Category Archives: Uncategorized

Blogging for the Boone County Democrats

Brian Goldstein, Executive Director of the Boone County Democrats (and a personal friend of mine), recently asked me if I was interested in posting commentary to the Boone County Democrat blog, here. I don’t think this will result in me posting here less (actually, I hope to increase the quality and amount I write here substantially). I hope to stick to commentary from an economic or analytical framework and hope to not get drawn into the partisan flame-wars that unfortunately characterize our political discourse (though I feel I’ve been as guilty as any).

Here is my first post for the Boone County Democrats; it provides a partial analysis of Representative Mary Still’s payday reform bill. I have written on the subject earlier this year when Rep. Still held a forum in Columbia to discuss the issue, here.

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Title IX and Female Achievement

This is a rather stunning statistic, actually:

Using a complex analysis, Dr. Stevenson showed that increasing girls’ sports participation had a direct effect on women’s education and employment. She found that the changes set in motion by Title IX explained about 20 percent of the increase in women’s education and about 40 percent of the rise in employment for 25-to-34-year-old women.

He (Kaestner) found that the increase in girls’ athletic participation caused by Title IX was associated with a 7 percent lower risk of obesity 20 to 25 years later, when women were in their late 30s and early 40s. His article was published this month in the journal Evaluation Review.

The article here in the NYT notes that there is no public health program that can claim success on this magnitude. Indeed, I can’t think of any. The effects appear robust for both sexes. It suggests that funding extracurriculars, and particularly sports, should be a higher priority for policymakers.

Here is Dr. Stevenson’s page at Wharton; you can find her Title IX work here ungated. Here is the Kaestner paper referenced in the second quoted paragraph (ungated).

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Assorted Links

1. A. S. Byatt: I am eternally grateful that despite all our research we really know nothing much about Shakespeare.

2. Does anyone know anything about how good Chartbeat‘s real time analytics are?

3. ‘Sand Wars

4. A prescient Umberto Eco in 1994 on the future of the Book

5. Established industries engage in rent-seeking behavior, St. Louis edition. (NB: here is the wiki on rent-seeking).

Great Moments in Product History: The Birth of Reconstituted Tobacco

From N. Tilley’s “The R. J. Reynolds Tobacco Company“, pg 492-3:

Between 24 June and 5 August 1946, Kapp, Holland, and Jones worked out the basic produced for making sheets of reconstituted tobacco for use in cigarettes. It involved the extraction of tobacco flavoring derived from water, stems, and scrap. To form the sheet of tobacco fibrous materials, stems were pulped and used with fines (unusually small pieces of scrap). After it was pressed, dried, and tested, tobacco extract was sprayed on the sheet.

In view of the different burning qualities of stems and leaf, the conversion of stems, fragmented leaf, and tobacco dust into strips of even and excellent quality represented a significant accomplishment. On 13 July 1949, Reynolds management approved to construction of a plant to produce 10,000 pounds of reconstituted leaf per day.

I’m also reminded of the name they use for Velveeta-like cheeses, ‘processed cheeses‘.

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Google Doesn’t Lie: Evidence of Racism During the Katrina Tragedy

Here is the wikipedia timeline for Hurricane Katrina in 2005. Note particularly formation (Aug. 23rd), Florida landfall (Aug 25th), Louisiana landfall (Aug. 29th), Gov. Blanco orders evacuation of New Orleans (Aug. 30th). The Senate passed the relief bill, rumors of looting began to filter through the media, and Kanye called out President Bush on MTV on the 1st of September.

The following graph is trend data from Google’s Insights for Search tool for the search term ‘niggers’. Note the first real deviation from the trend as searches begin to really spike somewhere within Aug. 29-31. The peak is on September 3rd, and by the 11th of September searches have reverted to their normal rate.

Search Trend for 'Niggers' August 2005-September 2005

Here are the geographic distribution and the list of top searches during this period.

