Reality Straight Up!

Thoughts & Observations of a Free Range Astrophysicist

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Invest now, the numbers are going up

You know those nice charts and graphs that make it look like we are over the hump of COVID-19 and that things are about to get better? Those predictions are dead wrong, with an unfortunate emphasis on “dead.”


Over the last few weeks there’s a pretty good chance that you’ve heard that the worst of COVID-19 is behind us. It would be lovely, but is it true? To answer that question many people turn to the predictions of influential and oft-cited computer modeling by the Institute for Health Metrics and Evaluation at the University of Washington. If you take those models at face value, it might look like deaths are about to start dropping fast. By June hardly anybody will be sick. Let’s celebrate! It’s all downhill from here.
 
There is a fly in that ointment, though. None of it is true. Instead of dropping rapidly like the models predict, the data show that deaths won’t do anything of the sort, and that there is every reason to imagine they are going to start going up again.
 

The fancy models you’ve seen on TV aren’t really epidemiological models at all.

Before talking about how I know the models are starting to fail let’s take a look at why that was bound to happen. To really understand the IHME models you have to look past the popular media and read their technical papers. The most important thing to understand about the IHME “model” is that it’s not an epidemiological model at all, it’s just a big “curve fitting” code. In other words, it’s a fancy version of looking at a bunch of points on a piece of paper and drawing a line through them without really thinking too much about what that line means.
 
Specifically, the group at IHME take the shape of the curve from Wuhan, China and, with a few adjustments, run it through data from the United States. Or rather they fit the early part of that curve to data from the U.S. Then they say, “If the United States behaves the same way that Wuhan did, then this is what the future ought to look like.”
 
By the way, I’m not trying to pick on the IHME group. Their original goal was not to predict the overall course of the pandemic in the United States. They just wanted some idea of how high the crest of the first wave might be to help health care organizations predict what they might be up against. They are completely up front about the nature of their calculations, and they present wide error bars. People talk about a rosy picture where only 60,000 people die, but the quoted uncertainty of the projection extends to over 140,000.
 
Anyway, back to the issue at hand. Those nice plots you’ve seen depend on the assumption that things in the United States will go more or less like they did in Wuhan, China.  Ummm…  Whoops?
 

The United States is NOT Wuhan.

Right out of the gate, it’s not too surprising that the IHME models have done reasonably well up until now.  We have been on the rising side of the first wave of the COVID-19 pandemic. The early part of that curve reflects the time before any actions had been taken. It just shows the original unchecked rise of the disease in a dense, urban setting. New York City, the first major outbreak in the United States, is a lot like Wuhan. It makes sense that the disease behaved in similar fashion.
 
As things started getting bad in Wuhan the city responded with serious lockdowns. Public transportation was shut down. Schools and businesses were closed. Factories were closed. No one was allowed in or out. The streets were empty. You stayed in your house or apartment. These restrictions were enforced. 
 
Here in the U.S. the first cities and states that saw many COVID-19 cases (e.g., Washington, California, and New York) were quick to respond with what remain some of the most effective lockdowns to date. Those lockdowns have been largely respected by the populace. Those places are as close to Wuhan analogs as we have here. Unsurprisingly, as long as those states dominated the statistics for the nation as a whole, the IHME predictions did reasonably well.
 

It’s time to expect the COVID-19 model predictions to start failing.

That is where the similarities between the United States and Wuhan end. Even the tightest restrictions in the United States are like a day at Disneyland in comparison with the two month lockdown in Wuhan.  Even the restrictions that remain in place after Wuhan “opened up” are tighter than what most Americans are experiencing right now.
 
Further, as the number of cases in the United States increases, states that were slow to act or that have few if any restrictions are starting to account for more and more of the overall statistics. Some states, with encouragement from the Rose Garden, are even removing what restrictions they do have. Compare that with the IHME models, which assume that restrictions here will be as effective as those in Wuhan, and once imposed will remain in place indefinitely.
 
In short, on the front side of the current COVID-19 outbreak things in Wuhan were a reasonable guide to what might happen here. That’s no longer the case. Of course the IHME models are going to start failing. They use assumptions that simply aren’t true. As they say back in the neck of the woods where I grew up, that dog don’t hunt.
 
Even so, if you glance at the IHME model page today things don’t look so bad. The model does a pretty good job of predicting death rates up to this point, so why am I claiming that we have reached their breaking point? To tackle that one, we need to look a bit more closely at the data.
 

