Friday, November 06, 2020

Repricing - in Higher Education and in the Economy as a Whole

With everyone edgy and tired from the pandemic, people are hoping desperately for a return to normal.  But if you are a planner/architect for Higher Education, some other sector of society, or society as a whole, you will invariably ask - what will normal look like when the pandemic is over?  This will be followed up by the question - how might that normal be redesigned so it is better than things were before the pandemic? I'm going to do some of that sort of thinking in this post.  But first we need to get at how the pandemic broke things and what should be done to fix  those things.  Coping during the pandemic has produced a variety of patchwork solutions.  I consider them as band-aids, in that they may have allowed universities to operate, but in a rather constrained way that is not sustainable if and when an effective vaccine for Covid is found.   

It is also evident that some things will change permanently, not because we design for those changes, but rather because there have been some lessons learned from coping with the pandemic, where it is individuals who make their own adjustments.  This includes the likely much greater reliance on working remotely and also that much instruction will be at a distance.  There is the further likelihood of substantial population migration - away from large cities - because of the fear of future pandemics, and away from areas that present severe environmental risk as a consequence of global warming.  So, for example, we currently have large populations living in drought areas that are exposed to a risk of massive fires.  And people living in certain coastal areas are at risk of severe hurricanes.  If property losses from such environmental events become uninsurable and/or the risk of loss of life becomes too great, people will move to where things are safer.  I'm noting this here because surely some of it will happen, but the extent to which it does happen is much harder to predict. 

Now let's get to the economics.  In as simple a way as possible, most people perceive a college degree as a passport to a good job and thereafter to a comfortable life (income-wise).  However, the pandemic has disrupted the labor market and good jobs are now much harder to come by.  In this, the current situation shares the general pattern which followed the burst of the housing bubble that brought on the Great Recession in 2008.  However, that crisis had purely financial causes and the government enacted reasonably effective counter measures to right the ship.  The labor market for college students and new graduates rebounded, though it took several years for there to be a full recovery that way.  Now, of course, while we are again in recession, we also have a botched public policy in managing the pandemic and that adds another dimension of uncertainty to the labor market softness.  Who knows when the pandemic will end?  Who knows how bad things will get until we have an effective vaccine?   It seems that the recession will continue and possibly get worse until we have good answers to these questions.  

Under the circumstances, the willingness to pay for a college education, viewed purely as a financial decision, has declined.  Further, as much instruction has moved online, there is a perception that the quality of that education has dropped as a consequence.  This means fewer students will enroll or continue to be enrolled.  In response, many colleges have had to reduce their tuition to retain the students they expected to have on board. The Chronicle of Higher Education reports that most colleges expect declines in tuition revenue.  That captures the situation at present.  I would term this a short-run view.  The rest of this piece takes a long-run view.  In so doing, it is a sequel to my earlier post, America's Caste System - My Take, which argued that we are income-stratified in this country in a way that is deleterious to the overall well being of the country.  In the next section I will review briefly some of the history on that and then make a connection between income and wealth inequality and the role college plays in society. 

* * * * *

Here we will consider a variety of looks at then and now from the point of view of both income and wealth, then repeat the exercise on tuition and expenditure at the university (where I will give an incomplete view since I don't have data to give a fuller picture).   In my earlier piece there was a link to graphs provided by the Pew Research Center, which show income distribution by race for a base year, 1970, and then again for something closer to the present, 2016.  The data are inflation controlled and consider per capita household income, to control for size of household.  There is some skew in the data in both years, as there is a large upper tail.  But the results are reasonably bunched around the mode in 1970, reflective of a middle class society.  The results are much more spread in 2016, with a larger upper tail and less of the population near the mode.   A comparison of the income distributions between then and now graphically supports the notion referred to as the hollowing out of the middle class.  

A contention I want to make in this piece is that a middle class society, even when there is some spread in incomes, helps to make everyone in the country feel we're all in this together.  In contrast, a society with stratified incomes makes us feel we're more part of the stratum (or caste) where we are located and then we are far less concerned with everyone else.  This is on account of what behavioral economists refer to as the availability heuristic, where people's worldview reflects what comes readily to mind and doesn't account for information that might be attained but not immediately.  If the vast majority of interactions are within our own stratum, we then think the rest of the world is also that way or we fail to think about the rest of the world at all.

While the Pew graphs are very interesting, there are some limits to the information provided that we should be aware of.  First, the data are right censored at $200,000 per person. What is shown roughly coincides with the lower 99% of the income distribution.  One would also like to know what is happening with the upper 1% of the distribution.  Also, the information is about then and now, but not about what happened in between.  It would be good to be aware of the entire time path within that duration.  Then, too, while I did mention the very soft labor market now, the stock market hasn't fared nearly as poorly, which is largely due to injections from the Federal Reserve to shore up the market. Thus, it would be useful to look at the wealth distribution and how it varies over time to complement the information in the Pew graphs about income distribution.  

I've got some of that information here with time series of wealth by category within the wealth distribution.  These data come from Distributional Financial Accounts maintained by the Federal Reserve. They provide tools to customize the range of time interval considered, though the farthest back you can go is to 1989, after the Reagan Presidency had ended.  It is interesting to consider the categories they use to cluster the information.  There is the top 1% (the rich).  Next is the 90-99th percentile (elsewhere I've referred to this group as the professional class).   Then there is the 50-89th percentile, which might count as middle class.  And there is the rest, below the 50th percentile.  The first three groups have (very) roughly the same amount of wealth, though of course wealth per household declines going from one group to the other.  The last category, with half the households, has very little wealth in aggregate, so almost no wealth per household.  This shows substantial wealth inequality in the economy overall, without needing to get technical and talk about Gini coefficients and the like.  The following table, which shows the wealth shares at the start and the end of the time interval, make it clear that wealth inequality has been increasing over time.   


Total wealth in 1989:Q3 was $20.82 trillion according to the Fed data, with 92.83 million households, giving a mean wealth per household of $224.28 thousand.  (The number of households is given here.)   Getting much closer to now, total wealth in 2020:Q2 was $112.05 trillion and with a guesstimate of 130 million households (the available data only go to 2019) we get that mean wealth per household is $861.92 thousand.  If you are like me, you'll be surprised by how high that number is.  Yet so many people have hardly any wealth at all.  In other words, we are a very rich country, but are doing quite poorly by the criteria given in Justice as Fairness, by John Rawls. 

Now I'd like to give a few caveats to consider about income distribution and wealth distribution.  One is regarding geographical differences.  We know that cost of living is higher in big cities than it is in smaller communities.  A big component of that is cost of housing.  Further, one might reasonably expect that housing values will rise strongly over time in gentrified urban areas, while in contrast, in Champaign, Illinois, where I live, housing values tend to be flat over time. Those who work in big cities need to be paid more, to compensate for that higher cost of living.  So, one might want to compute "real income" and "real wealth" to normalize for the purchasing power.  No attempt has been done to provide such a normalization here.  Another caveat concerns income and wealth variation over the life-cycle.  It is natural to expect income to rise over time as the person accumulates human capital while working.  Also, some payment schemes include rewards for seniority or, alternatively stated, some early compensation is deferred till later.  This way the employer can reduce the likelihood of turnover from those employees who have a high amount of firm-specific human capital (so are hard to replace).  

Early in the life cycle the person may borrow to enhance consumption or use some income to pay down debts (perhaps on college student loans).  So there may be little to no saving early and if the person is renting rather than owning the place where they live, no saving via that route as well.  Saving and wealth accumulation happens later in the life cycle. So, the age of the household members will correlate with household income and household wealth, at least till retirement.  There is then a tendency to decumulate wealth after retirement.

We also need to account for inflation.  While the Pew graphs controlled for inflation, the Federal Reserve data does not.  A quick and dirty way to account for inflation is to use an inflation calculator.  Based on the results found there, between 1989 and 2020 the inflation rate was 110%.  Knowing the inflation rate, it helps us to connect growth in income per capita (when the economy is at full employment this is attributed to growth in productivity) to growth in wealth.  The graph below shows GDP per capita over the relevant time interval and comes from data provided here.   I will have more to say about inflation later in this essay.


Let me conclude these caveats with a mention about possible mismeasurement, of both income and wealth. For example, consider this essay that you are reading.  It is being rendered on a blog available to anyone who can get online.  In that sense, it is a pure public good.  If those people who read it get some value from the experience, then the essay has asset value (others might get the reader benefit as well), but that value is not being measured.  Another example are assets such as works of art that are not traded frequently, but are sometimes appraised (for insurance purposes or other reasons).  Appraisal in the absence of market transactions is more art than science.  It is quite easy to overvalue an asset in this manner.  In this sense income data have a firmer foundation than wealth data, because income is measured from actual transactions.  For wealth that happens only some of the time.  Yet some income spending, for example on an antivirus software for your computer, doesn't raise welfare at all, at least compared to the case where the threat of viruses is nil.  So GDP spending doesn't distinguish preventing threats to people in the economy from providing benefit for those people.  In that sense it too is an imperfect measure.

It is useful to have these facts and caveats in mind about the overall economy when considering Higher Education and how it prices.  While I don't have data on other than my institution, the University of Illinois at Urbana-Champaign, I want to suggest that this information is typical of public higher education in general, research universities like UIUC and other universities too.  But, particularly on what faculty were paid then and are paid now, there is a need for much more data to confirm the ideas suggested here.  

At the link is an Excel Workbook with three different worksheets. Each show time series data about UIUC.  The third worksheet might be looked at first. (You can view it in preview mode, but you will have to increase the view size to make sense of what you are looking at.). It gives time series information about base tuition and other costs that students incur (but not about college-specific surcharges, which didn't exist at the then part of the table but are an important factor to consider in the now part of the table, yet are not given in the table).  Also, these are not inflation adjusted data.  To make better sense of this information, note that through the mid 1990s, U.S. News and World Report considered the U of I a best buy.  About 10 years later, or so, the U of I became the highest priced public university in the Big Ten.  There is a complication here to consider that is not in the table.  This is the fraction of in-state students versus out-of-state students.  When I started, in 1980, there were fewer than 8% out-of-state at the undergraduate level.  Things changed rather dramatically some years later, where there were many international undergraduate students, so much so that five and a half years ago Inside Higher Ed ran a piece called, The University of China at Illinois.  (International tuition is roughly three times in-state tuition.)

The first worksheet speaks to a different question - who is doing the teaching? When I started at Illinois virtually all faculty in the Economics Department were tenured or on the tenure track.  And then the teaching load was two courses per semester, with the expectation that one would be a graduate class and the other would be an undergraduate class.  (Faculty had a preference for graduate teaching as they could then tie the teaching to their research.) But that became an expensive solution.  So at the undergraduate level, a new category of instructor came into being - specialized faculty.  These faculty were allocated to teaching 100%.  The table shows that they are increasingly performing the undergraduate teaching.  I will also add here that at least in Economics, the teaching load for tenured faculty dropped (after I retired).   It has since become three courses a year, and in many cases all the courses are at the grad level.  This was a response to the labor market for Econ faculty, not something originated here.  Whether that will sustain after the pandemic, or needs to be adjusted based on available resources, I don't know.  Here I want to take it as an indicator of how teaching loads are determined across higher ed, nothing more.  

The middle worksheet gives salary information for assistant professors and for specialized faculty in the Economics Department.  It would be very good to have such data for all departments across campus, and then for all universities in the Big Ten, if not for all research universities nationally  Two thoughts should be conveyed here.  First, specialized faculty are paid less than assistant professors.  No surprise there.  Second, I posted my salary from 1980, when I was hired, both the 9-month salary and then the 11-month salary as well.  In general, tenure track faculty have a 9-month salary, which allows them to earn income from other sources in the summer, a grant or summer teaching.  The 9-month salary is paid over the full academic year.  If summer money is paid in addition, then earnings are higher in the summer.  Part of this arrangement is to encourage faculty to be entrepreneurial, to encourage faculty to find sources for summer funding.  But a different part is to give the float to the State of Illinois.  The 9-month salary itself was paid over 12 months, so the state could defer payment of some of the salary to the following summer. Getting back to the information on the worksheet, junior faculty salaries were substantially higher in real terms in 2018 than they were in 1980,  and even specialized faculty salary in Economics in 2018 was higher than tenure track salary in 1980, after controlling for inflation.  

I don't have data for the Economics department for other faculty than me in 1980 (I was the only new assistant professor that year), nor do I have data for faculty in other departments at that time to compare to now.  So as a proxy for that I'm going to wave my hands and suggest the pattern was the same in many other social science departments.  In STEM departments, however, the pattern might have been different, not reflected so much in salaries as it would be in the number of people who were hired as part of the startup package for a new tenure-track assistant professor. And the startup package might include a variety of non-personnel costs, which would not have been included then but are relevant now.