Geographic Distribution and Top Searches, Aug. 2005-Sept. 2005

The story here seems pretty simple; large-scale natural disaster in a prominent city with a majority black population (67.5%) seems to have provoked a pattern of racial animosity that is visibly concentrated in California, Texas, Florida, and New York. Keep in mind that this picture is incomplete for at least two reasons. First, Google’s search data may not be fully aggregated and indexed or have been made searchable yet. Second, the search data is incomplete because people can block their information from being tagged with geographical parameters. And there may be other idiosyncratic reasons as to why the data is severely under-reported, but there is nothing I can see that mitigates the conclusion that a non-negligible group of Americans continues to harbor vicious racial animosity.

Here, by the way, is the link to the Google Insight for Search page that this data came from.

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Line of the Day, Trumpets Edition

My friend Scott Clemens, a pianist, on Dr. Michael Budds on the trumpet: Dr. Budds loves arguing that the trumpet is the most egotistical and  phallic of instruments*, and there is nothing quite like a trumpet to communicate the climax or high point of music (and you should know exactly what that represents).

*Particularly in light of Beethoven and Wagner.

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Master Recital with Leonard Candelaria

I just saw master trumpeter Leonard Candelaria perform with accompaniment on piano from Natalia Bolkshakova at the Whitmore Recital Hall on the University of Missouri-Columbia campus. The recital to my understanding did not follow the program notes exactly here are my thoughts:

Abblasen (Gottfriend Reiche, 1667-1739): A short piece (1 min?) taken from notes in an inscription? or painting? The piece was played on the piccolo trumpet, an instrument that produced sharp, high brassy notes that were less dense and weighty that I expected. If I understood Candelaria correctly, this piece might be authored by Bach and not Reiche, but who knows.

Allegra Spiritoso (first movement), Concerto in D (Giuseppe Tartini, 1693-1770): Again with the piccolo trumpet and accompanied by the piano. There sometimes an awkwardness when you pair the piano, with its mellow fluidity, with wind instruments, which are brighter, brassier, and more punctuated. This piece seemed to work well thought.

Caprice (Joseph Turrin, b. 1947): I wasn’t able to take notes on the trumpet used in this piece, but it was a bright, jaunty piece of music that played deftly with mood and pace. Candelaria was able to use the diversity of the instrument well; overall, the piece had a coy, flighty mood that played with emotion and tone well.

La virgen de la Macarena (‘The Bull Fighter’s Song’, Benardo Monterde 1880-1959, arr. Rafael Mendez and Charles Koff): the story of Rafael Mendez was the most interesting part of Candelaria’s brief notes; Mendez was a musician who went to Detroit as a laborer in the automobile industry, was discovered through the local music scene, and made a career in California as a top performer.

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Assorted Links

1. “The spiritually transformed firearms of Jesus Christ” or how to not alienate and piss off Muslims.

2. What the Snuggie can teach us about branding.

3. The philosophy of taste.

4. How to make deliveries to stations in the Earth’s orbit for $250 a pound.

5. A simple theory of political jobs: One implication is that paying politicians more, and giving them more privacy, would lead to less craven behavior.

Math Animation of the Day

How to turn a sphere inside out.

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Line of the Day

From a paper titled The Extended Mind by Clark and Chalmers:

Thus consider the use of pen and paper to perform long multiplication (McClelland et al 1986, Clark 1989), the use of physical re-arrangements of letter tiles to prompt word recall in Scrabble (Kirsh 1995), the use of instruments such as the nautical slide rule (Hutchins 1995), and the general paraphernalia of language, books, diagrams, and culture.

Walking In Circles

Jan Souman et al in the September issue of Current Biology:

Common belief has it that people who get lost in unfamiliar terrain often end up walking in circles. Although uncorroborated by empirical data, this belief has widely permeated popular culture. Here, we tested the ability of humans to walk on a straight course through unfamiliar terrain in two different environments: a large forest area and the Sahara desert. Walking trajectories of several hours were captured via global positioning system, showing that participants repeatedly walked in circles when they could not see the sun. Conversely, when the sun was visible, participants sometimes veered from a straight course but did not walk in circles. We tested various explanations for this walking behavior by assessing the ability of people to maintain a fixed course while blindfolded. Under these conditions, participants walked in often surprisingly small circles (diameter < 20 m), though rarely in a systematic direction. These results rule out a general explanation in terms of biomechanical asymmetries or other general biases [1], [2], [3], [4], [5] and [6]. Instead, they suggest that veering from a straight course is the result of accumulating noise in the sensorimotor system, which, without an external directional reference to recalibrate the subjective straight ahead, may cause people to walk in circles.