If you know how many people are sick this week, you know how many people will die next week. It’s more than you think.

COVID Death Rate and Case Rate on April 20

Figure 1: A comparison of the COVID-19 death rate (gray curve and data bars) with the COVID-19 new case rate from a week earlier (red curve and data bars). The heights of the two curves have been shifted to match at the peak. Note that the two curves match each other exactly. Using these relationship we can use the new case rate over the past week to predict the death rate in the coming week. Based on such an extrapolation it looks like the death rate over the coming week should remain fairly flat. (Data compiled by The New York Times.)

Death rates are known as a “lagging indicator” of a disease outbreak. They are what come last. Before people die, they get sick. If you know how many people are sick today, you ought to be able to predict how many people are going to die in the future. 
 
This way of predicting future deaths works amazingly well with COVID-19. Look at Figure 1. The gray bars and the thin gray line show the COVID-19 death rate through April 20. The red bars and the thin red line show the rate of new cases, but shifted forward in time by one week.
 
If you can’t tell the difference between the two curves, that’s because they are indistinguishable. That’s the whole point. Since the pandemic began, knowing the number of new cases today has allowed you to predict the number of deaths a week from now with extraordinary accuracy. When you do that right now, you find that going forward (the red line and data bars on the right side of the figure) the death rate will fall only slightly, if at all.
 
Extrapolated death rates compared with IMHE projections

Figure 2: The red line on the right side of the figure is a prediction of the COVID-19 death rate over the coming week based on the new case rate from the previous week (see Figure 1). The dotted blue curve shows the projections of the April 15 version of the best-fit IHME model. Instead of falling, as predicted by the IHME model, the death rate will remain fairly flat over the coming week. For reasons discussed in the text we have reached the point that deaths can be expected to greatly exceed the IMHE model predictions. This has profound implications for the future of the nation. These models are being used to support a false narrative that we are over the hump and that we can start opening back up. (Projections from IMHE website as presented on April 21, 2020.)

Now that we know what death rates are going to look like for the next week, how does that compare with what the models predict? Figure 2 gives the answer. The figure just shows the same data from Figure 1, but now overlaid with the April 15 version of the IHME best-fit model.  The solid blue line shows the actual death rate up until this point.  The dotted blue line shows what the model is predicting. Notice anything?
 
A week from now the death rate is likely to be close to double what the models are currently predicting. The numbers of deaths are going to remain flat. And after that, they are going to start going up again as death rates in states without lockdowns rise.
 

Mass murder by any other name remains as horrific.

There you have it. Things are not about to get better. We are not going to hold deaths to anything like 60,000. Death rates are not going to start falling. Quite the contrary, as states without serious restrictions start to account for more and more of the total, death rates are going to start climbing again.
 
So the next time you hear someone say that the worst is behind us and that it’s safe to start opening up again, spit in their face. Kick them in the knee. Slap them around a bit. Knock some sense into them! They are wrong. And if they have their way, lots, and lots, and lots of people are going to die needlessly.
 
Let me say that more accurately. Lots, and lots, and lots more people are going to die needlessly. Because had we listened to epidemiologists in the first place, today the United States might be looking at a few hundred deaths instead of 45,000 and climbing.
 
When I think about public officials who fail to do what they can to lock things down, or who talk about reopening soon, the term that comes to mind is “mass murderer.” The term may not be polite or comfortable, but it is not hyperbole. Because officials who fail to lock things down when they could have are killing people as surely as if they held a gun to their heads and pulled the trigger. Sorry, but “mass murderer” is the correct term.
 

Futures on pine boxes are looking good.

I keep wanting to be wrong about COVID-19. I really wish that I were being alarmist, but so far I’m batting 1.000.  I’m confident enough that things are going to start looking worse than the IMHE models that I’d probably bet a good bottle of Scotch on it.
 
So what does the future hold? That’s an interesting question. But if you are looking for investment opportunities with a growth future, I’d probably go with coffin makers, mortuaries, and crematoriums. For them, things are looking up.
 
 
 
 
 
 

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Reality Straight Up!

  • Real Anti-Racism:It’s not what you thinkPosted in Thoughts
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  • COVID-19 Arrives  The Humanitarian Disaster is HerePosted in Thoughts
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  • Real Anti-Racism:
    It’s not what you think

    Shaking the hand of someone you disagree with isn’t as much fun as shouting them down, but it is far more effective.