The first worksheet shows, in general, an increased reliance on specialized faculty in undergraduate instruction over time and a gradual increase in undergraduate IUs (the product of credit hours and enrollments in a course).  To the extent that specialized faculty are substituting for graduate assistants, it is not obvious that this change is being done for cost reasons.  But when the substitution is for regular faculty, that is almost surely being done to economize on instructional cost.  We should ask what the impact is on quality of instruction.  I will comment on that briefly in the next section.  I want to wind up this section by observing that the increase in IUs over time reflects both that the undergraduate student population had been increasing (these data are from before the pandemic) and it may be that students are taking more courses recently, as a way to graduate earlier and save on tuition expense that way.  

There is a factor that cuts the other way, which I know from my former students is a serious matter but which I have no data to indicate how extensive a matter it is.  Courses have capacity limits.  Students get on a wait list for a course that is already fully subscribed, hoping they will still be able to take the course after some currently enrolled students drop it. But in some cases the excess demand is so great that they can't take the course that semester.  Then they have to put off taking it till sometime in the future or abandon their plan to take that course entirely.  This can delay the time of graduation.  I'm guessing this happens much more at public universities than at private ones, especially public universities where enrollments have been rising.  Conceivably, online offerings can mitigate the problem, as classroom space limits wouldn't be an issue then. 

* * * * *

School has always had the potential to address two different purposes.  One is to promote learning for learning's sake - help to satisfy the student's curiosity, give the student modes for self-expression, and let the student learn to like these things so want more of it.  This is the idealistic view of school.  The other view is school as preparation for what comes next.  That sort of preparation comes in two different flavors.  In economics we refer to the first flavor as acquiring human capital and to the second flavor as signaling, such as indicating to a recruiter that the student is an attractive candidate for a job or internship.  Where in some areas human capital can be observed or demonstrated (a company considering a student for a programming job might give the student a programming task and see what code the student produces) in many areas human capital is really an experience good, that the potential future employer can only learn by hiring the students and seeing how the then employee performs on the job.  When human capital is an experience good, the signaling function takes on added prominence.

It is conceivable that the same behaviors at school can be done for both purposes at once. 

You've achieved success in your field when you don't know whether what you're doing is work or play.
Warren Beatty

Much of school was like this for me, though the first quarter of graduate school definitely was a grind.  However, I think it fair to say that nowadays many students rarely if ever find learning for learning's sake by the time they reach college.  For these students, school becomes a choice between acquiring human capital and producing a good resume (signaling).  Now I want to make a point that I haven't seen others make before, though it is pretty obvious in this context.  As income/wealth inequality has increased in the society overall, the pecuniary rewards from producing a good signal have gotten greater.  Consequently, the conscientious student is apt to spend more effort on producing a signal and less on generating human capital that can't be readily observed.  For such a student, school has become a form of economic rent seeking.  

Such behavior is rational in an economic sense.  But it is alienating for the students as it does not address the student's emotional needs and needs for personal growth.  Those who get through the experience, land a good job and find themselves on a good career path, are apt to subscribe to the Just World Hypothesis and thereby feel entitled to be extremely selfish and consequently are unaware of the hardships that others may be facing.  If it were known that this is happening with a significant fraction of a university's recent graduates, would that be an object of pride for the university or something the university feels it should remedy? 

We should also consider the consequences on students still in college and, indeed, those still in high school. Some may become excessively cynical and quite bitter.  They've been playing a game where essentially all academic actions are instrumental for a high income future; none of these actions produce emotional or intellectual rewards in the present.  And they are interacting socially with other students who are in the same boat.  Those interactions may be painful, even destructive.  The mental health crisis among undergraduates surely is somehow tied to this, and arose before the pandemic became our preoccupation.  I view that crisis as a canary in a coalmine.  Things need to change so more of the college experience nurtures the student in the here and now. But this can only happen if the college degree as passport to the good life depreciates in value.

Then we should look at how this behavior impacts instruction.  About a decade ago I wrote a post called Excise the Textbook, which gave an argument for abandoning the "transmission model of instruction" to instead embrace inquiry methods, and with that select readings from a variety of sources that support the inquiry.  But the transmission model remains.  In  this model, the textbook serves as oracle, the instructor relays the wisdom from the oracle, and the students absorb this wisdom verbatim.  The exams measure the ability to regurgitate this wisdom.  If students get good grades on the exams (which then helps them to produce a good signal for their resume) they are satisfied and indicate this on their course evaluation questionnaires. As specialized faculty don't have tenure and are concerned for their own job security, they need to receive decent course evaluations.  The approach is thus self-sustaining.  But it is mainly a charade. For students who perceive this and are self-critical, it contributes to their alienation.

The story above pertains to all students, regardless of family income.  It is a story that should make sense to the students themselves and to their instructors.  But to outsiders, a different story has captured the attention, concerning college student loans.  So I'd like to incorporate that into what's already been said here. 

One consideration which I'm aware of, but don't have sufficient data to consider all the implications, is that nowadays many students follow a 2 + 2 model in college.  They start in community college for the first two years, live at home then, and only after they have earned their Associate's Degree do they transfer to the university for their junior and senior years in college.  This path clearly lowers the cost of going to college for the student and the student's family.  Is it mostly low income students who follow this path?  I don't know.  Do these students perform as well when in their junior and senior years as other students who got need based scholarships for the first two years?  Again, I don't know.  What seems evident is that students need a group of friends to socialize with to feel comfortable in college.  It may take a while for that to develop and/or students rely on friends from high school for this. The transfer student may be at a disadvantage this way.  

Another consideration is the general out migration from the humanities as a major, which surely has been influenced by the economic issues considered in this essay, where the perception is a degree in a humanities field is less good preparation for a career (or at least for an entry level position) than a degree in a STEM or business discipline. Does this choice correlate with family income?  I don't know. More generally, one might expect experimentation via taking elective courses outside the major to be correlated with family income, with the idea that students need to learn about their own interests as much as to prepare themselves for life after graduation.  But such experimentation is a luxury, and possibly could mean longer time to degree.  However,  having AP credit coming in as a first-year student surely is correlated with income.  That might otherwise speed up time to degree.  So the experimentation isn't as costly for such students.

Then, too, a related issue to family income is whether previous generations of the family also attended college or if the student is the first in the family to attend college.  Expectations of family members on the student are quite different in the two cases.  First generation students find the first year of college especially challenging and dropout rates are higher for them as a consequence.   I believe that attending a year of college (or less) is of no benefit in the labor market, compared with not attending at all.  

Let me get to the purely financial issues with college student loans.  If the family covers the loan, rather than the student, so the student doesn't have a pile of debt upon graduation, then this must come from family savings that were intended for the parents' retirement or some other rainy day emergency.  In this case the cost of college is interfering with the life cycle view about wealth accumulation and has disrupted the middle class style of life as a consequence.  If the student after graduation becomes a big success, the parents can be repaid, and it works out for everyone then.  But this is far from a certainty.  Counting on it then begins to look like a Ponzi scheme.  

If the student bears all the debt, the student then is under enormous financial pressure from the get go upon entering the labor market.  The issue ahead of time, when the student is just beginning college, is who should bear the risk regarding how successful the student will be after graduation.  In general, it is efficient to shift risk away from people who can't diversify the risk to others who can.  This is the principle behind insurance markets.  The "Free College" movement is on track on this issue about who should bear the risk.  Yet the quality of the offering that is free should be something to care about.  Is free and yet high quality possible?  Or is that a pipe dream? In a prior post, I wrote the following, which I believe is a good way to think about the issue. 

......A similar argument could be made that the Federal government pay for college and then have the graduate face higher taxes over a period of time.  If the student could commit to living within the state after graduation, it could be state government that does this.  The difference between this approach and the current approach with student loans is that the amount actually paid back would vary with future income, not just with the amount of tuition paid.  This strikes me as the right way to manage the issue, but might never happen because there is no champion to advocate for it and it could end up a political football.

* * * * *

Let's turn now to rent seeking by elite colleges and universities.  Some of this, of course, happens in pursuit of alumni contributions, particularly very wealthy potential donors who make the big gift, to fund a new building for example. I don't want to minimize the importance of this form of rent seeking.  Indeed executive officers - department heads, deans, and provosts are evaluated at least in part on how well they do as fundraisers.  So the activity is built into the business model of the university.  But here I want to focus on admissions and tuition, as that best fits in with what was discussed previously. 

Let's begin by giving a novel way to think about how tuition is determined at elite private universities and liberal arts colleges.  If the degree offers a lifetime economic rent to the graduate, then tuition serves as partial rent extraction.  The size of the entering class is determined to maximize the economic rents of the graduates, thereby maximizing the the total tuition that can be collected by the academic institution.  The calculation is very much like the theory of monopoly pricing, which we teach in intermediate microeconomics.  As is well understood, there is deadweight loss as a consequence of such pricing - the volume is too low compared to the socially efficient volume.  So too, with admission to these elite institutions, as I point out in the piece linked above. But there is an added wrinkle with admissions that isn't in the basic monopoly model.  The lifetime economic rent obtained by the graduate likely varies with characteristics of the students.  There is then an incentive to admit those students who have the highest expected economic rents.  

One might reasonably conjecture that this correlates with family wealth, perhaps giving a reason for legacy admits.  This reason might not be attractive to the reader.  Indeed, this explanation of tuition setting and size of the entering class might seem excessively cynical.  And surely there will be notable exceptions, students who get need-based scholarships and who have obvious rare talents or who are admitted to diversify the entering class.  Imperfect explanations still can have value if they explain an important chunk of what is going on.  I will get to the evidence in a bit.  First, let's turn to public universities and in-state tuition.

The notion of in-state tuition is a holdover from those days when state government paid the bulk of the costs at public universities.  It still may make sense at regional public universities, as a way to make college affordable.  It is far less obvious that it continues to make sense at the flagship universities of major state systems.  (Those are typically the campuses with big-time football teams.)  If you ask students at Illinois what their next best choice was when they signed the acceptance letter to attend Illinois, they will likely say either going to another public university - Wisconsin, Michigan, or Indiana the most popular choices, and then pay out-of-state tuition there, or go to a private university - Northwestern, U Chicago, or Notre Dame probably top the list.  Only very rarely might they identify another university in state - Illinois State, SIU, etc.  So with in-state tuition most of the students are getting a huge financial surplus.

This leads in to the following question.  How is in-state tuition determined?  It is a political animal, as it is set by the Board of Trustees of the University.  I don't know this for a fact, but I suspect it is set at a fraction of the tuition at these next best alternative.  When I started back in 1980, I believe Illinois tuition was about 1/6 of Northwestern tuition.  Nowadays, especially if you include the fees and college-specific surcharges, the fraction is more like 1/4 or 1/3.  It's still a great deal financially, compared to the alternatives.  So, the pricing of the alternatives is like an umbrella under which in-state tuition is determined.  I do want to note that the university increased undergraduate enrollments, mainly with international students who pay much higher tuition, to bring in more revenue via the tuition route.  The pandemic coupled with immigration restrictions imposed by the Trump administration may make this much harder to do in the future.  If international students become hard to recruit, in-state tuition will have to rise to offset the revenue loss.  How that will play out, I don't know.  I'm not so concerned with the immediate future in this piece. 

Let's consider the evidence.  The New York Times had a feature a few years ago that took the highlights from an NBER study, Mobility Report Cards: The Role of Colleges in Intergenerational Mobility.  The results show that students from the bottom half of the income distribution are less likely as a group to attend an elite college than students from the top 1% of the distribution.  Yet the earnings of such students don't vary that much after graduation.  (The paper focused on a cohort of former students who were 30-32 at the time the study was conducted.  Conceivably, earnings could have varied more as these former students got older.)  For my teaching I did the report card for my campus that typifies the results.  (There is some gobbledygook in the html on this page that makes it a little hard to read.)  

A different representation is for my class in 2017.  I plotted the home addresses of students as they appeared in Banner (town, not street address) and did this for all the domestic students in the class, so there is a flag for each address in Google Maps.  (There were two or three international students who don't appear in this representation.)  If you zoom in around Chicago you can find most of the flags and see that Chicago proper is under represented.  Most of the students are from the suburbs, north and west of Chicago.  If you zoom out you can see the few flags that are from outside of Illinois, but still in the U.S.  You can also see there are no flags in Illinois west of Peoria nor south of Champaign.  Of course, this was just one smallish upper level undergraduate class.  It would be good to have such a representation for the university as a whole My guess is that the results would be similar, but at present that is just a guess.  

While there are some higher education institutions that seem a pathway to high incomes for students from low income families (Cal State schools and CUNY schools were cited in this regard) it appears that much of elite higher education reinforces the current income distribution.  Attendance in such colleges, then, can be considered part of the bequest well off parents make for their children, while the parents are still alive. 

While the parental motive is understandable, one wonders whether it gives them tunnel vision regarding what is happening overall. If so, this tunnel vision of well off parents seems to be what drives the elite universities along their paths regarding admissions and tuition. 