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Cigarettes Contain Infectious Bacterial Pathogens Line of the Day

The commercially-available cigarettes that we tested were chock full of bacteria, as we had hypothesized, but we didn’t think we’d find so many that are infectious in humans, explains Sapkota, who holds a joint appointment with the University’s Maryland Institute for Applied Environmental Health and the Department of Epidemiology and Biostatistics.

“If these organisms can survive the smoking process—and we believe they can—then they could possibly go on to contribute to both infectious and chronic illnesses in both smokers and individuals who are exposed to environmental tobacco smoke,” Sapkota adds. “So it’s critical that we learn more about the bacterial content of cigarettes, which are used by more than a billion people worldwide.”

Link here. Researchers from the Ecole Centrale de Lyon were also involved.

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On Reforming the Missouri Payday Loan Industry

This Monday I attended a legislative forum on payday loans held by Missouri House representative Mary Still (D, MO-25). Also on the panel were Representatives Stephen Webber (D, MO-23), Chris Kelly (D, MO-24), John Burnett (D, MO-40) and Charlie Norr (D, MO-137). Roughly 18 people were scheduled to testify though unfortunately I was only able to be there for the first 5-7 or so witnesses. Here is the Columbia Tribune covering; here is coverage from the Columbia Missourian.

The big concern with payday lending is that we want to prevent people from overborrowing. It is a simple scenario: people in financial difficulty borrow money and can’t repay the loan on time, so the loan rolls over with additional fees or interest, aggravating an already difficult financial situation. As an outcome, this is undesirable, particularly when the victims are vulnerable to exogenous economic shocks and politically weak, like single mothers, or people with terminal illnesses living on a very limited income.

So what are the problems with payday lending? My biggest problem with both sides of the debate is a lack of data. Or rather, a lack of clear data. Payday loan providers tend to show off their own data that claiming that people who take out these loans are generally financially stable and use them as bridge loans. But data from organizations dealing with complaints (473 in Missouri in 2008) about payday lenders show that people making complaints are generally low-income and not financially stable. Some complaints also highlight questionably ethical or downright illegal conduct by payday loan companies in collecting debts, from vicious harassment to threats of jail or violence (this is particularly undesirable when it impacts the poor and politically weak). But we don’t know the true size or magnitude of these problems since neither sides of the market have incentives to accurately self-report (we can safely assume some proportion of consumer complaints are efforts to game the system and not legitimate complaints, though the Better Business Bureau does distinguish between legitimate complaints and illegitimate complaints).

Payday loan companies might be truly reporting the consumer data that they have. But there is no guarantee that their data is correct. Generally the only vetting of clients happens through an employment check, and clients may have incentives to provide deceptive or misleading information to get loans. So that data set may have serious problems. But data from organizations like the Better Business Bureau also faces some selection bias: it is likely that their survey data comes from people looking to use these legal structures to force a renegotiation of their loan terms or have registered complaints about the conduct of loan companies (I was unable to find a methodological note on their 2007 survey of 3,700 borrowers, which is important given that the industry did 2.8 million loans in Missouri in 2008). So BBB data may not include input from a representative sample of customers. I also don’t trust a lot of the data on industry profits, which this study by Tobacman and Skiba puts at around 10.1% (here is a Columbia Tribune article that provides an unattributed statistic of 6.6% for the 5 biggest payday lending companies). The problem with profit data from payday lenders is that a large number of transactions happen in cash, which leads me to believe that  there is some level of revenue that companies have the option of keeping off their books.

