Aggregate measures of well-being, England 1781-1850

I went in the field of economic history after I discovered how much it was to properly measure living standards. The issue that always interested me was how to “capture” the multidimensional nature of living standards. After all, what weight should we give to an extra year of life relative to the quality of that extra year (see all my stuff on Cuba)?

However, I never tried to create “a composite” measure of living standards. I thought that it was necessary, first, to get the measurements right. However, I had been aware of the work of Leandro Prados de la Escosura who has been doing considerable work on this in order to create composite measures (Leandro also influenced me on my Cuba reasoning – see this article).

A year ago, I discovered the work of Daniel Gallardo Albarrán from the University of Groningen at the meeting of the Economic History Society (EHS). Daniel’s work is particularly interesting because he is trying to generate a composite measure of well-being at one of the most important moment in history: the start of the British industrial revolution.

Because of its importance and some pieces of contradicting evidence (inequality, stature, amplitude of real wage increases, amplitude of income increases, urban pollution leading to increased mortality risks etc), the period has been begging for some form of composite measure to come along (at least a serious attempt at generating it). Drawing on some pretty straightforward microeconomic theory (the Beckerian in me likes this), Daniel generates this rich graph (see the paper here).

Daniel

The idea is very neat and I hope it will inspire some economic historians to attempt an expansion upon Daniel’s work. I have already drawn outlines for my own stuff on Canada since I study an era when (from the early 1800s to the mid-1850s) real wages and incomes seem to be going up but stature and mortality are either deteriorating or remaining stable while inequality is clearly increasing.

Star Trek Did More For the Cultural Advancement of Women Than Government Policies

The fondest memories of my childhood center on the time I spent with my father watching Star Trek. At the time, I simply enjoyed science fiction. However, as an adult I have often revisited Star Trek (on multiple occasions) and I realized that I had incorporated subconsciously many elements of the show into my own political reasoning.

Not to give too much away about my age, my passion with Star Trek started largely with the Voyager installments. As a result, I ended up seeing Kate Mulgrew as Captain Janeway. And that’s what she was: the captain. I never saw the relevance that she was a woman. A few years ago, I saw her speak at the Montreal Comic-Con (yes, I am that kind of Trekkie) and she mentioned how crucial she thought her role to be for the advancement of women. By that time, I had already started to consider Star Trek as one of the most libertarian-friendly shows ever to have existed. While its economics were strange, its emphasis on tolerance, non-intervention and equality of rights make it hard to argue that it is not favorable to broadly-defined liberal mindset. However, I had not realized how much so until I heard Mulgrew speak about her vision of the role. After all, I had somehow forgotten that Mulgrew was a woman and how novel her role was.

One person who understands how important was this point is Shannon Mizzi who wrote a piece for Wilson Quarterly which I ended up reading while I was still a PhD student. Her core point was that in Star Trek, women were simply professionals. They were rarely seen doing other things than their work. While she argues that this meant that Star Trek played an underappreciated role in the history of women’s advancement, I am willing to go a step further. That step is to assert that the cause of the cultural advancement of women has been better served by Star Trek than by governments. (Please note that I am only considering cultural advancement)

The pre-1900 economic and social history of women would be sufficient in itself to make this point of mine. After all, women were given a lesser legal status by governments. This is both a necessary and sufficient element to assert that, overall, governments have been noxious to women’s advancement over many centuries. One century of legal emancipation would still leave Star Trek as a net positive force. But that would be a lazy argument on my part and I should simply focus on the present day. In fact, thanks to a wealth of data on wage gaps, gender norms and measures of legal institutions, I can more easily back up the claim.

My friend Rosemarie Fike of Texas Christian University is the first person that comes to mind in that regard. Her own doctoral dissertation, Economic Freedom and the Lives of Womenintroduced me to a wide literature on the role of economic freedom in the advancement of women. To be sure, Rosemarie was not the first to try to measure the role of economic freedom (which we should understand as how small and non-interventionist a government is). There had already been some research showing that higher levels of economic freedom were associated with smaller hourly wage gaps between genders and how liberalizing reforms were associated with wage convergence between genders. However, some economists have been arguing that there are other “soft sides” to economic freedom – like in the promotion of cultural equality and norms that promote certain types of attitudes. This is where Rosemarie’s work is most crucial. In a section of her dissertation, she essentially builds up on the work of (my favorite Nobel laureate) Gary Becker regarding preferences and discrimination. Basically, the idea is that free markets will penalize people who willingly discriminate. After all, if an employer refuses to hire redheads for some strange reason, I can compete by hiring the shunned redheads at a lower wage rate and out-compete him. In order to stay in business, the ginger-hating fool has to change his behavior and hire redheads which will push wages up. Its hard to be a racist or misogynist when it costs you a lot of money.