    When you live in small groups on the savanna, as our ancestors did for most of our evolutionary history, it pays to be suspicious of strangers. Other groups were competition. Strangers didn’t drop by for a cup of tea and a friendly chat about our emotional well being. We couldn’t afford to see a stranger as a real person at all.  It was an “us versus them” world. Fear and aggression were the only rational responses. People who did well in that world (AKA our ancestors, the people from whom we get our DNA), knew that the only safe thing was to beat strangers with a club first and ask questions later.

    Fear of “The Other” is hardwired, and talking about it doesn’t help.

    We may not live in small groups on the savanna any more, but our brains don’t know that. For better or worse we are stuck with our evolutionary baggage. Nothing is going to change that. When you encounter someone who your brain perceives as “other”– and by this I mean you personally, dear reader, as well as myself and every other human on the planet — all of that machinery jumps to life in milliseconds. Long before we are consciously aware of anything, our brains are screaming “Danger Will Robinson! Danger!”

    Call this tribalism. Call it racism. Call it in-group/out-group dynamics. Call it identity politics. Call it polarization. Call it whatever you like. It all comes down to the same thing. When we perceive someone as other our reactions are hard wired, preconscious, and impossible to turn off.

    Good intentions don’t matter. Get high and sing Kumbaya all night. Talk about it until the cows come home. Hold workshops. Post platitudes or scream about it on the internet. If you want to judge the effectiveness of those strategies all you have to do is pick up the paper. The louder the mob screams, the more ground they lose. We’ve tried those approaches. They make things worse, not better.

    Quoting Einstein’s famous parable, “Insanity is doing the same thing over and over and expecting different results.”

    There is only one solution: Humanize yourself by embracing the humanity of others.

    If you perceive someone as other you will respond to them as a threat. There’s nothing we can do about that. Or is there? Take a step back and the answer is obvious. We can’t change how we react to other, but we can change who we perceive as other.

    There is going on 70 years of really fascinating sociological, psychological, political and even neurological research that all supports the same conclusion: If you know and respect someone, it’s hard not to care about them. Break bread together, laugh together, talk deeply, listen, show respect (even when it’s difficult), build bridges, find common purpose and work arm in arm.

    I could dig into that research, but mercifully for you I won’t. Instead I am going to share an uplifting and illustrative story of what effective anti-racism really looks like.

    How did a Black musician change the hearts of hundreds of Klansmen?

    Daryl Davis is a Black blues and jazz musician with a very strange hobby. He goes to events like KKK rallies not to shout or protest, but to listen, shake hands, talk, and befriend. Literally hundreds of the Klan members who Daryl Davis has become friends with have renounced the Klan. He has a large collection of their robes, including the robe of a man who, when they met, was the Grand Wizard himself.

    Read that last sentence again. Then if you honestly care about fighting racism you owe it to yourself to invest 18 minutes and listen to Daryl Davis’s story in his own words.

    This is not your Woke friend’s Anti-Racism.

    It feels good to gang up and shout at people. The difference between the shouters and the shoutees makes it really easy to tell who is “us” and who is “them.” Our brains love that. The dopamine flows like a river.

    But that is not what Daryl Davis did. There was no shouting about racism. Terms like “White privilege” and “White fragility” were never used. Daryl Davis never complained about microaggressions or political correctness. DEI workshops were not part of the program. Mr. Davis did not wear his feelings on his sleeve. Quite the contrary, Daryl Davis listened even to open hatred and tried to understand where it was coming from. There was no talk of victims and oppressors. There were no social media attacks or calls for deplatforming. There was no virtue signaling about Wokeness.

    Instead, Daryl Davis treated those who were predisposed to hate him with dignity and respect. He listened. He questioned. He befriended. He humanized himself by seeing and acknowledging the humanity of others, including those with whom he deeply disagreed. In the process he did what few have ever accomplished. Daryl Davis changed the hearts of hundreds of the most committed racists in the nation.

    This is what real, effective anti-racism looks like. And as Davis mentions at the end of his talk, if he can do it, so can we.

    Read Article

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    What do record fire seasons in the West, record hurricane seasons in the Atlantic, record winter storms in the South and the hottest years in history have to do with each other? Everything.

    This article originally appeared in the December 2019 issue of my Astronomy Magazine column, For Your Consideration.

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    You don’t tug on Superman’s cape. You don’t spit into the wind. Yes, schools are desperately important to kids. No, COVID-19 doesn’t care, and COVID is making the rules right now. Attempts to open schools this fall will fail of their own accord. The relevant question is how to meet the needs of children, families and the community in the face of that reality.

