Category: Economics

Work as a safe haven (*Big Business*)

Another surprising feature of these results is that the “work as a safe haven” effect was stronger for poorer people. We don’t know if that is true more generally across larger samples of people, but it points to a potentially neglected and egalitarian feature of life in the workplace. In contemporary American society, poorer individuals are more likely to have problems with divorce, spousal abuse, drug addiction in the family, children dropping out of school, and a variety of other fairly common social problems. These problems plague rich and poor alike, but they are more frequent in poorer families and, furthermore, very often wreak greater devastation on poorer families, which have fewer resources to cope with them. The workplace, however, is a partial equalizer here. At least in this sample, the poorer individuals found relatively greater solace in the workplace than did the richer individuals. The poorer individuals, of course, were paid less at work. But in terms of psychological stresses, a lot of corporations are creating “safe spaces” for individuals who otherwise are facing some pretty seriously bad situations.

That is from my forthcoming book Big Business: A Love Letter to an American Anti-Hero, due out April 9.

The 2019 Public Choice Outreach Conference

It’s time to get your applications in for the 2019 Public Choice Outreach conference, a crash course in public choice for students from all fields and walks of life! Professors, please encourage your students to apply!

When is the Public Choice Outreach Conference?
The 2019 Outreach Conference will be held June 14-16th at the Hyatt Centric Arlington in Rosslyn, VA.

What is the Public Choice Outreach Conference?
The Public Choice Outreach Conference is a compact lecture series designed as a “crash course” in Public Choice for students planning careers in academia, journalism, law, or public policy. Graduate students and advanced undergraduates are eligible to apply. Many past participants of the Outreach seminar have gone on to notable careers in academia, law and business.

What will I learn?
Students are introduced to the history and basic tools of public choice analysis, such as models of voting and elections, and models of government and legislative organization. Students also learn to apply public choice theory to a wide range of relevant issues. Finally, students will be introduced to “constitutional economics” and the economics of rule making.

This is a chance to hear talks from Robin Hanson, Alex Tabarrok, Shruti Rajagopolan, Tyler Cowen and more.

Who can apply?
Graduate students and advanced undergraduates are eligible to apply. Students majoring in economics, history, international studies, law, philosophy political science, psychology, public administration, religious studies, and sociology have attended past conferences. Advanced degree students with a demonstrated interest in political economy or demonstrated interest in political economy are invited to apply. Applicants unfamiliar with Public Choice and students from outside of George Mason University are especially encouraged.

What are the fees involved?
Outreach has no conference fee – it is free to attend. Room and meals are included for all participants. However, ALL travel costs are the responsibility of the participants.

Click here for the 2019 Outreach Application

FDA Tiered Approval

have an interesting op-ed on a tiered approval regime for the FDA:

Instituting a codified approval paradigm based on four tiered levels of clinical effectiveness (biomarkers, clinical signs and symptoms, disease modification and clinical outcomes) — with evidence regarding clinical utility progressively increasing — would greatly reduce the regulatory uncertainty and subjectivity, as well as the time to approval of innovative medicines.

Moreover, the four tiers, coupled with a commitment to apply state-of-the-art technologies (Apple Watch, telemetry and other health monitoring systems) to obtain clinical evidence would allow for additional learnings from use of drugs by practicing doctors treating real world patients. This knowledge would unearth additional uses, information that can be added to the product label to allow safer and more effective use of drugs and the identification of drug combinations that lead to even greater health benefits.

See also Bartley Madden’s work on Free to Choose Medicine which would similarly create dual tracks, one the standard FDA process and a second observational track that would bring drugs to market more quickly with the tradeoff being fewer clinical trials. As clinical trials rise in expense and more treatments are targeted towards smaller patients groups (i.e. personalized medicine) and as statistical techniques improve, we will need and can benefit from reforms to the FDA process along these lines.

Has the Labor Share Declined? Maybe, maybe not.

In a 2017 post Asher Schechter correctly noted:

Of the various ills that currently plague the American economy, one that has economists particularly worried is the decline in the labor share—that is, the part of national income that’s allocated to wages.

Lots of theories have been proposed to explain the decline in labor share including automation, globalization and increased markups. In a big if true paper, Koh, Santaeulalia-Llopis and Zheng argue that all of these theories are wrong because there has been no decline in labor share once we take into account that the BEA changed how intellectual property was treated in the national accounts.