* * * * *

The high concentration of wealth might not be so bad, if the uber rich carried with them a modern day equivalent of noblesse oblige.  But we're not seeing that.  The Republicans intense desire to do away with Obamacare, a notable example, relates to the need for insurance premiums to be subsidized, with the subsidies paid by high income people. The tax cut that happened under Trump, which mainly benefited the rich, was a way to solidify this group as Trump supporters.  I have to say, on one level I don't get it.  If you are already very rich, why do you care about getting a tax cut? And, of course, Warren Buffett has said those taxes shouldn't have been cut, so I'm not alone in my not getting it.  But I do accept that it is current reality - very wealthy Republican supporters don't like paying taxes.  

I found this piece an interesting read, The President Has Made Selfishness Our National Credo. What I wanted to know after reading is whether those very wealthy Republican supporters are the same that way - entirely selfish, the Libertarian facade enabling a complete lack of social responsibility.  That's possible, but I've found at least a little evidence that it might be otherwise, which I wrote about in a post called Mattering Bias.  In that post I bring up the example of The Giving Pledge, where wealthy people make a commitment to give away a substantial part of their wealth in a philanthropic effort.  Among the people who have taken the pledge, there are well known conservatives who are strongly anti-tax.  How can that be?  In that post I conjectured that wealthy people care how their money is spent and want to know it makes a difference.  In contrast, you and I, when we pay taxes or when we give to charity, contribute such a small amount that it is merely a drop in the bucket.  But, I want to note the mattering bias argument is just a conjecture.  A very selfish person might take The Giving Pledge merely as a cover, to avoid unwanted criticism about the person's selfishness.  I really don't know which is the right explanation. 

This gets me back to the distribution of wealth itself and a desire for some substantial wealth redistribution from the rich to the poor, to make the system seem fairer and to try to restore E Pluribus Unum as the National Motto.  The question is how to get this done, via an increase in taxes on the wealthy or some other way.  If Biden wins, he has promised a tax increase on the top 1% but no change in taxes on the bottom 99%, and if the Democrats also take back the Senate, then this should happen.  But we will still be in a pandemic economy for the indefinite future and managing the near term may not be a good guide for how to do things if and when we do return to normal because essentially everyone in the population has immunity to Covid (from a vaccine that is effective and widely distributed).  Now we can discuss how these accommodations might be done so that if and when the normal takes hold, we're ready to take action.  

The reason to not rely on taxes entirely to do all the heavy lifting regarding redistribution comes from considering our recent history, where the Democrats and Republicans have rotated through who is in control and where there have also been episodes of divided government, which as of late are apt to produce gridlock rather than reasonable compromise. So, instead, I'm going to imagine that such redistribution happens sector by sector in the economy and happens slowly over time even within a single sector.  I will make the case that Higher Education is the sector which should go first and take a leadership position in doing so. 

* * * * *

To consider the issues with income redistribution in Higher Education, I will first look at my own campus as means of illustration.  About 15 years ago the campus began a modest program called Illinois Promise, offering free tuition and other support to students whose families lived below the Poverty Line.  The program did succeed in getting low income students through to a degree from Illinois, but its scale was such as to be largely invisible to those not directly involved with it.  The small scale is the reason the program could exist without explicitly identifying revenue sources to support it and/or internal budget cuts that would be needed to finance it. 

More recently the campus has introduced a new program called Illinois Commitment, where the family income bar is much higher than it is in Illinois Promise.  The income bar is the median family income for the State of Illinois.  I can only guess why the campus started this new program.  I suspect it was a response to Bernie Sanders' appeal in 2016 with his campaign of free tuition for all, and/or New York State embracing a broad free tuition program.  Do note that there are various stipulations which must be satisfied for the student to qualify for Illinois Commitment.  Nevertheless, you'd think that with a higher income bar many more students would be admitted under the program.  So, as before, we should ask how the campus can afford to do that.  Here are a few different possible answers.  

One is that, in fact, not that many students would be admitted or, if admitted, would decide not to attend Illinois.  For the former, I wonder what the data are about such students in years prior to the program.  Are such students less likely to be admitted than students from wealthier families (perhaps because their standardized test scores are lower)?  I believe that county of residence within Illinois is a factor taken into account for admission.  But still, my impression is that most of the kids come from the suburbs of Chicago and for the vast majority of those, family income is well above this bar.  For the latter, I'm reminded of the story where Larry Bird first attended Indiana University to play basketball for Bob Knight. Bird soon transferred to Indiana State, which on pure basketball grounds didn't seem to make a lot of sense.  But Bird reported feeling uncomfortable at Indiana - his clothes weren't up to snuff and he just didn't fit in.  I believe that factor would be at play in this case as well.  Perhaps there are things the campus can do as an offset to make these students more comfortable, thus wanting to attend, though I'm not sure what those things would be. 

For the sake of argument, let's say all of that can be solved and a substantial number of students come in under the Illinois Commitment program. How, then, will the campus pay for it?  I'm going to do some guesswork here to try and answer that question.  Five years ago, it seemed the campus was booming with international students, particularly students from China.  They were paying the international tuition rate, and the surplus from that over the in-state rate seemed a life-saver form U of I budgeting.  This particular solution was not available to many other campuses around the country, but Illinois has a very strong reputation in China, based primarily on the reputation of the College of Engineering.  Yet non-engineering students were coming in great numbers as well.  Given limited funding from the State of Illinois, their attendance was a godsend.

Then Trump became President and imposed various restrictions on people who wanted to come into the country.  This was a threat to the revenue stream.  The pandemic, which restricted international travel much further, was still another threat to the revenue stream.  If things return to normal because an effective vaccine will be found and widely distributed, will that revenue stream return to what it was before?  I don't know but for the sake of argument let's say it won't.  Then there needs to be another way to fund the Illinois Commitment program.  The most likely candidate is to take some cost cutting measures.

To be clear, most campuses have already taken cost cutting measures as a result of the pandemic and are likely planning more for the very near future as tuition revenues are down.  Are these cuts temporary? The hypothetical scenario we're operating under is that things have returned to normal, but when this happens has not been specified.  If this normal happens before fall 2021, I'd hope the cuts were temporary, but it might take a while for them to be restored.  In this case, it's best to think of our hypothetical happening two or three years later, so there is ample time to understand what the new normal looks like. In the intervening years, perhaps the volume of Illinois Commitment students won't be so great or the campus taps into endowment funds to cover the costs in that time period.

So, the cost cutting I'm going to consider here is after normal operation has returned and any temporary cuts that occurred during the pandemic are restored.  Further, the anticipation is that cost cutting will be permanent, so the Illinois Commitment can be an ongoing program. In addition, let us suppose that the cost cutting happens via salary compression, so comparatively low wage employees are exempt and the act of cost cutting itself reduces income inequality on campus.  It doesn't make sense, at least to me, to aim to reduce income inequality socially by giving students from low income families free tuition, if that is financed by laying off low wage employees or cutting their pay.  

However, there is an important issue with salary compression as described in that post, when it is only one campus that does it.  It will induce some well-paid faculty and staff to find work elsewhere and then quit.  Further, these quits won't be randomly distributed.  They will be concentrated among the very best, as these are the ones who are apt to have strong external alternatives.  This is an example of Akerlof's Lemons Principle.  When star performers leave an academic department, that will hurt it in the national ratings.  So, department members will be angry about this and thus become angry about the salary compression program put in place and indirectly become angry at the Illinois Commitment program.  Is there a way out of this?

I believe there is thanks to Duesenberry's Relative Income Hypothesis, which says that people's consumption patterns and sense of well being are set relative to a peer group that they designate.  Keeping up with the Joneses is in the spirit of this theory.  The Relative Income Hypothesis makes use of sociology as well as economics, which lends reality in my view, but which made the theory less prominent among economists when it came out.  And now we have the first real reason for why elite Higher Education should take the lead in doing sector-specific income redistribution.  I'm confident that the hypothesis holds true for virtually all faculty as well as for most campus administrators and senior staff.  The turnover can be prevented if the same salary compression happens at all the peer campuses around the country.  

Would other campuses buy into this general idea - have a program of free tuition for students from low-income families to be financed by salary compression (and related expenditure cuts that don't impact the bottom of the wage distribution on campus)?  Or is this impossible to achieve because leadership at the most elite campuses feel they are so advantaged by the current approach (which above I called rent seeking) that they see little reason to abandon what they are currently doing for what still appears a vague social good?  This framing of these questions makes the situation look like a multi-dimensional Prisoner's Dilemma.  That was deliberate on my part.  There is a huge amount of theory about how one might obtain cooperation in Prisoner's Dilemma as well as a host of experimental evidence that supports this theory.  

While I'm not up to speed on current developments about this theory, I suspect the following has not yet been well modeled and thought through.  This has to do with how our recent social experiences, when intense and profound, shape our attitudes about what is right and what activities we should undertake (impacting how we should play the game).  I can imagine that a common belief has emerged on these campuses, to combat bald selfishness, by which I mean selfish behavior that simply ignores the consequence on others.  (Not wearing a mask while in a public space is the current leading example.)  Of course, some of this behavior has happened on their own campuses, with immature students who want to have some fun taking undo risks, with their own health and the health of others, their friends included.  As educators we might ask, what would get these students to overcome their immaturity, to make an evident sacrifice in their immediate well being on behalf of the benefit for all, longer term.  It seems to me that campuses making clear financial sacrifices on behalf of needy students is one way to model this more mature behavior, and thus one reason why the ideas being presented here might be broadly embraced within elite higher education. 

* * * * *

Having given this sketch of the ideas, let us note that the devil is in the details and that until those are fully fleshed out one should keep a skeptical view about whether implementation of the ideas is possible.  This is especially true for campus leaders who have been operating in rent seeking mode as their primary driver.  It may be that for public relations reasons they need to market their campus as promoting upward mobility for their students from low-income families.  But this has been more talking the talk than walking the walk.  

How might that change?  Thinking about the change as diffusion of an innovation brings to mind Malcolm Gladwell's book, The Tipping Point.  Who will serve as the Connectors? the Mavens?  Let me bring in some factors outside Gladwell's framework to reckon with, before returning to Gladwell.  First, coping with the pandemic is really straining folks inside campus administration.  It is more than full-time work and it is exhausting.  While people might relish extensive thinking and planning about the future as a break from the intensity of now, do they really have the time for it?  Second, the biggest uncertainty about the future after the pandemic has ended will surely be the state of the macro-economy.  One might expect to proceed differently depending on whether we soon return to a full employment economy or instead linger in a recession for quite some time.  Third, campus administrators must navigate three distinct constituencies: (a) faculty, staff, and students; (b) members of the governing board of the university; and (c) the general public.  It would be much easier to give the go ahead with the innovation if it played well with each audience.   Last, there may be certain disciplines which wouldn't generate much faculty turnover at all from salary compression, so unit administrators in those disciplines might be much more willing to go along.  However, there will be other disciplines where turnover is likely unless the relative compensation among faculty at peer institutions is managed well, which must include some rules about the salaries under which new hires are brought in. As not all new hires beyond entry level positions are the result of being disaffected at one's previous institution, these rules need to manage both situations equally well. The same can be said for senior staff and administrative positions.

Let me return to Gladwell and speculate on how this will play out.  Those on campus who are very committed to social justice issues in society as a whole surely will realize that with persistent income inequality they will be stymied in achieving their goal.  They should readily embrace the ideas.  Nevertheless, that is far from sufficient for diffusion and, if my experience is typical of those who use social media, there is a tendency to preach to the choir there.  That will not do.  The connectors will be those who can bring together people who have unlike views.  How they will do this I don't know.  We should expect that in some instances neither side is persuaded and then leave the conversation with the same views as they had entering it. In some instances, we hope, their views will converge to the position that income redistribution within Higher Ed is a good thing to encourage.  The Mavens will study the arguments that bring this outcome and understand their common elements.   In other words, the Mavens will perform an applied research and then publish about it in scholarly journals as well as in more popular outlets. For their results to be found credible the Mavens themselves must be from Higher Education.  This is another reason why Higher Education should take the lead in sector-specific income redistribution.

I don't claim to be a Maven, but my current conjecture about what they will learn is that the message must be a mixture of principle and some pragmatic thoughts about implementation.  On principle, my guess is that the ideas of Harry Boyte on teaching students to be good citizens would have appeal.  On pragmatics, my current thought is to market this as a slow and steady wins the race approach - a little bit will be done in year one, a little bit more will be done in year two, etc.  If there are some snags that require adjustment of the approach, this will enable it.  This must somehow be combined with the observation that Higher Education is but one sector of the economy.  For this effort to be truly successful, it must eventually be mimicked elsewhere in the economy.  (Healthcare might be the natural successor.)  So effective messaging needs to encourage that. 

Inflation Is Our Friend In This Case

We are all taught that inflation is evil, so saying otherwise sounds sacrilege.  Let me note two things where inflation might be useful specifically for reducing income/wealth inequality.  First, low income people tend to be debtors while high income people tend to be creditors.  (Donald Trump is a notable exception.)  Most debt is not inflation indexed.  Inflation lowers the size of the debt in real terms.  This is a benefit to the debtor and a cost for the creditor.  For income/wealth redistribution, that's exactly what you want.  If the Federal Reserve can create inflation (which currently is against its mandate) that would help to reduce inequality in our society.  

