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		<title>Omicron: Modelling suggests NZ could face peak of 80,000 daily infections</title>
		<link>https://eveningreport.nz/2022/01/27/omicron-modelling-suggests-nz-could-face-peak-of-80000-daily-infections/</link>
		
		<dc:creator><![CDATA[Asia Pacific Report]]></dc:creator>
		<pubDate>Wed, 26 Jan 2022 22:18:05 +0000</pubDate>
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					<description><![CDATA[By Jane Patterson, RNZ News political editor New Zealand could be facing 50,000 daily omicron infections by Waitangi weekend, according to modelling by US-based health research organisation, peaking at about 80,000 each day just a few weeks later. The Institute for Health Metrics and Evaluation (IHME) projections, updated last Thursday, predicts an outbreak in New ]]></description>
										<content:encoded><![CDATA[<p><em>By <a href="https://www.rnz.co.nz/authors/jane-patterson" rel="nofollow">Jane Patterson</a>, <a href="https://www.rnz.co.nz/news/national/" rel="nofollow">RNZ News</a> political editor</em></p>
<p>New Zealand could be facing 50,000 daily omicron infections by Waitangi weekend, according to modelling by US-based health research organisation, peaking at about 80,000 each day just a few weeks later.</p>
<p><a href="https://covid19.healthdata.org/new-zealand?view=cumulative-deaths&amp;tab=trend" rel="nofollow">The Institute for Health Metrics and Evaluation (IHME) projections</a>, updated last Thursday, predicts an outbreak in New Zealand lasting about three months, with death rates projected to total more than 400 by May 1.</p>
<p>Daily fatalities are predicted to spike at about 10 through mid-March.</p>
<p>There are also warnings this country’s ICU capacity will come under “extreme stress” through February and March.</p>
<p>These are of course predictions and should be viewed as such, however they have been <a href="https://blogs.otago.ac.nz/pubhealthexpert/potential-impact-of-an-omicron-outbreak-a-look-at-the-ihme-modelling-for-nz/" rel="nofollow">given credence by New Zealand’s leading experts</a>, including University of Otago professors Nick Wilson and Michael Baker: “Our impression is that this work is of high quality and should be considered by NZ policy-makers … [it’s] an organisation with a very strong track record for analysing health data (with some of the best epidemiologists, health data scientists and computer scientists in the world).”</p>
<p>The modelling by the IHME at the University of Washington shows the “most likely” scenarios are based on vaccinations carrying on at the expected pace, mask use staying about the same, and 80 percent of those already vaccinated getting a booster within six months — the numbers do drop if 100 percent get their booster and then again with 80 percent of people using masks whenever they’re out in public.</p>
<p>Under the ‘most likely’ scenario, daily infections start to rapidly take off almost immediately: by February 1 at just over 13,000, by the 9th hitting about 62,000, and peaking in mid-February at over 81,000.</p>
<p><strong>Numbers drop slightly</strong><br />The numbers drop slightly if everyone gets their booster shot, but there is a significant difference when 80 percent of people are wearing masks.</p>
<p>These are the two public health controls taken into account, so the modelling does not include other measures in place, for example, under New Zealand’s red setting; the different responses around the world vary considerably and compliance would be difficult to accurately gauge.</p>
<p>After peaking in mid-February, infections are projected to fall back to around 50,000 by the first week of March, then tailing off through the rest of that month and April.</p>
<p>The government has been preparing for up to 50,000 cases a day and this week unveiled the <a href="https://www.rnz.co.nz/news/political/460249/covid-19-next-phases-of-government-s-omicron-plan-revealed" rel="nofollow">“three phase” response</a>, under which testing, contact tracing and isolation requirements will change once cases start to rapidly increase.</p>
<div class="photo-captioned photo-captioned-full photo-cntr eight_col">
<figure class="wp-caption alignnone c2"><img decoding="async" loading="lazy" src="https://www.rnz.co.nz/assets/news_crops/137228/eight_col_RNZD5200.jpg?1643216033" alt="Dr Ayesha Verrall" width="720" height="450"/><figcaption class="wp-caption-text">Associate Health Minister Dr Ayesha Verrall gives details of the three-phase government response to the Omicron outbreak. Image: Angus Dreaver/RNZ</figcaption></figure>