The lack of attention to measurement can severely misguide economic theory. We demonstrated that the change in the accounting treatment of IPP—from expensed to capitalized—gradually implemented by the BEA since 1999 is the sole driver of the decline of the accounting LS. Furthermore, our examination of the accounting assumptions behind the capitalization of IPP—mainly that all IPP investment rents are attributed to capital—indicates that less arbitrary and extreme assumptions on the factor distribution of IPP rents yield a trendless accounting LS. In other words, the LS decline is an artifact of the change in the accounting treatment of IPP in national accounts, and this is at odds with current macroeconomic theory that considers the accounting decline as an economic phenomenon at face value.

Labor share appears to have declined globally. Have most countries changed their accounting practices? Quite possibly, but more investigation is needed. Many of the theories are also quite plausible which perhaps explains the reluctance of theorists to give up on the “fact”. The Koh et al. paper has been circulating for a few years but most seem to brush it off. Autor, Dorn, Katz, Patterson and Van Reenen, for example, say:

Although there is controversy over the degree to which the fall in the labor share of GDP is due to measurement issues such as the treatment of capital depreciation (Bridgman, 2014), housing (Rognlie, 2015), self-employment and proprietor’s income (Elsby, Hobjin, and Sahin, 2013; Gollin, 2002) and intangible capital (Koh, Santaeulalia-Lopis and Zheng, 2016), there is a general consensus that the fall is real and significant.

Wait and see is probably rational at this stage. If the paper makes it through peer-review at the JPE, it will be more difficult to ignore.

It is arresting how many facts are in fact open to question. Maybe.

Hat tip: David Andalfatto somewhere on twitter.

Women’s employment has shaped the course of recent business cycles

This paper studies the impact of changing trends in female labor supply on productivity, TFP growth and aggregate business cycles. We find that the growth in women’s labor supply and relative productivity added substantially to TFP growth from the early 1980s, even if it depressed average labor productivity growth, contributing to the 1970s productivity slowdown. We also show that the lower cyclicality of female hours and their growing share can account for a large fraction of the reduced cyclicality of aggregate hours during the great moderation, as well as the decline in the correlation between average labor productivity and hours. Finally, we show that the discontinued growth in female labor supply starting in the 1990s played a substantial role in the jobless recoveries following the 1990-1991, 2001 and 2007-2009 recessions. Moreover, it depressed aggregate hours, output growth and male wages during the late 1990s and mid 2000s expansions. These results suggest that continued growth in female employment since the early 1990s would have significantly improved economic performance in the United States.

That is the abstract of a new NBER working paper by Stefania Albanesi.

The great retrogression average is over

White, non-college-educated Americans born in the 1960s face shorter life expectancies, higher medical expenses, and lower wages per unit of human capital compared with those born in the 1940s, and men’s wages declined more than women’s. After documenting these changes, we use a life-cycle model of couples and singles to evaluate their effects. The drop in wages depressed the labor supply of men and increased that of women, especially in married couples. Their shorter life expectancy reduced their retirement savings but the increase in out-of-pocket medical expenses increased them by more. Welfare losses, measured a one-time asset compensation are 12.5%, 8%, and 7.2% of the present discounted value of earnings for single men, couples, and single women, respectively. Lower wages explain 47-58% of these losses, shorter life expectancies 25-34%, and higher medical expenses account for the rest.

That is from a new NBER working paper by Margherita Borella, Mariacristina De Nardi, and Fang Yang.

Women in the economics profession

Nearly 100 female economists say a peer or a colleague has sexually assaulted them. Nearly 200 say they were the victim of an attempted assault. And hundreds say they were stalked or touched inappropriately, according to a far-reaching survey of the field.

The results, compiled by the American Economic Association, also reveal deep evidence of gender and racial discrimination within the field. Half of the women who responded to the survey said they had been treated unfairly because of their sex, compared with 3 percent of men. Nearly half of women said they had avoided speaking at a conference or a seminar to guard against possible harassment or “disrespectful treatment.” Seven in 10 women said they felt their colleagues’ work was taken more seriously than their own.

Here is more from Ben Casselman and Jim Tankersley at NYT.

Alan Krueger, RIP

You probably all know by now that Alan Krueger has passed away, nonetheless it seems appropriate to offer tribute and condolences.  Alan and I were together in the same year at Harvard in the economics Ph.D program, and although he was on track to win a Nobel Prize and I have read most of his papers and books, I always associate him more with those years in the mid-1980s.  I am very saddened by the news.

