Showing posts with label expertise. Show all posts
Showing posts with label expertise. Show all posts

Saturday, 15 August 2020

Life in the Pandemic X: Exacerbating uncertainty

 Many things in life are uncertain (apart from death and taxes obviously). And many things are uncertain in science. Indeed identifying, controlling and quantifying uncertainty is a key aspect of the practice of science. We’re so keenly aware of uncertainty that we try to dissuade students of talking about science “proving” things, as though in any given situation absolutely all uncertainty can be removed. We don’t think that it can be, and we can therefore never be “certain”. What we seek to do is accumulate evidence supporting a particular explanation for a given phenomenon so that it moves from being highly provisional (a hypothesis), to being fairly probably the correct explanation (a supported hypothesis), to being the best and most highly supported explanation we have (at which point it’s  usually elevated to the status of a theory). This takes time and effort. Even so, we also accept that the most accepted theory, with apparently lots of supporting evidence, can always be superseded by a new theory. This might be an extension of the original theory, or indeed a contradiction of it. But this whole approach raises  problems. It is tricky to explain (as you may have noticed), and it’s not the way most people think or speak most of the time. These problems (and why they matter) have been amply exposed by the pandemic.

Let’s start with the language problem. There are situations where certainty is conflated with clarity. In a startling reversal of form for the particular bunch of politicians currently running the UK, the pandemic mantra has been “We’re following the science, therefore….”. This is a reversal because it suited them in a previous situation (ie the Brexit debate), to downplay the view of “experts”. But as I’ve noted before, in the pandemic, this has changed. Experts are in; but uncertainty is not out.

Politicians and the media, are very keen on what they call clarity. But COVID19 is a virus new to  humans, and therefore new to science. Nothing was known, indeed could be known, about it (although things could be inferred). Early in the pandemic, at the time when many key decisions were being taken, the science was more than usually uncertain, and therefore the scientific advice to politicians had to be highly caveated (this is an assumption on my part, I wasn’t privy to it). But this doesn’t make for snappy press conferences. And it almost certainly guaranteed that the advice would change, and therefore the instructions issued by politicians would have to change (example: face masks). The media don’t particularly help in such situations. Their stock in trade is the language of u-turn and climb-down. It might have been wise to clearly communicate from the start that the course of action being embarked upon was based on a consensus of what, given the evidence at the time, was reasonable. Not certain, but reasonable. Problem is, would any of us reacted as we need to if the politicians had spoken this way?

To be fair to them, there have been some sceptics and deniers who have been happy to jump up and down and accuse them of exaggerating the danger of the situation for nefarious political ends. They have pointed out that for all the talk of half a million UK dead and the NHS overwhelmed, this was not the disaster that developed. But this is to miss the point. The one experiment that could not be done was the one that involved doing nothing and essentially letting COVID19 run its course. So on the basis of (suitably caveated) advice, we had our lockdown. And while we can’t be certain (that is, after all, the point I’m making), the difference in case and death curves (eg see here) between most EU countries (including the UK) and others like the US and Brazil, suggests that this was indeed a sensible course of action. As an aside, we have to now hope that we don’t blow it, and revert to the earlier trajectory that could lead to disaster. However, at least some of the critics seem to suggest that with all the uncertainty involved, essentially nothing should have been done. Action should only have been taken once all doubt had been removed. But then that would have meant nothing would have been done. And many thousands more would have died, deaths that we have almost certainly avoided. It will perhaps be possible to demonstrate this statistically, once more  evidence has accumulated. But at the point the big political and economic decisions had to be taken, actual evidence was scarce.

We have heard this sort of call to wait for certainty before, both in another contemporary context and historically. And it’s here that the language problem, and the complexity problem intersect. Climate change, its cause, effects and what we should do about it (if we can do anything about it), is undoubtedly complex. The idea that it is caused by human activity (primarily the burning of fossil fuels from the industrial revolution on, increasing atmospheric CO2) has been a matter of overwhelming scientific consensus for decades ie we’ve gone beyond hypothesis, supported hypothesis, and theory to consensus. Even still, scientists in this area will probably be unwilling to say they have no doubts, that the relevant theory/theories have been “proved” in some absolute sense. That’s just not the appropriate language of science. But that allows others to come along and say that the science is uncertain, there are alternative explanations or the whole thing is just a hoax. Here, a legal analogy might help.

