strong></td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>New Zealand</strong></td>
<td width="82">129,958</td>
<td width="85">140,669</td>
<td width="85"><strong>8.24%</strong></td>
<td width="38">°</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Switzerland</strong></td>
<td width="82">267,048</td>
<td width="85">289,228</td>
<td width="85"><strong>8.31%</strong></td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Estonia</strong></td>
<td width="82">62,038</td>
<td width="85">67,314</td>
<td width="85"><strong>8.50%</strong></td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Ireland</strong></td>
<td width="82">122,352</td>
<td width="85">132,825</td>
<td width="85"><strong>8.56%</strong></td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>France</strong></td>
<td width="82">2,358,702</td>
<td width="85">2,560,622</td>
<td width="85"><strong>8.56%</strong></td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Spain</strong></td>
<td width="82">1,679,262</td>
<td width="85">1,824,658</td>
<td width="85"><strong>8.66%</strong></td>
<td width="38">°</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Taiwan</strong></td>
<td width="82">680,289</td>
<td width="85">740,414</td>
<td width="85"><strong>8.84%</strong></td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Italy</strong></td>
<td width="82">2,588,459</td>
<td width="85">2,822,641</td>
<td width="85"><strong>9.05%</strong></td>
<td width="38">*</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Japan</strong></td>
<td width="82">5,301,705</td>
<td width="85">5,781,860</td>
<td width="85"><strong>9.06%</strong></td>
<td width="38">*</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Austria</strong></td>
<td width="82">325,295</td>
<td width="85">355,187</td>
<td width="85"><strong>9.19%</strong></td>
<td width="38">°</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Uruguay</strong></td>
<td width="82">134,541</td>
<td width="85">147,460</td>
<td width="85"><strong>9.60%</strong></td>
<td width="38">*</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Portugal</strong></td>
<td width="82">442,958</td>
<td width="85">486,433</td>
<td width="85"><strong>9.81%</strong></td>
<td width="38">°</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Netherlands</strong></td>
<td width="82">601,107</td>
<td width="85">662,660</td>
<td width="85"><strong>10.24%</strong></td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Romania</strong></td>
<td width="82">1,049,104</td>
<td width="85">1,165,128</td>
<td width="85"><strong>11.06%</strong></td>
<td width="38">*</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Greece</strong></td>
<td width="82">487,606</td>
<td width="85">541,641</td>
<td width="85"><strong>11.08%</strong></td>
<td width="38">°</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Israel</strong></td>
<td width="82">177,544</td>
<td width="85">197,522</td>
<td width="85"><strong>11.25%</strong></td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Canada</strong></td>
<td width="82">1,095,330</td>
<td width="85">1,223,698</td>
<td width="85"><strong>11.72%</strong></td>
<td width="38">**</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Slovenia</strong></td>
<td width="82">80,693</td>
<td width="85">90,478</td>
<td width="85"><strong>12.13%</strong></td>
<td width="38">*</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>South Africa</strong></td>
<td width="82">2,127,078</td>
<td width="85">2,400,702</td>
<td width="85"><strong>12.86%</strong></td>
<td width="38">*</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Czechia</strong></td>
<td width="82">444,187</td>
<td width="85">503,186</td>
<td width="85"><strong>13.28%</strong></td>
<td width="38">*</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>South Korea</strong></td>
<td width="82">1,143,527</td>
<td width="85">1,296,878</td>
<td width="85"><strong>13.41%</strong></td>
<td width="38">**^</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Serbia</strong></td>
<td width="82">409,889</td>
<td width="85">465,276</td>
<td width="85"><strong>13.51%</strong></td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Hong Kong</strong></td>
<td width="82">187,242</td>
<td width="85">212,847</td>
<td width="85"><strong>13.67%</strong></td>
<td width="38">^</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Malta</strong></td>
<td width="82">14,068</td>
<td width="85">16,030</td>
<td width="85"><strong>13.95%</strong></td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Slovakia</strong></td>
<td width="82">214,742</td>
<td width="85">245,143</td>
<td width="85"><strong>14.16%</strong></td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Thailand</strong></td>
<td width="82">1,896,427</td>
<td width="85">2,167,264</td>
<td width="85"><strong>14.28%</strong></td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Bulgaria</strong></td>
<td width="82">437,071</td>
<td width="85">501,017</td>
<td width="85"><strong>14.63%</strong></td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Singapore</strong></td>
<td width="82">82,066</td>
<td width="85">94,621</td>
<td width="85"><strong>15.30%</strong></td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Egypt</strong></td>
<td width="82">2,236,995</td>
<td width="85">2,585,951</td>
<td width="85"><strong>15.60%</strong></td>
<td width="38">*</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Poland</strong></td>
<td width="82">1,603,502</td>
<td width="85">1,860,050</td>
<td width="85"><strong>16.00%</strong></td>
<td width="38">°</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Malaysia</strong></td>
<td width="82">658,186</td>
<td width="85">763,891</td>
<td width="85"><strong>16.06%</strong></td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Macao</strong></td>
<td width="82">8,439</td>
<td width="85">9,824</td>
<td width="85"><strong>16.41%</strong></td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>United States</strong></td>
<td width="82">11,148,768</td>
<td width="85">13,022,523</td>
<td width="85"><strong>16.81%</strong></td>
<td width="38">°</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Cyprus</strong></td>
<td width="82">23,256</td>
<td width="85">27,347</td>
<td width="85"><strong>17.59%</strong></td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Chile</strong></td>
<td width="82">425,161</td>
<td width="85">510,665</td>
<td width="85"><strong>20.11%</strong></td>
<td width="38">!°</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Brazil</strong></td>
<td width="82">5,203,331</td>
<td width="85">6,332,562</td>
<td width="85"><strong>21.70%</strong></td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Philippines</strong></td>
<td width="82">2,312,734</td>
<td width="85">2,836,137</td>
<td width="85"><strong>22.63%</strong></td>
<td width="38">**</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Iran</strong></td>
<td width="82">1,458,375</td>
<td width="85">1,871,655</td>
<td width="85"><strong>28.34%</strong></td>
<td width="38">**</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Paraguay</strong></td>
<td width="82">124,585</td>
<td width="85">163,993</td>
<td width="85"><strong>31.63%</strong></td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Colombia</strong></td>
<td width="82">902,128</td>
<td width="85">1,200,037</td>
<td width="85"><strong>33.02%</strong></td>
<td width="38">**</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Mexico</strong></td>
<td width="82">2,769,265</td>
<td width="85">3,742,583</td>
<td width="85"><strong>35.15%</strong></td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Ecuador</strong></td>
<td width="82">276,903</td>
<td width="85">385,719</td>
<td width="85"><strong>39.30%</strong></td>
<td width="38">*</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Bolivia</strong></td>
<td width="82">201,066</td>
<td width="85">280,756</td>
<td width="85"><strong>39.63%</strong></td>
<td width="38">**</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"><strong>Peru</strong></td>
<td width="82">594,134</td>
<td width="85">838,981</td>
<td width="85"><strong>41.21%</strong></td>
<td width="38">**!</td>
</tr>
<tr>
<td width="16"></td>
<td width="169">*</td>
<td colspan="4" width="290"> part of Dec 2022 has been estimated</td>
</tr>
<tr>
<td width="16"></td>
<td width="169">**</td>
<td colspan="4" width="290"> more than a month has been estimated</td>
</tr>
<tr>
<td width="16"></td>
<td width="169">!</td>
<td colspan="3" width="252"> 2015 and/or 2016 estimated</td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169">^</td>
<td colspan="2" width="167">likely an undercount</td>
<td width="85"></td>
<td width="38"></td>
</tr>
<tr>
<td width="16"></td>
<td width="169">°</td>
<td colspan="4" width="290">has a chart <a href="https://eveningreport.nz/2023/03/03/keith-rankin-chart-analysis-covid19-pandemic-mortality-in-the-2020s-australasia-sweden-and-elsewhere/" data-saferedirecturl="https://www.google.com/url?hl=en&amp;q=https://eveningreport.nz/2023/03/03/keith-rankin-chart-analysis-covid19-pandemic-mortality-in-the-2020s-australasia-sweden-and-elsewhere/&amp;source=gmail&amp;ust=1678229019089000&amp;usg=AOvVaw0T8F5uSc7h9rQSkthOGBLM">here</a> or <a href="https://eveningreport.nz/2023/02/10/keith-rankin-chart-analysis-covid19-pandemic-european-countries-epidemic-deaths-to-the-end-of-2022/" data-saferedirecturl="https://www.google.com/url?hl=en&amp;q=https://eveningreport.nz/2023/02/10/keith-rankin-chart-analysis-covid19-pandemic-european-countries-epidemic-deaths-to-the-end-of-2022/&amp;source=gmail&amp;ust=1678229019089000&amp;usg=AOvVaw277uTeIi5NCha6MZpRaQG_">here</a></td>
</tr>
<tr>
<td width="16"></td>
<td colspan="5" width="459">source: <a href="https://ourworldindata.org/excess-mortality-covid" data-saferedirecturl="https://www.google.com/url?hl=en&amp;q=https://ourworldindata.org/excess-mortality-covid&amp;source=gmail&amp;ust=1678229019089000&amp;usg=AOvVaw0gzGAdmieIP6ghCwDEvGC0">ourworldindata.org/excess-mortality-covid</a> [raw counts]</td>
</tr>
<tr>
<td width="16"></td>
<td width="169"></td>
<td width="82"></td>
<td width="85"></td>
<td width="85"></td>
<td width="38"></td>
</tr>
</tbody>
</table>
<p style="font-weight: 400;">There is not really such thing as a &#8216;global pandemic&#8217;, because a pandemic is, by definition, a global event. In a pandemic, individual countries may be understood as &#8216;administrative regions&#8217;. National differences of mortality during a pandemic will be a mix of fortune, prior circumstances, and quality of administration. Re &#8216;quality of administration&#8217;, &#8216;body counts&#8217; – while most important – do not represent the whole story. We note here my second-most important question, above.</p>
<p style="font-weight: 400;">The data above will never be a global total, no matter how long we wait for laggard countries to report. Some countries simply don&#8217;t register deaths; these countries are mainly in South Asia and Africa. Some other countries do not share their death tallies with the rest of the world.</p>
<p style="font-weight: 400;">The data above is irrefutable, in that it is a simple count of deaths, covering two periods each of four years (209 weeks for those countries which report on a weekly basis). This contrasts with &#8216;official&#8217; Covid19 death tallies which depend, in each administrative jurisdiction, on some interpretation of what counts as a Covid19 death. &#8216;Total deaths&#8217; data does not distinguish direct from indirect pandemic deaths.</p>
<p style="font-weight: 400;">For most countries, regardless of covid, there would have been an increase in deaths in the most recent &#8216;quadrennium&#8217; (four-year period) vis-à-vis its predecessor. The major single cause of such covid-unrelated increased deaths is <strong><em>changes</em></strong> in the numbers of &#8216;elderly&#8217; people, with the precise age of &#8216;elderly&#8217; being higher in some countries (say Denmark) compared to others (say Lithuania). A country with a high proportion of elderly people need not have a higher percentage <em>increase</em> in deaths from one period to another; however, in these times, most countries are experiencing faster annual increases in their elderly populations than in their younger people.</p>
<p style="font-weight: 400;">One complication here is that World War Two ended in 1945, meaning that in 2020, a person born in 1945 turned 75 in 2020. While we are very sure that most countries had higher birth rates after 1945 than before, we are less sure about which countries had the biggest post-war &#8216;baby booms&#8217;.</p>
<p style="font-weight: 400;">One question that may be asked is &#8216;why include 2019 with the other pandemic years?&#8217;, given that the pandemic started in 2020. There are two reasons. First, as we have eight years of data conveniently tabulated by <a href="http://ourwordindata.org/" data-saferedirecturl="https://www.google.com/url?hl=en&amp;q=http://ourwordindata.org&amp;source=gmail&amp;ust=1678229019089000&amp;usg=AOvVaw0cEAHJ6p2OiSAnRmzGfvfo">ourwordindata.org</a>, the simplest procedure is to compare one quadrennium against the other. The second reason is that death rates in one year may &#8216;inversely&#8217; impact on the following year&#8217;s data. Countries which have above-average levels of epidemic influenza in the year-or-so before a pandemic are likely to have reduced deaths in the first year of that pandemic, because many of the people most vulnerable to infectious diseases have already died. Likewise, re the present pandemic, a benign influenza year in 2019 (such as in Sweden) would of itself postpone deaths until 2020.</p>
<p style="font-weight: 400;">Table 1 is not a &#8216;league table&#8217; of administrative competence, jurisdiction by jurisdiction. Nevertheless, the data shows broad categories of national experiences, and interesting variations (and non-variations) between countries regarded as like. It is a factual unnuanced measure of the different experiences of the Covid19 pandemic in different countries.</p>
<p style="font-weight: 400;">Some data highlights:</p>
<p style="font-weight: 400;"><strong>Scandinavia</strong></p>
<p style="font-weight: 400;">As with many social indicators, Scandinavian countries had the lowest amounts of &#8216;increased death&#8217; arising from the covid pandemic. Within that Nordic group, Sweden is a clear &#8216;winner&#8217;. This is particularly interesting because Sweden gained much publicity in 2020 for its contrary approach to public health administration during the pandemic. Sweden&#8217;s state epidemiologist, Anders Tegnell, famously said that Covid19 was a &#8220;marathon, not a sprint&#8221;. The marathon is now over, and Sweden has at least taken &#8216;line honours&#8217;.</p>
<p style="font-weight: 400;">However we should note that Sweden&#8217;s second-worst month (for excess deaths) for the whole pandemic was December 2022. (Its worst month was April 2020.) This significant though largely unnoticed fact is also true for other Western European countries. For some the 2022-2023 festive season was the worst three weeks for the entire pandemic. So, we may be looking at Covid19 as an &#8216;ultra-marathon&#8217; rather than a marathon; if so, we still have years to wait before we can conclusively evaluate the demographic consequences of this pandemic.</p>
<p style="font-weight: 400;">The countries which &#8216;did best&#8217; in the pandemic were those able to confine most of their covid-diagnosed deaths to people who, had they not died of Covid19, very likely would have died from other causes during the pandemic quadrennium.</p>
<p style="font-weight: 400;"><strong>Western Europe</strong></p>
<p style="font-weight: 400;">Countries in Western Europe outside of Scandinavia had increased deaths mainly in the six‑percent to ten‑percent range, with Belgium and Netherlands both just outside of that range (though on either side of it). Interestingly, in the first wave of Covid19, Belgium had many more recorded covid deaths (per capita) than Netherlands. But it was Netherlands which ended up with an &#8216;above 10 percent&#8217; increase. Netherlands had a bad pandemic.</p>