A reverse Austrian business cycle theory

Did tight money from the Fed place too high a penalty on deposit funding of mortgages?:

Between 2003 and 2006, the Federal Reserve raised rates by 4.25%. Yet it was precisely during this period that the housing boom accelerated, fueled by rapid growth in mortgage lending. There is deep disagreement about how, or even if, monetary policy impacted the boom. Using heterogeneity in banks’ exposures to the deposits channel of monetary policy, we show that Fed tightening induced a large reduction in banks’ deposit funding, leading them to contract new on-balance-sheet lending for home purchases by 26%. However, an unprecedented expansion in privately-securitized loans, led by nonbanks, largely offset this contraction. Since privately-securitized loans are neither GSE-insured nor deposit-funded, they are run-prone, which made the mortgage market fragile. Consistent with our theory, the re-emergence of privately-securitized mortgages has closely tracked the recent increase in rates.

Here is the full NBER working paper by Itamar Drechsler, Alexi Savov, and Philipp Schnabl.

Density is Destiny: Economists Predict the Far Future

In a paper that just won the JPE’s Robert Lucas Prize, Desmet, Krisztian Nagy and Rossi-Hansberg model the evolution of the world economy over the next 400-600 years! Is it laughable or laudatory? I’m not entirely sure. The paper does have an insight that I think is very important, in addition to a number of methodological advances.

If we look around the world today we see that the places with the densest populations, such as China and India, are poor. But in the long-run of history that doesn’t make sense. As Paul Romer, and others, have emphasized, ideas are the ultimate source of wealth and more people means more ideas. As a result, innovation and GDP per capita should be higher in places and times with more people. The fact that China and India are poor today is an out-of-equilibrium anomaly that happened because they were slower than the West to adopt the institutions of free markets and capitalism necessary to leverage ideas into output. China and India weren’t relatively poor in the past, however, and they won’t be relatively poor in the future. With that in mind, a key long-run prediction of Desmet, Krisztian Nagy and Rossi-Hansberg becomes clear. If people are not allowed to migrate then the places that are densest today will not only equal the West, they will overtake the West in innovation and productivity.

One of the key determinants of these patterns is the correlation between GDP per capita and population density. As we mentioned above, the correlation is negative and weak today, and our theory predicts that, consistent with the evidence across regions in the world to-day, this correlation will become positive and grow substantially over the next six centuries, as the world becomes richer. Two forces drive this result. First, people move to more productive areas, and second, more dense locations become more productive over time since investing in local technologies in dense areas is, in general, more profitable. Migration restrictions shift the balance between these two mechanisms. If migration restrictions are strict, people tend to stay where they are, and today’s dense areas, which often coincide with developing countries, become the most developed parts of the world in the future…. In comparison, most of today’s high-productivity, high-density locations in North America, Europe, Japan, and Australia fall behind in terms of both productivity and population.

Thus, if migration restrictions are strict, density is destiny and the dense parts of the world will rule. But what if migration restrictions are loosened?

… if migration restrictions are lifted, then people today move to the high-productivity regions such as Europe and the United States and these regions become denser and so remain the high-productivity regions in the future. World welfare in this scenario goes up by a factor of three.

It’s much better to remove migration restrictions today because we get to a much richer world, faster. In addition, population is better distributed in accordance with natural amenities. All is not perfectly rosy, however, in the free migration scenario. So let’s conclude with a few sentences that would make Hari Seldon proud.

[in the free migration scenario]…growth in utility drops substantially in the short run as many people move to areas with high real GDP; hence these areas be-come more congested and become worse places to live (lower amenities). This initial loss in growth is, however, compensated in the long run by a large surge in productivity growth after year 2200.

Should climate change limit the number of kids you have?

No, or so says I in my latest Bloomberg column., here is the closing bit:

Let’s not give up by ceasing to have children.

Finally, leave aside the implausibility of these arguments and consider their assumptions. What you’ll find is zero-sum thinking, negative value judgments about large families, and an attempt to use guilt and shame to steer social and environmental policy. I suspect that is why these arguments are finding some traction, not because they are the result of any careful cost-benefit calculations.

So if you are both worried about climate change and considering starting a family, I say: Put aside the unhelpful mess of emotions some participants in this debate are trying to stir up. Instead, focus on how your decision might boost future innovation. As a bonus, you might find that one of the better approaches to climate change is actually pretty fun.

Super simple arguments, with credit to Paul Romer and Alex T. and Bryan and Ross Douthat as well.

How Much Time Do Criminals Really Serve?

Many people were surprised at Paul Manafort’s relatively light sentencing for bank fraud, filing fake tax returns, and failure to report foreign assets and compared his sentence of 47 months to other cases of seemingly lesser crimes given longer prison terms. A viral tweet thread from public defender Scott Hechinger began:

For context on Manafort’s 47 months in prison, my client yesterday was offered 36-72 months in prison for stealing $100 worth of quarters from a residential laundry room.