I served on a murder jury some years ago. We were faced with the weighty decision of whether the prosecution had proved its case beyond reasonable doubt. Notice that you can still convict and have doubt. The question is whether the case is proved beyond reasonable doubt. One can always come up with lots of “could be’s” and “might have beens”. But if they fly in the face of the evidence, or are not supported by evidence, then they are not reasonable. And if they are not reasonable, they is no reason to pronounce the defendant “not guilty”. If the scientific consensus around climate change were a defendant in the dock, although there are doubts and uncertainties, they would be ruled out by the evidence as unreasonable, a guilty verdict handed down, and the jury would go away and sleep soundly, their duty done. And yet the uncertainty, complexity, and the language of science conspire to provide a space for those who say we should do nothing because we are not 100% certain, precisely at the time when action has to be taken.

At least some who operate in this space are following in a fairly inglorious tradition that has been exposed several times. They seek to foment doubt and increase complexity, obfuscate evidence and exacerbate uncertainty. They explicitly seek to sow doubt, of the unreasonable sort. The approach was famously summarised by a cigarette company executive in the 1960’s in a now infamous memo which stated “Doubt is our product since it is the best means of competing with the ‘body of fact’ that exists in the mind of the general public.”(1). What followed was essentially a well funded disinformation campaign of epic proportions. Meanwhile, cigarettes continued to be manufactured, sold and consumed and contributed to the early deaths of millions. The story of this and similar campaigns is expertly revealed in its gory detail by David Michaels in his books (2,3). And there’s evidence that there are commercial and other interests playing the same game with climate change. Stir up doubt, exacerbate the uncertainty, and the public will conclude that either the issues are so complicated and unclear that it would be premature to take action (like ban smoking or increase tax on gas guzzlers), or that the inconvenience of action is not worth uncertain benefits.

This kind of thing is happening in the pandemic. Reasonable people are not taking reasonable actions because, particularly in the US, misinformation is being spread and uncertainty is being exacerbated. The scary bit is that when the much hoped-for vaccine becomes available, we all know it’s likely to start over vaccination against COVID19. But, to resort to some unscientific language, you can be sure that wearing a mask and washing your hands frequently at the moment, and getting vaccinated once one or more vaccines have passed through the requisite trials, is a really good idea. I don’t doubt it.

 1. Michaels D (2005) Doubt is their product. Scientific American 292(6):96-101 (available on Research Gate: https://www.researchgate.net/publication/7806937_Doubt_Is_Their_Product)

 2. Michaels D (2008) Doubt is Their Product. Oxford Univ. Press

 3. Michaels D (2020 )The Triumph of Doubt: Dark Money and the Science of Deception Oxford Univ. Press

Thursday, 26 March 2020

Life in the pandemic I: The return of the experts….


It wasn’t that long ago that some were lamenting the death of reason and the revolt against experts. TV studios were filled with serious looking people trying to work out how it was possible for on the one hand Donald Trump to be elected in the United States and on the other the UK voting to leave the EU. Clearly, they intoned, the populus of both countries had taken leave of their senses. Expertise was under attack and ignorance was being encouraged, commended and rewarded. There was perhaps some truth in this.

Both experts and expertise came in for a bit of a kicking, particularly in the US. Experts formed a convenient target of course. This was partly because the terms were rarely clearly defined. Blame was attributed to an amorphous group, without examining too carefully if it was experts who were the problem, or the political decision makers. Many of the latter seemed unwilling to engage properly with a whole range of issues, inform themselves using appropriate expert input, and take and be accountable for the decisions that people elected them to take. In the UK we got into the Brexit mess (remember that?) partly because of this sort of political cowardice. A host of complex issues, requiring a range of expertise to unpack them, was boiled down to a binary choice and forced on a population that consistently claimed that it was generally ill-informed, and in some cases actively deceived. A proportion of the population appeared to be delighted with this general approach. On both sides of the Atlantic the notion gained traction that the experts had done too many of us no good at all. They were therefore of little value and could happily be dispensed with. How things have changed.