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  • Pine Boxes
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    You know those nice charts and graphs that make it look like we are over the hump of COVID-19 and that things are about to get better? Those predictions are dead wrong, with an unfortunate emphasis on “dead.”

    Read Article

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    Even after COVID-19 kills hundreds of thousands in the U.S. over the coming weeks, we will still be almost as vulnerable to the pandemic as we are today. We’d all love to “get back to normal” after that, but the price could be a second wave, worse than the first. Some see us facing either economic Depression or allowing vast numbers of preventable deaths, but that is a fool’s choice. There are better options if we have the will to find them.

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Click on thumbnail to select post:

  • Real Anti-Racism:It’s not what you thinkPosted in Thoughts
  • Watching Rome Burn & Hell Freeze  The fun physics of global cataclysmPosted in For Your Consideration
  • Schools in the Time of COVID  The Decision Will Ultimately Make ItselfPosted in Thoughts
  • COVID-19 Arrives  The Humanitarian Disaster is HerePosted in Thoughts
  • Correctly Predicting Failure  It’s time for scientists to get loudPosted in Thoughts
  • Typhoid Mary on Two Wheels  Spreading COVID one lap at a timePosted in Thoughts
  • Pine Boxes  Invest now, the numbers are going upPosted in Success & FailureThoughts
  • Scientists Stuck Inside  Curiosity in the Time of COVIDPosted in For Your ConsiderationThoughts
  • After COVID’s First Wave  No getting back to normalPosted in Success & FailureThoughts
  • COVID-19  Cutting through the confusionPosted in Success & FailureThoughts
  • Great Deceiverism 101  Explanation or Theory? Therein lies the rub.Posted in For Your ConsiderationUnreasonable Faith
  • One Step at a Time  The  not-so-mysterious origin of lifePosted in For Your ConsiderationUnreasonable Faith
  • Shaking the hand of someone you disagree with isn’t as much fun as shouting them down, but it is far more effective.


    When you live in small groups on the savanna, as our ancestors did for most of our evolutionary history, it pays to be suspicious of strangers. Other groups were competition. Strangers didn’t drop by for a cup of tea and a friendly chat about our emotional well being. We couldn’t afford to see a stranger as a real person at all.  It was an “us versus them” world. Fear and aggression were the only rational responses. People who did well in that world (AKA our ancestors, the people from whom we get our DNA), knew that the only safe thing was to beat strangers with a club first and ask questions later.

    Fear of “The Other” is hardwired, and talking about it doesn’t help.

    We may not live in small groups on the savanna any more, but our brains don’t know that. For better or worse we are stuck with our evolutionary baggage. Nothing is going to change that. When you encounter someone who your brain perceives as “other”– and by this I mean you personally, dear reader, as well as myself and every other human on the planet — all of that machinery jumps to life in milliseconds. Long before we are consciously aware of anything, our brains are screaming “Danger Will Robinson! Danger!”

    Call this tribalism. Call it racism. Call it in-group/out-group dynamics. Call it identity politics. Call it polarization. Call it whatever you like. It all comes down to the same thing. When we perceive someone as other our reactions are hard wired, preconscious, and impossible to turn off.

    Good intentions don’t matter. Get high and sing Kumbaya all night. Talk about it until the cows come home. Hold workshops. Post platitudes or scream about it on the internet. If you want to judge the effectiveness of those strategies all you have to do is pick up the paper. The louder the mob screams, the more ground they lose. We’ve tried those approaches. They make things worse, not better.

    Quoting Einstein’s famous parable, “Insanity is doing the same thing over and over and expecting different results.”

    There is only one solution: Humanize yourself by embracing the humanity of others.

    If you perceive someone as other you will respond to them as a threat. There’s nothing we can do about that. Or is there? Take a step back and the answer is obvious. We can’t change how we react to other, but we can change who we perceive as other.

    There is going on 70 years of really fascinating sociological, psychological, political and even neurological research that all supports the same conclusion: If you know and respect someone, it’s hard not to care about them. Break bread together, laugh together, talk deeply, listen, show respect (even when it’s difficult), build bridges, find common purpose and work arm in arm.

    I could dig into that research, but mercifully for you I won’t. Instead I am going to share an uplifting and illustrative story of what effective anti-racism really looks like.

    How did a Black musician change the hearts of hundreds of Klansmen?