Anecdotes, however, run the risk of misleading if they are not representative. The Bureau of Justice Statistics just released Time Served in State Prison 2016. Stealing laundry quarters sounds like larceny (no break in). The average time served for larceny was 17 months and the median time served was 11 months.

Hechinger also notes this outrageous case:

15 years in prison for drug possession. You shouldn’t need more info than that to be outraged. But then learn: Juanita is a mother of 6. Her 18 year old is now head of household. Raising 5 kids. Crime is not even a felony in Oklahoma anymore.

The average time served for drug possession was 15 months and the median time 10 months. Arguably too long but a far cry from 15 years.

For a serious violent crime like robbery, taking property by force or threat of force, the average time served was considerably higher, 4.7 years and the median time served 3.2 years.

You can see the table below for more data. Judge for yourselves, but for most crimes mean and median time served don’t seem to me to be obviously too high. Moreover, keep in mind that most crimes do not result in an arrest let alone a conviction or time served.

In 2017, for example, victims reported 2,000,990 serious violent crimes (rape or sexual assault, robbery, and aggravated assault). In the same year there were approximately 446,510 arrests for these crimes (crime definitions may not line up exactly). In other words, the chance of being arrested for a serious violent crime was only 22%. Data on convictions are harder to obtain but convictions are far fewer than arrests. In 2006 (most up-to-date data I could find but surely lower today) there were 175,500 convictions for serious violent crimes. Thus, considerably fewer than 10% of violent crimes result in a conviction (175,500/2,000,990=8.7%).

Put differently, the expected time served for a serious violent crime is less than 5 months*. Do you want to reduce expected time served? What I would like to do is put more police on the street to increase the certainty of arrest and conviction. If we double the conviction rate, I’d happily halve time served.

I support decriminalization of many crimes, shorter sentences for some crimes and fewer scarlet letter punishments. I want to reduce bias and variability in the criminal justice system. But I do not want to return to the crime rates of the past. Even as crime rates fall, we should be careful about declaring the war won and going home. We are under policed in the United States and despite anecdotes that rightly shock the conscience, average time served is not that high, especially given very low arrest and conviction rates.

* Using the normalized percent of total releases for rape, robbery and assault to form the weighted average. Corrected from an early version that said 14 months.

Do female board members matter?

Maybe less than you might think, at least once you adjust for geographic distance:

Recent literature has shown that gender diversity in the boardroom seems to influence key monitoring decisions of boards. In this paper, we examine whether the observed relation between gender diversity and board decisions is due to a confounding factor, namely, directors’ geographic distance from headquarters. Using data on residential addresses for over 4,000 directors of S&P 1500 firms, we document that female directors cluster in large metropolitan areas and tend to live much farther away from headquarters compared to their male counterparts. We also reexamine prior findings in the literature on how boardroom gender diversity affects key board decisions. We use data on direct airline flights between U.S. locations to carry out an instrumental variables approach that exploits plausibly exogenous variation in both gender diversity and geographic distance. The results show that the effects of boardroom gender diversity on CEO compensation and CEO dismissal decisions found in the prior literature largely disappear when we account for geographic distance. Overall, our results support the view that gender-diverse boards are “tougher monitors” not because of gender differences per se, but rather because they are more geographically remote from headquarters and hence more reliant on hard information such as stock prices. The findings thus suggest that board gender policies, such as quotas, could have unintended consequences for some firms.

Here is the paper by Zinat S. Alam, Mark A. Chen, Conrad S. Ciccotello, and Harley E. Ryan.  Via the excellent Kevin Lewis.

Does a Carbon Tax Reduce CO 2 Emissions? Evidence From British Columbia

From Felix Pretis:

Using difference-in-differences and a novel break-detection approach I show that the introduction of a carbon tax has not ‘yet’ led to a significant reduction in aggregate CO2 emissions in British Columbia, Canada. Despite the lack of detectable aggregate effect, there are heterogeneous emission reductions across sectors: the tax led to a reduction in emissions from transportation incl. personal vehicles (-5%), buildings (-5%), waste processing (-3%), and light manufacturing, construction and forestry (-11%). Introducing a new method to assess policy based on breaks in difference-in-differences fixed effect panel models, I demonstrate that neither the carbon tax, nor the carbon price and emissions trading schemes introduced in other Canadian provinces are detected as significant interventions in aggregate emissions. The absence of significant aggregate reductions in emissions is consistent with existing evidence that current carbon taxes (and prices) are too low to be effective.

Since current carbon taxes are already not so popular, I don’t take this as especially good news.  For the pointer I thank Warren Smith.