<p style="font-weight: 400;">The United Kingdom came very much in the middle of the Western European &#8216;pack&#8217;.</p>
<p style="font-weight: 400;">Two other &#8216;western&#8217; countries to note are Canada and Israel. Both have increased deaths higher than the European Union and United Kingdom countries.</p>
<p style="font-weight: 400;"><strong>Australasia</strong></p>
<p style="font-weight: 400;">Australia and New Zealand have increased deaths very similar to Western European levels.  &#8216;Officially&#8217;, both have reported fewer covid deaths per capita than do these European countries. This may be due in part to unusually large <em><u>increases</u></em> in the elderly populations of Australia and New Zealand; if so, many of these recent additional deaths will be neither directly nor indirectly due to Covid19.</p>
<p style="font-weight: 400;"><strong>Eastern Europe and East Asia</strong></p>
<p style="font-weight: 400;">Both these groups of countries have, for the most part, increased deaths in the ten‑ to twenty‑percent range. This, for East Asia at least, may be a big surprise to the many people who believed that East Asia set the exemplar for best public health policy during the pandemic.</p>
<p style="font-weight: 400;">In East Asia, South Korea is a country of particular concern. South Korea has not released weekly death tallies since July 2022; it used to be a reliable reporter of such data. Subsequent Covid19 case data from South Korea suggests that it has experienced two recent waves of Covid19.</p>
<p style="font-weight: 400;">Another country for which the Table 1 data may be understated is Hong Kong. December 2022 was known to be China&#8217;s worst month, and this showed in the alarming excess death toll for Macao (Hong Kong&#8217;s close neighbour) for that month. So the recent Hong Kong data may be substantially revised, or we may see a much bigger toll for Hong Kong in January 2023. (We should note that, in the United Kingdom, there are signs that many people who die in the end of any December have their deaths counted in the following January. Different administrative practices can may weekly data hard to compare across countries.)</p>
<p style="font-weight: 400;">For Eastern Europe, I have generally restricted this table to countries in the European Union, though I have included Serbia, showing that its experience is comparable to its European Union neighbours. Eastern Europe did particularly badly in the &#8216;official&#8217; Covid19 death tallies, in large part due to their high proportions of elderly people. Eastern Europe is a major source of economic migrants. (And, with lower life expectancies than in Western Europe, the threshold age that defines &#8216;elderly&#8217; in these countries is lower. We may note, as a matter of interest, that the typical life expectancy in Eastern Europe is comparable to New Zealand&#8217;s &#8216;Pasifika&#8217; population.)</p>
<p style="font-weight: 400;">An interesting group of Eastern European outliers are the Baltic countries: Lithuania, Latvia, and Estonia. While these recorded high numbers of Covid19 deaths relative to their total populations, the percentage increase in deaths is not so large. This is due to their high but unchanging prevalence of older people. Indeed, their populations probably got slightly younger in 2020 and 2021, as previous high levels of youth emigration will have been stemmed by Covid19 public health controls within the European Union.</p>
<p style="font-weight: 400;"><strong>South America and the United States</strong></p>
<p style="font-weight: 400;">The typical increase in deaths for South American countries is between twenty and forty percent, with Uruguay, Chile and Brazil looking best for those countries with available data. (Argentina is <em>extremely</em> slow at releasing its total death tallies.) Uruguay is easily best.</p>
<p style="font-weight: 400;">The high Covid19 mortality of the United States is very apparent in this simple tally of deaths. Indeed USA probably compares better with South America than it does with its European allies. The demography of the United States is like that of New Zealand in some respects, but like South America and Mexico in other respects. Western European (and Australasian) populations have life expectancies above 80. The USA and most South American countries do not. While Covid19 was a disaster for the United States, it may not be that the different public health responses within USA made much difference. It may be that certain known comorbidities – such as diabetes, drug dependency, mental unwellness – are more present in American than in European populations.</p>
<p style="font-weight: 400;"><strong>Further Interpretation</strong></p>
<p style="font-weight: 400;">I have here confined my interpretation of the data to the points which would be best understood by a professional statistician. Further interpretation takes us into the realm of scientific speculation. The science – the testing of plausible explanatory hypotheses with adequate datasets – needs to be done.</p>
<p style="font-weight: 400;">The first question begged by the data presented here is why Sweden in particular (and Europe in general) have come out of the pandemic rather well (so far! the ultra-marathon is far from over). The second question is why East Asia has come out so poorly, despite early indications to the contrary.</p>
<p style="font-weight: 400;">Sweden coming out of the pandemic marathon so well, and East Asia so problematically, is the inconvenient counter-narrative which happens to be the truth – the poorly understood truth – of the matter.</p>
<p style="font-weight: 400;">&#8212;&#8212;&#8212;&#8212;-</p>
<p style="font-weight: 400;">Keith Rankin (keith at rankin dot nz), trained as an economic historian, is a retired lecturer in Economics and Statistics. He lives in Auckland, New Zealand.</p>
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		<title>Keith Rankin Chart Analysis &#8211; Covid19 pandemic: Mortality in the 2020s, Australasia, Sweden and elsewhere</title>
		<link>https://eveningreport.nz/2023/03/03/keith-rankin-chart-analysis-covid19-pandemic-mortality-in-the-2020s-australasia-sweden-and-elsewhere/</link>
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		<dc:creator><![CDATA[Keith Rankin]]></dc:creator>
		<pubDate>Fri, 03 Mar 2023 05:41:00 +0000</pubDate>
				<category><![CDATA[Analysis]]></category>
		<category><![CDATA[Analysis Assessment]]></category>
		<category><![CDATA[Covid cases]]></category>
		<category><![CDATA[Covid deaths]]></category>
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					<description><![CDATA[Analysis by Keith Rankin. Quantity of Life With mortality data now available for many countries to the end of 2022 (and, for a few countries, for a month into 2023), we are now able to properly assess the demographic cost of the Covid19 pandemic. There is a proviso, in that for a number of countries, ]]></description>
										<content:encoded><![CDATA[<p>Analysis by Keith Rankin.</p>
<p style="font-weight: 400;"><strong>Quantity of Life</strong></p>
<p style="font-weight: 400;">With mortality data now available for many countries to the end of 2022 (and, for a few countries, for a month into 2023), we are now able to properly assess the <strong><em>demographic cost</em></strong> of the Covid19 pandemic. There is a proviso, in that for a number of countries, December 2022 experienced substantial covid-related mortality, suggesting that the demographic consequences will last into 2023 and probably 2024. The demographic cost includes mortality <strong><em>indirectly</em></strong> caused by both the disease itself and unintended consequences of the public health measures taken to contain the covid coronavirus.</p>
<p style="font-weight: 400;">It is important to note that there is an additional impact – the socio-economic impact – arising from the pandemic; a disruptive impact on the living, adverse on balance, that cannot be measured by death tolls, though which may be reflected if life expectancies beyond 2023 fall below previous projections. This is a &#8216;quality of life&#8217; rather than a &#8216;quantity of life&#8217; consequence of the public health events of 2020 and 2020.</p>
<p style="font-weight: 400;">We also need to note that, with eight years of data shown, we can compare the death tally for the second four years&#8217; [2019‑22] directly with the first four years [2015‑18] (both representing &#8216;quadrennial&#8217; periods of 209 weeks). It is appropriate that 2019 is included with the subsequent pandemic years, because events in 2019 may contribute to 2020 death numbers; in particular, if 2019 had lower than usual seasonal illnesses, then many people who would normally have died in the winter of 2019 would have died in of 2020 or 2021 instead.) We note that, for the pre-covid years in the 2010s&#8217; decade, the winter death peaks (typically late winter in the northern hemisphere) mainly relate to influenza, with a more general seasonal mortality effect triggered by &#8216;common colds&#8217; and the like.</p>
<p style="font-weight: 400;">(And one piece of technical information. The weekly death tolls charted have been &#8216;smoothed&#8217; to reduce the effects of random variation. Thus, the peak numbers for Australia and New Zealand – in July 2022 – each represent a weighted average of the deaths for that actual week and the deaths for the weeks immediately before and after. It means that the actual numbers of deaths in the peak weeks were higher than shown.)</p>
<p style="font-weight: 400;"><strong>Australia and New Zealand </strong></p>
<figure id="attachment_1079906" aria-describedby="caption-attachment-1079906" style="width: 1528px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2023/03/AusDths.png"><img loading="lazy" decoding="async" class="size-full wp-image-1079906" src="https://eveningreport.nz/wp-content/uploads/2023/03/AusDths.png" alt="" width="1528" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2023/03/AusDths.png 1528w, https://eveningreport.nz/wp-content/uploads/2023/03/AusDths-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2023/03/AusDths-1024x669.png 1024w, https://eveningreport.nz/wp-content/uploads/2023/03/AusDths-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2023/03/AusDths-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2023/03/AusDths-1068x698.png 1068w, https://eveningreport.nz/wp-content/uploads/2023/03/AusDths-642x420.png 642w" sizes="auto, (max-width: 1528px) 100vw, 1528px" /></a><figcaption id="caption-attachment-1079906" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<figure id="attachment_1079907" aria-describedby="caption-attachment-1079907" style="width: 1527px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2023/03/NZ_Dths.png"><img loading="lazy" decoding="async" class="size-full wp-image-1079907" src="https://eveningreport.nz/wp-content/uploads/2023/03/NZ_Dths.png" alt="" width="1527" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2023/03/NZ_Dths.png 1527w, https://eveningreport.nz/wp-content/uploads/2023/03/NZ_Dths-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2023/03/NZ_Dths-1024x670.png 1024w, https://eveningreport.nz/wp-content/uploads/2023/03/NZ_Dths-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2023/03/NZ_Dths-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2023/03/NZ_Dths-741x486.png 741w, https://eveningreport.nz/wp-content/uploads/2023/03/NZ_Dths-1068x699.png 1068w, https://eveningreport.nz/wp-content/uploads/2023/03/NZ_Dths-642x420.png 642w" sizes="auto, (max-width: 1527px) 100vw, 1527px" /></a><figcaption id="caption-attachment-1079907" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<p style="font-weight: 400;">I start with Australia, which in the past I have been unable to chart very well because the Australian authorities are unnecessarily slow to release mortality data, and when they do it&#8217;s typically up to ten weeks of data at a time. We note, with reference to the New Zealand chart, that Australia&#8217;s population is slightly more than five times more than New Zealand&#8217;s, and has a similar age structure.</p>
<p style="font-weight: 400;">A baseline mortality toll for Australia in the early 2020s would be 3,000 deaths per week; it is shown by the black &#8216;predict 2020&#8217; plot on the chart. The pattern of increasing deaths from 2015 to 2019 is mainly due to population increase; particularly, increased numbers of people aged over 70. (Baseline pre-pandemic weekly mortality for New Zealand is about 600.)</p>
<p style="font-weight: 400;">The scale of these charts is (approximately) with the top number (eg 5,000 for Australia) being double the bottom number (eg 2,500). In the first year of the pandemic, 2020, Australia&#8217;s weekly death tallies were much like what would have been expected in a non-covid year, but with lower winter deaths. That 2020 experience reflects the public health restrictions which were imposed, with the international travel restrictions probably being most important.</p>
<p style="font-weight: 400;">The demographic cost – in deaths – really begins in Australia in April 2021, and clearly persists to the end of (and most likely beyond) 2022. (A look at <a href="https://eveningreport.nz/2023/02/10/keith-rankin-chart-analysis-covid19-pandemic-european-countries-epidemic-deaths-to-the-end-of-2022/" data-saferedirecturl="https://www.google.com/url?q=https://eveningreport.nz/2023/02/10/keith-rankin-chart-analysis-covid19-pandemic-european-countries-epidemic-deaths-to-the-end-of-2022/&amp;source=gmail&amp;ust=1677899951022000&amp;usg=AOvVaw0OXl3dI3amEedMfxlFjzv6">my previous set of charts</a>suggests that, based on northern hemisphere experiences of late 2022, mid-2023 – winter – could be particularly bad in the southern hemisphere; although taking advantage of the seasonal time-lag to get suitable vaccination programs in place may help the &#8216;lucky south&#8217;.)</p>
<p style="font-weight: 400;">New Zealand data reveal a broadly similar pattern to Australia, though the 2020 shortfall of deaths was more accentuated, and the more general appearance of excess deaths began seven moths later than in Australia, in November 2021. New Zealand, having a much smaller population than Australia, shows more exaggerated peaks and troughs; and generally more &#8216;random noise&#8217;, more random variability, from week to week.</p>
<p style="font-weight: 400;">Australia&#8217;s pre-covid estimated life expectancy (source: IMF database) was 83.4, with a median population age of 37.9. For New Zealand, the comparable numbers were 82.3 and 37.9; so, both countries have very similar demographics.</p>
<p style="font-weight: 400;">I have calculated the increase in quadrennial (ie four-yearly) total deaths for 2019‑22 compared to 2015‑18. For Australia, with December 2022 data still missing, it&#8217;s an estimated 7.9% increase in deaths. For New Zealand it&#8217;s 8.2%, slightly higher. For both countries, 2022 is the year that most contributed to the 2019-22 excess deaths&#8217; toll. In addition to Covid19, increases in these countries&#8217; populations of elderly will have contributed to higher mortality this decade.</p>
<p style="font-weight: 400;"><strong>Finland and Sweden</strong></p>