However, if you prevent this mechanism from operating (by intervening in markets), you are making it easier to be bigoted-chauvinistic-male-pigs. As a result, laws that prevent market operations (like the Jim Crow laws did for blacks) enshrine discriminatory practices. Individuals growing up in such environment may accept this as normal and acceptable behavior and strange beliefs about gender equality may cement themselves in the popular imagination. When markets are allowed to operate, beliefs will morph to reflect the actions taken by individuals (see Jennifer Roback’s great story of tramways in the US South as an example of how strong markets can be in changing behavior and see her article on how racism is basically rent-seeking). As a result, Rosemarie’s point is that societies with high levels of economic freedom will be associated with beliefs favorable to gender equality.

But the mirror of that argument is that government policies, even if their spirits have no relation to gender issues, may protect illiberal beliefs. Case in point, women are more responsive to tax rates than men – much more. In short, if you reduce taxes, women will adjust their labor supply more importantly at the extensive and intensive margin than men will. This little, commonly accepted, fact in labor economics is pregnant with implications. Basically, it means that women will work less in high tax environments and will acquire less experience than men will. Since it is also known that differences in the unmeasured effects of experience weigh heavily in explaining the remaining portion of the gender pay gap, this means that high tax rates contribute indirectly to maintaining the small gender pay gap that remains. Now, imagine what would be the beliefs of employers towards women if they did not believe that women are more likely to work fewer hours or drop out of the workforce for some time? Would you honestly believe that they would be the same? When Claudia Goldin argues that changes in labor market structures could help close the gap, can you honestly say that the uneven effect of high tax rates on the labor supply decisions of the different genders are not having an effect in delaying experimentation with new structures? This only one example meant to show that governments may, even when it is not their intent, delay changes that would be favorable to gender equality. There are mountains of other examples going the larger effects of the minimum wage on female employment to the effects of occupational licencing falling heavily on professions where women are predominant.

With such a viewpoint in mind, it is hard to say how much governments helped the cultural advancement of women (on net) over the 20th and 21st centuries . However, Star Trek clearly had a positive net effect on that cultural advancement.  That is why I am willing to say it here: Star Trek did more for the cultural advancement of women than governments did.

Famine and Finance: Credit and the Great Famine of Ireland

41YjUSWp3JL._SX351_BO1,204,203,200_I have recently finished reading Famine and Finance by Tyler Beck Goodspeed. While short, it should have a prominent place on the shelves of economic historians interested (obviously) in Irish history and (less obviously) in Malthusian theory.

Famine and Finance is a study of the response of Irish farmers to the potato blight. As it is known to many, many individuals simply left Ireland. However, where micro-credit was available, Goodspeed finds that farmers adapted by shifting to different types of activities – notably livestock. These areas experienced a smaller decline in population. Basically, where the institution of micro-credit was present, the demographic shock was much less severe. If only for this nuance, the book makes a sizeable contribution to the historiography of Ireland. The methods used are also elegantly simple and provide an interesting road map for anyone interested in studying the responses of local population to environmental shocks.

However, the deeper point comes from it tells us about institutions. In Goodspeed’s story, the amplitude of the collapse of the Irish population in the 19th century depends on the presence of the institution of micro-credit. Basically, the institution determined the amplitude of the shock. Since Ireland’s potato blight is often presented as the textbook case of Malthusian pressures, Goodspeed’s results are particularly interesting. In his chatper titled”Was Malthus Right?”, he shows that when controls for the institution of micro-credit is present, the typical Malthusian variables fail to explain population changes. In other words (i.e.  my words) , Malthusian pressures (the change in population) are in fact institutional failures.

This is a point I have often made elsewhere (see here, here and here and a blog post here). And because Goodspeed backs this point of mine, he has earned himself a place on my shelf of “go-to” books.

The Heights of French-Canadian Convicts, 1780 to 1830

A few days ago, it was confirmed that my article with Vadim Kufenko and Alex Arsenault Morin on the heights of French-Canadians between 1780 and 1830 was accepted for publication in Economics and Human Biology. In that paper, we try to introduce French-Canadians before 1850 to the anthropometric history literature by using the records of the prison of Quebec City. Stature is an important measure of living standards. As it is heavily related to other aspects of health outcomes, it is a strong measure of biological living standards. More importantly, there are moments in history when material living standards and biological living standards move in opposite directions (in the long-run, this is not the case).