Likewise, if you want to cut the real pay of somebody during inflation, simply have them receive no pay increase, or only a modest increase that is less than the requisite cost of living adjustment.  Nominal pay doesn't have to be cut.  Way back when I was an assistant professor and the campus was going through some hard times financially due to the recession that Paul Volcker induced (to beat inflation down) a question emerged whether it was legal to cut the nominal pay of tenured faculty members.  I don't recall what answer we came up with then, but it conceivably could be an issue with the proposal here. Without inflation, and if it is illegal to impose nominal cuts in pay, the only alternative left would be for the faculty to gift some of their salary to the university, as they do with other charitable giving that the university coordinates, though the charities themselves are not part of the university.  My suspicion is that under a gifting approach, many would opt out entirely and others would gift less than is really needed to make the program work. Inflation gets around this issue.

Extensions Of The Main Idea

One might consider the main goal of the proposal here to change the ethos, so that social responsibility becomes the norm and people who are financially well off don't maintain such an insular and selfish mindset.  If that can happen in higher education, can it also happen in other sectors of the economy?  

The discussion about healthcare among liberals has focused on access.  What about the cost of providing that healthcare?  Having had a serious health episode back in 2018, I got exposed to the billing my health provider sent to my insurance company.  I thought it was outrageous (though I will admit this was just a gut reaction and not an object of study).  I surmise that as an economic system healthcare in the U.S. is broken, in the sense of way too much rent seeking.  Might healthcare pricing get renewed attention as a consequence of this proposal.  If so, it will have been worth it.

It is also understood that elsewhere in the private sector the share of labor in company costs has declined while CEO pay is enormous and the share of "profit" that goes to those who own stock has also increased.  Boosting labor's share back to 70%, its historic level, or perhaps even higher, would be a wonderful possibility.  The ethos would have to change dramatically for this to happen, but one can hope that is possible. 

Then, let's consider taxpayers' attitudes to paying income tax, in particular, and on whether wealthy taxpayers embrace progressive taxation or not. Negative attitudes about taxation among those who are well off financially seem to me tied to bald selfishness.  I don't expect that John Birch Society types will change this way.  But many who otherwise claim to be Liberal and who are well off, in the top 10% of the income distribution, are nonetheless rather conservative when it comes to taxes. (My conjecture is that they've been co-opted by the Republican approach to taxation.)  Might they come to see it is their social responsibility to pay more in taxes.  On this one, in particular, I would expect Democratic politicians to assume the role of educators. As I noted earlier, for this election Biden's proposal leaves the taxes of those households making less than $400,000 unchanged.  Only the 1% would then see their taxes increase.  This probably made sense for the current election.  The difference between Center and Left may hinge on this issue and I don't want to challenge the thinking for the here and now.  However, if the ethos does change, I would imagine that proposals regarding income taxation in subsequent Presidential elections will also change and many in the professional class will favor having their own taxes raised.

If We Do Return To A Middle Class Society

People will want to know whether there are jobs that sustain this lifestyle.  I will note that I've been retired for more than 10 years, spend much idle time (some but not all of that time is needed as preparation for writing a piece like this) and get my income as a pension from the State of Illinois.  Bertrand Russell, in his essay from 1932 titled, In Praise of Idleness, argues that this arrangement could be applied broadly, not just to retirees, but to all adults in society. It is not necessary that people "work for a living."  We produce enough so people could work much less, as long as the product of that work is shared broadly. 

Yet, I don't think we're ready for this just yet, even as automation and artificial intelligence make Russell's argument all the stronger today.  Instead, I want to note a paradox of work today, based on those I know at the university.  The workload is enormous.  People are fatigued because of it.  The pandemic and working from home has exacerbated this.  There is one meeting right after another with no downtime in which to gather one's wits.  How can it be that good jobs are scarce yet those who have them are overwhelmed by the workload?

The economics answer is that some embodied attribute, you might call it firm-specific human capital or firm-specific social capital, creates a very strong bias toward those who already have the good jobs and away from those who have good resumes but lack this firm-specific asset.  In other words, there is a kind of market failure where we don't grow those specific assets enough in the people we employ who are further down the food chain.  On the one hand, this is why those who are higher up are well paid.  On the other hand, if there was a less steep earnings profile, it might encourage us to address this scarcity problem, and thereby employ more people without overwhelming them with work.  

I think the answer for people without a college degree is different.  The decline of manufacturing did horrible things to working class people, as described in this piece by Angus Deaton.  Instead of manufacturing jobs returning - highly unlikely in my view - we need to create other blue collar jobs that pay decent wages.  Construction would seem the best alternative and the Green New Deal as a latter day WPA probably is where we are headed on this, though I'd like to note that old fashioned infrastructure is also in dramatic need of reinvestment.   Perhaps if the country had the will to do these activities for a period of 10 - 20 years, it would address the employment issue for working class people sufficiently during that time period, after which the Bertrand Russell ideas could take hold. 

* * * * *

Writing a piece like this, I sometimes think of what I'm doing as trying to craft a proof to a theorem in math and then explain the argument to a non-math person. This well-known cartoon from the New Yorker occurred to me several times in writing this piece.  Is it simply an elaborate pipe dream?  Or might it actually be possible? I have no way to answer these questions other than by getting those who've read it to express their views on the matter.  

So, as with many of my posts, I don't view them as a blueprint or a call to action.  Instead, I hope they provoke some thinking in the reader.  It seems we're so locked into the events of the present that we do far less thinking about the future than we actually should.  And, as I've written elsewhere, our politics doesn't help with this.  Candidates introduce proposals but don't give sufficient background to consider them properly.  Understanding the background is important, especially if we can agree on that, even if we disagree on which proposal is best.  I want to conclude here by observing that I'm not arguing for the specifics I described.  Instead, I wanted to ask whether income redistribution at the sectoral level can happen without government interference.  And if it can happen, should it happen?  Those are issues to ponder.

Thursday, October 08, 2020

Is Anger A Form Of Cancer?

Last night I started to watch the ballgame when it started, a little after 6 PM.  I was already cooking because of what happened the game before.  Boonie was trying to pull a fast one, starting a rookie right-hander to fix the Rays lineup.  Then he brought in Happ to start the second inning.  Happ is a lanky left-hander.  I only learned after the game that Happ didn't know in advance that he was going to be used in this role. I'm sure he was warmed up when he entered the game, but he likely wasn't mentally prepared.  He didn't pitch well and the Yankees lost the game as a consequence.  

There is an entire literature in economics about punting versus going for it on 4th down in football.  The analytics show that coaches don't go for it enough.  But, there is also the issue of what one communicates when taking a risk like this.   Some years ago I had done a theoretical analysis of risk preference comparing favorites and underdogs. (Part of this was to demonstrate using a Tablet PC for doing the type of math that certain professors favor.) The analysis showed that favorites are risk averse while underdogs are risk seeking. (Or, at least, they should behave that way.) By taking a risk like this early in the ballgame, Boonie was implicitly telling his guys that they were the underdogs.  Yet, the announcers kept saying that now that the Yankees had all their guys healthy, they were a formidable team.  Which was it?

Surprise in sports, cooked up by the manager or the head coach, might be applauded.  Thoughts turn to Sean Payton's decision in the Super Bowl to have an on-side kick to start the second half.  In that case the Saints recovered the ball and ultimately won the game. But the players need to execute.  I was angry at Boonie for doing this is in such a half-assed way.  I started watching the game last night already angry.  Then, after Tanaka was pulled, after the Yankees had fallen behind, they put in Chad Green for middle relief.  That's normal, part of the Yankees pattern.  Green had a batter 0-2, but instead of making a waste pitch, which is also normal, he throws a pitch that catches too much of the plate. The batter hits a home run.  I know that sometimes pitchers don't hit their spot. Tanaka was missing a lot earlier.  But this mistake was too much for me.  I got very pissed off and turned off the TV after that.  

My wife and son were watching the debate downstairs.  I didn't join them.  I didn't need anything else to raise my blood pressure even more. So I went to sleep early. Now I'm wondering if I'll watch the game tonight and if I can do so and enjoy it, regardless of the outcome.

Baseball is our national pastime.  Being a fan is supposed to be a fun thing.  Yet like all team sports, it is inherently a zero-sum game.  One team wins, the other loses.  Can there be joy in watching your team lose? I think there can be, if they compete and give a good performance.  But that wasn't my mindset yesterday.  I've been so angry as of late, about the mishandling of the pandemic and our national politics, I felt I needed not just a diversion from that.  I needed a real pick-me-up.   I didn't get that.  Instead, my recreation became another source for my anger to manifest.

* * * * * 

In my previous post entitled, Honor Among Thieves And Among Supreme Court Justices, I wrote the following paragraph.

I'm not a lawyer, so please don't take my word for it, but it seems to me that by Trump not releasing his tax returns during the 2016 campaign constitutes fraud and, if so, the election should be nullified for that reason.  I have previously argued that the election was stolen.  Mitch McConnell not having the Senate take up President Obama's nomination of Merrick Garland for the Supreme Court was the main transgression, but Russian interference in the election surely counts as well, and the latter was, of course, tied to Trump trying to manipulate the outcome.  In retrospect, it is obscene to recall the chants of "crooked Hillary."  To borrow part of a line from Abraham Lincoln, you can fool some of the people some of the time.  Who will now be shouting "crooked Donald?" 

I've been cooking on the idea that the election has been stolen for the last four years.  That Trump committed fraud during the election also seems quite evident, the not releasing his tax returns but one example.  My previous post examined the question - suppose serious people agreed with this whether conservative or liberal.  What should then happen?  That the Republicans act as if there was no malfeasance here I find truly infuriating.  If that were understood and if those Justices appointed by Trump shared with Biden the desire to bring the country together, they would step down.  Evidently, however, that is wishful thinking. 

So, in my anger, I imagine myself as Biden, after he has become President.  He informs the Justices (Gorsuch and Cavanaugh and also Barrett if she gets through the process before the inauguration) that they will be detained indefinitely unless they resign.  This would be done to right a previous wrong.  It wouldn't be done to tilt the court to the left.  I can imagine, as President, that ignoring this would constitute a threat to our national security.  We are being destroyed from within.  This is what would justify detaining these Justices.

Of course, I don't expect this to happen.  It's a fantasy, nothing more.  But that it won't happen means I'll remain angry, even if the Democrats sweep into office.  The Democrats will have seemed to capitulate in that case.  There is so much discussion about the left versus the center among the Democrats.  I wonder if there should be less of that and more of the very angry supporters who want to get even with the Republicans versus the happy supporters, if and when the Democrats do sweep into office, who want to wipe the slate clean and begin anew.

* * * * *

I have been wondering about an imagined conversation with regular Fox News viewers who are strong Trump supporters, that they are being played by the Republican Party and the rich donors who are the beneficiaries of how Republicans go about things (think tax cuts).  Recently, Michelle Goldberg had an interesting column about denial and confirmation bias.  She pointed out just how easy it seems to be to avoid evidence that contradicts one's worldview.   So I started to wonder what might counter that avoidance and shake things up for typical Trump supporters. 

Alas, I came to a snag in my own thinking.  I thought a collective viewing of The Ox-Bow Incident might be helpful here. A quick synopsis of the story is that an angry mob, quite sure of themselves, end up hanging innocent men.  Later the facts come out.  One of the leaders of the mob can't deal with that and commits suicide.  If there were a way to make Trump supporters aware that they have been played by Fox News, would they then be in the same position as this angry mob leader?  One might hope that they'd manage it better, but should one expect that?

It then occurred to me that many veterans of the Iraq War came home with PTSD and committed suicide.  Let's also recall that the military is all-volunteer these days.  We got rid of the draft after the Vietnam War.  If you volunteer but then discover you've been sold a bill of goods, there must be a lot of anger.  I can't know why any one individual commits suicide, but I suspect it is ongoing anger that has no form of resolution, something that might make things better.  If that's right, who are we to say that Fox News viewers need to stop deluding themselves?   

I wish I had an answer to that, but I don't.

* * * * * 

In early 2018 I was diagnosed with prostate cancer and subsequently received radiation treatment for it. The cancer is in remission now and is monitored every there months with a PSA test.  So far, so good.  

I learned a few things during that episode.  One is that prostate cancer is itself very slow growing and is eminently treatable.  Nonetheless, it does play with your mind.  The fear I had (and still have) is that the cancer would spread elsewhere, to a location where it is not so treatable.  

When I talk about anger as a form of cancer, I'm talking about the fear that the anger will spread and eventually totally engulf the person.  For me, I know that prolonged anger is the path to depression.  I experienced that in adolescence.  My current fear is is that I'm back on that path and may lose it entirely.  My rationality remains.  (I hope this piece seems well reasoned.)  But my rational self and my angry self share certain common features.  I concoct scenarios to work through what will happen.  This is how I come up with ideas to write about.  Unfortunately, it is also how I come up with visages where I can express my anger, for example, playing mailbox baseball with the heads of highly elected Republicans.  Up to this point for me, the anger exists only in this fantasy-like form of expression.  Yet more and more of my time is devoted to this. 