As I have pointed out before, there are many situations in life where we are happy and indeed obliged to depend on the expertise of others. I do not have the first notion about how to fly an aeroplane, but (until recently) I needed to use them from time to time. What to do? Well, fortunately for me there are experts in flying aeroplanes; they are called airline pilots. There used to be quite a lot of them flying aeroplanes with skill, and able to fly me safely from point A to point B. I was really glad to avail myself of their expertise. And not just theirs. It turns out that while they were using their expertise for my benefit, they in turn were depending on the expertise of lots of other people, like air traffic controllers, aircraft maintenance engineers, and a whole host of others. Together, all this expertise could safely transport me thousands of miles at a time. I was happy to trust them to do so. Clearly some experts have their uses.

Now we find ourselves in a situation where expertise turns out to be a matter of life and death, potentially for thousands. The centrality accorded to expertise in these pandemic days has been clear for all to see. At least in the UK great stress has been put on policy being informed by scientific and medical experts. Day after day the Prime Minister or other senior ministers have appeared flanked by experts to whom they constantly defer. Of course there could be a deep cynicism at work. It could be, and no doubt some will argue it is, simply the politicians using the claimed expertise of others as cover for them taking very unpopular decisions. But I don’t think that’s what’s going on. I think that in life-critical situations, it turns out we have no problem taking experts and expertise seriously. This is our attitude in aeroplanes, and it appears to be our attitude in the pandemic. At least for the most part.

Perhaps the consistent undermining and downplaying of expertise is recent times explains why governments are finding that advice, sound advice based on science, is frequently being ignored. Just this week, it has been stressed just how important it is that in the current pandemic we socially isolate ourselves and not meet with others unless it is necessary. Other experts have told us that there is no necessity to panic buy and hoard foodstuffs and other thing (like toilet rolls - for reasons no-one seems able to fathom). And yet the flagrant disregarding of “advice” now means the state taking powers to enforce what the science says should be done. All over Europe, and now in the UK, there will be police (and in some places military) enforcement of the advice. Expertise is back, and with teeth.

It is still the case that not all expertise is the same and we need to understand some important distinctions.  For the appropriate expert, flying an aeroplane is a well constrained and defined task. While it is not true to say that there are no unknowables, there are relatively few. Do things in a certain way, in a certain order, and a safe flight will result – usually. “Usually” in this context means almost always; in 2018 there were only 0.36 fatal accidents per million flights. However, the expertise we’re depending on in the pandemic is different, although it is no less expertise. Here there are very many unknowns. We are dealing with a new virus and while information about it is accumulating, no one has anything like the full picture. So the scientific advice that decision-makers are relying upon is a best effort, based on the information to hand. And sometimes, experts looking at the same evidence may well interpret it in different ways. There are different models of how the virus is spreading, leading to different projections of how the pandemic may develop, and potentially different recommendations about the actions that should be taken to improve the situation. Then factor in that any advice issued has to be heard, understood and acted upon by millions of citizens. You can see how the unknowns in this situation rapidly multiply. But the experts and (in this case) their scientific methods are all we’ve got, and a lot better than the alternative - either doing nothing, or doing anything.

The experts have returned. Time to exercise a bit of faith; although let’s be clear – that’s what we’re doing. Putting our faith in experts and their expertise (again). And on a planetary scale.