    Daryl Davis is a Black blues and jazz musician with a very strange hobby. He goes to events like KKK rallies not to shout or protest, but to listen, shake hands, talk, and befriend. Literally hundreds of the Klan members who Daryl Davis has become friends with have renounced the Klan. He has a large collection of their robes, including the robe of a man who, when they met, was the Grand Wizard himself.

    Read that last sentence again. Then if you honestly care about fighting racism you owe it to yourself to invest 18 minutes and listen to Daryl Davis’s story in his own words.

    This is not your Woke friend’s Anti-Racism.

    It feels good to gang up and shout at people. The difference between the shouters and the shoutees makes it really easy to tell who is “us” and who is “them.” Our brains love that. The dopamine flows like a river.

    But that is not what Daryl Davis did. There was no shouting about racism. Terms like “White privilege” and “White fragility” were never used. Daryl Davis never complained about microaggressions or political correctness. DEI workshops were not part of the program. Mr. Davis did not wear his feelings on his sleeve. Quite the contrary, Daryl Davis listened even to open hatred and tried to understand where it was coming from. There was no talk of victims and oppressors. There were no social media attacks or calls for deplatforming. There was no virtue signaling about Wokeness.

    Instead, Daryl Davis treated those who were predisposed to hate him with dignity and respect. He listened. He questioned. He befriended. He humanized himself by seeing and acknowledging the humanity of others, including those with whom he deeply disagreed. In the process he did what few have ever accomplished. Daryl Davis changed the hearts of hundreds of the most committed racists in the nation.

    This is what real, effective anti-racism looks like. And as Davis mentions at the end of his talk, if he can do it, so can we.

  • What do record fire seasons in the West, record hurricane seasons in the Atlantic, record winter storms in the South and the hottest years in history have to do with each other? Everything.

    This article originally appeared in the December 2019 issue of my Astronomy Magazine column, For Your Consideration.

  • You don’t tug on Superman’s cape. You don’t spit into the wind. Yes, schools are desperately important to kids. No, COVID-19 doesn’t care, and COVID is making the rules right now. Attempts to open schools this fall will fail of their own accord. The relevant question is how to meet the needs of children, families and the community in the face of that reality.

  • Currently new cases of COVID-19 in Arizona are doubling every 7 days. ICU beds in the state are already full. The rest of the country isn’t that far behind us. You do the math.

  • Now is not the time for scientists to be circumspect and silent. We are on the short end of a battle over whether truth even matters. If scientists do not stand up for what is real, who will?

  • The morning cyclist in my neighborhood may not be standing in the Michigan Statehouse carrying a gun and demanding her right to spread contagion far and wide, but she may as well be.

  • You know those nice charts and graphs that make it look like we are over the hump of COVID-19 and that things are about to get better? Those predictions are dead wrong, with an unfortunate emphasis on “dead.”

  • Imagine three gregarious scientists, each with the gift of the gab, all coping with stay-at-home orders. Of course we started a livestream/podcast talk show! What else would we do? Welcome to the kickoff episode of Scientists Stuck Inside.

  • Even after COVID-19 kills hundreds of thousands in the U.S. over the coming weeks, we will still be almost as vulnerable to the pandemic as we are today. We’d all love to “get back to normal” after that, but the price could be a second wave, worse than the first. Some see us facing either economic Depression or allowing vast numbers of preventable deaths, but that is a fool’s choice. There are better options if we have the will to find them.

  • There is a lot of information about COVID-19 out there, much of it misleading. When looking at the future, start with what the science really says.

  • If someone can’t tell you how they would know that they are wrong, they don’t have a clue whether they are right.

    This article originally appeared in my Astronomy Magazine column, For Your Consideration.

  • Once seemingly incomprehensible, the origin of life no longer seems such a mystery. Most of what once appeared as roadblocks are turning out to be superhighways.

    This article originally appeared in my Astronomy Magazine column, For Your Consideration.

Over his 30 year career as an internationally known astrophysicist, Dr. Jeff Hester was a key member of the team that repaired the Hubble Space Telescope. With one foot always on the frontiers of knowledge, he has been mentor, coach, team leader, award-winning teacher, administrator and speaker, to name a few of the hats he has worn. His Hubble image, the Pillars of Creation, was chosen by Time Magazine as among the 100 most influential photographs in history.
©Dr. Jeff Hester LLC, 5301 S. Superstition Mountain Dr., Suite 104 #171, Gold Canyon, AZ 85118