If I were an isolated case, this piece would be of hardly any interest, perhaps a curiosity, nothing more. We tend to think of anger of this sort only to be present in the fringes of society.  (For part of the time where I've been writing this, my wife has had MSNBC on and I heard in the background about the militia in Michigan who attempted to kidnap the governor.)  It may be now, however, that intense anger has become the norm for people in all walks of society.  

If so, it surely would be evidence that our society is broken.  It's not just Trump.  He leveraged what was already there. The way we get our news and opinions about politics is maddening, by design.  And that people will push the system further and further for their own advantage is to be expected.  This is a vicious downward-descending spiral.

I wish I could say I have an answer, at least at an individual level.  I do find writing posts like this somewhat soothing.  It's as if much of the bad karma has been expunged, at least temporarily.  Yet I fear that too many people don't have any constructive form of release.  Then the anger just piles up.  

Elsewhere I have written that we tend to solve problems before we understand them and diagnose them.  This diagnosis makes sense to me.  I wonder how many others would agree.  It is not really socially acceptable to admit your anger, at least among certain circles of people.  Among my friends in Facebook, for example, it is okay to be very angry with Trump.  But if the Democrats do sweep into office and yet my friends remain angry, what then?  We're going to need a way to talk about it.  And maybe we need to wallow in it for a while.  Only then, might there be a realistic solution to find.

Wednesday, September 30, 2020

Honor Among Thieves And Among Supreme Court Justices

For those Republicans who are college educated, which includes most of the plutocrats, officials in high political office, and suburban women, it must be evident now that Trump is simply a grifter, one in deep doodoo, because of the huge amount of debt he is carrying.  Even people at Fox News other than Chris Wallace must be aware of this. And, one wonders, whether regular viewers of Fox News who don't have a college degree are also aware of this.  

There is a tendency to want to deny unpleasant facts.  I don't know whether that tendency has a negative correlation with educational attainment or no correlation at all.  But if there are enough such people who are not in denial, they have to be asking themselves, how did we ever let this get so far?  Suppose what is known now about Trump's finances actually had become known in late 2015, before the Primary season kicked off.  Would Trump have been the candidate chosen?  Would any other Republican possibly have won the election?  It seems that because of the prior affinity via The Apprentice, Trump supporters had intense loyalty to him, where they had no such loyalty to any other candidate.  On the other hand, the Plutocrats probably wouldn't have gotten in line with Trump in this circumstance, nor would the likes of Mitch McConnell and Paul Ryan.   The chance of a major embarrassment that would permanently damage the Republicans would have been too great.

I'm not a lawyer, so please don't take my word for it, but it seems to me that by Trump not releasing his tax returns during the 2016 campaign constitutes fraud and, if so, the election should be nullified for that reason.  I have previously argued that the election was stolen.  Mitch McConnell not having the Senate take up President Obama's nomination of Merrick Garland for the Supreme Court was the main transgression, but Russian interference in the election surely counts as well, and the latter was, of course, tied to Trump trying to manipulate the outcome.  In retrospect, it is obscene to recall the chants of "crooked Hillary."  To borrow part of a line from Abraham Lincoln, you can fool some of the people some of the time.  Who will now be shouting "crooked Donald?"  

We were taught in grade school - to the victor go the spoils.  Many treat that as literally true.  But when it becomes clear that the victor cheated, or others cheated on behalf of the victor, should we expect the spoils to be what economists call "sunk costs."  This term means the costs are not recoverable, since the investment can't be reversed.  Does that hold for all the judges and the two Supreme Court justices who have been appointed since Trump became President?  Mitch McConnell has developed a reputation of ramming the judicial nominations of President Trump through the Senate.  I believe there is no doubt that the unholy partnership between McConnell and Trump is based on the idea of McConnell's support of Trump as President, in spite of the transgressions, as long as Trump continues to nominate very conservative judges, whom McConnell then could steer through the Senate. This bargain would be considered unsavory, even if Trump's election was on the up and up.  

Now let me turn to the word honor, in the title of my post.  Suppose you are a person who believes in honor as important.  Then suppose further that you are part of the spoils, in the case where the victor won in a dishonorable way.  That is too easy, so let's complicate it more.  Suppose you have subsequently been assigned to a position that you've aspired for intensely and for quite some time. There is an evident conflict between doing the honorable thing and acceding to your own aspirations.  What do you then do? 

There is an idea in economics associated with Paul Samuelson called Revealed Preference.  The standard economic theory predicts choice from preferences and economic constraints.  Revealed Preference reverses that.  After observing choice and understanding the constraints, one can make some strong inferences about preference.  So, what of all those judges and justices who were appointed while Trump has been President, now understanding that his election is tainted? Where does the honorable path take them?

There is a further thought to work through, particularly on judicial cases where the preferred outcome divides strongly along political lines. And let's focus on when the case reaches the Supreme Court.  Now I don't know this, because I'm not a legal scholar, but I'd hope that many of the justices would have a meta preference that carries across the various cases.  That is, to have the American people maintain a respect for the rule of law.  And that requires that there is a process for making decisions in contentious cases that both sides can respect as the right way to arrive at a decision.  If that process is shortchanged, then the winning side in the heat of the moment might not care.  But the losing side will begin to question not just that decision, but many other decisions by the Supreme Court as well, and respect for the rule of law will suffer as a consequence. 

There has recently been an idea floating that Trump nominated a candidate for the Supreme Court to succeed Ruth Bader Ginsburg because he expected to contest the result of the election and, as with Bush vs. Gore, the determination would end up going to the Supreme Court. While Chief Justice Roberts is conservative, he is not reliable (from the Trump perspective) regarding how he would decide this case.  So Trump wanted 5 reliable justices: Clarence Thomas, Samuel Alito, Neil Gorusch, Brett Cavanaugh, and Amy Coney Barrett (if she is confirmed) to constitute a clear majority who would decide in favor of Trump. That political calculus is straightforward enough.  But what of the ethics therein?

As a non-lawyer, I'm not sure of the full set of circumstances under which a Justice should recuse himself or herself from a case, but it seems to me that those Supreme Court Justices appointed under Trump would be obligated to do that if the Presidential election eventually went to the Supreme Court.  If that were true, however, there wouldn't be as strong a reason to immediately nominate a successor to Ruth Bader Ginsburg.  There is another quite different reason for doing so.  If control of the Senate will change with this election, from majority Republican to majority Democrat, then getting that Republican favored nominee in now make sense according to a political calculation.  

Now let me introduce one more idea from economics/game theory.  This is called a credible commitment.  It means taking a costly action now to force a certain decision in the future.  In contrast, talk is cheap and therefore it is not credible.  A promise to recuse oneself in the event of x may not be credible.  For when x has happened the justice may have a change of heart and opt not to recuse himself or herself.   In contrast, resigning now would be credible.  Having resigned, there would be no way for the justice to render an opinion on the case in the future when it comes up

Would resigning now be the honorable thing to do, both for justices of the Supreme Court appointed under Trump and for judges in lower Federal courts appointed in the same interval?  I mean this to be a question to ponder, not one with a ready answer.  Also, from the point of view of predicting such outcomes, I would predict that no such resignations will happen.  

However, I know many people who feel now that America is going to hell in a hand basket. Trump has dramatically accelerated this decline.  Creating real surprise by going against the forecast in a way that is personally costly but also evidently aimed at respecting the rule of law, might be a way for America to get past this dreadful moment.  For that to happen, Trump needs to lose this election and the Supreme Court needs to certify that.  Sacrificing the national well being so as to get rid of the Roe v. Wade decision, also can't happen.  It's clear that has been motivating the recent rapid pace of Federal judicial appointments.  But it is equally clear that the myopic focus on this objective is bringing the country down.

I used to have conservative colleagues in the economics department who would help me to understand their point of view.  I don't have that now and have no sense how other conservatives think about this.  I just have this general sense.  If one side thinks it is winning, it's actually that all of us are losing, but those who feel they are winning are focusing on myopic ends, rather than the overall picture.  I should also add that the liberal versus conservative among the economists I'm referring to was about laissez-faire versus regulation, not about Roe v. Wade.  I could argue with conservatives then.  I can't argue with conservatives now.

Tuesday, September 29, 2020

Google As A Memory Crutch - Does this give some insight into how we should teach and assess learning?

When I was a teenager my memory was incredibly good.  Once exposed to some information I could recall it, in its totality, with ease.  As I age and see this ability erode, I am saddened.  For whatever reason, the decline is usually associated with not being able to come up with the name of a person.  There are shreds of memory that are still available, but I'm vexed by what the person's name is. I wish I then had an algorithm to follow in my head that would eventually produce retrieval of the name with a high success rate.  But I haven't found such an algorithm. Each time I experience this, I go through a novel search in my head for the name.  It is frustrating to do.  Yet, so far, I'm not willing to concede that I won't come up with the name at all.  More about this below.  

Some years ago, when my memory wasn't deteriorating quite so obviously, I had a similar issue regarding facial recognition, particularly with actors seen in a TV show.  The face looks familiar.  Have I seen the face in something else, so the recognition is real, not a false positive?  I learned about IMDB (Internet Movie Data Base).  IMDB also includes TV programming, which is good because there is a lot of cross pollination between the movies and TV.  I'd see somebody in a TV show years after I had seen the person in a movie (which I watched on TV).  Was it really the same person or not?  IMDB gives a "filmography" of each actor and you can scroll through the list of that to see whether there is movie that you've seen before.  If you find that movie, it is a relief.  Your instinct was on the mark.  If you don't, it's likely a false positive and you confounded the person with someone else.  

Recently I've been doing something similar with Google searches, where in this case it is somebody in the public eye who is not an actor, or it is a well-known historical figure, or possibly an event or social movement.  It seems odd to search for something that you feel you already know.  So, in some sense this isn't learning, it's remembering.  I do it because it is much quicker than my mental retrieval processes, where the gears can be turning for quite a while before a result is produced.  

* * * * *

Now I want to try this in reverse.  Consider the number below.  What event do you associate with it?  Please do not do a search to try to answer this question.  Simply use recall, if you can. 

1215.

My guess is that most people my age (I'm 65 and will be 66 next January) can make this identification without doing a search.  I'd likewise guess that most current college students can't do this, but that's only a guess. 

Now, here's the deal about teaching which this little example illustrates.  Students are prone to memorize.  I've railed about college students memorization for a long time. I've felt that instead students need to produce a narrative about what they learn and incorporate the ideas that way.  The narrative will help commit the ideas to memory and will simultaneously produce a degree of understanding that pure memorization will be unable to achieve.  Further, students typically lose these memories they made by rote if they don't use the ideas subsequently.  The narrative helps the student commit the ideas to long term memory.  Yet, my railing notwithstanding, students in large numbers appear wedded to memorization.  So, maybe we should try to make the students better at memorization.  

With this, I know it is very old fashioned to ask what happened on such and such a date, but maybe there was some virtue to it.  In the case of the example above, students my age when learning World (mostly European) history, learned about the Magna Carta, which was issued in 1215.  (I confess here that before I Googled it, I thought it was 1216, close but no cigar.)  

I don't recall how we were taught about the Magna Carta, but I'm guessing it was taught as a simple hierarchy.  At the pinnacle was the Magna Carta itself. Subordinate to that was the date, 1215, the King of England at the time, King John, and what the document did, guaranteed certain human rights and made the King subject to the law. What I'm suggesting as a change in the way we teach is to abandon the hierarchy in the representation and instead treat it as a vector. (Any component of that vector could be the search term in Google.)   

Then we might teach certain vectors that you'd think wouldn't be in normal courses.  For example, some years ago I read a book Einstein and Picasso.  The linkage is that both worked on understanding simultaneity and did so at approximately in the same historical moment, which suggests there were happenings in that moment that would make simultaneity a worthy object of investigation to the creative mind. Obviously, however, they did this from quite different perspectives.  If you believe physics is physics and art is art, you'll never see this connection.  In contrast, if you consider the larger idea, simultaneity, then the connection will be evident.  This does suggest something for hierarchical rendering, but I'd stick with teaching the vector form, even here.  If that's the method that students learn, then persist with the method.  

Let me close with a bit about assessment of that learning.  The key is to test on each component of the vector, not just one component.  In so doing, students will begin to learn things from multiple perspectives (that of each individual component).   And perhaps in the assessment students should be allowed to use a search engine to answer the questions.  The interesting cases then will be where the "right answer" is not at the top of what the search engine returns.  Can the students find that answer nonetheless?  This seems to me worth trying.

Wednesday, September 09, 2020

The Quality of Interactions When Race Isn't A Factor

As anti-racism enters the lingua franca, and we now have events such as this Scholar Strike for Racial Justice, it occurred to me that we should take inventory about our interactions when race isn't a factor,  but then possibly also consider interactions where race is a factor but the interactions go reasonably well.  I will focus on the former in this post, but briefly consider the latter near the end of the post.