<figure id="attachment_1079908" aria-describedby="caption-attachment-1079908" style="width: 1527px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2023/03/FinDths.png"><img loading="lazy" decoding="async" class="size-full wp-image-1079908" src="https://eveningreport.nz/wp-content/uploads/2023/03/FinDths.png" alt="" width="1527" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2023/03/FinDths.png 1527w, https://eveningreport.nz/wp-content/uploads/2023/03/FinDths-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2023/03/FinDths-1024x670.png 1024w, https://eveningreport.nz/wp-content/uploads/2023/03/FinDths-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2023/03/FinDths-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2023/03/FinDths-741x486.png 741w, https://eveningreport.nz/wp-content/uploads/2023/03/FinDths-1068x699.png 1068w, https://eveningreport.nz/wp-content/uploads/2023/03/FinDths-642x420.png 642w" sizes="auto, (max-width: 1527px) 100vw, 1527px" /></a><figcaption id="caption-attachment-1079908" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<figure id="attachment_1079909" aria-describedby="caption-attachment-1079909" style="width: 1528px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2023/03/SweDths.png"><img loading="lazy" decoding="async" class="size-full wp-image-1079909" src="https://eveningreport.nz/wp-content/uploads/2023/03/SweDths.png" alt="" width="1528" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2023/03/SweDths.png 1528w, https://eveningreport.nz/wp-content/uploads/2023/03/SweDths-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2023/03/SweDths-1024x669.png 1024w, https://eveningreport.nz/wp-content/uploads/2023/03/SweDths-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2023/03/SweDths-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2023/03/SweDths-1068x698.png 1068w, https://eveningreport.nz/wp-content/uploads/2023/03/SweDths-642x420.png 642w" sizes="auto, (max-width: 1528px) 100vw, 1528px" /></a><figcaption id="caption-attachment-1079909" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<p style="font-weight: 400;">Finland has just a few hundred thousand more people than New Zealand. Its 2019 estimated life expectancy was lower than Australia&#8217;s and New Zealand&#8217;s, at 81.9. And its median age, at 42.8, suggests that Finland should have a significantly higher base rate of deaths per week. Indeed, the chart shows a base weekly tally of about 950, substantially higher than New Zealand&#8217;s 600.</p>
<p style="font-weight: 400;">Finland was the most restrictive of the Nordic countries, with respect to public health management of Covid19. It&#8217;s pattern of weekly deaths looks very similar to New Zealand&#8217;s, with New Zealand having a six-month (seasonal) lag. This means that the extent that Finland&#8217;s deaths are above baseline from July 2022 seems likely to be a good predictor for New Zealand in the first half of 2023.</p>
<p style="font-weight: 400;">Finland had 7.2% more deaths in 2019‑22, compared to the previous four years. The main explanation for its lower mortality increase (than Australasia) is likely to be due to a lower rate of increase in the size of its elderly population.</p>
<p style="font-weight: 400;">Sweden has close to double New Zealand&#8217;s population, and had almost the same pre-covid life expectancy as Australia and New Zealand (82.8). Its median age was 41.0; lower than Finland&#8217;s, probably due to both more immigration (especially refugees) and (given Finland&#8217;s membership of the Eurozone) less emigration than Finland to places like Berlin and Brussels. As Sweden&#8217;s chart shows, Sweden&#8217;s pre-covid baseline mortality was about 1,600 deaths per week, equivalent to 800 in New Zealand; again, higher due to Sweden having relatively more older people than Australia or New Zealand.</p>
<p style="font-weight: 400;">Unlike the other countries mentioned so far, Sweden had almost all its pandemic excess mortality in the year commencing March 2020. One important reason for this was Sweden&#8217;s unexpectedly low mortality in the year-and-a-half prior (especially in the winters of 2018/19 and 2019/20) to Covid19, meaning that many of the covid deaths of the frail elderly in Sweden in 2020 were people who, based on statistical expectation, would normally have died before the pandemic struck. The other main reason for Sweden&#8217;s high early toll was its classically liberal public health policy approach.</p>
<p style="font-weight: 400;">2021 in Sweden looks very much like a normal pre-covid year in Sweden. In the second half of 2022, all west European countries had significantly elevated mortality, mainly it would seem associated with renewed Covid19 outbreaks. Comparing Finland and Sweden, both had December mortality peaks about 50% above baseline weekly death tallies. But Finland clearly had much worse autumns than Sweden, in both 2021 and 2022.</p>
<p style="font-weight: 400;">In an important sense, many people died in Finland in 2021 and 2022 who would have died in 2020 were it not for the public health mandates then operating in Finland but not Sweden.</p>
<p style="font-weight: 400;">There&#8217;s more to it than that though. Sweden&#8217;s increase in deaths for 2019‑22 compared to the previous four years was just 2.2% compared to Finland&#8217;s 7.2%. It looks as though Sweden&#8217;s population had a significantly higher level of general immunity in 2021 and 2022 than did Finland&#8217;s. Finland experienced a greater overall demographic cost from the pandemic – presumably in large part because of its different policy choices – than did Sweden.</p>
<p style="font-weight: 400;">Both of these Nordic countries (and the other Nordic countries too) had a lower increase in deaths than did Australia and New Zealand. But the Australasian countries probably had bigger increases in the elderly populations (defining &#8216;elderly&#8217; as over 70); nevertheless, Australia and New Zealand most definitely should not be congratulating themselves on having &#8216;done better in the Covid19 pandemic&#8217; than Sweden.</p>
<p style="font-weight: 400;"><strong>Greece</strong></p>
<figure id="attachment_1079910" aria-describedby="caption-attachment-1079910" style="width: 1527px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2023/03/GreDths.png"><img loading="lazy" decoding="async" class="size-full wp-image-1079910" src="https://eveningreport.nz/wp-content/uploads/2023/03/GreDths.png" alt="" width="1527" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2023/03/GreDths.png 1527w, https://eveningreport.nz/wp-content/uploads/2023/03/GreDths-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2023/03/GreDths-1024x670.png 1024w, https://eveningreport.nz/wp-content/uploads/2023/03/GreDths-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2023/03/GreDths-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2023/03/GreDths-741x486.png 741w, https://eveningreport.nz/wp-content/uploads/2023/03/GreDths-1068x699.png 1068w, https://eveningreport.nz/wp-content/uploads/2023/03/GreDths-642x420.png 642w" sizes="auto, (max-width: 1527px) 100vw, 1527px" /></a><figcaption id="caption-attachment-1079910" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<p style="font-weight: 400;">Greece is a European Union country with essentially the same population size as Sweden. It has the same pre-pandemic estimated life expectancy as the other countries charted so far (82.2), but has a significantly older population structure (pre-covid median age of 45.3), almost certainly due to a substantial depopulation of young adults in the wake of the Eurozone crisis which peaked in 2012. So we expect baseline weekly deaths to be substantially higher in Greece than in Sweden. Indeed, that is so. Pre-pandemic baseline weekly deaths in Greece stand at 2,200 compared to 1,600 in Sweden. (We note that much of this depopulation of young adults from Greece will have occurred before 2015, so we have no reason to believe that there has been a significant <em>change</em> in the age structure of Greece that would contribute to the pandemic-era death experience. Hence, the dominant reason for increased deaths in Greece will be Covid19.)</p>
<p style="font-weight: 400;">The chart for Greece shows no impact arising from Covid19 until October 2020. While this will be due to restrictive public health measures in the first half of 2020, it may also be due to high levels of influenza that seem to have been generally the case in southeast Europe in February 2020. This will mean that more vulnerable older Greeks will have died just before the pandemic, rather than in its early phase. And it means that Greeks will have had higher levels of general immunity in those early months.</p>
<p style="font-weight: 400;">The second European wave of Covid19, in late 2020, substantially impacted Greece, as it did all other European countries. In general, it had a disproportionate impact on vulnerable Eastern Europeans, with less natural immunity than their western co-Europeans. Greece had 11.1% more deaths in 2019‑22 compared to 2015‑18.</p>
<p style="font-weight: 400;">We see that Greece has had an unusually high level of summer epidemic death, almost certainly due to its status as a tourist destination. In 2021 Greece was a substantial victim during the &#8216;Delta&#8217; outbreak; based on comparative analysis this toll was due mainly to compromised immunity (including inadequate vaccination) and not to any specifically deadly features of the &#8216;Delta&#8217; variant of the Covid19 coronavirus. We see Greece with the same 50%-above-baseline mortality in December 2022 as other European countries. <em>Southern hemisphere countries can expect this sort of peak around June 2023, though preventable by mass vaccination this April</em>.</p>
<p style="font-weight: 400;"><strong>Chile</strong></p>
<figure id="attachment_1079911" aria-describedby="caption-attachment-1079911" style="width: 1527px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2023/03/ChileDths.png"><img loading="lazy" decoding="async" class="size-full wp-image-1079911" src="https://eveningreport.nz/wp-content/uploads/2023/03/ChileDths.png" alt="" width="1527" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2023/03/ChileDths.png 1527w, https://eveningreport.nz/wp-content/uploads/2023/03/ChileDths-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2023/03/ChileDths-1024x670.png 1024w, https://eveningreport.nz/wp-content/uploads/2023/03/ChileDths-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2023/03/ChileDths-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2023/03/ChileDths-741x486.png 741w, https://eveningreport.nz/wp-content/uploads/2023/03/ChileDths-1068x699.png 1068w, https://eveningreport.nz/wp-content/uploads/2023/03/ChileDths-642x420.png 642w" sizes="auto, (max-width: 1527px) 100vw, 1527px" /></a><figcaption id="caption-attachment-1079911" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<p style="font-weight: 400;">Chile is of interest as an alternative southern hemisphere country. It has almost exactly four times New Zealand&#8217;s population. It has a pre-pandemic baseline death rate of 1,900 which would be equivalent to 475 in New Zealand; that is, well below New Zealand&#8217;s baseline weekly death tally of 600. While this is due to Chile&#8217;s lower pre-pandemic median age (35.4 compared to Australasia&#8217;s 37.9), it also reflects Chile&#8217;s high – for the Americas – pre-pandemic life expectancy estimate of 80.2.</p>
<p style="font-weight: 400;">We see that Chile was largely successful at keeping Covid19 at bay until May 2020. But it was always more challenging in a country with land borders to three other countries, with the Peruvian and Bolivian border most significant at that stage. And clearly the international airport in Santiago was not as well sealed as those in Australasia. Unlike Australia and New Zealand, Chile was hit hard in the first half of 2021, and had a much bigger (&#8216;Omicron&#8217; variant) peak mortality in early 2022. Other than that, its experience in late 2021 and late 2022 was similar to Australia&#8217;s. Overall, Chile saw a 20.1% increase in mortality in 2019‑22 compared to 2015‑18, accentuated by its surprisingly low pre-pandemic base. Low pandemic mortality for South America, but high for the world as a whole. Undoubtedly Chile has also had a substantial increase in its older population, though maybe not as marked as in those countries whose birth rates were most affected by World War II.</p>
<p style="font-weight: 400;"><strong>United States</strong></p>
<figure id="attachment_1079912" aria-describedby="caption-attachment-1079912" style="width: 1527px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2023/03/US_Dths.png"><img loading="lazy" decoding="async" class="size-full wp-image-1079912" src="https://eveningreport.nz/wp-content/uploads/2023/03/US_Dths.png" alt="" width="1527" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2023/03/US_Dths.png 1527w, https://eveningreport.nz/wp-content/uploads/2023/03/US_Dths-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2023/03/US_Dths-1024x670.png 1024w, https://eveningreport.nz/wp-content/uploads/2023/03/US_Dths-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2023/03/US_Dths-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2023/03/US_Dths-741x486.png 741w, https://eveningreport.nz/wp-content/uploads/2023/03/US_Dths-1068x699.png 1068w, https://eveningreport.nz/wp-content/uploads/2023/03/US_Dths-642x420.png 642w" sizes="auto, (max-width: 1527px) 100vw, 1527px" /></a><figcaption id="caption-attachment-1079912" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<p style="font-weight: 400;">The United States is like a mix of Australia and Chile. It had a pre-pandemic estimated life expectancy of 78.9, well below both Chile and Australia; indeed a &#8216;third world&#8217; life-expectancy. The median age pre-covid was 38.3, very similar to Australia and New Zealand; so having a similar age structure to the Australasian countries.</p>
<p style="font-weight: 400;">USA has a population 66 times that of New Zealand. It&#8217;s base pre-pandemic weekly mortality of 52,000 is equivalent to a high 790 for New Zealand, much higher than New Zealand&#8217;s actual 600 baseline. Given the similar age structures of United States and New Zealand, this has to be due to a generally higher pre-pandemic risk of death from all causes in the United States.</p>
<p style="font-weight: 400;">Overall, the chart for USA is comparable with the chart for Chile. Deaths in the United States increased by 16.8% over the two periods; like Chile but without the low base that might have inflated this statistic for Chile. Covid19 was clearly a big disaster for the United States, though I suspect that high levels of comorbidity – including obesity, diabetes, drug misuse, mental unwellness – contributed more than public policy. Indeed, USA had a younger profile of Covid19 mortality than most other countries.</p>
<p style="font-weight: 400;"><strong>United Kingdom</strong></p>
<figure id="attachment_1079913" aria-describedby="caption-attachment-1079913" style="width: 1527px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2023/03/UK_Dths.png"><img loading="lazy" decoding="async" class="size-full wp-image-1079913" src="https://eveningreport.nz/wp-content/uploads/2023/03/UK_Dths.png" alt="" width="1527" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2023/03/UK_Dths.png 1527w, https://eveningreport.nz/wp-content/uploads/2023/03/UK_Dths-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2023/03/UK_Dths-1024x670.png 1024w, https://eveningreport.nz/wp-content/uploads/2023/03/UK_Dths-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2023/03/UK_Dths-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2023/03/UK_Dths-741x486.png 741w, https://eveningreport.nz/wp-content/uploads/2023/03/UK_Dths-1068x699.png 1068w, https://eveningreport.nz/wp-content/uploads/2023/03/UK_Dths-642x420.png 642w" sizes="auto, (max-width: 1527px) 100vw, 1527px" /></a><figcaption id="caption-attachment-1079913" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<p style="font-weight: 400;">Finally, we look at the United Kingdom, with a baseline pre-pandemic death tally of 10,500 per week. That translates to 775 in New Zealand. The United Kingdom had a median age of 40.8 pre-pandemic, similar to Sweden. And a life expectancy of 81.3, similar to Finland. This older population structure largely explains Britain&#8217;s higher (than Australasia and Chile) level of baseline mortality.</p>
<p style="font-weight: 400;">Mortality patterns in the United Kingdom were most like that of Sweden, except generally higher, and significantly worse in 2021. We should also notice Britain&#8217;s huge peak in January 2023, probably partly due to Britain&#8217;s unique way of reporting death statistics. (Many late December deaths are recorded in the following year; this seems to be true for each year.)</p>
