In Victoria, if you are over the age of 85, you are around three times more likely than the average person to have tested positive for Covid19.

I’ve been following the Royal Commission into Aged Care quite closely as it examines some quite horrendous stories about the experience of many Victorians in aged care as Covid19 swept into their residential aged care homes. One comment in particular piqued my interest:

Former chief medical officer Brendan Murphy has testily rejected claims heard by the aged care royal commission that deaths from COVID-19 in Australian residential aged care were among the highest in the world.

Dr Murphy took issue with claims by the commission’s senior lawyer Peter Rozen and leading geriatrician Joseph Ibrahim that aged care residents made up around 70 per cent of COVID-19 deaths in Australia.

He said the fact that deaths in aged care “make up a high proportion of our very very low death rate by international comparison is a completely meaningless statistic.”

Australia is definitely not alone here. There have been horrendous stories from aged care around the world. In March, the army moved into aged care homes in Spain and found residents “dead and abandoned”. In New Jersey in April, an aged care home was so overwhelmed with deaths they ran out of room in their morgue. A paper from the US that I linked to recently starts by pointing out that

Nursing homes and other long term-care facilities account for a disproportionate share of COVID-19 cases and fatalities worldwide. Outbreaks in U.S. nursing homes have persisted despite nationwide visitor restrictions beginning in mid-March.

Statistics from around the world, particularly in aged care, have been problematic, with many countries not counting deaths in aged care homes as Covid19 deaths. In my view, the statistics are too variable in quality to be able to be categorical about Australia compared with other countries. But that doesn’t make the Australian experience a good one.

There are two important statistics here. First of all, how likely is someone to become infected Covid19? And second, what is the death rate if you become infected? In everything below, I’ve taken statistics from 15 August 2020.

Source: ABS Australian Population statistics 2019 and Victorian Department of Health Covid19 cases at 15 August 2020

This graph shows a comparison of the average age structure of the population with those who have tested positive for Covid19 in Victoria (to date, but the vast majority of the cases are from the current outbreak since May). The line that jumps out is the line for those over 85. They are 2% of the population, but 6% of the Covid19 cases – three times their share of the population.

Until you get to the 85s, the pattern is not that surprising. Those in their twenties and thirties are more likely to be Covid19 positive than average – probably because they are much more likely to be doing things that will lead to infection – both going out to bars, restaurants etc, but also working in more casualised jobs with lots of public contact (security guards, waiters, supermarkets etc). Those over 50 are less likely to be Covid19 positive, for much the same reason – less likely to be going out, and more likely to be in jobs they can do while socially isolating.

But the over 85s stick out. It is hard to think of any other reason for that massive jump than aged care homes poorly protecting their residents from infections in the community – a casualised workforce in intimate contact with residents, without adequate infection control.

So in my view, this graph very much supports the hypothesis that aged care facilities have been the cause of over-representation of older people in the infection statistics. And for good measure, the graph for female specific infection rates is even more stark (my hypothesis there is that they are more likely to be in aged care at older ages than their male spouses, as they are often the carers for their older and sicker spouses until outliving them, and needing someone else to care from them).

Source: ABS Australian Population statistics 2019 and Victorian Department of Health Covid19 cases at 15 August 2020

But what about death rates?  Death rates (generally called Case Fatality Rates (CFR)) are very hard to measure.

Source: Victorian department of Health (15 August 2020) and Australian Actuaries Institute research Paper

They depend on accurately identifying both cases and deaths. Given the CFR for Covid19 is vary variable with age, the mix of ages in any given population will also skew the rate. In Victoria, given the amount of testing that is occurring (with around 1% of all tests being positive), there are still probably some missing asymptomatic cases, but there are unlikely to be more than in any other set of CFRs we could look at. And sadly, in Victoria, there are probably more deaths to come from the existing cases. In comparing death rates below, the most similar is probably South Korea, where testing has been similarly comprehensive.

The overall case fatality rates for Victoria so far are 1.7% for females, and 2.1% for males, which is a total of 1.9% for the whole population. For the over 80s, Victoria’s CFR is 16% – 16% of Covid19 cases over 80 have died so far (13% for female cases and 23% for male cases).  Victoria’s death rates look very broadly similar to comparative countries here. Although China’s CFRs are lower (9% CFR over 80), the age structure of their population is very different. And Italy (28% CFR over 80) was much more overwhelmed in treatment than either South Korea (24% CFR over 80) or Australia, and also was not testing the population comprehensively, so probably missed some mild cases.

Overall, there is quite strong evidence that our elderly have been put in harms way for Covid19 (rather than shielded) by the way in which aged care works in Australia, with the over 85s more than three times likely to test positive for Covid19 than the population as a whole. But there is no evidence to suggest that their treatment has any worse outcome once they are infected, potentially better, possibly because the medical system has quickly learned new methods to treat this new virus.

Link

In the continuing discussion about the economics of lockdowns, Sweden and Denmark are often compared (as they are next to each other). This study uses bank transaction data to tease out the differences, concluding that

The analysis exploits a natural experiment to disentangle the effects of the virus and the laws aiming to contain it: Denmark and Sweden were similarly exposed to the pandemic but only Denmark imposed significant restrictions on social and economic activities. We estimate that aggregate spending dropped by around 25% (95% CI: 24 to 26%) in Sweden and, as a result of the shutdown, by 4 additional percentage points (95% CI: 3 to 5 percentage points [p.p.]) in Denmark. This suggests that most of the economic contraction is caused by the virus itself and occurs regardless of social distancing laws.