There is a sucker born every minute.
P.T. Barnum?

The question mark following the attribution comes from the story here about the Cardiff Giant. I chose it to lead off because it seems so apropos of now. In a simplified view of reality based on this quote, society is divided between the takers and the suckers.  Interactions between the two are based on flim-flam and have a predatory aspect.  When I teach this in class I refer to the taker as a snake oil salesman.  For now, I just want to treat it as a category.  When we have a sufficient number of categories, then we can ask how our interactions distribute over them.  The inventory I have in mind would do this over a wide variety of people but still be restricted to where race differences are not present.

A true friend is someone who thinks that you are a good egg even though he knows that you are slightly cracked.
Bernard Meltzer found here

An opposite extreme to the taker-sucker interactions is found in interactions between true friends.  These are what you live for.  They are enjoyable and give meaning to your life.   If as a student you have good friends at school, it is so much easier for you.  Ditto for when you have good friends at work.

Before I wave my hands about all the interactions that fall in between these two extremes, I want to do a tiny bit of theory.  We should separate out one-off transactions from repeat interactions.  At the time of the initial transaction the participants might not know whether there will be repetitions in the future or not.   Consequently, the quality of that first transaction matters a great deal for determining this outcome. I've written many times about valuing a collegial work environment.  In such an environment colleagues are treated as friends and interactions include both real work and playful non-work stuff. Further, collegiality requires that when there is a potential new colleague to treat the person as a true colleague right off the bat.

Most of the time that's how it plays out, in my experience.  However, there are some people I'd classify as jerks, rather than colleagues.  It may take a while for that to reveal, but once it does the interactions are to be avoided, if possible, or to be tolerated but not embraced, if avoidance is not possible.  Now, combining the two extremes, it is possible that a taker masquerades as a colleague until the moment is ripe.  It is also possible that someone who has been a good colleague turns into a taker, if circumstances force that.

For economic transactions, I think these categories and possible hybrids are sufficient. So, for example, whenever I poll my students about their prior experience with group work, invariably they will report some dissatisfaction with such work because one or more of the group members were free riders on the efforts of the other members of the group. The stories of this sort are commonplace for me. But I don't have a good sense about the relative numbers of those who do their share of the group work versus those who free ride.  I also am ignorant about whether the free riding is just an indicator of immaturity and that as the student matures the student accepts the need to do their share of the work, or if the free rider is a personality type that persists.   But it is more complex than this.  I've learned over the past few years that students with emotional problems will sometimes look like free riders in group work, yet they are totally unlike those who are simply being lazy. As students are often not forthcoming with their peers about their emotional issues, it may be hard to tell one situation from another.

Let us consider a different sort of interaction, within groups where the focus is to come to some group decision, but that decision is not necessarily about economics.   Group dynamics may feature factions with the group.  Those factions might engage in rather intense politics about group decisions.  The Economics department at Illinois was intensely political that way when I first joined it back in fall 1980.  Though I did get caught up in  the politics for quite a while, I found much of it ugly, mean, and dispiriting.

It is also possible for friction within smaller groups to occur because of what Argyris and Schon call Model 1.  A member of the group has a strongly felt need to win at all costs, thereby proving to himself that he was right all along, yet possibly creating harsh conflict with other members of the group as a consequence.  The other members get discouraged and either want to leave the group themselves or purge the group of the so-called leader.  I've had experiences of this sort both with campus committees and with volunteer groups outside the university that I've been part of.  But I've also experienced quite wonderful groups that have a strong sense of collegiality among all members.  As before, we'd like to know the relative frequency of the different type of interactions.   In my own experience, after I moved from economics to ed tech, the politics lessened in intensity a good deal, though was never entirely absent.

One last type of interaction to consider is negligence fueled by being oblivious to the situation.  As I'm writing this post, a friend in Facebook posted about teens blaring music from their car while she was trying to get some sleep, then not being able to do that so going outside, knocking on their car window, and complaining to them.  Mixing metaphors in a way I probably shouldn't, at issue is whether obliviousness of this sort remains in some people well after they've reached adulthood and/or for the particular type of interaction caveat emptor (let the buyer beware) should be the message that the recipient heeds.  Driving on the highway features this type of interaction with some frequency.  More recently, one might consider wearing a mask or not in public during the pandemic as an example in this category.

I'm not making a category for ordinary interactions that happen with no incident.  For me, going to the supermarket typifies this sort of transaction.  The person running the cash register and the other person bagging the groceries do their job.  After I make payment they invariably say, "Have a nice day."  There is something comforting in the sameness of these sort of transactions, but they will get no further attention here.

The task then, is for each of us to go through the categories and do a rough tabulation of the frequency of the good transactions and the bad.  This should be done twice, first as recipient, then as perpetrator.  As Argyris and Schon point out, we have espoused theories (in which we are never the perpetrator) and theories in action (where we sometimes are the perpetrator).  Or, if you prefer, there is the delightful song Kids from the musical Bye Bye Birdie.  (Why can't they be like we were, perfect in every way?)  This suggests there will be substantial under reporting of ourselves as perpetrator. But that's a start.  And it means that a more thorough form of data gathering would require going beyond self-reporting and require people to report about others in their group interactions as well as in their bilateral interactions.

Now I want to briefly try to line these categories up with racism.  This is purely guesswork, but I hope it is not entirely unreasonable. Takers are racists.  Suckers can be made into racists by propaganda.  I dare say much of our politics are about this.  People who are fundamentally collegial are prone to be anti-racist, as are Model 2 leaders.  Model 1 leaders, in contrast, are more apt to be racist.  Racism by negligence, as distinct from racism by intent, is possible for people in all the categories.  But if anti-racism training is targeted at the negligence form of racism, it will fail with those who are not collegial and who hold Model 1 as their theory in action

I want to close with a little bit of experience of mixed-race interaction which I observed by listening.  My wife, who worked in campus HR until she retired last week, had many many meetings conducted online after the stay-at-home-orders were put in place.  Her habit was to use the speaker from her computer rather than use headphones.  I could hear much of the conversation this way.  Often the subject matter was quite serious and difficult to navigate. Yet collegiality was preserved throughout these meetings, even though the days got long, with some calls ending well after 6 PM.  And a point I'd like to raise here is that there was a lot of laughter and humor.  Much of that was situational, though a bit was also deliberate.  Dealing with one stressful situation after another, humor seems to be the glue that keeps things together.  And the people evidently had high regard for each other.  Even when they disagreed, the fact that they knew each other so well and trusted each other was how they navigated these matters.  Further, there were also some errors made by one person making a false assumption, because the volume of information was huge and it was hard to process it all.  In this sense collegiality also provided error checking that individuals simply couldn't do.  Misunderstandings were cleared up before they had a chance to multiply and create real difficulties.  Though I'm very glad my wife is retired now, it was inspiring to hear these interactions on a regular basis.  It's how all of us should interact.

My own direct interaction in a mixed-race setting these days is mainly with my primary care doctor.  I don't see him that frequently, for which I'm grateful. When I do see him, race is completely a non-issue.  That's the way I'd prefer it to be.  I wonder if we'll ever get there for the society as a whole.

Thursday, September 03, 2020

Other Biases We Have - Is Now The Time To Talk About Them?

I'm reacting to two things I've seen recently.  One is this opinion piece from yesterday by Michael J. Sandel, Disdain for the Less Educated Is the Last Acceptable Prejudice. The other, is a cartoon a friend in Facebook shared a couple of days ago. The upshot is that for White liberals, who mean well but are guilt laden by their prior lack of sensitivity, they must actively eliminate prior prejudice in themselves that they can now identify.  An alternative view is that for the time being the focus should remain squarely on BlackLivesMatter and excessive use of force against young Black men.  Other biases should remain in the background for now. In this piece I'm going to argue for the alternative view, but first do so indirectly.

I will begin with some examples of bias/prejudice that the reader can use to reflect on the broader question.  This list is by no means exhaustive, but I hope it is illustrative.   

Is it true blondes have more fun?  This TV commercial aired frequently when I was a kid.  I'm guessing that most people my age will remember this line, even now.  If you watched a fair amount of TV, then it was drummed into you.  I thought the comments that follow the video were pretty amusing, so worth reading.  That an individual has a preference for one type of hair color over another is no big deal.  That there is a systematic such preference is quite another thing.  What would be the source of that?

The Marlboro Man, the image of masculinity. We who did watch a lot of TV learned that the cowboy was the good guy and a tough character.  I'm pretty sure that having a cowboy smoking a cigarette was not part of the picture for the kid shows we watched.  (I Googled - Roy Rogers smoking a cigarette - but didn't find any images which showed that).  Further, the linkage of the cigarette dangling out of the mouth of the actor to the actor being cool certainly goes beyond the cowboy image. (I also Googled - James Dean smoking a cigarette - there were many images readily available.)  But all of this eventually consolidated in the image of the Marlboro Man.

In case it's not obvious, these first two examples had the image manufactured by Madison Avenue types for selling some product.  Creating a stereotype is effective as a marketing device.  Many of the biases we do have is because somebody else created them and thus was advantaged by us holding these biases.

Tall people are paid more. Sometimes I mention this in the economics class I teach, with the caveat that we're not talking about NBA players here (where height might correlate well with productivity).  The point of the research in this area is that height and productivity at work should have zero correlation, so height shouldn't matter for what people are paid, but it does.  The book Moneyball illustrated a similar type of bias in how professional scouts evaluated talent (so the wrong players were considered shoo-ins, getting drafted highly, but then under performing).

Ageism.  There are many dimensions to this and in the economy that will exist after the pandemic is over, many of those other dimensions should be considered.  Here I just want to consider one of these.  Imagine you are trying to fill a position and most of the people who are applying for the job are in their 20s or 30s, but there is one candidate who is in their mid 50s.  Will age matter for who gets the job offer, regardless of the other credentials people bring to the work?   As I retired early and looked for some alternative things to do the first couple of years after retirement, I experienced this sort of thing.  I don't think it matters, at least in higher education, for people already working, though even there it might impact promotion decisions.  (Conceivably, in the promotion case, there is a seniority bias that works in reverse.)

Students who skip class frequently.  This one I'm including here because it brings front and center my own biases.  Through most of my teaching (all except fall 2017) I have not required students to attend, but my syllabus said that they were encouraged to attend.  I then used attendance as a proxy for those who were serious about the course versus those who were goofing off.  For many years I thought this was sensible.  But then I learned that student physical or mental health can be a reason for missing class, so it was wrong of me to attribute that to lack of effort.  I want to help students who are struggling in my class, but who are putting in some effort.  Once in a while, I was getting it wrong.

I now want to generalize from the examples but do this very briefly, relying on the approach taken in Daniel Kahneman's book, Thinking, Fast and Slow.  Our intuitive selves think fast, so reach conclusions quickly. Stereotyping is a product of our intuitive selves. In contrast, our thoughtful selves think slow, more carefully examine the evidence, and can identify situations where the stereotype produces the wrong answer.  You might then regard advice to look at our own biases as tantamount to urging us to be more thoughtful.  As a retired university professor, I must say I find that attractive.  But Kahneman's theory includes an additional wrinkle.  Our thoughtful selves get tired and can become overworked, at which point our intuitive selves take over.  If that's true, then one might wonder what the best use of our thoughtful selves is.  For those of us who are time abundant because we are retired, one answer might prevail.  For those who are working full time and are already extremely busy, adding to the cognitive load is a blunder.  Most people nowadays, especially those who are working from home, need to find ways to offload work.  Examining all your biases every day is piling on work and will almost certainly get a quick once over each day, nothing more. This will be a waste of time that simply creates more stress.

* * * * *

I now want to switch gears and make a different argument, along political lines.  The Democratic coalition now will hold through the election, because beating Trump is on everyone's radar.  There is total agreement in that objective.

What will happen after the election?  Will the Democratic coalition continue to hold then?  So many voters going into November have a grievance of one sort or another or a key issue that they want to see get addressed.  I wrote about this in my previous post.  The coalition will hold if these voters are patient and understand their pet issue will get addressed eventually, but perhaps not immediately.  The coalition will fall apart otherwise, with this caveat.  Perhaps there can be one designated subgroup that is allowed to be impatient and to expect its issue to be addressed immediately. In my opinion, that one subgroup is African-Americans who fully expect racial justice to be at the top of the agenda in a Biden administration. And, I fear, that implementing a real plan to manage the pandemic will still come first, and for a while might crowd out doing anything on the racial justice front. I hope the Democratic coalition can hold that long and not fracture then and there.

In this sense our politics is like ourselves in our thinking.  The sensible approach can proceed if it is focused, but it will become overwhelmed if it has to do everything at once.  White liberals should recognize this and not try to elevate their other pet issues now (e.g., the $15 minimum wage), but to make sure that those issues remain on the radar of the Democratic party.  Those issues will be addressed when there is sufficient bandwidth to deal with them.