<p style="font-weight: 400;">Overall, the United Kingdom&#8217;s increase in deaths for 2019‑22 over 2015‑18 was 7.9%, same as Australia and less than New Zealand. However, we cannot claim that the demographic impact in the United Kingdom, so far, is less than in New Zealand. In the absence of the Covid19 pandemic, New Zealand&#8217;s deaths would have increased by more. This is because New Zealand&#8217;s <em>increase</em> in the number of people aged over 70 is more pronounced than is Britain&#8217;s. It may also be due to a worrying rate of increase in New Zealand of sub-70 non-covid mortality; that is, of mortality of people aged under 70 with American-style comorbidities. We note this already, in that the average age of people in New Zealand who die <u>with</u> Covid19 is significantly younger than the average age of those who die <u>of</u> Covid19.</p>
<p style="font-weight: 400;"><strong>Brief Conclusion</strong></p>
<p style="font-weight: 400;">Sweden, with its more classically liberal public health approach, has had easily the lowest pandemic and post-pandemic mortality increases so far.</p>
<p style="font-weight: 400;">Data from other countries suggests that factors around general immunity and comorbidity are the major determinants of pandemic mortality; that is, neither infection rates nor viral mutation rates. And we should note that Covid19 vaccinations also probably improve general immunity, and not just immunity to the covid virus.</p>
<p style="font-weight: 400;">Re Australia and New Zealand, the lessons are two: the severe Covid19 winter of 2022/23 in (especially western) Europe will likely be replicated in Australia, New Zealand and Chile if mass revaccination does not take place this April. And that these southern countries may have unaddressed comorbidity problems, not unlike the problem in clear sight in the United States; in New Zealand this problem is by no means confined to people of Māori and Pasifika ethnicity.</p>
<p style="font-weight: 400;">______________</p>
<p style="font-weight: 400;">Keith Rankin (keith at rankin dot nz), trained as an economic historian, is a retired lecturer in Economics and Statistics. He lives in Auckland, New Zealand.</p>
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		<title>Keith Rankin Chart Analysis &#8211; Excess Deaths: Some Countries to Note</title>
		<link>https://eveningreport.nz/2022/11/24/keith-rankin-chart-analysis-excess-deaths-some-countries-to-note/</link>
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		<dc:creator><![CDATA[Keith Rankin]]></dc:creator>
		<pubDate>Thu, 24 Nov 2022 04:02:06 +0000</pubDate>
				<category><![CDATA[Analysis]]></category>
		<category><![CDATA[Analysis Assessment]]></category>
		<category><![CDATA[Coronavirus]]></category>
		<category><![CDATA[Covid deaths]]></category>
		<category><![CDATA[covid-19]]></category>
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		<category><![CDATA[CTF]]></category>
		<category><![CDATA[Finland]]></category>
		<category><![CDATA[Germany]]></category>
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		<category><![CDATA[Keith Rankin Chart Analysis]]></category>
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		<guid isPermaLink="false">https://eveningreport.nz/?p=1078388</guid>

					<description><![CDATA[Analysis by Keith Rankin. The first of the above charts shows excess seasonal deaths in the United Kingdom as winter approaches. While the huge mortality peaks of the pandemic in Britain are long past, we do see significant excess mortality in the United Kingdom since April. And October 2022 excess mortality rates are higher than ]]></description>
										<content:encoded><![CDATA[<p>Analysis by Keith Rankin.</p>
<figure id="attachment_1078389" aria-describedby="caption-attachment-1078389" style="width: 1527px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/11/UK70s.png"><img loading="lazy" decoding="async" class="size-full wp-image-1078389" src="https://eveningreport.nz/wp-content/uploads/2022/11/UK70s.png" alt="" width="1527" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/11/UK70s.png 1527w, https://eveningreport.nz/wp-content/uploads/2022/11/UK70s-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/11/UK70s-1024x670.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/11/UK70s-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/11/UK70s-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/11/UK70s-741x486.png 741w, https://eveningreport.nz/wp-content/uploads/2022/11/UK70s-1068x699.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/11/UK70s-642x420.png 642w" sizes="auto, (max-width: 1527px) 100vw, 1527px" /></a><figcaption id="caption-attachment-1078389" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<figure id="attachment_1078390" aria-describedby="caption-attachment-1078390" style="width: 1527px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/11/Neth70s.png"><img loading="lazy" decoding="async" class="size-full wp-image-1078390" src="https://eveningreport.nz/wp-content/uploads/2022/11/Neth70s.png" alt="" width="1527" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/11/Neth70s.png 1527w, https://eveningreport.nz/wp-content/uploads/2022/11/Neth70s-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/11/Neth70s-1024x670.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/11/Neth70s-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/11/Neth70s-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/11/Neth70s-741x486.png 741w, https://eveningreport.nz/wp-content/uploads/2022/11/Neth70s-1068x699.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/11/Neth70s-642x420.png 642w" sizes="auto, (max-width: 1527px) 100vw, 1527px" /></a><figcaption id="caption-attachment-1078390" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<figure id="attachment_1078391" aria-describedby="caption-attachment-1078391" style="width: 1527px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/11/Ger70s.png"><img loading="lazy" decoding="async" class="size-full wp-image-1078391" src="https://eveningreport.nz/wp-content/uploads/2022/11/Ger70s.png" alt="" width="1527" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/11/Ger70s.png 1527w, https://eveningreport.nz/wp-content/uploads/2022/11/Ger70s-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/11/Ger70s-1024x670.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/11/Ger70s-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/11/Ger70s-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/11/Ger70s-741x486.png 741w, https://eveningreport.nz/wp-content/uploads/2022/11/Ger70s-1068x699.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/11/Ger70s-642x420.png 642w" sizes="auto, (max-width: 1527px) 100vw, 1527px" /></a><figcaption id="caption-attachment-1078391" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<p><strong>The first of the above charts shows excess seasonal deaths in the United Kingdom as winter approaches.</strong> While the huge mortality peaks of the pandemic in Britain are long past, we do see significant excess mortality in the United Kingdom since April. And October 2022 excess mortality rates are higher than those of 2020 and 2021. The situation in Netherlands is similar.</p>
<p>The story in Germany is similar, since June 2022. While the recent unseasonal mortality peak – due to Covid19 if reports are accurate – is now waning, it seems likely that Germany will face another mortality peak comparable with its influenza peak of 2016/17. In Germany, none of its Covid waves had as much peak excess mortality as the influenza peak of February/March 2018.</p>
<p>The data is not as up-to-date in the following three countries.</p>
<figure id="attachment_1078392" aria-describedby="caption-attachment-1078392" style="width: 1527px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/11/NZ70s.png"><img loading="lazy" decoding="async" class="size-full wp-image-1078392" src="https://eveningreport.nz/wp-content/uploads/2022/11/NZ70s.png" alt="" width="1527" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/11/NZ70s.png 1527w, https://eveningreport.nz/wp-content/uploads/2022/11/NZ70s-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/11/NZ70s-1024x670.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/11/NZ70s-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/11/NZ70s-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/11/NZ70s-741x486.png 741w, https://eveningreport.nz/wp-content/uploads/2022/11/NZ70s-1068x699.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/11/NZ70s-642x420.png 642w" sizes="auto, (max-width: 1527px) 100vw, 1527px" /></a><figcaption id="caption-attachment-1078392" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<p>For New Zealand, we see the Covid19 deaths as a period of rising seasonal excess from February to July this year. Then there was a sharp drop-off, meaning that from August New Zealand experienced just its normal late-winter seasonal mortality. While some of this was due to Covid19, it was offset by lower-than-expected deaths from other seasonal illnesses. My hunch is that New Zealand will see a summer Covid19 mortality peak; not as high as the July peak, but unambiguously Covid19.</p>
<p>The other New Zealand story is the unexplained winter mortality peak of 2021. All the New Zealand public knows about this is that it was neither Covid19 nor Influenza. It might have been due in part to RSV, which hospitalised many young children in 2021. In the United States at present, we are getting reports (eg from ABC News this week) of a &#8220;tripledemic&#8221;, which includes a nasty &#8216;flu&#8217; and an RSV outbreak that is hospitalising older Americans as well as children.</p>
<figure id="attachment_1078393" aria-describedby="caption-attachment-1078393" style="width: 1528px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/11/Fin70s.png"><img loading="lazy" decoding="async" class="size-full wp-image-1078393" src="https://eveningreport.nz/wp-content/uploads/2022/11/Fin70s.png" alt="" width="1528" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/11/Fin70s.png 1528w, https://eveningreport.nz/wp-content/uploads/2022/11/Fin70s-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/11/Fin70s-1024x669.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/11/Fin70s-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/11/Fin70s-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/11/Fin70s-1068x698.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/11/Fin70s-642x420.png 642w" sizes="auto, (max-width: 1528px) 100vw, 1528px" /></a><figcaption id="caption-attachment-1078393" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<p>Finland is one country in Europe which New Zealand likes to compare itself to. Finland avoided the dramatic Covid19 peaks experienced by United Kingdom and Netherlands. But it has had worryingly high excess mortality since June 2021, and continues to do so.</p>
<figure id="attachment_1078394" aria-describedby="caption-attachment-1078394" style="width: 1527px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/11/Swe70s.png"><img loading="lazy" decoding="async" class="size-full wp-image-1078394" src="https://eveningreport.nz/wp-content/uploads/2022/11/Swe70s.png" alt="" width="1527" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/11/Swe70s.png 1527w, https://eveningreport.nz/wp-content/uploads/2022/11/Swe70s-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/11/Swe70s-1024x670.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/11/Swe70s-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/11/Swe70s-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/11/Swe70s-741x486.png 741w, https://eveningreport.nz/wp-content/uploads/2022/11/Swe70s-1068x699.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/11/Swe70s-642x420.png 642w" sizes="auto, (max-width: 1527px) 100vw, 1527px" /></a><figcaption id="caption-attachment-1078394" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<p>Sweden, unlike Finland, had two big peaks of Covid19 mortality in 2020. Since then, Sweden has generally looked much better than all other European countries. Nevertheless, Sweden did have a problem, presumably a Covid19 problem, from June to October 2022. Though not as bad as Finland.</p>
<p>Overall, the pattern seems to be that populations are becoming more vulnerable to respiratory illnesses. If people who have previously had Covid19 are dying more, then damage already done by the SARS-Cov2 virus is likely to be the main culprit. If people who did not get Covid19 previously are facing a higher risk of death from respiratory illness, then the main problem is likely to be compromised general immunity arising from reduced general community contact with these types of viruses.</p>
<p>The post-covid mortality problem is slightly worse than it appears, especially if we consider United Kingdom and Netherlands, both countries with high early death tolls from Covid19. In these countries, many of the people most vulnerable to Covid19 have already died. So the denominator populations are, disproportionately, covid survivors (meaning either they had it and recovered, or they avoided it). Typically, after a demographically-significant epidemic, subsequent death rates should be below the historical average.</p>
<p style="text-align: center;">*******</p>
<p>Keith Rankin (keith at rankin dot nz), trained as an economic historian, is a retired lecturer in Economics and Statistics. He lives in Auckland, New Zealand.</p>
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		<title>Keith Rankin Chart Analysis &#8211; Covid19 in Chile (across the &#8216;big ditch&#8217;) and New Zealand</title>
		<link>https://eveningreport.nz/2022/10/20/keith-rankin-chart-analysis-covid19-in-chile-across-the-big-ditch-and-new-zealand/</link>
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		<dc:creator><![CDATA[Keith Rankin]]></dc:creator>
		<pubDate>Thu, 20 Oct 2022 02:09:54 +0000</pubDate>
				<category><![CDATA[Analysis]]></category>
		<category><![CDATA[Analysis Assessment]]></category>
		<category><![CDATA[Chile]]></category>
		<category><![CDATA[Coronavirus]]></category>
		<category><![CDATA[Covid deaths]]></category>
		<category><![CDATA[covid mortality]]></category>
		<category><![CDATA[covid-19]]></category>
		<category><![CDATA[covid19]]></category>
		<category><![CDATA[CTF]]></category>
		<category><![CDATA[Health]]></category>
		<category><![CDATA[Health emergency]]></category>
		<category><![CDATA[Health Status]]></category>
		<category><![CDATA[Keith Rankin]]></category>
		<category><![CDATA[Keith Rankin Chart Analysis]]></category>
		<category><![CDATA[Lead]]></category>
		<category><![CDATA[MIL Syndication]]></category>
		<category><![CDATA[MIL-OSI]]></category>
		<category><![CDATA[New Zealand]]></category>
		<category><![CDATA[Pandemic]]></category>
		<category><![CDATA[Statistics]]></category>
		<guid isPermaLink="false">https://eveningreport.nz/?p=1077720</guid>

					<description><![CDATA[Analysis by Keith Rankin. Chile is an important comparator country to New Zealand; in terms of physical geography, political economy, and demography (including conflict between indigenous peoples and &#8216;colonisers&#8217;). In terms of physical geography, it is mostly temperate; and, most importantly, it is in the southern hemisphere. The above chart shows excess deaths in Chile ]]></description>
										<content:encoded><![CDATA[<p>Analysis by Keith Rankin.</p>
<p><strong>Chile is an important comparator country to New Zealand; in terms of physical geography, political economy, and demography (including conflict between indigenous peoples and &#8216;colonisers&#8217;).</strong> In terms of physical geography, it is mostly temperate; and, most importantly, it is in the southern hemisphere.</p>