We find three key results. The first is that the French-Canadians grew shorter throughout the era when living standards did not increase importantly (and were very volatile). This puts them at odds from other places in North America where increases in stature were experienced up until the 1820s. Furthermore, stature stops falling around 1820 when economic growth picked up. This places the French-Canadians in a unique category in North America since it seems unlikely that they experienced a strong version of the antebellum puzzle (decline in stature with increases in material living standards which is what the US experienced). The second key result is that the French-Canadians are the shortest in North America, shorter even than Black Americans in slavery. However, they are considerably taller than most (save Argentinians) Latin Americans. More importantly, they are considerably taller than their counterparts in France. The third key result is related to the second key result. Today, French-Canadians are noticeably shorter than other Canadians. However, the gap was more important in the late 19th century and early 20th century. Pegged as a “striking exception” within Canada, we do not know when it actually started. Thanks to our work, we know that this was true as far back at the early 19th century.

The working paper (dramatically different than the accepted version) is here and I am posting key results in tables and figures below.  Moreover, I will be talking about anthropometric history and economic history with Garrett Petersen of Economics Detective Radio this Tuesday (I do not know when the podcast will be made available, but you should subscribe to that show anyways).

Heights.png

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On power-display bias and the historians

This is an excerpt from my upcoming book at Palgrave McMillan which discusses Canadian economic history. This excerpt relates to a point that I have made numerous times on this blog regarding the bias for power held by historians and how it often leads them to inaccurate conclusions (here and here):

When the great historian Lord Acton warned that, “absolute power corrupts absolutely,” he was not only referring to imbuing certain fallible humans with excessive powers, but also as a caution to historians for their assessment of politicians. Too often, politicians become known for “greatness” because of their actions, regardless of how much they impoverished society or put in place measures that would ultimately erode their citizens’ quality of life. By the same token, some eminent figures remain unknown, relegated to a footnote in the history books, even though they have contributed in a more significant way to economic enrichment, cultural development, and social cohesion. Grand gestures and large-scale social projects inspired by good intentions do not always yield great results – or desirable ones.

If we truly want to assess the Quiet Revolution and the “Great Darkness” with any clarity, we must consider politicians’ actions in a more realistic scope, and sift through the quantitative and qualitative data that show how people thought and acted in the everyday. Through the use of rigorous tools, statistical methods and economic theories, we ought to consider how things might reasonably have developed otherwise without the Quiet Revolution. This is what I have tried to do in this book. (…)

The discourse on Quebec modernity that emerged along with the Quiet Revolution coincided with the emergence of a strong interventionist State. When we compare Quebec to other Western countries, however, our analysis reveals that the State did not play a major role in modernization here. After all, it was in a period when Quebec’s State apparatus was less active compared to the rest of Canada that it was able to progress in leaps and bounds. Of course, the State must have had some effect in certain areas, but the Quiet Revolution was not responsible for the bulk of positive outcomes that came to term during this period. Analyzing trends, causes, explanations and secondary forces at play in Quebec society’s metamorphosis definitely requires a degree of patience and effort. It would be much less onerous to take the easier path of only looking at the State’s activities as worthy of attention in this regard. If we fail to make these efforts, we risk succumbing to the “Nirvana Fallacy.” In order words, we tend to put the State on a pedestal: it becomes a kind of disembodied entity in a virtual reality where it plays the VIP or starring role. Comparing reality with a utopia necessary leads us to conclude that utopia is better, but this approach is utterly fruitless.

 

A hidden cost of the war on drugs

AI just completed another paper (this time with my longtime partner in crime Vadim Kufenko) where we question an hypothesis advanced by Samuel Bowles regarding the cost of inequality. In the process, we proposed an alternative explanation which has implications for the evaluation of the war on drugs.

In recent years, Samuel Bowles (2012) has advanced a theory (well-embedded within neoclassical theoretical elements while remaining elegantly simple) whereby inequality increases distrust which in turn magnifies agency problems. This forces firms to expend more resources on supervision and protection which means an expansion of the “guard labor force” (or supervisory labor force). Basically, he argues there is an over-provision of security and supervision. That is the cost of inequality which Bowles presents as a coordination failure. We propose an alternative explanation for the size of the guard and supervisory labor forces.