Here more data is useful in determining the size of the market and the impact of regulation. But we don’t need it to claim that the existence of claims alleging serious misconduct by businesses merits attention. What we do need is a cost benefit analysis that examines the incentives the market faces. Specifically, if regulation is enacted (and it is fairly well demonstrable that even basic regulations curtail payday lending operations substantially) where does the market re-locate? A possibility is that some of this business becomes part of the black or grey market. Is it worse to be gouged by regulated providers (companies with business licenses) or gouged by unregulated providers? Do markets with unregulated providers have better ability to vet clients, make better loans, and have fewer negative outcomes, since they aren’t constricted by the law? Do those markets have better social outcomes, despite the absence of legal protections for either party? Or do black markets end up looking up like the Mafia? This line of questioning is to me unanswered, but there are valuable lessons for the market in the economic literature.

Jon Zinman of Dartmouth has a forthcoming paper in the Journal of Banking and Finance that examines credit market substitutions that consumers make in the absence of access to credit. It finds that the market looks different when interest caps are in effect: payday loan providers start charging larger service fees where they still exist and households shift to credit cards and bank overdrafts to find liquidity. Zinman finds particularly Oregon interest rate caps left households worse off when their options for liquidity were curtailed by the exit of payday loan providers.

So there are two differing theories on expensive loans. First there is the idea that access to expensive credit leaves a percentage of users (we don’t know what percentage) worse off, because they aggravate the financial distress of people already struggling. There are several models in the economic and behavioral literature that support this. I point particularly to Rabin and O’Donohue in 2006, along with Carrell and Zinman 2008 (payday loans make airmen in the USAF worse off), and Campbell et al 2008 (where payday loans exist people are more likely to have their bank accounts involuntarily closed).

On the other side of the debate are arguments that restricting access to credit is bad. Here is Karlan and Zinman defending usury in the Wall Street Journal. Here is Deyoung also in the WSJ, looking at firm-level microdata from Colorado and concluding that regulation increases the cost of credit which leaves consumers worse off. Here is Adair Morse, who examines data from disaster financiers during the San Francisco earthquake and finds out that even expensive credit is key to maintaining the pre-disaster trends in human well-being (using human welfare indicators like the number of births, deaths, foreclosures, and substance abuse). And here is Greg Elliehausen who finds that consumers act rationally in calculating the costs of high-interest loans (my thought: the fact that consumers make rational calculations doesn’t mean that calculations are right or that outcomes are optimal, ex: the subprime loan market).

The problem that we face is that both sides of the debate are true in some fashion. Studies on both sides are hobbled by selection biases at some level. Morse, particularly, notes that her study faces a huge selection bias: people applying for disaster financing in San Fransisco are not representative of people applying for payday loans in conditions of economic instability, nor are the data on outcomes generally capable of catching people who are left worse off. Interesting aside: Morse references the Italian immigrant who later founded the Bank of America after events left him in a position to be a monopoly supplier of loans after the earthquake.

Perhaps regulation should focus on improving the vetting process, to select out the people who are likely to be worse off if they obtained a high interest loan. That avenue isn’t attractive to me because as a libertarian I distrust paternalistic government, but if we can establish that some level of regulation minimizes or eliminates undesirable social outcomes then it is better than the status quo. I do caution against regulations that drive this market underground because that hurts our ability to be conscious of its existence and as social engineers the limits on what we know about populations is very meaningful in terms of what we can or can’t conceptualize in terms of solutions.

I think that the lesson from the economic literature is that populations are not homogenous, generally, and that there are sectors of the market that would benefit from regulation, specifically the slice of consumers who would be left worse off in the case of default. It is also a very pertinent question of social policy as to how we can aid or assist this sector of the population without incentivizing free-riders. The difficulty lies in tranching the payday loan market without closing it.

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From the Search Logs

Someone found this blog with the search query “Steve Strogatz is gay”. A curious thing to be searching for; Strogatz is a well-known mathematician specializing in nonlinear dynamical systems and chaos theory, among others. Why you’d care if he’s gay is quite beyond me, but I guess someone does. Presumably they got this post.

strogatz gay