<figure id="attachment_1077721" aria-describedby="caption-attachment-1077721" style="width: 1528px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/10/Chile_xs_age.png"><img loading="lazy" decoding="async" class="size-full wp-image-1077721" src="https://eveningreport.nz/wp-content/uploads/2022/10/Chile_xs_age.png" alt="" width="1528" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/10/Chile_xs_age.png 1528w, https://eveningreport.nz/wp-content/uploads/2022/10/Chile_xs_age-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/10/Chile_xs_age-1024x669.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/10/Chile_xs_age-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/10/Chile_xs_age-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/10/Chile_xs_age-1068x698.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/10/Chile_xs_age-642x420.png 642w" sizes="auto, (max-width: 1528px) 100vw, 1528px" /></a><figcaption id="caption-attachment-1077721" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<p>The above chart shows excess deaths in Chile since January 2020. (While I have a similar chart for New Zealand, it&#8217;s too &#8216;noisy&#8217; to show here; this is due to New Zealand&#8217;s small population. Chile has four times as many people as New Zealand.)</p>
<p>This chart shows weekly peaks for excess death, by age group. (The data is slightly smoothed. To reduce random noise, it uses a kind of three-period centred moving average, in which the featured week has a 50% weight, and the weeks before and after each have a 25% weight.)</p>
<p>For Chile, we see two very sharp peaks of covid mortality, in May/June 2020 and February 2022. Neither of these should really be characterised as &#8216;winter outbreaks&#8217; of Covid19. We also see a longer lasting outbreak in the first half of 2021, also not winter.</p>
<p>Chile did its best to suppress Covid19, but it was always harder to do this in a continental country than in an archipelago such as New Zealand. Chilean covid policy was more particular than most countries in trying to protect the elderly. This shows in the initial 2020 peak; and also in 2021 when Chile was one of the early vaccinators, and gave significant priority to its oldest citizens.</p>
<p>By 2022, much of the immunity – from vaccination, from the 2021 epidemic, and from other respiratory viruses – had clearly waned. So, when covid reappeared in the summer of 2021/22, there was a large cohort of particularly vulnerable older people, who died in huge numbers. We also see the second 2022 wave in Chile as in New Zealand, with winter deaths peaking in July; again mostly older people.</p>
<p>To understand what happens in winter, we need to take account of the other winter illnesses, of which influenza is epidemic and common colds are endemic.</p>
<figure id="attachment_1077722" aria-describedby="caption-attachment-1077722" style="width: 1527px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/10/Chile_xs.png"><img loading="lazy" decoding="async" class="size-full wp-image-1077722" src="https://eveningreport.nz/wp-content/uploads/2022/10/Chile_xs.png" alt="" width="1527" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/10/Chile_xs.png 1527w, https://eveningreport.nz/wp-content/uploads/2022/10/Chile_xs-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/10/Chile_xs-1024x670.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/10/Chile_xs-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/10/Chile_xs-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/10/Chile_xs-741x486.png 741w, https://eveningreport.nz/wp-content/uploads/2022/10/Chile_xs-1068x699.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/10/Chile_xs-642x420.png 642w" sizes="auto, (max-width: 1527px) 100vw, 1527px" /></a><figcaption id="caption-attachment-1077722" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<figure id="attachment_1077723" aria-describedby="caption-attachment-1077723" style="width: 1527px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/10/NZ_xs.png"><img loading="lazy" decoding="async" class="size-full wp-image-1077723" src="https://eveningreport.nz/wp-content/uploads/2022/10/NZ_xs.png" alt="" width="1527" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/10/NZ_xs.png 1527w, https://eveningreport.nz/wp-content/uploads/2022/10/NZ_xs-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/10/NZ_xs-1024x670.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/10/NZ_xs-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/10/NZ_xs-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/10/NZ_xs-741x486.png 741w, https://eveningreport.nz/wp-content/uploads/2022/10/NZ_xs-1068x699.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/10/NZ_xs-642x420.png 642w" sizes="auto, (max-width: 1527px) 100vw, 1527px" /></a><figcaption id="caption-attachment-1077723" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<p>The above charts show this more contextualised picture, for Chile and for New Zealand. (Again, these charts use the centred moving average technique, which flattens the peaks in the charts.) Chile typically has 2,000 deaths per week, whereas New Zealand typically has 600. We also note that the plots for 2016 to 2019 in Chile are closer together than for New Zealand; suggesting that Chile is not aging as fast as New Zealand, and also that Chile&#8217;s annual population growth is less than New Zealand&#8217;s (reflecting New Zealand&#8217;s higher net immigration in the late 2010s).</p>
<p>In both charts the black line shows &#8216;expected deaths&#8217; for 2020. (I have calculated this myself, and have shownthat my calculation is credible.) One problem with the age-based &#8216;excess deaths&#8217; data from <a href="http://ourworldindata.org/" data-saferedirecturl="https://www.google.com/url?q=http://ourworldindata.org&amp;source=gmail&amp;ust=1666311959551000&amp;usg=AOvVaw0BT13ZQNJiDa2UYl4GoT_Y">ourworldindata.org</a> is that it is hard to check the validity of their estimates for expected deaths. I have also calculated expected (ie predicted) deaths for 2021 and 2022, though not shown these in order to keep the charts &#8216;clean&#8217;. (The annual percentage increase in predicted deaths for New Zealand was more than double the equivalent calculation for Chile, on account of New Zealand&#8217;s faster aging and faster general population growth.)</p>
<p>Chile&#8217;s first mortality peak, in 2020, was delayed until early winter thanks to public health measures. In Chile, June has been the peak month for mortality linked to influenza and common colds. Excess deaths (eg for 2020) is the difference between actual deaths and predicted deaths. Thus, in June 2020 in Chile, &#8216;excess deaths&#8217; attributable to Covid19 understates actual &#8216;Covid19 deaths&#8217;, because we know that covid to a large extent displaced influenzas and common colds. This was different this year, however, with the peak of excess deaths being July rather than June. The most pertinent measure is &#8216;excess deaths for <u>all</u> seasonal illnesses&#8217;. By this measure we can see that excess weekly deaths, normally about 500 in June, grew to about 2,000 in June 2020.</p>
<p>In New Zealand, excess deaths were substantially negative in 2020, in the absence of deaths from influenza and covid. And common cold related deaths were less than usual. 2021 seasonal mortality was about normal, with certain unspecified &#8216;cold&#8217; conditions being the main culprit that winter. December in 2020 and 2021 saw more total deaths than would normally have been expected. The 2022 (belated) outbreak in New Zealand saw substantial though not dramatic excess covid deaths from March to July.</p>
<p>Mortality data for New Zealand released to international databases shows a sharp decline in excess covid deaths from August this year. Some of this data may be upwardly revised in coming releases.</p>
<p>We should note that the actual weekly death peak for New Zealand is 965 (week ended 26 July 2022); it looks less than this on the chart due to the moving average &#8216;anti-noise&#8217; technique used. That is the highest number of deaths in any week in New Zealand&#8217;s history since November 1918. (Before 2022, that record was 863 deaths in the week to 2 August 2017, a week of record influenza-caused deaths.)</p>
<p>The final two charts show excess deaths in both countries as percentages above &#8216;normal&#8217; for each of the three covid years; we note that &#8216;normal&#8217; is adjusted for each year, and it represents the absence of both covid and seasonal increments to the death rate. For New Zealand the main feature to look out for is whether the rapid drop-off in reported deaths from late July is confirmed.</p>
<figure id="attachment_1077724" aria-describedby="caption-attachment-1077724" style="width: 1527px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/10/NZxs.png"><img loading="lazy" decoding="async" class="size-full wp-image-1077724" src="https://eveningreport.nz/wp-content/uploads/2022/10/NZxs.png" alt="" width="1527" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/10/NZxs.png 1527w, https://eveningreport.nz/wp-content/uploads/2022/10/NZxs-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/10/NZxs-1024x670.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/10/NZxs-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/10/NZxs-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/10/NZxs-741x486.png 741w, https://eveningreport.nz/wp-content/uploads/2022/10/NZxs-1068x699.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/10/NZxs-642x420.png 642w" sizes="auto, (max-width: 1527px) 100vw, 1527px" /></a><figcaption id="caption-attachment-1077724" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<figure id="attachment_1077725" aria-describedby="caption-attachment-1077725" style="width: 1527px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/10/Chilexs.png"><img loading="lazy" decoding="async" class="size-full wp-image-1077725" src="https://eveningreport.nz/wp-content/uploads/2022/10/Chilexs.png" alt="" width="1527" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/10/Chilexs.png 1527w, https://eveningreport.nz/wp-content/uploads/2022/10/Chilexs-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/10/Chilexs-1024x670.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/10/Chilexs-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/10/Chilexs-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/10/Chilexs-741x486.png 741w, https://eveningreport.nz/wp-content/uploads/2022/10/Chilexs-1068x699.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/10/Chilexs-642x420.png 642w" sizes="auto, (max-width: 1527px) 100vw, 1527px" /></a><figcaption id="caption-attachment-1077725" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<p>Chile&#8217;s excess deaths this winter have been significantly higher than New Zealand&#8217;s, with a July peak of 56% (covid and seasonal) and an August peak of 38%. New Zealand is not exceptional, however. My sense is that, this coming summer, excess deaths in New Zealand (in percentage terms) will exceed excess deaths in Chile.</p>
<p style="text-align: center;">*******</p>
<p>Keith Rankin (keith at rankin dot nz), trained as an economic historian, is a retired lecturer in Economics and Statistics. He lives in Auckland, New Zealand.</p>
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		<title>Keith Rankin Chart Analysis &#8211; Tourist Europe again: Covid19 Waves compared</title>
		<link>https://eveningreport.nz/2022/10/17/keith-rankin-chart-analysis-tourist-europe-again-covid19-waves-compared/</link>
					<comments>https://eveningreport.nz/2022/10/17/keith-rankin-chart-analysis-tourist-europe-again-covid19-waves-compared/#respond</comments>
		
		<dc:creator><![CDATA[Keith Rankin]]></dc:creator>
		<pubDate>Mon, 17 Oct 2022 03:49:20 +0000</pubDate>
				<category><![CDATA[Analysis]]></category>
		<category><![CDATA[Analysis Assessment]]></category>
		<category><![CDATA[Coronavirus]]></category>
		<category><![CDATA[Covid cases]]></category>
		<category><![CDATA[Covid deaths]]></category>
		<category><![CDATA[Covid fatigue]]></category>
		<category><![CDATA[covid mortality]]></category>
		<category><![CDATA[Covid policies]]></category>
		<category><![CDATA[Covid spread]]></category>
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		<category><![CDATA[CTF]]></category>
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		<category><![CDATA[Health emergency]]></category>
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		<category><![CDATA[Health Status]]></category>
		<category><![CDATA[Keith Rankin]]></category>
		<category><![CDATA[Keith Rankin Chart Analysis]]></category>
		<category><![CDATA[Lead]]></category>
		<category><![CDATA[MIL Syndication]]></category>
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		<guid isPermaLink="false">https://eveningreport.nz/?p=1077629</guid>

					<description><![CDATA[Analysis by Keith Rankin. Here we see charts of the same ten western tourist countries of Europe (refer to my Travel Warning: Excess Summer Deaths in Europe, 5 Oct 2022). It is important to note from the outset that &#8216;reported death&#8217; figures have become increasingly unreliable. And reported cases are now unreliable indicators of the ]]></description>
										<content:encoded><![CDATA[<p>Analysis by Keith Rankin.</p>
<p>Here we see charts of the same ten western tourist countries of Europe (refer to my <a href="https://eveningreport.nz/2022/10/05/keith-rankin-chart-analysis-travel-warning-excess-summer-deaths-in-europe/" data-saferedirecturl="https://www.google.com/url?q=https://eveningreport.nz/2022/10/05/keith-rankin-chart-analysis-travel-warning-excess-summer-deaths-in-europe/&amp;source=gmail&amp;ust=1666058839196000&amp;usg=AOvVaw0FNKPlqdcrvUS1h4_IeAk2">Travel Warning: Excess Summer Deaths in Europe</a>, 5 Oct 2022). It is important to note from the outset that &#8216;reported death&#8217; figures have become increasingly unreliable. And reported cases are now unreliable indicators of the size of a covid outbreak; they do indicate the timing of covid waves, however, albeit with increasing time lags relative to the date of infection. The most reliable data is &#8216;excess deaths&#8217;. (Indeed Michael Baker has recently taken to citing this measure; see <em>NZ Herald</em> 16 October <a href="https://www.nzherald.co.nz/nz/covid-19-omicron-outbreak-another-wave-risks-hundreds-more-deaths-this-year-michael-baker/2NONUIJWK7QN4LCGNIJHTYKFKA/" data-saferedirecturl="https://www.google.com/url?q=https://www.nzherald.co.nz/nz/covid-19-omicron-outbreak-another-wave-risks-hundreds-more-deaths-this-year-michael-baker/2NONUIJWK7QN4LCGNIJHTYKFKA/&amp;source=gmail&amp;ust=1666058839196000&amp;usg=AOvVaw34MtywTDCm-8Y8KGlTnisg">Covid19 Omicron outbreak; Another Wave</a>.)</p>