Our alternative is that there can be over-provision of security and supervision, but this could also be the result of a government failure. We argue that the war on drugs leads to institutional decay and lower levels of trust which, in turn, force private actors to deploy resources to supervise workers and protect themselves. Basically, efforts at prohibiting illicit substances require that limited policing resources be spread more thinly which may force private actors to expend more resources on security for themselves (thus creating an overprovision of security). This represents a form of state failure, especially if the attempts at policing these illicit substances increase the level of crime to which populations are vulnerable. To counteract this, private actors invest more in protection and supervision.

Using some of the work of Jeffrey Miron and Katherine Waldock, we show that increases in the intensity of prohibition enforcement efforts (measured in dollars per capita) have significant effects on the demand for guard labor. Given that guards represent roughly 1 million individuals in the US labor market, that is not a negligible outcome. We find that a one standard deviation increase in the level of drug enforcement efforts increases the ratio of guards to the population by somewhere between 12.92% and 13.91% (which is the equivalent of roughly 100,000 workers).

While our paper concentrated on proposing an alternative to the argument advanced by Bowles regarding the cost of inequality, we (more or less accidentally) measured a hidden cost from the war on drugs. The insecurity (increased crime rates and spillovers from illegal markets into formal markets) brought forth by drug prohibition  forces an over-provision of security and supervision (our supervision measure which includes workers that supervise other workers were smaller than with the security guard measure).

Basically, a hidden (private cost) of the war on drugs is that we must reallocate resources that we could have used otherwise. Its a little like when I say that it is meaningless to compare healthcare expenditures to GDP in Canada and the United States because Canadians assume costs in a hidden manner through rationing. Waiting lists in Canada are longer than in the US. The cost is lost wages and enduring pain and that cost will not appear in measures of expenditures to GDP. The war on drugs works the same way. There is a fiscal cost (expenditures dedicated to it and the taxes that we must impose), there is a crime cost (destruction of lives and property) and there is a reallocation cost of privately providing security which is hard to measure.

*The paper is available here. 

Inequality and Regional Prices in the US, 2012

I have just completed a short piece on the impact of regional prices on the measurement and geographic distribution of low income individuals. Basically, Youcef Msaid and myself* used the March 2012-CPS data combined the BEA’s regional purchasing power parities database to correct incomes.

We found is that the level of inequality is very modestly overestimated (0.5%). Now this is a conservative estimate since we used state-level corrections for price differences. This means that we took price corrections for New York state as a whole even if there are wide differences within New York state. Obviously, with more fine-grained price-level adjustments we would find a bigger correction but it is hard to imagine that it could surpass 1-3%.

That was not our most important result. Our most important result relates to where the bottom decile of the income distribution is geographically located. We find that instead of being found disproportionately (relative to their share of the total US population) in poorer states, the bottom decile is disproportionately found in rich states. The dotted black line in the figure below illustrates the change in the number of individuals who are, nationally, in the bottom 10%. New York and California have significant increases while West Virginia has a large decrease. The dark black line shows the same for the top 10%.

fig2

Another way to grasp the magnitude of this change is to relate the change to the population shares of each decile by state. For example, New York had 6.29% of the US population in 2012 and 6.61% of all Americans in the bottom 10% of the income distribution before adjusting for regional purchasing parities. After adjusting however, New York’s share of the bottom 10% surges to 7.88%.

Why does it matter? Because most of the cost difference adjustments come from differences in housing costs. The first obvious point is that housing is a crucial aspect of any discussion of inequality. The second, but less obvious point,  is that these differences are massive barriers to migration within the United States and the poorest are those for whom these barriers are the heaviest. Unfortunately, the high-cost areas are also high-productivity areas (New York, San Francisco for example) whose high costs are largely the result of restrictions on the supply of housing. This means that high-productivity areas – which would raise the wages of low-skilled and low -income workers are inaccessible to them. It also means that those who were present before the increase in productivity of these areas capitalized the gains in more valuable real estates (even if this means lower real incomes).

In this light, the geographic reallocation of the bottom 10% is consistent with an emerging literature that argues that inequality is in great a result of housing policy (see notably Rognlie’s reply to Piketty in the Brookings Papers).  This small modification (I consider it small) that me and Youcef made has important logical ramifications.

* Thank you to my friends Rick Weber (who blogs here at NOL and whose research can be seen here) and Ryan Murphy (whose research can be found here) who provided good comments to bring the paper to the stage where we are ready to submit.