Monday, August 24, 2020

Kamala Harris and John Hoynes

Imagine that today is February 1, 2021.  After a long and painful slog, the Democrats now control the White House, the Senate, and the House of Representatives, though in the Senate the majority is not great enough to defeat a Republican filibuster.  And a good number of the Democrats in the House are Centrists, whose districts went for Trump in 2016, but flipped this time around.  Legislation has already been passed and coupled with a set of Executive Orders to lay out a new plan for dealing with the pandemic.  But the expectation is for it to take 18 months or so, to get things back to normal.  There have been almost 10 million people infected by the coronavirus, and over 200,000 deaths.  Further, there has been a rising number of reinfections; people who test positive, showed some symptoms and then seemingly recovered, only to show symptoms again.  That these people make up some fraction of the infected population means the testing must be ongoing, even after an otherwise normal health environment has been attained. 

One other big piece of legislation that was passed and received the President's signature was a stimulus package in the form of a check for each citizen over 18 in the amount of $2,000 per month, to be paid out in the remaining months of 2021.  The funds would be made available to all those who earned less than $40,000 in 2020, regardless of their income in 2021.  The actual unemployment rate at the time of the Inauguration was 17%.  The hope was that this stimulus would allow those without jobs to survive economically until they could find meaningful work and that the spending of these people would boost the economy and encourage job creation. Still one other big piece of legislation was an emergency package to bail out the states, who had already begun on large budget cuts at the tail end of 2020, because they had no money to pay for their current spending. The bail out was designed to get the states back to normal operation, if at all possible.

The President then announced that all additional fiscal policy initiatives, such as the Green New Deal, would need to be offered in a balanced manner, with tax revenue collected to match the additional spending in the program. The President encouraged Congress to do just that, but many Progressives among the Democrats bridled at this suggestion, as the stimulus and bailout of the states didn't face this constraint.  The President further irked the Progressives by announcing that he would not sign a bill to raise the minimum wage to $15 until the unemployment rate got below 8%.  The President indicated that with the fragility of the economy at present, a significant increase in the minimum wage would hinder job creation.  Let the jobs come first and then increase in wages come after the economy returns to near full health.

* * * * *

It is now mid May 2022.  After an initial gangbusters start by the new administration, further progress slowed substantially.  The economy improved a great deal in the first half of 2021, then growth continued but at a much slower rate.  Fissures in the Democratic coalition started to emerge because the various segments of the coalition felt that their agendas were being put on hold.  Talk began that the Republicans would take back control of the House in the midterm elections.

About a month earlier, President Biden had become quite ill.  It wasn't Covid but rather some new variant of flu.  Even after he recovered he looked tired and old, much older than he appeared at the inauguration.  The President made a brief broadcast from the Oval Office announcing that he would step down as President in a couple of weeks, as he was no longer physically up to doing the job.  Vice President Kamala Harris would assume the Presidency.  She has been well briefed on all relevant matters on the President's agenda.  There is jockeying in the media about the choice of a new Vice President, who would have to be approved by the Senate.  Some of that speculation was about whether that choice might help to hold the Democratic coalition together.  The Republicans have been in a passive mode since the Inauguration.  They would like to see further fracture in the Democratic coalition, as that would help them return to power.

* * * * *

The above is not meant as a prediction, but I think is sufficient for what I want to write below.

In game theory, multi-stage games are analyzed by finding (Nash) equilibrium in each possible subgame and then rolling that back to the first stage of the game, so an equilibrium can be found there.  The result is called a subgame perfect equilibrium and serves to predict what will happen overall.  It assumes all players are rational and they each make rational forecasts of how the game will unfold.

Here, let's take the first stage as the time up to the election in November and then the period thereafter where the election results are contested, until those results are ultimately resolved.  In that first stage, there are very strong incentives to hold the Democratic coalition together, to get Trump out of office, and then to institute a rational plan to manage the pandemic and to jump start the economy.  On this much there is broad agreement.  On much else, however, there is no consensus within the coalition.

It is well understood the Mario Cuomo's famous lines offer the rule, not the exception.

You campaign in poetry.  You govern in prose.

This is the way that politicians play the game.  But what about voters?  What do voters expect will happen after the election, in the event that the Democrats do win?  Are voters rational a la game theory?  Or will they bounce in their beliefs about the future - optimistic about the new administration at first, then pessimistic when it appears their group within the coalition is getting short changed or, more likely, that the group is being told their agenda will be accomplished sometime in the future, but not immediately.

If voters are prone to have such bounce in their beliefs, because they aren't trained in game theory and tend to vote with their hearts rather than with their heads, one might expect a responsible leader to get voter expectations more in line with what is likely to happen.  The campaign in poetry line is an indication that most leaders don't do this.  And under the present circumstances, I too would campaign in poetry, were I running for office.  But soon after taking office I would then belabor the point about how this is likely to play out thereafter.  Yet the coalition needs to hold to continue the work it has started.  How then can voter disillusionment be prevented so that voter participation in subsequent elections remains high?

Let us recall that the Democrats lost the House in the 2010 midterm elections, where the Tea Party emerged as a strong voice on the Right.  This followed the passage of the Affordable Care Act, but without a Public Option.  Plus, we were still enduring the Great Recession, where it seemed the big banks were getting bailed out, but the little guy was getting screwed.   That disillusioned many voters.  The governing in prose part was sufficiently distasteful that Democratic voter participation rates dropped substantially, especially among younger and highly idealistic voters.  That history should be well within reach of us now.  It needs to be reviewed early and often, so it is not repeated.

* * * * *

Now I'd like to get to my title.  From the time that Kamala Harris was selected to be the candidate for Vice President till the Democratic Convention, there was piece after piece that extolled the virtue of that choice and the virtues of the candidate.  It seemed she could walk on water.  Making for that type of vision is consistent with campaigning in poetry.  I thought we needed a governing in prose view of the job of Vice President which, except for the option value of becoming President someday, is really not an attractive position.

If you are a fan of the TV show The West Wing, you'll immediately recognize the name of John Hoynes.  He is the first Vice President under President Josiah Bartlett.  (Eventually, Hoynes resigns because of an extra-marital affair he was having while in office.)  Hoynes laments being Bartlet's whipping boy, having to make speeches about policies he doesn't support.  And he is unenthusiastic about being excluded from the main decision making apparatus - he does not attend senior staff meetings, where the arguing through what should be done next happens.  And he does a lot of fluff ceremonial stuff that the President is unable to do himself.  Plus, Bartlet could be a real s.o.b. and take Hoynes for granted, which happened on more than one occasion.  The only reason for Hoynes to endure all of this is to position himself for a run at the Presidency after Bartlet steps down from office, or to assume the Presidency in case Bartlet can't fulfill the duties of office.

Bartlet never served as Vice President.  Of course, Biden did, and he may be sensitive to these issues as a consequence.  On the other hand, there will be so much on his plate if he does become President that he may simply not have the time and energy to redesign the role of the Vice President to make it more appealing to Kamala Harris. If so, after the initial honeymoon period, friction between the two may develop, especially if something like the scenario described in the first section comes to pass.  It is not inconceivable that some of the friction will get a public airing which, if it happens, might further undermine the Democratic Coalition.

* * * * *

Now I want to make one more point and then close.  This is about the macroeconomics of Keynesian stimulus versus the macroeconomics of Federal budget balance.  In other words, when should you worry about the national debt and when should you ignore it?  I'm an amateur on these matters and I don't want to claim otherwise.  Yet I'm a PhD economist so even my amateur view might help non-economist readers think this through this question.  The answer matters in considering the scenario I scripted in the first section.

Consider an economy in two possible extreme states - operating at full capacity or operating at well below full capacity.  In the first state, the unemployment rate is low.  In the second, it is very high.  It's also possible to consider intermediary states, but to keep the story simple I will only consider those two extremes.

The rule of thumb is for fiscal policy to entail budget balance when the economy is at full capacity.  Deficit financing then will entail rising interest rates that crowd out otherwise profitable private-sector investment and, if sustained, may increase the rate of inflation substantially.  In contrast, deficit financing when the economy is operating substantially under capacity is necessary.  The private sector itself is not generating enough economic activity.  The economy needs a jump start.  Deficit spending, preferably in the form of direct investment or in grants to those people who will definitely spend the money and not save it (so not for tax cuts for the wealthy) is what is needed.

The issue is this.  While the qualitative argument will produce general agreement, determining whether the actual quantitative response is right sized or is too much or too little is more art than science.  I'm afraid, however, that Center-Left Democrats are apt to go for too little response.  So Bill Clinton, who presided during a period of enormous growth (even if some of it was due to a bubble economy) championed that he was able to produce a budget surplus in his last year in office.  While Barack Obama had his eyes set on a Grand Bargain, which ultimately failed because the Republicans couldn't accept the need for tax increases as part of the deal. And then in Hillary Clinton's book, What Happened, gives her views on the 2016 election.  The economic policies that she advocated for are all of the budget-balance variety, which reflects a view of the time where the economy was operating at full capacity.

There is a general folklore that the New Deal cured the Great Depression.  But some have questioned that on the grounds that even the New Deal was insufficient (in part because the states pulled back on their spending and that countered some of what the New Deal aimed to do).  Indeed, in a post from a few years ago I wrote the following which begins with a quote:

The New Deal didn't cure The Great Depression.  Shicklgruber cured The Great Depression.  

It's from Axel Leijonhufvud's book, On Keynesian Economics and the Economics of Keynes.   (This may not be an exact quote.  I don't have that book in front of me and am writing this from memory.  But it is pretty close even if it is off a bit.)  In other words, the U.S. economy ratcheted up substantially during WW II over its level during the Great Depression.  That ability to ratchet up the economy, even as many Americans were overseas fighting the war, was indicative that the economy was actually well below capacity before that.

I write this because I fear the bias of moving to a full capacity approach as sensible will actually be too timid as a Biden administration takes office.  So it is my hope that he doesn't steer to the Center too soon.  Yet if I were to guess what will happen, that would be my guess, which is why I wrote the scenario in the first section as I did.

A President must make the tough choices, even if they are unpopular.  But that the choice is unpopular doesn't make it right.  It's on this economics that the Democratic coalition might possibly find a way to find some glue to keep things together.  Yet it definitely won't be easy to do that.

Tuesday, August 11, 2020

Let's Put the Kibosh on the Post-Service-Delivery Survey

The mantra "data driven decision making" gets every service provider into a frenzy.  They think they can improve quality of service if only they had more data on which to base their internal decisions.  They might very well hire external consultants who encourage them in this direction.  Yet it is a bad practice and it should be stopped.

I've had this issue on my mind for some time, but it was a recent visit to my healthcare provider which then precipitated a follow up survey that drove me to write this piece.  In that case I got a robocall where the caller ID said it was the healthcare provider calling.  In the past, I had gotten solicitations to do these post-visit surveys, but by email, which I find less intrusive.  (My Inbox is full of solicitations, mainly from sales reps of companies wanting to sell IT services to the university, seemingly unaware that I've been retired for 10 years. Over time, I've learned to ignore such messages.)  Indeed, we get a lot of robocalls by phone and mostly I don't pick up.  I do answer the phone for the healthcare provider.

I also want to note that given my ed tech administrator experience and my background as an economist who is well aware of the social science issues in administering such surveys, I'm not just blowing smoke here.  Indeed, the course evaluation questionnaires (CEQs) that we use in higher education to determine course and instructor quality serve as a model for me in considering the issues in this post.   The CEQs are a holdover from an earlier time, but are held in low regard by students and instructors alike.  The reader should keep that in mind with what follows.

Let's work through the reasons for why the post-service-delivery survey is a bad idea.

It disrespects the person who received the service.

This is most obvious when the service is one and done.  In the case of the CEQs, the students complete the survey at the end of the semester and won't be taking the course again.  How do they benefit from taking the survey?  Asking somebody to do something from which the person won't benefit is showing a lack of respect for that person.  For the CEQs, if they are administered earlier in the semester and only used within class to make modifications on how the course is taught, then that would be a legitimate use by this criterion.  The students could then see how their responses to the questionnaire directly impact instruction, at least if done in a small class.  But in a large class, individual responses won't count for much at all, even if the CEQs are administered early in the semester.

For the health care provider, the patient gets no information about the pool of other patients who will be given the survey for the same healthcare provider, nor about prior response rates to such surveys, nor about how survey responses have been used in the past to adjust the healthcare provided.

I want to note an argument that can cut the other way, which happens in an overlapping generations model, and provides the logic behind social security. (See Samuelson's An Exact Consumption-Loan Model.)   Completing the survey is like paying a tax.  You pay the tax in expectation of a future benefit, when you need the benefit, after you've retired.  Likewise, you complete the survey from the healthcare provider under the assumption that your healthcare quality will be improved in the future if all patients complete the survey.  Perhaps this is true.  However, the analogy breaks down when noting that paying FICA is legally required of all working people.  Completing the survey, in contrast, is voluntary.  There is a free rider problem involved with completing the survey.  One should expect low completion rates as a result.  It is conceivable that a sense of social obligation can counter the free rider problem.  But let's face it, everyone and their brother are doing surveys of this sort nowadays.  There are just too many of them to feel a sense of social obligation regarding completing any particular survey.  Given that, asking patients to complete the surveys is an act of disrespect.