<figure id="attachment_1077630" aria-describedby="caption-attachment-1077630" style="width: 1528px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/10/Gre6000.png"><img loading="lazy" decoding="async" class="size-full wp-image-1077630" src="https://eveningreport.nz/wp-content/uploads/2022/10/Gre6000.png" alt="" width="1528" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/10/Gre6000.png 1528w, https://eveningreport.nz/wp-content/uploads/2022/10/Gre6000-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/10/Gre6000-1024x669.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/10/Gre6000-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/10/Gre6000-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/10/Gre6000-1068x698.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/10/Gre6000-642x420.png 642w" sizes="auto, (max-width: 1528px) 100vw, 1528px" /></a><figcaption id="caption-attachment-1077630" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<figure id="attachment_1077631" aria-describedby="caption-attachment-1077631" style="width: 1528px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/10/Ita6000.png"><img loading="lazy" decoding="async" class="size-full wp-image-1077631" src="https://eveningreport.nz/wp-content/uploads/2022/10/Ita6000.png" alt="" width="1528" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/10/Ita6000.png 1528w, https://eveningreport.nz/wp-content/uploads/2022/10/Ita6000-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/10/Ita6000-1024x669.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/10/Ita6000-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/10/Ita6000-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/10/Ita6000-1068x698.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/10/Ita6000-642x420.png 642w" sizes="auto, (max-width: 1528px) 100vw, 1528px" /></a><figcaption id="caption-attachment-1077631" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<figure id="attachment_1077632" aria-describedby="caption-attachment-1077632" style="width: 1528px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/10/Spa6000.png"><img loading="lazy" decoding="async" class="size-full wp-image-1077632" src="https://eveningreport.nz/wp-content/uploads/2022/10/Spa6000.png" alt="" width="1528" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/10/Spa6000.png 1528w, https://eveningreport.nz/wp-content/uploads/2022/10/Spa6000-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/10/Spa6000-1024x669.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/10/Spa6000-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/10/Spa6000-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/10/Spa6000-1068x698.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/10/Spa6000-642x420.png 642w" sizes="auto, (max-width: 1528px) 100vw, 1528px" /></a><figcaption id="caption-attachment-1077632" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<figure id="attachment_1077633" aria-describedby="caption-attachment-1077633" style="width: 1528px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/10/Por6000.png"><img loading="lazy" decoding="async" class="size-full wp-image-1077633" src="https://eveningreport.nz/wp-content/uploads/2022/10/Por6000.png" alt="" width="1528" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/10/Por6000.png 1528w, https://eveningreport.nz/wp-content/uploads/2022/10/Por6000-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/10/Por6000-1024x669.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/10/Por6000-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/10/Por6000-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/10/Por6000-1068x698.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/10/Por6000-642x420.png 642w" sizes="auto, (max-width: 1528px) 100vw, 1528px" /></a><figcaption id="caption-attachment-1077633" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<p>The Mediterranean tourist countries most popular with English-speaking visitors are shown first. All charts are to the same scale. We start with Greece this time.</p>
<p>Greece is one country that, using reported covid data, did not seem to be impacted much until the very end of 2020. However excess deaths in 2020 do suggest that there was a summer wave of Covid19; in addition, Greece was suffering excess deaths from influenza in the beginning months of the covid pandemic. The chart for Greece is quite dramatic-looking in 2022, with a significant death-wave in July (almost certainly continuing into August). We note that, re cases, July is worse than August; this represents the peak of American tourism into Greece, with intra-European vacations peaking in August.</p>
<p>Moving west to Italy, we see again the substantial covid death wave in July 2022. And we see, more clearly than Greece, the most recent (autumn) wave. This may be the wave of greatest impact, worldwide. Moving on to Spain, we see that the July death wave there is Spain&#8217;s highest covid death-wave since March 2020. And, by looking at reported cases, this July wave of excess deaths is clearly attributable to Covid19. (Note that 1,000 daily deaths per 100 million people is the same as 10 <strong><em>daily</em></strong> deaths per million; equivalent to 50 daily deaths in New Zealand. Indeed some of these deaths may be New Zealand tourists in Spain.)</p>
<p>Finally for South Europe, in the far southwest we see that Portugal had a bigger autumn wave of Covid19 (May) than elsewhere, while also catching the July wave early. Its July 2022 peak is as big as (or bigger than) its three 2020 peaks.</p>
<figure id="attachment_1077634" aria-describedby="caption-attachment-1077634" style="width: 1528px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/10/UK6000.png"><img loading="lazy" decoding="async" class="size-full wp-image-1077634" src="https://eveningreport.nz/wp-content/uploads/2022/10/UK6000.png" alt="" width="1528" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/10/UK6000.png 1528w, https://eveningreport.nz/wp-content/uploads/2022/10/UK6000-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/10/UK6000-1024x669.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/10/UK6000-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/10/UK6000-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/10/UK6000-1068x698.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/10/UK6000-642x420.png 642w" sizes="auto, (max-width: 1528px) 100vw, 1528px" /></a><figcaption id="caption-attachment-1077634" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<figure id="attachment_1077635" aria-describedby="caption-attachment-1077635" style="width: 1528px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/10/Fra6000.png"><img loading="lazy" decoding="async" class="size-full wp-image-1077635" src="https://eveningreport.nz/wp-content/uploads/2022/10/Fra6000.png" alt="" width="1528" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/10/Fra6000.png 1528w, https://eveningreport.nz/wp-content/uploads/2022/10/Fra6000-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/10/Fra6000-1024x669.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/10/Fra6000-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/10/Fra6000-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/10/Fra6000-1068x698.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/10/Fra6000-642x420.png 642w" sizes="auto, (max-width: 1528px) 100vw, 1528px" /></a><figcaption id="caption-attachment-1077635" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<figure id="attachment_1077636" aria-describedby="caption-attachment-1077636" style="width: 1528px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/10/Ger6000.png"><img loading="lazy" decoding="async" class="size-full wp-image-1077636" src="https://eveningreport.nz/wp-content/uploads/2022/10/Ger6000.png" alt="" width="1528" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/10/Ger6000.png 1528w, https://eveningreport.nz/wp-content/uploads/2022/10/Ger6000-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/10/Ger6000-1024x669.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/10/Ger6000-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/10/Ger6000-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/10/Ger6000-1068x698.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/10/Ger6000-642x420.png 642w" sizes="auto, (max-width: 1528px) 100vw, 1528px" /></a><figcaption id="caption-attachment-1077636" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<p>Looking at West Europe&#8217;s &#8216;big three&#8217;, the UK has had smaller summer peaks than the Mediterranean countries, probably because the ratio of visitors to residents is much lower than in (say) Greece and Italy. But we do see a clear rise in cases in June, meaning that the actual rise in cases will have been in May, when the summer tourism season in Britain gets underway. And excess daily deaths have averaged three in a million since May, equivalent in New Zealand to 2,700 pandemic deaths over a six-month period. We also note that these deaths occur in a context where many of the most vulnerable people had died in earlier covid waves.</p>
<p>France represents the high point of the immunity gradient, where many cases translate to relatively few domestic deaths; but where visitors can expect to be especially vulnerable. We see clear covid death peaks in April (when the French tourist season is well under way) and again in July, the peak month for English-speaking tourists. And, like Italy, we see that the latest wave is well underway.</p>
<p>Germany has seen a bigger covid death wave in the later summer; and we note that reported cases in Germany precede deaths, which is what happens in a country with an efficient reporting system. The latest wave of cases is prominent in Germany; deaths will come this month and next, not unlike 2021.</p>
<figure id="attachment_1077637" aria-describedby="caption-attachment-1077637" style="width: 1528px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/10/Aut6000.png"><img loading="lazy" decoding="async" class="size-full wp-image-1077637" src="https://eveningreport.nz/wp-content/uploads/2022/10/Aut6000.png" alt="" width="1528" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/10/Aut6000.png 1528w, https://eveningreport.nz/wp-content/uploads/2022/10/Aut6000-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/10/Aut6000-1024x669.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/10/Aut6000-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/10/Aut6000-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/10/Aut6000-1068x698.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/10/Aut6000-642x420.png 642w" sizes="auto, (max-width: 1528px) 100vw, 1528px" /></a><figcaption id="caption-attachment-1077637" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<figure id="attachment_1077638" aria-describedby="caption-attachment-1077638" style="width: 1528px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/10/Swi6000.png"><img loading="lazy" decoding="async" class="size-full wp-image-1077638" src="https://eveningreport.nz/wp-content/uploads/2022/10/Swi6000.png" alt="" width="1528" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/10/Swi6000.png 1528w, https://eveningreport.nz/wp-content/uploads/2022/10/Swi6000-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/10/Swi6000-1024x669.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/10/Swi6000-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/10/Swi6000-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/10/Swi6000-1068x698.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/10/Swi6000-642x420.png 642w" sizes="auto, (max-width: 1528px) 100vw, 1528px" /></a><figcaption id="caption-attachment-1077638" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<p>Now the mountain tourist areas, attractive in summer to people who like to walk (and to travel about by train) rather than to swim and sunbathe. Austria shows a pattern very similar to Germany, with a very marked October wave of cases. Austria, like Germany, was a leader in the autumn wave of 2021. Switzerland shows the same patterns as Austria, though with less amplitude. Norway is the most muted of these destinations. Yet its excess deaths are higher relative to reported cases than most of the other countries shown here. Reliable once for its excellent record-keeping, Norway seems to have lost interest in Covid19. My sense is that their autumn deaths will be much as they were in 2021. For Norwegians, October and November 2021 represented their biggest death-wave of the pandemic.</p>
<figure id="attachment_1077639" aria-describedby="caption-attachment-1077639" style="width: 1528px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/10/Nor6000.png"><img loading="lazy" decoding="async" class="size-full wp-image-1077639" src="https://eveningreport.nz/wp-content/uploads/2022/10/Nor6000.png" alt="" width="1528" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/10/Nor6000.png 1528w, https://eveningreport.nz/wp-content/uploads/2022/10/Nor6000-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/10/Nor6000-1024x669.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/10/Nor6000-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/10/Nor6000-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/10/Nor6000-1068x698.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/10/Nor6000-642x420.png 642w" sizes="auto, (max-width: 1528px) 100vw, 1528px" /></a><figcaption id="caption-attachment-1077639" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<p>It is important to note that October is a peak month for air travel from Europe and North America to Aotearoa New Zealand. As I have previously noted (see <a href="https://eveningreport.nz/2022/07/26/keith-rankin-chart-analysis-covid-waves-in-europe-lesson-for-new-zealand/" data-saferedirecturl="https://www.google.com/url?q=https://eveningreport.nz/2022/07/26/keith-rankin-chart-analysis-covid-waves-in-europe-lesson-for-new-zealand/&amp;source=gmail&amp;ust=1666058839197000&amp;usg=AOvVaw20sYh4lNzgFAV8vfMmmwwR">Covid Waves in Europe, Lesson for New Zealand</a> 26 July, and <a href="https://eveningreport.nz/2022/08/19/keith-rankin-chart-analysis-covid-demography-new-zealand-in-context-of-north-and-west-europe/" data-saferedirecturl="https://www.google.com/url?q=https://eveningreport.nz/2022/08/19/keith-rankin-chart-analysis-covid-demography-new-zealand-in-context-of-north-and-west-europe/&amp;source=gmail&amp;ust=1666058839197000&amp;usg=AOvVaw3oMZ9bvBoizO6IvhaV04wo">Covid Demography: New Zealand in context of North and West Europe</a> 19 August), New Zealand can expect a late spring or summer covid wave. New Zealand, which has no regular summer seasonal pattern of high deaths, may well in a few months see its highest peak of excess deaths for the whole of the pandemic. Indeed, as has been <a href="https://www.rnz.co.nz/news/national/476823/covid-19-update-14-311-new-cases-this-week-34-further-deaths-and-185-in-hospital" data-saferedirecturl="https://www.google.com/url?q=https://www.rnz.co.nz/news/national/476823/covid-19-update-14-311-new-cases-this-week-34-further-deaths-and-185-in-hospital&amp;source=gmail&amp;ust=1666058839197000&amp;usg=AOvVaw3ynaCZVnuGW_sgpjyIMb77">announced by New Zealand&#8217;s Ministry of Health today</a> (RNZ), Covid19 is waxing once again.</p>
<p>As has been the case in 2022 so far (but not in 2020 and 2021) New Zealand&#8217;s covid deaths most likely will be nameless and faceless statistics. Out of sight – as reporters, politicians and public servants take their holidays – and out of mind.</p>
<p style="text-align: center;">*******</p>
<p>Keith Rankin (keith at rankin dot nz), trained as an economic historian, is a retired lecturer in Economics and Statistics. He lives in Auckland, New Zealand.</p>
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		<title>Keith Rankin Chart Analysis &#8211; Seasonal and Epidemic Deaths: New Zealand in context</title>
		<link>https://eveningreport.nz/2022/09/15/keith-rankin-chart-analysis-seasonal-and-epidemic-deaths-new-zealand-in-context/</link>
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		<dc:creator><![CDATA[Keith Rankin]]></dc:creator>
		<pubDate>Thu, 15 Sep 2022 09:50:20 +0000</pubDate>
				<category><![CDATA[Analysis]]></category>
		<category><![CDATA[Analysis Assessment]]></category>
		<category><![CDATA[Coronavirus]]></category>
		<category><![CDATA[Covid deaths]]></category>
		<category><![CDATA[covid mortality]]></category>
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		<category><![CDATA[Keith Rankin Chart Analysis]]></category>
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		<guid isPermaLink="false">https://eveningreport.nz/?p=1077106</guid>

					<description><![CDATA[Analysis by Keith Rankin. Demographic information is starting to filter through again, after a slowdown in the Northern Hemisphere. And New Zealand now has reliable mortality data up to the end of July 2022. Australia continues to lag. In the last week of July, New Zealand reached a record number of deaths in a single ]]></description>
										<content:encoded><![CDATA[<p>Analysis by Keith Rankin.</p>