Saturday, 17 March 2018

Death of an expert


A few days ago, a remarkable human being left this life. Professor Stephen Hawking, one of Newton’s successors as the Lucasian Professor at the University of Cambridge (from 1979 to 2009), cosmologist, space tourist and author, died at the age of 76. His scientific output was prodigious and ground breaking, from his 1965 PhD thesis, “Properties of Expanding Universes”, to his 2017 paper “A Smooth Exit from Eternal Inflation?”. His popular output has made him a familiar name to many who knew nothing of physics. His 1988 book “A Brief History of Time”, was a best seller, and in the last week has shot back up Amazon’s best seller table (I’ve just looked and it’s currently #2).  Among other places, he popped up in Star Trek and The Simpsons. He was all the more remarkable because much of what he accomplished, he accomplished from wheelchair. At the age of 21 he was diagnosed with amyotrophic lateral sclerosis, the most common form of motor neurone disease. Originally told he only had a few years to live, it turned out that he was in the small group of ALS sufferers who survive more than 10 years after diagnosis. But latterly he had lost all power of movement in his limbs and lost the ability to speak, so he communicated by means of a computer interface that allowed him to type via a cursor activated by twitching a cheek muscle. It was slow and laborious, but it allowed him to continue to make an impact on the world beyond his wheelchair, and the sound of his electronic voice was widely and instantly recognisable. He did so much more than grudgingly and grimly survive. His passing will be felt most severely by his family and close friends. Then there will be that wider circle of friends and colleagues in Physics, and science more generally, who will miss and mourn him. And beyond that a much wider circle who will feel poorer for his passing. That’s all as it should be.
He was an expert. His specific expertise was in cosmology, working on how the universe came into existence and developed, carrying out basic and elegant work on those most mysterious objects in the universe, black holes. He used the mathematics of the infinitely small, and applied it to the really big. If you get the impression I’m being a bit vague, that’s because the maths involved, as well as many of the concepts, are well beyond me. But I’m not alone. I suppose this applies to the vast bulk of humanity. This got me thinking about expertise.

Many of us can appreciate and value Stephen Hawking’s expertise. Rather than resenting it, we can accept it, respect it. Some have been inspired by it. In part, maybe this is because of his very human story of achievement in the face of the most difficult of life circumstances. Rather than give up when confronted with essentially a death sentence, he persevered. That is impressive. Maybe it’s because his expertise was of a particular non-threatening sort. After all, as important as his work on black holes is, most of us can live quite happily in ignorance of it, with it making no personal demands on us. It has no influence on how we live, or spend, or vote. It’s the sort of thing most us are very clear we have no understanding of. There’s no question of our opinion on anything to do with black holes having any weight at all compared to Stephen Hawking’s. Most of us would accept that his expertise and knowledge were unquestionable, whereas ours is miniscule or non-existent. Perhaps it gets tricky when expertise is more questionable or its implications closer to home.

Expertise that has implications for how we think or how we live seems to be under attack (see Tom Nichol’s essay “The death of expertise”). In the blogosphere, in the media (social and otherwise), even in the street, we no longer defer to experts even when the issues are relatively technical. And of course some seem happy to keep us away from actual knowledge and to glory in ignorance (something discussed here). We have the spread of fake news (or at least the constant claim that a particular piece of news is fake) and fake facts. It emerged this week that a certain prominent politician made up a “fact” stated as a truth.

But this approach strikes me of having at its heart a strange double standard. In cosmology, medicine and aviation (to mention a few) we are happy to recognise, trust and rely on experts. Black holes may be remote objects with little direct impact on us, but knowing your surgeon can tell your tonsils from your toes, or that your pilot can successfully lower the undercarriage before landing, is clearly important. We accept that true facts matter in these domains, and that fake facts (your tonsils are on the end of your foot) have potentially serious consequences. Why then the unwillingness to accept expertise in other matters? Maybe it’s because a little knowledge is a dangerous thing; it leads to the kind of hubris that claims that we can all be experts. And of course a little knowledge is only mouse click away. All opinions can then become expert opinions that must be taken equally seriously.
The answer to this is not so much a new deference but old fashioned humility; humility to recognise skill and expertise in others, and therefore give their opinions more weight than my own within their areas of expertise. This doesn’t mean experts should be regarded as infallible, even within their areas of expertise. They are human, and therefore always capable of making mistakes. So transparency and dialogue, critical engagement and debate have a role in providing corrections.  But experts are still much more likely to be right that I am. And maybe experts need a degree of humility too. Perhaps it’s tempting in the current climate to be a little too dogmatic and emphatic, even where uncertainties abound.

True expertise will always be valuable and should be valued. I wouldn’t take my views on the fate of particle pairs at the edge of black holes too seriously if I were you. We had Stephen Hawking for that.