The quality of the data collected will be poor. 

For most surveys, the response rate is nowhere near  to 100%.  As long as there is random sampling and who participates and who opts out is also random, the survey statistics have validity (provided the sample is large enough).  But there can be systematic reasons why some people participate and others opt out, leading to selection bias.  Survey results are far less reliable in this case.

There are two obvious factors to focus on in considering possible selection bias.  People with high time value and limited leisure time are more likely to opt out.  So surveys of this sort end up over sampling the unemployed, the retired, and they under sample those who are working full time, but also those who don't have an internet connection where they live, who are unwilling to go to a place where bandwidth is ample just to complete the survey.

The other factor is about reasons to want to complete the survey and conversely reasons not too.  As a general rule, those with intense preferences, either for or against, are more likely to complete a survey.  Those with mild preferences are more apt to sit it out.  One therefore should look at reasons for why a person might have an intense preference after the service has been delivered.

From this perspective, routine service provision is apt to generate only a mild preference, although I will give some caveats with that below.  Emergency service provision or service provision under dire circumstances is more apt to generate a strong preference from the service recipient.

Even for people who have excellent health insurance, and I count myself as one of those, the business side of healthcare is clunky, at best, and painful, at least some of the time, especially once you've become a senior citizen.  I will illustrate with a few different examples.

I turned 65 last January and had a regularly scheduled visit with my primary care doctor, in general, a good guy. I was due for a variety of vaccines/immunizations.  Alas, I was also at the cusp where my primary insurance until then was to become my secondary insurance thereafter and Medicare Part B would become my primary insurance.  I ended up having one immunization during that visit, but was told to get others at the pharmacy I frequent, Walgreens.  Why this makes sense, I don't know.  But it is definitely harder to manage having different providers for immunizations.  Further, there was no leeway about my birthday, with respect to Medicare covering the payment.  If I was 64 and 364 days, I wouldn't be eligible to get coverage for the vaccines that would be covered the next day.  When I went to Walgreens I got both the pneumonia vaccine and the first Shingles vaccine.  That was on my birthday.  I had pneumonia the previous spring, so was a candidate for that.  The Shingles vaccine was for anyone near my age.  I might have been a year or two behind on that one.   In any event, why I had to make two visits to get this done is because that's how the system works.  Might I get irate at my primary care physician as a consequence.  I might, though I didn't that time.  The bureaucracy with insurance and prescriptions is a pain, especially regarding trying to renew one prescription because it is time to renew another.  The insurance company will block the renewal of the first prescription.  If it were narcotics, I would understand.  But I've recently experienced this with eye drops.  Give me a break.

It's actually worse with non-routine healthcare.  Two years ago, I had three different issues.  One ended up being a stress fracture in my foot/bad arthritis there.  Another was that a compressed disk in my neck was causing pain and muscle spasms in my left arm.  The third, and the scariest, is that I was diagnosed with prostate cancer.  As a result, I saw a variety of specialists and reached the following conclusions.  Diagnosis is an art, not a science, in the sense that the evidence from the diagnosis may entail some ambiguity.  How that ambiguity resolves is of some consequence to the patient.  For cost effective diagnosis, it makes sense to begin with less expensive tests and then move to more expensive/intrusive tests.  Blood tests and x-rays are comparatively low cost procedures.  They are the first step in a potential chain of other steps.  Scans, such as MRI, are steps further down the chain.  Scans are good at identifying "hot spots" but there may still be ambiguity as to the cause of the hot spot.  Scans are more expensive than the first steps and typically require approval of the insurance company before they are conducted.  I will talk about that more in the next paragraph.  Biopsy, when it is not of something on the skin, is more intrusive than a scan, also more localized, and in my experience more precise.  But you can't biopsy every ambiguous hot spot that shows up in a scan.  When a biopsy yields a positive result, treatment is called for.  That much is understood.  When a scan gives an ambiguous result, the next step is negotiated between doctor and patient, but it won't involve treatment.  It will either be simply to wait or it will entail some other diagnostic.

The doctors who had to deal with insurance company approval for diagnostic procedures they wanted to recommend all seemed angry and intimidated by the prospect that their judgment would be questioned and their recommendation might be overturned by the insurance company.  This is an issue with healthcare that is not getting enough attention.  I also want to note that specifically for a cancer diagnosis, a patient new to that will have something done to their head, regarding worrying about the worst case possibility.  In my case, the worry was about whether the cancer had spread outside the prostate.  I became distraught and quite angry when this couldn't be resolved in short order.

The patient doesn't rate the insurance company.  Those post-service surveys are only about the visit with the doctor.  One might imagine that they type of distress I felt would encourage an extremely negative evaluation of the doctor visit, even when the doctor actually did everything right within his sphere of control.  So the survey response would be inaccurate in this case.

Perhaps more importantly, the healthcare provider must be aware of the underlying issue.  The survey doesn't inform on that issue.

I want to close this section with the following about me specifically.  I much prefer my healthcare to emerge from ongoing conversations with my providers.  It is the relationship that matters. Each visit either bolsters the relationship, maintains the relationship, or tarnishes it some.  I try not to have the business side of healthcare matter to me in how I view these relationships. But, if I opt for a different doctor when the prior doctor is not leaving the healthcare provider, that would be a strong signal that I was dissatisfied with the relationship.  I've actually never done that.   But I want to observe that senior management of the healthcare provider could be monitoring patient turnover.  That would be far more informative than the surveys.

The surveys may potentially impact negatively how care is given.

Let's return briefly to consider instructor evaluation via CEQs.  George Kuh developed the expression Disengagement Compact, to describe the following scenario.  For instructors where CEQ results matter, to keep their jobs and to get salary increases, there is incentive to manipulate those results.  For students who care a lot about grades but not so much what they might learn in the course, there is incentive to encourage the instructor to give them high grades.  The resulting equilibrium has the instructor teaching to the test, the students performing reasonably well on the tests, and the overall grade distribution quite high.  On the CEQs  the students indicate they were satisfied with the course.  But there has been only surface learning.  If the instructor, in contrast, were to seriously challenge the students, there might be deeper learning, but the grades would be poor and the instructor CEQ ratings would be low.

Might something similar happen with healthcare provision and after visit surveys?  My sense of this is yes, but it might be a bit more nuanced than as described in the previous paragraph.  The issue is how the doctor delivers "bad news" to a patient who might not have been expecting it.  In the old days we talked about "bedside manner" and treated it purely as a function of the doctor's style.  But the doctor may also make an assessment of how much the patient can absorb, in which case the doctor will be more forthcoming with a highly educated patient.  Such a patient might appreciate getting the information in a straightforward manner, even if the news isn't good.  Less sophisticated patients might respond better near term if the message is sugar coated.  It is the patient's behavior after the doctor visit that's at issue.  To the extent that this behavior will govern how the condition proceeds thereafter, the doctor's sugar coating of the message might be pernicious.  Yet even if the doctor is well aware of this, to the extent that the patient's survey response matters there can be incentive to sugar coat the message.  In other words, the same underlying social dynamics exists here as it does in the case of college instruction.

Wrap Up

Data is not always the answer.  And sometimes when there is an attempt to survey people, clearly articulating how the information is meant to help and whether it will help them might very well determine whether they are willing to complete the survey.  It is conceivable, now, that individual doctors send their patients surveys after a visit, with the aim that the survey informs their ongoing care.  This is called formative assessment and is a sensible thing to do.  But it doesn't help third parties evaluate the doctor.  Why we need that, I'm not sure.  That itself is an indicator that it's not necessary.

Wednesday, August 05, 2020

Developing a Sense of Humor - Lessons Learned Outside of School

I'm 65.  I wonder how many people who are approximately my age can recall the full commercials from the little bits reproduced here.

  • I can't believe I ate the whole thing.  You ate it, Ralph.
  • The next time you tell me the good news, call me up on the phone.
  • No dice Nevada.  (This one is for folks who grew up in NYC.) 

It's 50 years or so after these commercials aired on TV.   If you can recall the full commercials, it might be interesting to ask why that is.  Was it purely that you saw them frequently?  Or was it something about the message itself?

My contention is that it was the latter.  The messages have comedic elements.  That's what makes them memorable, sometimes as memorable as the shows we watched, many of which also had comedic elements.  The popular culture seemed to embrace comedy.

Here's a different type of example.  Name the comedian and come up with the punchline.
  • Doctor, doctor.  It hurts when I go like that.
  • It was cold in New York, Ed.  How cold was it, Johnny?
  • Show me a mule who dropped out of school....

If we remembered these lines soon after we heard them, did we take to repeating them to our friends?  Or did our friends repeat them to us?  I'm asking because I'm trying to understand how my own sense of humor developed, whether that was inevitable or if it required intentionality, mainly by my dad, to cultivate it.

As an adult, my sense of humor manifests mainly in a different way than by telling canned jokes, though I do that with some frequency as well.  Instead, it is mostly situational humor that comes from the context of the conversation, a pun or some other silliness that is a reaction to what the speaker has said.  It requires a kind of listening coupled with some bit of improvisation.   I also do this a fair amount in writing, quick hitter items that are aimed at getting a chuckle from the reader.  There is some compulsion on my part to produce those things.  And that is coupled with some minimal skill needed to evoke the right sort of reaction.  When done in Facebook, if it produces the HaHa response in a few friends, then it's an indicator the post hit the mark.

Chatting with a friend yesterday, she indicated that she had a good sense of humor, and attributed the cause to her dad who was pretty funny.  I can't really say for sure, but I'm under the impression that some people didn't have funny dads when they grew up.  Could their sense of humor develop nonetheless?  And, if so, why did it happen?  Having lived in Champaign, Illinois now for 40 years, I associate my sense of humor with Reform Judaism, at least as how that played out in New York City when I was a kid. When I do Zoom calls now with my siblings, it is evident in all of us, spouses and offspring too.  I do wonder how widespread it is outside the family and how one might determine that.

When I was still working, I developed some reputation for making wisecracks and for being creative.  Within the CIC Learning Technology Group, while all the members were highly competent and quite talented, in these areas I dare say that those who were also faculty members tended toward making the jokes more and, within that small sample, each of us were male.  I do think the world looks different for an educational technologist who used to be a full time faculty member versus one who is a career educational technologist, but the NYC versus Midwest thing might have prevailed as well.   I was the only one in that cell among all the group members.  It's probably not good social science to develop a hypothesis from a sample where n = 1.  Yet fairly frequently I generalize from my own experience, which begs the question, are situational humor and creativity in other things related?

Situational humor is itself a reaction to what others have said and, if in a video call, how they appear when they said it.  It requires taking some risk in the telling, because the line might fall flat.  (My siblings have recently taken to rating the spontaneous line, most of which get a low rating.  Batting average matters here.)  Beyond that, it requires some intuition about how the others will react.  In my opinion, that intuition is similar if not identical to the intuition one needs to demonstrate empathy to others.  I would guess that a sense of humor and empathy are two sides of the same coin.

Not having lived through it, I don't have a real understanding for why some people don't develop a good sense of humor, but that it happens I have no doubt.  As a professor, I have to say it's hard to detect this in students, who may be quite circumspect in the classroom but otherwise joke around with their friends a lot.  It would be be easier to determine this if the kids already let their guard down (with the professor absent) and then see how things play out.  Yet even then, some who are initially shy may take a longer time to warm up.  That doesn't mean their sense of humor is entirely absent.  But it likely means that they don't get into a playful mode as frequently as others do.

At issue is whether the kid feels implicitly that the sense of humor is something to cultivate.  I am ignorant of contemporary culture and if it provides sufficient cues on this score.  Ten to fifteen years ago, when I became aware that many students got their news from watching the Daily Show, apart from the lack of literacy that implied, I wondered if students were becoming too sarcastic in their views.  To me, sarcasm may be part of a sense of humor but it is far from a complete arsenal.

While I'm writing this post, I also have open in my browser this opinion piece on the mental health crisis engendered by the pandemic (and not just among college students).  Sarcasm is too easy a tone to embrace nowadays and under the circumstances I fear it contributes to a decline in mental health.  Other sorts of humor, however, might serve as a good tonic for lifting the mood and helping the person to become more upbeat.  If that's true, one would want to know whether those other types of humor are readily available to all and, if not, how they might be made available.

I haven't gotten too far in trying to answer that question, but I have a feeling that there is a developmental curve one must go through to have a mature sense of humor.  Telling canned jokes comes earlier.  Situational humor doesn't happen until the canned jokes part gets mastered.  If that's right, how about a non-credit online course available to one and all about canned jokes.  That might be a start.

Q: How many ears does Captain Kirk have?
A: Three, the left ear, the right ear, and the final front ear.