<figure id="attachment_1077107" aria-describedby="caption-attachment-1077107" style="width: 1527px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/09/xsNZnumbers.png"><img loading="lazy" decoding="async" class="size-full wp-image-1077107" src="https://eveningreport.nz/wp-content/uploads/2022/09/xsNZnumbers.png" alt="" width="1527" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/09/xsNZnumbers.png 1527w, https://eveningreport.nz/wp-content/uploads/2022/09/xsNZnumbers-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/09/xsNZnumbers-1024x670.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/09/xsNZnumbers-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/09/xsNZnumbers-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/09/xsNZnumbers-741x486.png 741w, https://eveningreport.nz/wp-content/uploads/2022/09/xsNZnumbers-1068x699.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/09/xsNZnumbers-642x420.png 642w" sizes="auto, (max-width: 1527px) 100vw, 1527px" /></a><figcaption id="caption-attachment-1077107" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<p>Demographic information is starting to filter through again, after a slowdown in the Northern Hemisphere. And New Zealand now has reliable mortality data up to the end of July 2022. Australia continues to lag.</p>
<p>In the last week of July, New Zealand reached a record number of deaths in a single week; at least a record for the years since World War One. Those 957 deaths represent a 50% excess above the January to March low-mortality baseline. This puts our peak deaths in New Zealand&#8217;s &#8216;year of covid&#8217; at above the huge influenza peak of 2017; and this peak follows a disastrous autumn.</p>
<p><strong>Comparisons</strong></p>
<p>The four charts below all follow the same scale, allowing for excess seasonal and epidemic deaths to range from -10% to +60% of &#8216;baseline&#8217; deaths. We note that, in most countries, the (unseen) baseline moves due to both general increases in the population and due to aging populations. The chart above includes the projection for 2022, based on pre-pandemic data. It shows a summer baseline for 2022, of about 630 weekly deaths.</p>
<p>We also note that, in additional to seasonal and epidemic mortality, any chronic increases in mortality from 2020 – ie non-seasonal nor epidemic deaths – will also show up, given that baseline estimates are drawn from 2015 to 2019 data. A slight flaw in the analysis – ie something not corrected for – is diminishing population growth from 2020 resulting from reduced immigration, reduced birth rates, and from the covid toll. Indeed, in some countries Covid19 may be reversing pre-covid aging trends (especially in Eastern Europe and Latin America where many older people have died, and from where youth emigration has decreased).</p>
<figure id="attachment_1077108" aria-describedby="caption-attachment-1077108" style="width: 1527px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/09/xsNZ.png"><img loading="lazy" decoding="async" class="size-full wp-image-1077108" src="https://eveningreport.nz/wp-content/uploads/2022/09/xsNZ.png" alt="" width="1527" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/09/xsNZ.png 1527w, https://eveningreport.nz/wp-content/uploads/2022/09/xsNZ-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/09/xsNZ-1024x670.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/09/xsNZ-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/09/xsNZ-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/09/xsNZ-741x486.png 741w, https://eveningreport.nz/wp-content/uploads/2022/09/xsNZ-1068x699.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/09/xsNZ-642x420.png 642w" sizes="auto, (max-width: 1527px) 100vw, 1527px" /></a><figcaption id="caption-attachment-1077108" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<figure id="attachment_1077109" aria-describedby="caption-attachment-1077109" style="width: 1528px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/09/xsAu.png"><img loading="lazy" decoding="async" class="size-full wp-image-1077109" src="https://eveningreport.nz/wp-content/uploads/2022/09/xsAu.png" alt="" width="1528" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/09/xsAu.png 1528w, https://eveningreport.nz/wp-content/uploads/2022/09/xsAu-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/09/xsAu-1024x669.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/09/xsAu-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/09/xsAu-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/09/xsAu-1068x698.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/09/xsAu-642x420.png 642w" sizes="auto, (max-width: 1528px) 100vw, 1528px" /></a><figcaption id="caption-attachment-1077109" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<figure id="attachment_1077110" aria-describedby="caption-attachment-1077110" style="width: 1528px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/09/xsFin.png"><img loading="lazy" decoding="async" class="size-full wp-image-1077110" src="https://eveningreport.nz/wp-content/uploads/2022/09/xsFin.png" alt="" width="1528" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/09/xsFin.png 1528w, https://eveningreport.nz/wp-content/uploads/2022/09/xsFin-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/09/xsFin-1024x669.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/09/xsFin-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/09/xsFin-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/09/xsFin-1068x698.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/09/xsFin-642x420.png 642w" sizes="auto, (max-width: 1528px) 100vw, 1528px" /></a><figcaption id="caption-attachment-1077110" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<figure id="attachment_1077111" aria-describedby="caption-attachment-1077111" style="width: 1527px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/09/xsGer.png"><img loading="lazy" decoding="async" class="size-full wp-image-1077111" src="https://eveningreport.nz/wp-content/uploads/2022/09/xsGer.png" alt="" width="1527" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/09/xsGer.png 1527w, https://eveningreport.nz/wp-content/uploads/2022/09/xsGer-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/09/xsGer-1024x670.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/09/xsGer-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/09/xsGer-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/09/xsGer-741x486.png 741w, https://eveningreport.nz/wp-content/uploads/2022/09/xsGer-1068x699.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/09/xsGer-642x420.png 642w" sizes="auto, (max-width: 1527px) 100vw, 1527px" /></a><figcaption id="caption-attachment-1077111" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<p>In Australia, the 2017 influenza peak lasted longer, though was less &#8216;peaky&#8217;. This is typical of a larger country, where different regions naturally peak at different times. Australia is likely to sea a 2022 peak of excess deaths between 30% and 40%.</p>
<p>Finland is a good country to compare with New Zealand, because it has the same size population, and because its government tried very hard to keep Covid19 out for as long as possible. Finland has two influenza peaks, comparable with New Zealand and Australia in 2017. And Finland&#8217;s covid peak of 35% is likely to be the same height as Australia&#8217;s. Of particular significance is its long mortality tail in the spring of 2022; and also the significant and sustained excess covid mortality in the autumn of 2021. My expectation is that Finland, as a good lead indicator so far for New Zealand and Australia, will continue to be a good predictor for us &#8216;down-under&#8217;.</p>
<p>Germany is also interesting, with none of its covid epidemic outbreaks as &#8216;high&#8217; as its influenza peak; though its covid peaks have been wider than its influenza peaks, as well as being earlier in the season (ie late autumn rather than winter). (The winter downturns will have ben due to public health mandates.) Germany, however, has a history of summer mortality outbreaks. This year, summer excess mortality is starting to look more chronic. One way or another, baseline mortality in Germany is itself rising in the wake of the pandemic.</p>
<figure id="attachment_1077112" aria-describedby="caption-attachment-1077112" style="width: 1527px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/09/xsUK.png"><img loading="lazy" decoding="async" class="size-full wp-image-1077112" src="https://eveningreport.nz/wp-content/uploads/2022/09/xsUK.png" alt="" width="1527" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/09/xsUK.png 1527w, https://eveningreport.nz/wp-content/uploads/2022/09/xsUK-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/09/xsUK-1024x670.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/09/xsUK-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/09/xsUK-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/09/xsUK-741x486.png 741w, https://eveningreport.nz/wp-content/uploads/2022/09/xsUK-1068x699.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/09/xsUK-642x420.png 642w" sizes="auto, (max-width: 1527px) 100vw, 1527px" /></a><figcaption id="caption-attachment-1077112" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<figure id="attachment_1077113" aria-describedby="caption-attachment-1077113" style="width: 1527px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/09/xsUS.png"><img loading="lazy" decoding="async" class="size-full wp-image-1077113" src="https://eveningreport.nz/wp-content/uploads/2022/09/xsUS.png" alt="" width="1527" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/09/xsUS.png 1527w, https://eveningreport.nz/wp-content/uploads/2022/09/xsUS-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/09/xsUS-1024x670.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/09/xsUS-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/09/xsUS-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/09/xsUS-741x486.png 741w, https://eveningreport.nz/wp-content/uploads/2022/09/xsUS-1068x699.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/09/xsUS-642x420.png 642w" sizes="auto, (max-width: 1527px) 100vw, 1527px" /></a><figcaption id="caption-attachment-1077113" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<p>I finish with United Kingdom and United States, which require a different scale mainly due to the United Kingdom&#8217;s initial covid outbreak in early 2020.</p>
<p>In the United Kingdom we see particularly high influenza peaks in the Januarys of 2015, 2017 and 2018. The winter covid peak of 2021 had that same timing, and reached 95% of excess deaths (ie excess compared to summer). From March 2021, however, we see nothing in excess of 40%. Though we do sense an emergent pattern of chronic autumn mortality, comparable with Germany.</p>
<p>The United States has updated its recent mortality statistics, now showing a summer excess of around 6%. This may prove to continue into the autumn, in line with what appears to be happening in Germany and United Kingdom. The peaks in the United States are not nearly as high as those of the United Kingdom, reflecting its larger size and more dispersed population. Instead of being high, the American peaks of seasonal and epidemic mortality are wide, resulting in more overall excess mortality there than in the United Kingdom.</p>
<p>2020 does appear to represent a demographic turning point in these countries, and probably in the world as a whole. New Zealand should not be too self-congratulatory; the mortality patterns we are now seeing are not exceptional, only delayed by two years. (Even 2021 in New Zealand is concerning; normal seasonal mortality took place despite some particularly strong public health restrictions. 2021 was a year with few covid or influenza deaths. So what were people dying of?)</p>
<p style="text-align: center;">*******</p>
<p>Keith Rankin (keith at rankin dot nz), trained as an economic historian, is a retired lecturer in Economics and Statistics. He lives in Auckland, New Zealand.</p>
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		<title>Keith Rankin Chart Analysis &#8211; Covid Demography: New Zealand in context of North and West Europe</title>
		<link>https://eveningreport.nz/2022/08/19/keith-rankin-chart-analysis-covid-demography-new-zealand-in-context-of-north-and-west-europe/</link>
					<comments>https://eveningreport.nz/2022/08/19/keith-rankin-chart-analysis-covid-demography-new-zealand-in-context-of-north-and-west-europe/#respond</comments>
		
		<dc:creator><![CDATA[Keith Rankin]]></dc:creator>
		<pubDate>Fri, 19 Aug 2022 05:04:59 +0000</pubDate>
				<category><![CDATA[Analysis]]></category>
		<category><![CDATA[Analysis Assessment]]></category>
		<category><![CDATA[Coronavirus]]></category>
		<category><![CDATA[Covid deaths]]></category>
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					<description><![CDATA[Analysis by Keith Rankin. The chart above shows New Zealand&#8217;s aggregate weekly deaths from 2015. The normal winter experience is obvious, with 2015 to 2019 influenza peaks mainly in July and August, though in late June in 2019. New Zealand is different from most European countries in that it has significantly faster population growth. (Although ]]></description>
										<content:encoded><![CDATA[<p>Analysis by Keith Rankin.</p>
<figure id="attachment_1076589" aria-describedby="caption-attachment-1076589" style="width: 1527px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/08/NZ_seas-agg.png"><img loading="lazy" decoding="async" class="size-full wp-image-1076589" src="https://eveningreport.nz/wp-content/uploads/2022/08/NZ_seas-agg.png" alt="" width="1527" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/08/NZ_seas-agg.png 1527w, https://eveningreport.nz/wp-content/uploads/2022/08/NZ_seas-agg-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/08/NZ_seas-agg-1024x670.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/08/NZ_seas-agg-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/08/NZ_seas-agg-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/08/NZ_seas-agg-741x486.png 741w, https://eveningreport.nz/wp-content/uploads/2022/08/NZ_seas-agg-1068x699.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/08/NZ_seas-agg-642x420.png 642w" sizes="auto, (max-width: 1527px) 100vw, 1527px" /></a><figcaption id="caption-attachment-1076589" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<p><strong>The chart above shows New Zealand&#8217;s aggregate weekly deaths from 2015.</strong> The normal winter experience is obvious, with 2015 to 2019 influenza peaks mainly in July and August, though in late June in 2019.</p>
<p>New Zealand is different from most European countries in that it has significantly faster population growth. (Although Scandinavian population growth is above average for Europe.) Thus, I have plotted a &#8216;black line&#8217; to show normality; what mortality would have been like in New Zealand in 2022 had there been no covid pandemic, and no other unusual events impacting on mortality. (Note the dark blue segment that shows the 2019 Christchurch Mosque murders.)</p>
<p>(Note that New Zealand has a rising mortality trend, regardless of covid, due to: a rising population, an aging population; and also possibly due to increases in other &#8216;lifestyle&#8217; chronic health problems such as diabetes. In Eastern Europe, where Covid19 has had its biggest demographic impact, the first of these three factors did not apply; so its projected mortality, had Covid19 not happened, was essentially the same as its actual 2015-19 mortality. That probably means that covid&#8217;s impact there was overstated, given East Europe&#8217;s increasing paucity of young people due to emigration and low birth rates, and its increasing recent exposure to chronic &#8216;lifestyle&#8217; conditions. Demographics were dynamic long before Covid19 struck.)</p>
<p>While its not clear yet whether 2022 peak mortality will be as much above normal as it was in the 2017 influenza season, the important information shown is the extent to which mortality in New Zealand has been above normal since February. There was no simple mortality wave during and immediately after the March Omicron-covid wave. Rather, what we are seeing is a process in which many people who might otherwise have died in 2020 or 2021 have instead died in 2022, nudged in many cases by a covid or similar infection.</p>