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<p>There was much <a href="https://www.rnz.co.nz/news/political/456056/warning-bells-from-health-experts-national-party-over-health-system-s-ability-to-cope-with-more-covid-19-cases" rel="nofollow">political debate late last year about ICU capacity</a> and these latest figures should sound the alarm.</p>
<p>In the face of criticism the government had failed to increase the number of fully resourced ICU beds, Health Minister Andrew Little said there were 289 ICU or High Dependency Unit beds available, insisting that could be increased to up to 550 under surge capacity if needed.</p>
<p><strong>Strongly challenged</strong><br />That was <a href="https://www.rnz.co.nz/news/national/460086/nz-health-system-not-prepared-for-omicron-healthcare-figures" rel="nofollow">strongly challenged</a> by clinicians and ICU experts who said the extra capacity was more like 67 — totalling 356 — mainly due to an acute shortage of highly skilled ICU nurses</p>
<p>At the peak of the outbreak, in early March, the modelling estimates 458 ICU beds could be needed, and occupancy could come under “extreme stress” for a number of weeks.</p>
<p>Experts from the University of Otago summarised and analysed the findings, saying the government should take heed and consider police settings accordingly.</p>
<p>They noted socio-economic status and ethnicity were not taken into account, so the modelling would not highlight potentially disproportionate impacts on Māori, New Zealand specific data is incomplete, if delta cases start emerging again and we end up with a “dual variant” outbreak the numbers could be worse, and ICU capacity — <a href="https://www.nzherald.co.nz/kahu/covid-19-secret-government-report-reveals-fears-of-swamped-icus-omicron-eluding-face-masks/H5HGFCVXA3ZIQABCVV7DWHQ4C4/as" rel="nofollow">outlined in classified Across Government Situation Report leaked to Māori Television</a> — may be underestimated so the predicted pressure on the healthcare system may be even greater.</p>
<p>The authors also draw attention to the “high uncertainty” in the data, for example “the number of cases in hospital might peak at 2790 in early March 2022 … but the 95 percent confidence interval around this 2790 figure is large at: 120 to 9,070”.</p>
<p>“As well as considering the strengths and weaknesses of this IHME modelling, policy-makers will need to consider the potential social and economic disruption from an Omicron outbreak,” they conclude.</p>
<p><strong>Stronger border approach</strong><br />They also call for a stronger approach at the border, as a key area of vulnerability.</p>
<p>“The NZ government is obviously taking this threat seriously with a recent suspension of future places in MIQ. However, this change will not have an impact on arriving cases until March 2022.</p>
<p>“Therefore, substantially reducing the risk now will probably require a rapid and marked reduction of incoming international flights from some countries (ie, until their outbreaks subside in coming weeks).”</p>
<p>Professor Baker also says the phased opening of the border, due at the end of February, should be pushed out, and the time between the second vaccine dose and booster reduced from four to three months.</p>
<p><em>This article is republished under a community partnership agreement with RNZ.</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>NZ lockdown – Day 2: Modelling coronavirus from the kitchen table</title>
		<link>https://eveningreport.nz/2020/03/27/nz-lockdown-day-2-modelling-coronavirus-from-the-kitchen-table/</link>
		
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		<pubDate>Fri, 27 Mar 2020 01:15:57 +0000</pubDate>
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					<description><![CDATA[IN-DEPTH: By Kate Newton of RNZ News A week ago, Shaun Hendy packed up a desktop computer and monitor at his University of Auckland office and carted the whole lot home to his Grey Lynn bungalow in Auckland. When you’re leading the team that’s modelling the worst-case scenarios for how Covid-19 coronavirus might spread in ]]></description>
										<content:encoded><![CDATA[<p><img decoding="async" class="wpe_imgrss" src="https://asiapacificreport.nz/wp-content/uploads/2020/03/Researcher-Shaun-Hendy-RNZ-680wide.png" /></p>
<p><strong>IN-DEPTH:</strong> <em>By <a href="mailto:kate.newton@rnz.co.nz" rel="nofollow">Kate Newton</a> of RNZ News</em></p>
