Archives for posts with tag: trump

Any book that tries to deal with a subject that is as current as the COVID 19 pandemic is going to face an uphill battle. It will be out of date as soon as it is written, never mind published.


With that in mind, Nicholas A. Christakis has done a remarkable job. An epidemiologist, Dr. Christakis in Apollo’s Arrow places the COVID 19 pandemic into is historical context as a plague and also provides a definitive account of how this pandemic played out and where mistakes were made – spoiler alert; there is plenty of blame to go around. Where Apollo’s Arrow really shines, however, is in its examination of the social impact, both positive and negative of COVID 19 on individuals, countries, and our culture.


Due to his background, Dr. Christakis is able to not only make sense of the confusing early decisions made by multiple parties, but also in understanding the motivations behind those decisions. There is also no coddling of the reader in Apollo’s Arrow. In a time when most people’s expertise in epidemics comes from the movie “Contagion” – and I have to include myself in those numbers – it is refreshing to gain an understanding of why more well know terms are problematic, such as R-0, and others that are less well known such as NPI (non-pharmaceutical interventions) are used and why.


While it is impossible the remove the politics of the response to COVID 19, particularly in the United States, Dr. Christakis does try his best and it is noticeable that in his initial timeline he tries to keep politicians out of the picture. That’s is not to say that there is any mincing of words; “If the United States had been a student in my class, I would have failed them,” is an early example.
The debunking of wrongheaded ideas from politicians is also a key element of Apollo’s Arrow. The Swedish solution – “herd immunity” as soon as possible, is an example. Sweden has small healthy population, universal health care, and low levels of poverty; all of which make it distinctly different from the United States. Testing and the approach to testing is also examined in depth. If you only test those with symptoms, the ratio of positives to negatives will be high. If you only test those that are worried, the ratio will below. Randomized samples are the only way to know levels of infection.


As mentioned above, it is in the social science arena that Apollo’s Arrow really shines. That “fear has its own epidemiology, its own spreading dynamics,” is one such revelatory idea. Dr. Christakis does not spare the conspiracy theorists; “There is a feeling that we can change our reality if we change the words or images – the virus is real. Reality matters.” A surprising part of Apollo’s Arrow is how positive it is, with a recognition of the successes we have had and also that our species is capable of extreme examples of altruism. We probably do not hear enough about that.


Where Apollo’s Arrow fails is in relationship to the vaccine. It points out that while there is hope, the quickest previously created vaccine as for Ebola; and that took five years. That a significant proportion of the population of the United States, and several other countries, has been vaccinated for COVID 19 by early 2021 is an almost impossible hope by the vantage point of the author at the time of writing. This is a very welcome shortcoming; however, and given the variants that now exist and the unknown levels of protection that the various vaccines may provide to these variants, we should probably not be so smug.


For anyone who wants to stand back and view the early days of the COVID 19 pandemic, and its effects on our society, it hard to imagine a better book; written without the benefit of hindsight, to read on the subject than Apollo’s Arrow. I can’t recommend it enough.

shattered

What can we learn about leadership, and management, from an insiders account of the 2016 Presidential campaign of Hillary Clinton?

A surprising amount is the answer in the case of Jonathan Allen & Amie Parnes’ excellent “Shattered.”

Subtitled:”Inside Hillary Clinton’s Doomed campaign,” Shattered is a surprisingly partisan look at one of the most dramatic election campaigns in memory. As is mentioned in the book’s introduction, if you are a Hillary Clinton supporter this book can make for painful reading and a reopening of recently scabbed over wounds. It is also noted that if you are not a Hillary Clinton supporter it may reenforce your views, but may also engender some sympathy.

The story spans Clinton’s early decision-making process of whether to get into the 2016 presidential campaign all the way to the days and weeks after the election of Donald Trump. It is really the story of an organization; and the failures of leadership, management, data, and strategy.

What makes the story so compelling is that the people at the heart of the campaign to elect Hillary Clinton, and Clinton herself, are painfully aware of the mistakes of the 2008 campaign for the democratic nomination against Barack Obama. The 2008 campaign was characterized by internal power struggles, leaks, and was generally drama filled, and the candidate and her team are hell-bent on not making those same mistakes again. While for the most part they succeed, there are numerous new mistakes which once again create a dysfunctional organization.

Prizing loyalty over everything else, Clinton cannot help but create an organization of fiefdoms which allows them to get top down decisions implemented; however, is then tone-deaf to bottom up feedback. It also creates a system where staff need to get multiple people need to sign off on decisions. This in turn, creates the need for others to get involved to help fix the organizational problems, but unintentionally make things worse. As is noted mid way through the book, leaking was a symptom of the dysfunction of the 2008 campaign rather than the cause. This is a failure of leadership by getting management structure wrong.

As the book progresses, through the democratic primaries it becomes obvious that while some lessons of 2008 had been learned by the 2016 campaign, for example focusing on delegates rather than votes, it blinds them to the fact that some of their underlying assumptions are wrong. They do not realize that they are losing the votes of working class whites who had formed their base in 2008 and for whom Bill Clinton had been a champion.

Other than the organizational issues, there is also the role of big data. Every campaign decision is based on analytics and is constantly looking for the least costly route of victory. However, analytics are being used as a strategy, and a decider, rather than as a tool. The underlying assumption is that is cheaper to persuade supporters to go to the polls, and register to vote, rather than change the minds of undecided voters. This does not take account that there are voters who are actively voting against Hillary Clinton, and they were not doing anything to change the minds of those voters.

The campaign was misreading the electorate, the analytics were wrong, but it was the organization that allowed it to happen. Having said that, as the book correctly notes, no reputable pollster was predicting a Donald Trump win, so the Hillary team is hardly alone.

This is an interesting book because these are people obviously working at the top of their game, repeating the issues made famous by the World War I book “The Guns of August” by Barbara W. Tuchman. That book explores the idea that the generals of World War I were not fighting the current war but the previous one and not realizing that the world had changed and thereby dramatically adding to the misery of The Great War.

Like Weapons of Math Destruction which I reviewed here, Shattered is also a warning of the potential limits of big data and predictive models. They are a tool, and should just be one of many. There are lots to learn from Shattered; it is an excellent tool as well.

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