<figure id="attachment_1076590" aria-describedby="caption-attachment-1076590" style="width: 1528px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/08/NZ-Finland.png"><img loading="lazy" decoding="async" class="size-full wp-image-1076590" src="https://eveningreport.nz/wp-content/uploads/2022/08/NZ-Finland.png" alt="" width="1528" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/08/NZ-Finland.png 1528w, https://eveningreport.nz/wp-content/uploads/2022/08/NZ-Finland-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/08/NZ-Finland-1024x669.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/08/NZ-Finland-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/08/NZ-Finland-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/08/NZ-Finland-1068x698.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/08/NZ-Finland-642x420.png 642w" sizes="auto, (max-width: 1528px) 100vw, 1528px" /></a><figcaption id="caption-attachment-1076590" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<p>This next chart compares New Zealand with Finland, in the period from March 2021. This is excess deaths, not aggregate deaths; that is, this chart only shows deaths above the relevant &#8216;black lines&#8217;.</p>
<p>The first thing to note is that, for these countries each with about five million people, there is a degree of random &#8216;noise&#8217; in the variation of weekly deaths. Having noted that, the most prominent feature of the chart is Finland&#8217;s long period of excess deaths in 2021 and early 2022. (Finland&#8217;s apparent mortality lull in the peak winter months is misleading; these are seasonal peak mortality months, so the extent that the deaths last winter were above normal was ameliorated by the high normal for that time. To some extent, covid deaths replaced influenza deaths.)</p>
<p>Finland is a country that took substantial public health measures to combat Covid19, so the deaths in 2021 can be to a large extent understood as postponed covid deaths. Except that very few of these excess deaths, especially in the third quarter of 2021, were actually diagnosed as covid deaths. The lack of diagnosis of covid may have been due to a lack of testing, on the supposition that the pandemic was over. Or it could be due to high rates of death <em><u>from</u></em> covid but not <em><u>of</u></em> covid; ie deaths arising from the massive disruption to normal life due to the public health measures, or from lower levels of general immunity to respiratory infections on account of distancing, masking and reduced contact with travellers.</p>
<p>I think it would be fair to hypothesise that the persistently high rate of excess deaths in New Zealand in 2022 suggests that New Zealand is now experiencing something akin to what Finland was experiencing in its last autumn and winter.</p>
<figure id="attachment_1076591" aria-describedby="caption-attachment-1076591" style="width: 1528px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/08/Sweden-France.png"><img loading="lazy" decoding="async" class="size-full wp-image-1076591" src="https://eveningreport.nz/wp-content/uploads/2022/08/Sweden-France.png" alt="" width="1528" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/08/Sweden-France.png 1528w, https://eveningreport.nz/wp-content/uploads/2022/08/Sweden-France-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/08/Sweden-France-1024x669.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/08/Sweden-France-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/08/Sweden-France-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/08/Sweden-France-1068x698.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/08/Sweden-France-642x420.png 642w" sizes="auto, (max-width: 1528px) 100vw, 1528px" /></a><figcaption id="caption-attachment-1076591" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<p>The above chart shows Sweden and France. These are the two countries in North/West Europe which least show the Finland mortality pattern, and are almost certainly the countries which retained and then attained the highest levels of general immunity. In Sweden&#8217;s case it was due to a public health approach that emphasised private responsibility over public mandates. In France&#8217;s case, the stronger public mandates did not linger on beyond the emergency periods.</p>
<p>Both countries had significant Covid19 mortality in 2020; they were hit full-on by the first and second waves. But both seem to have suffered only minimal amounts of waning general immunity as the pandemic progressed; and both suffered much less covid mortality in late 2020 than many other countries (with the USA coming mostly to mind).</p>
<figure id="attachment_1076592" aria-describedby="caption-attachment-1076592" style="width: 1528px" class="wp-caption aligncenter"><a href="https://eveningreport.nz/wp-content/uploads/2022/08/Germany-Denmark.png"><img loading="lazy" decoding="async" class="size-full wp-image-1076592" src="https://eveningreport.nz/wp-content/uploads/2022/08/Germany-Denmark.png" alt="" width="1528" height="999" srcset="https://eveningreport.nz/wp-content/uploads/2022/08/Germany-Denmark.png 1528w, https://eveningreport.nz/wp-content/uploads/2022/08/Germany-Denmark-300x196.png 300w, https://eveningreport.nz/wp-content/uploads/2022/08/Germany-Denmark-1024x669.png 1024w, https://eveningreport.nz/wp-content/uploads/2022/08/Germany-Denmark-768x502.png 768w, https://eveningreport.nz/wp-content/uploads/2022/08/Germany-Denmark-696x455.png 696w, https://eveningreport.nz/wp-content/uploads/2022/08/Germany-Denmark-1068x698.png 1068w, https://eveningreport.nz/wp-content/uploads/2022/08/Germany-Denmark-642x420.png 642w" sizes="auto, (max-width: 1528px) 100vw, 1528px" /></a><figcaption id="caption-attachment-1076592" class="wp-caption-text">Chart by Keith Rankin.</figcaption></figure>
<p>The final chart shows Germany and Denmark. Both of these had low levels of pandemic mortality in 2020, due to substantial mandated public health measures; much lower excess mortality than Sweden and France in 2020. But both also show the Finland pattern in late 2021, and in 2022 to date.</p>
<p>Another point of interest is to see how swiftly the arrival of the Omicron strain in Denmark curtailed winter deaths there. Omicron arrived just as the Delta-covid wave was peaking; whereas in Germany the delta-wave had peaked a month earlier. We may note that all five European countries shown here suffered substantial Delta-covid mortality around November-December, although Sweden much less than the others. This was almost certainly due to waning immunity from vaccinations, and the public health authorities being initially slow to understand the issue, and slow to make booster vaccinations available.</p>
<p>In Germany in particular, we see a substantial summer-wave of pandemic mortality in 2022. There is a clear pattern. Countries which tied down their populations the most in 2020 are experiencing these significant late bouts of pandemic mortality.</p>
<p>All this suggests that New Zealand still has a long way to go to return to some kind of demographic normality. This coming summer, excess pandemic (or post-pandemic) deaths, if they happen, will be exposed for all to see, because they will not be mixed in with deaths from &#8216;winter viruses&#8217;.</p>
<p style="text-align: center;">*******</p>
<p>Keith Rankin (keith at rankin dot nz), trained as an economic historian, is a retired lecturer in Economics and Statistics. He lives in Auckland, New Zealand.</p>
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		<title>Marshall Islands covid spread demonstrates super variant</title>
		<link>https://eveningreport.nz/2022/08/18/marshall-islands-covid-spread-demonstrates-super-variant/</link>
		
		<dc:creator><![CDATA[Asia Pacific Report]]></dc:creator>
		<pubDate>Thu, 18 Aug 2022 08:17:55 +0000</pubDate>
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					<description><![CDATA[By Giff Johnson, Marshall Islands Journal editor and RNZ Pacific correspondent in Majuro The Marshall Islands is a live demonstration that the omicron BA.5 variant is the most contagious covid variant yet to appear. In the first five days of the outbreak in the Marshall Islands, more than 10 percent of the population in Majuro, ]]></description>
										<content:encoded><![CDATA[<p><em>By <a href="https://www.rnz.co.nz/authors/giff-johnson" rel="nofollow">Giff Johnson</a>, <a href="https://marshallislandsjournal.com/" rel="nofollow">Marshall Islands Journal</a> editor and <a href="https://www.rnz.co.nz/international/pacific-news/" rel="nofollow">RNZ Pacific</a> correspondent in Majuro</em></p>
<p>The Marshall Islands is a live demonstration that the omicron BA.5 variant is the most contagious covid variant yet to appear.</p>
<p>In the first five days of the outbreak in the Marshall Islands, more than 10 percent of the population in Majuro, the capital, has tested positive, reports the Ministry of Health and Human Services.</p>
<p>From initial confirmation of a handful of positive cases in the community on August 8, the number of positive cases skyrocketed to the one-day total of 1064 testing positive on Saturday, August 13, at the three community-based “alternative care sites” established to test and treat local residents.</p>
<p>This brings Majuro’s total in the wake of the outbreak to more than 2000 cases in a population estimated at 20,000. There were nine early hospitalisations, with most reported to be recovered by Sunday.</p>
<p>President David Kabua on Friday signed a proclamation of a “State of Health Disaster,” which outlines duties of all ministries and government agencies to respond.</p>
<p>It also gives the government the power to access emergency funding for the response to the initial outbreak.</p>
<p>Health authorities reported two deaths in the first week — both men. The first was a 23-year-old man, the second a 69-year-old.</p>
<p><strong>Both pronounced dead</strong><br />They were both pronounced dead on arrival at Majuro Hospital’s emergency room, Health officials said. Their vaccine status was not announced.</p>
<p>Majuro experienced a chaotic first couple of days as alternative care sites (ACS) were rolled out at two local schools and at an outdoor sports court, with thousands of islanders crowding in to get tested.</p>
<p>By Friday the influx of hundreds of volunteers to support the Ministry of Health and Human Service in managing the flow of people led to improvements in the service.</p>
<p>“What we are seeing at these sites is what we expected, the ACS sites are getting better and more organised as we go along,” said Health Secretary Jack Niedenthal Sunday.</p>
<p>“Much of the chaos is beginning to die down, though it is still there for sure, but this will continue to get better.”</p>
<p>Spread was not contained to Majuro Atoll, the capital. Within a day of the initial confirmation of positive cases in the Majuro community last Monday, the first case was identified on Ebeye, the densely populated community next door to the US Army’s Reagan Test Site at Kwajalein Atoll.</p>
<p>In addition, several isolated outer atolls at week’s end were reporting multiple residents with covid-like symptoms.</p>
<p><strong>All remote island flights suspended</strong><br />All flights on Air Marshall Islands and all government ships to remote islands were suspended August 9 in an effort to contain the spread. But travellers from the previous week to remote islands unwittingly caused the spread.</p>
<p>August 12, a special Air Marshall Islands flight took a health team to Wotje Atoll, confirming multiple positive cases, training the local health aide to conduct further testing, and leaving a supply of PaxLovid and other therapeutic medicines for islanders, according to health officials.</p>
<blockquote class="twitter-tweet" readability="5.4375">
<p dir="ltr" lang="en" xml:lang="en">RMI COVID-19 Update eo in an 08-12-2022. <a href="https://t.co/lsjjXfWVin" rel="nofollow">pic.twitter.com/lsjjXfWVin</a></p>
<p>— V7AB Radio Marshall Islands (@v7abradio) <a href="https://twitter.com/v7abradio/status/1557875009065869313?ref_src=twsrc%5Etfw" rel="nofollow">August 11, 2022</a></p>
</blockquote>
<p>Health teams were attempting to visit other remote islands for similar follow up Sunday, but all AMI pilots reportedly tested positive, putting flights in limbo.</p>
<p>Although the government did not require a lockdown, most churches cancelled in-person services Sunday and the one main road in the capital atoll was unusually quiet as people appeared to be staying home.</p>
<p>Restaurants also saw the number of customers decline dramatically, although most continued to see ongoing demand for takeout meals.</p>
<p>“We at the Ministry of Health and Human Services are very proud of the response that has come in from all corners of our country to help us deal with the health crisis,” said Niedenthal.</p>
<p>The ministry struggled in the initial phase of the outbreak with more than 200 of its staff, including many doctors and nurses, testing positive for covid — many exposed before they knew it was circulating in the community.</p>
<p><strong>Covid-free success</strong><br />Until last week the Marshall Islands had successfully employed some of the world’s strictest quarantine rules for people entering the North Pacific nation. This had kept it covid-free for the first two-and-a-half-years of the covid pandemic.</p>
<p>A reduction of quarantine time in recent weeks, coupled with unprecedented numbers of people coming in through the managed quarantine process is suspected to be the cause of the outbreak.</p>
<p>The government had earlier announced it was going to eliminate the managed quarantine requirement and open the borders on the October 1.</p>
<p>“As expected, the outbreak continues to gain strength,” Niedenthal said on Sunday.</p>
<p>“We had over 1000 cases in Majuro yesterday, almost double from the previous day. About 75 percent of the people we test are positive, which is an incredibly high positivity rate.”</p>
<div class="photo-captioned photo-captioned-full photo-cntr eight_col">
<figure class="wp-caption alignnone c2"><img loading="lazy" decoding="async" src="https://rnz-ressh.cloudinary.com/image/upload/s--5LpYq_Ec--/ar_16:10,c_fill,f_auto,g_auto,q_auto,w_1050/4LN1T8P_Covid_Marshall_Is_test_to_treat_site_8_11_22_WJ_048_n_jpg" alt="A security officer controls the flow of islanders into one of several community-based alternative care sites established by the Ministry of Health and Human Services to test and treat people in the wake of the Covid outbreak that started August 8." width="1050" height="787"/><figcaption class="wp-caption-text">A security officer controls the flow of islanders into one of several community-based alternative care sites established by the Ministry of Health and Human Services. Image: Wilmer Joel/RNZ Pacific</figcaption></figure>
</div>
<p><strong>Outbreak escalating</strong><br />Last week, as the outbreak was escalating, Majuro traditional leaders sent a letter to President Kabua calling for the borders to be closed and opposing the announcement that medical teams arriving this week would not be required to quarantine.</p>
<p>The medical surge support teams are from the US Centers for Disease Control and other agencies. Niedenthal emphasised the importance for delivering services to the public by these medical professionals.</p>
<p>He described these as “boots on the ground medical support professionals” and said they would be tested on arrival and then sent right into the field to support ongoing services by local Health authorities.</p>
<p>“As a country we have moved from prevention to mitigation because we are now fighting this disease,” he said.</p>
<p>“The days of quarantine upon arrival are now over. I know some people are nervous about this, but we at the Ministry of Health are not and we are the ones on the frontline,” Niedenthal said.</p>
<p>“Please respect these public health decisions. We knew this would have to be a fast shift in strategy that would trouble some people because we had been working so hard (and) successfully to prevent the disease from coming into the Marshall Islands.”</p>
<p><em>This article is republished under a community partnership agreement with RNZ.</em></p>
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