<p>A week ago, Shaun Hendy packed up a desktop computer and monitor at his University of Auckland office and carted the whole lot home to his Grey Lynn bungalow in Auckland.</p>
<p>When you’re leading the team that’s modelling the worst-case scenarios for how Covid-19 coronavirus might spread in New Zealand, you don’t wait for a government directive to stay home: you follow your own advice.</p>
<p>“Once we realised that this work was probably going to be really critical, and having a little bit of an insight into what was coming, we moved people home last week.”</p>
<p><a href="https://www.rnz.co.nz/news/national/412664/coronavirus-modelling-shows-nz-s-lockdown-could-buy-time-for-a-vaccine" rel="nofollow"><strong>READ MORE:</strong> What the modelling predicts</a></p>
<p>The study was already occupied by Hendy’s wife, a lawyer, who needed somewhere to keep confidential client files. So Hendy works at the kitchen table, back turned to the garden outside, with last night’s dishes and occasional visits from the neighbour’s allergy-provoking cats as mild distractions.</p>
<p>Mostly though, he is intent on the three screens arranged before him: desktop, laptop, iPad.</p>
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<p>&#8211; Partner &#8211;</p>
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<p>Te Pūnaha Matatini, the centre for research excellence that Hendy leads, studies complex systems and networks. Right now, he and the centre’s other researchers are working to predict how Covid-19’s web of infection might spread – and if it’s possible to slow it down or even stop it.</p>
<p>His colleague, microbiologist Siouxsie Wiles (who has now become one of the foremost science communicators during the outbreak), was first to take notice of the virus when it began to run rampant in parts of China.</p>
<p><strong>‘Watching nervously’</strong><br />
“She was watching it nervously back in January, so we were kind of aware of it.”</p>
<p>About a month ago, Hendy himself decided to do a little bit of preliminary modelling.</p>
<p>“That told me it was gonna be bad… And so at that point we decided we should really start building a project team to refine the type of modelling I was doing.”</p>
<p>A pair of Christchurch colleagues who were on sabbatical began working full-time on the model almost immediately and the team has expanded since then to about 20 people, mostly in Auckland and Christchurch.</p>
<p>The initial modelling the team <a href="https://www.rnz.co.nz/news/covid-19/412664/coronavirus-modelling-shows-nz-s-lockdown-could-buy-time-for-a-vaccine" rel="nofollow">published yesterday</a> is stark and, frankly, terrifying.</p>
<p>Left unchecked, the virus would eventually infect 89 percent of New Zealand’s population and kill up to 80,000 people in a worst-case scenario.</p>
<p>ICU beds would reach capacity within two months and the number of patients needing intensive care would exceed 10 times that capacity by the time the virus peaked.</p>
<p><strong>Health system would collapse</strong><br />
“Tens of thousands of people would die, our health system would collapse and people wouldn’t be able to get proper treatment. That explains why the government’s been prepared to take such drastic steps,” Hendy says.</p>
<p>“The worst-case scenario is a really unpalatable one.”</p>
<p>Even the best-case scenario is hard to swallow. It assumes restrictions similar to the lockdown now in place – but suggests that unless testing, contact tracing, and isolation cut the number of cases to just a handful, the restrictions might need to remain in place for over a year.</p>
<p>And if the cases can’t be stamped out under those restrictions, the eventual peak will swell well beyond hospital capacity as soon as any lockdown ends, unless a vaccine or treatment is found in the interim.</p>
<p>“When controls are lifted after 400 days, an outbreak occurs with a similar peak size as for an uncontrolled epidemic,” Hendy and his colleagues wrote in a paper rushed out yesterday.</p>
<p>“In other words, these strategies can delay but not prevent the epidemic.”</p>
<p>The good news – if there is any – is that while strict suppression measures remain in place, fatalities should remain in the low dozens and hospital capacity wouldn’t be exceeded. That would buy New Zealand time to wait for a vaccine or a successful treatment.</p>
<p><strong>Best-case scenario</strong><br />