Life Glimpses

Inspired by my regular commenter Marta, I took a virtual trip to the gardens of Kyoto, with my mother and Marta recently. We had a guide (who normally does half day tours of some of Kyoto’s less famous gardens) , who, from his own house in Kyoto, talked us through videos and maps he had prepared for us from his previous visits. Of course it wasn’t as good as the real thing, but I did get an increased appreciation of the very subtle ways in which Japanese gardens are designed, that I would have almost certainly missed I if I was lucky enough to be wandering around in real life.

It doesn’t quite make up for the Tokyo Olympics (where we should have been) but was a very enjoyable way to spend a Saturday evening. I’ve been checking out a few other online options too.

Bit of Beauty

After the schools reopened, the cupcake production here reduced substantially. But they still make an occasional appearance. In this case, they were the stakes in a bet we had on Joe Biden’s vice presidential pick. The winner (who had of course chosen Kamala Harris) got to choose the dessert for the losers to make, and chose black forest cupcakes. They weren’t our absolute favourite (a little bit too sweet) but still very tasty.

7 Comments

  1. Some random questions that occurred to me as I read your piece. Since I stuck my fingers together with super-glue, Googling the answers is out of the question and I rely one hundred per cent on you, Jennifer, to research all things COVID.

    Though not a fan of the Swedish approach, I wonder how useful is the comparison is Sweden and Denmark at isolating the effects of lockdown on a country? I’d suspect their status as neighbours means that Sweden’s economy was bound to be affected by the Denmark lockdown (and the rest of Europe/World), and likely Denmark’s economy was propped up somewhat their free’n’easy Northern neighbours. Sweden is already 4% better off than Denmark, maybe if Denmark had stayed out of lockdown they’d be several percentage points better off again?

    I also wonder about the role of experts in all this. Living in my progressive technocratic bubble, I’m normally a fan of experts, but I notice that following “expert” advice led both Sweden and Britain to make… questionable… decisions. So how do you select reliable experts?

    Finally, I’d be curious to know what, if any, countries have successfully managed to follow a “defend the vulnerable” strategy — Britain’s initial strategy I think? And what tactics they employed? It looks like Australia’s nursing homes weren’t well prepared to stop the virus spreading to and within them — though any better or worse than equivalent overseas homes? Maybe they’re intrinsically vulnerable to any community transmission and defending them separately is impossible?

    1. Author

      Very good questions, Peter, I’m not sure that I’m comprehensive enough to be your 100% go to source, but I’ll do my best in coming editions to have a go!

  2. Hi Jennifer, I think the CFR for older age groups will definitely increase given the larger numbers of aged care residents diagnosed in the last two weeks. I’ll have a closer look at this tomorrow and let you know what I find. Also, I’m not sure that the mortality improvements will apply to these older age groups in the same proportion as many aged care residents have medical orders in place stating they don’t want intensive medical treatment (so very few actually go into ICU for example). This all makes me very depressed. K

    1. Good point about medical orders, Karen.

      Based on the ABC analysis (https://www.abc.net.au/news/2020-03-17/coronavirus-cases-data-reveals-how-covid-19-spreads-in-australia/12060704?nw=0) accessed this morning, the CFR for 80+ is 17.8% (293 deaths out of 1,643 cases). Yes, that will rise. But, interestingly, it was 22.7% on 1 June, which might be regarded as the start of the second wave.

      Regardless of the details of the numbers, it’s clear that the COVID-19 impact on those in aged care is a national and global tragedy.

      1. Author

        I agree, the medical improvements are harder for the older age groups – although the improvements are often about the early part of the care – checking hypoxia levels early, when do give the various new drugs such as remdesivir (before ICU), so providing elderly patients are treated properly early (which does seem to have been an issue in some cases) some improvements will still be there for them. But sadly there will be more deaths, with hopefully not as many more new cases.

    2. I’ve just had a little look into this, trying to look at Wave 1 vs wave 2. Based on my calcs, using 27 May as the start of Wave 2, the 80+ CFR for wave 1 was 23%. If you look at wave 2 only (by taking the differences between cases/deaths today vs 27 May), the overall CFR for 80+ for wave 2 is 17%. However, if you look at the deaths in wave 2 as of today, compared with cases diagnosed 10 days ago (approximate time to death?), the CFR increases to 20%. So it looks to me like wave 2 mortality is a little better than wave 1 (20% vs 23%).

  3. I usually skip your reflections ( my IQ is not on the level) and go straight to Life Glimpses. Today I read about the
    85+ in Nursing homes, I am very pleased that I still live independently in a unit, I do go out in a mask and try
    to keep safe distance. I see it as my duty to go out and have coffee to help the small businesses

    The winner who chose blackforest cupcakes has to be congratulated on the choice. The one who baked it, seems to have done a very tasty one, so congratulations as well.

    Can you predict the elections, I dare not.. Love Marta

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