That <a href="https://cpb-ap-se2.wpmucdn.com/blogs.auckland.ac.nz/dist/d/75/files/2017/01/Supression-and-Mitigation-New-Zealand-TPM-006.pdf" rel="nofollow">research</a> was given to the government last week as it grappled with how to respond to the pandemic. The team’s best-case scenario – strong suppression – is essentially what the government has gone with, Hendy says.</p>
<p>“One of the great things about going into lockdown now is it really does make the job easier for the contact tracing and the testing… If that works and we can stamp out the disease, then we really might only see a handful of deaths and be able to keep this thing out.</p>
<p>It still means we’re going to have international travel restrictions for a long time, because the disease is out of control internationally and we’re going to have to keep it out.”</p>
<p>After three weeks of working autonomously, the team’s interaction with government officials is about to ramp up.</p>
<p>“We’ve now got a connection with the national crisis management centre, who are acting as a clearing-house – so… we’ll actually be sending them daily modelling reports.”</p>
<p>Hendy’s hopeful that might mean some funding to keep the work going. He has already repurposed Te Punaha Matatini’s now-unnecessary travel budget to pay the PhD and post-doctoral students he’s drafted in to help.</p>
<p>“Eventually we’re gonna burn through that and we’ll need to get money from central government to keep the effort going, but we’ve been able to be flexible and actually make a start.”</p>
<p><strong>Moved onto next phase</strong><br />
While the initial research has only just been made public, Hendy’s team has already moved on to the next phase. That includes a regional model to assess the variable impact of Covid-19 around the country and variations to see what happens if restrictions are lifted after a period of time.</p>
<p>“We look at what happens if you take controls on and off,” Hendy says. “Can you put your foot on the brake for a while and then take it off and let everybody have a breather?”</p>
<p>In unprecedented conditions, the team is drawing on whatever past experience it can. Among Hendy’s colleagues are researchers who worked on modelling and controlling the Mycoplasma bovis outbreak in cattle, and the 2015 Queensland fruit fly scare in Grey Lynn, Auckland – coincidentally, the suburb Hendy lives in – where restrictions on the movement of fruit and vegetables were put in place.</p>
<p>Three years ago, Hendy and others carried out a study to see if they could predict the spread of seasonal flu by looking at aggregated location data from mobile phones, to track the movement of people from one DHB area to another.</p>
<p>“On a given day, how many people went from MidCentral to Capital &amp; Coast, for example? And that was enough for us to say something useful about how the flu moved around the country.”</p>
<p>Now, they’re hoping to do the same for Covid-19, but at a suburb-to-suburb level. “We ought to see a big reduction in people moving round… and that’ll start to give us a good handle on how well we’re combating the disease.”</p>
<p>The kitchen table Ground Zero for New Zealand’s Covid-19 modelling isn’t foolproof.</p>
<p><strong>‘First big hiccup’</strong><br />
“I had my first big hiccup this morning when someone from central government emailed me a whole bunch of Excel spreadsheets. My email client crashed and I was out of action for about ten minutes,” Hendy says.</p>
<p>Mostly things have gone smoothly. They use Zoom, they use Slack, there’s some sharing of code. If they need it, there’s high-performance cloud storage available to them.</p>
<p>“It actually helps that a lot of our people have worked together before…. We’ve got used to working remotely together so you can work quite efficiently.”</p>
<p>For the next little while, though, the model will be “a little bit rudimentary”.</p>
<p>“It’s the first time we’ve ever done anything like this in New Zealand so there’s a lot of guesswork involved,” he says. “Every day we’re rebuilding the engine under the hood.”</p>
<p><em>This article is republished by the Pacific Media Centre under a partnership agreement with RNZ.</em></p>
<ul>
<li><strong>If you have</strong> <strong><a href="https://www.rnz.co.nz/news/covid-19/412497/covid-19-symptoms-what-they-are-and-how-they-make-you-feel" rel="nofollow">symptoms</a></strong> <strong>of the coronavirus, call the NZ Covid-19 Healthline on 0800 358 5453 (+64 9 358 5453 for international SIMs) or call your GP – don’t show up at a medical centre.</strong></li>
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