Tuesday, December 19, 2017

DECEMBER 14 2017


Michael Anson, David Bholat, Miao Kang and  Ryland Thomas, BoE: Looking inside the ledgers: the Bank of England as a Lender of Last Resort. The Bank’s generosity fell unevenly— typically the top fifth of borrowers received over three-fourths of the amounts lent. However, we have found no evidence that the Bank preferred lending to its existing customers i.e. those who held current accounts with the Bank’s Drawing Office, versus others. In sum, we find that the Bank developed into a textbook lender of last resort over the course of the three great crises of the mid-nineteenth century. Strikingly, it did so before Bagehot wrote his canonical text. But our paper barely scratches the surface of the historical treasures buried below Threadneedle Street in the Bank’s archives.
John Haltiwanger, Henry Hyatt, and Erika McEntarfer, NBER Digest: Who Moves Up the Job Ladder? We examine demographic patterns in job ladder mobility over the business cycle. Upward movement of workers on a "job ladder" from low-productivity to high-productivity firms is heavily dependent on the business cycle. During booms, net employment at high-productivity firms grows faster than at low-productivity firms, resulting in workers moving up the ladder. During busts, these upward job-to-job changes essentially stop. Net employment flows are instead driven by layoffs, with low-productivity firms losing comparatively more workers than their higher-productivity counterparts.

Barry Eichengreen, Project Syndicate: Two Myths About Automation. While many people believe that technological progress and job destruction are accelerating dramatically, there is no evidence of either trend. In reality, total factor productivity, the best summary measure of the pace of technical change, has been stagnating since 2005 in the US and across the advanced-country world.
Katja Mann, Lukas Püttmann, VOX EU: Benign effects of automation: New evidence from patent texts. Researchers disagree over whether automation is creating or destroying jobs. This column introduces a new indicator of automation constructed by applying a machine learning algorithm to classify patents, and uses the result to investigate which US regions and industries are most exposed to automation. This indicator suggests that automation has created more jobs in the US than it has destroyed.

Thomas Piketty, Le Monde: Trump, Macron: same fight. It is customary to contrast Trump and Macron: on one hand the vulgar American businessman with his xenophobic tweets and global warming scepticism; and on the other, the well-educated, enlightened European with his concern for dialogue between different cultures and sustainable development. All this is not entirely false and rather pleasing to French ears. But if we take a closer look at the policies being implemented, one is struck by the similarities. In particular, Trump, like Macron, has just had very similar tax reforms adopted. In both cases, these constitute an incredible flight in the direction of fiscal dumping in favour of the richest and most mobile.
James R. Flynn, Michael Shayer, Science Direct: IQ decline and Piaget: Does the rot start at the top? The IQ gains of the 20th century have faltered. Losses in Nordic nations after 1995 average at 6.85 IQ points when projected over thirty years. On Piagetian tests, Britain shows decimation among high scorers on three tests and overall losses on one. The US sustained its historic gain (0.3 points per year) through 2014. The Netherlands shows no change in preschoolers, mild losses at high school, and possible gains by adults. When a later cohort is compared to an earlier cohort, IQ trends vary dramatically by age. Piagetian trends indicate that a decimation of top scores may be accompanied by gains in cognitive ability below the median. They also reveal the existence of factors that have an atypical impact at high levels of cognitive competence. Scandinavian data from conventional tests confirm the decimation of top scorers but not factors of atypical impact. Piagetian tests may be more sensitive to detecting this phenomenon.

Woodley of Menie, Michael A., APA PsycNET: What Causes the Anti-Flynn Effect? A Data Synthesis and Analysis of Predictors. Anti-Flynn effects (i.e., secular declines in IQ) have been noted in a few countries. Much speculation exists about the causes of these trends; however, little progress has been made toward comprehensively testing these. A synthetic literature search yielded a total of 66 observations of secular IQ decline from 13 countries, with a combined sample size of 302,234 and study midyears spanning 87 years, from 1920.5 to 2007.5. Multilevel modeling (MLM) was used to examine the effect of study midyear, and (after controlling for this and other factors) hierarchical general linear modeling (GLM) was used. The MLM revealed that the anti-Flynn effect has strengthened in more recent years. Index of Biological State was not a significant predictor; however immigration predicted the decline, indicating that high levels of immigration promote the anti-Flynn effect.

DECEMBER 7 2017


Almog Adir, Simon Whitaker, BoE: Do rich countries lend to poor countries? In the last few years there has been a small net overall flow of capital from advanced to emerging market economies (EMEs), in contrast to the ‘paradox’ prevailing for much of this century of capital flowing the ‘wrong’ way, uphill from poor to rich countries.  In this post we show the ‘paradox’ in the aggregate flows actually concealed private capital flowing the ‘right’ way for much of the time.  And even during recent turbulence, foreign direct investment (FDI) flows, likely to be particularly beneficial to growth, have persisted.  But EMEs could still benefit more from harnessing capital from advanced economies and Argentina has set a useful precedent as it prepares to take over the Presidency of the G20 in 2018.
 
Amanda Bayer, David Wilcox, FED: The Unequal Distribution of Economic Education: A Report on the Race, Ethnicity, and Gender of Economics Majors at US Colleges and Universities. The distribution of economic education among US college graduates is quite unequal: female and underrepresented minority undergraduates, collectively, major in economics at 0.36 the rate that white, non-Hispanic male students do. This paper makes a four-part contribution to address this imbalance. First and foremost, we provide detailed comparative data at the institution level to provoke and inform the attention of economists and senior administrators at colleges and universities, among others. Second, we establish a definition of full inclusion in economic education on college and university campuses and use that definition to evaluate the status quo and to compare institutions. Third, we illuminate the reasons why the need to improve the distribution of economic education is urgent, including the imperative to support economic policymaking. Lastly, we point the way forward, identifying both currently available resources and reasonable next steps for all involved parties to take.
 
Joshua Hyman, AEA: Does Money Matter in the Long Run? Effects of School Spending on Educational Attainment. This paper measures the effect of increased primary school spending on students’ college enrollment and completion. Using student-level panel administrative data, I exploit variation in the school funding formula imposed by Michigan’s 1994 school finance reform, Proposal A. Students exposed to $1,000 (10 percent) more spending were 3 percentage points (7 percent) more likely to enroll in college and 2.3 percentage points (11 percent) more likely to earn a postsecondary degree. The effects were concentrated among districts that were urban and suburban, lower poverty, and higher achieving at baseline. Districts targeted the marginal dollar toward schools serving less-poor populations within the district.
 
Elizabeth Dhuey, David Figlio, Krzysztof Karbownik, Jeffrey Roth, NBER: School Starting Age and Cognitive Development. We present evidence of a positive relationship between school starting age and children’s cognitive development from age 6 to 15 using a regression discontinuity design and large-scale population-level birth and school data from the state of Florida. We estimate effects of being relatively old for grade (being born in September versus August) that are remarkably stable – always just around 0.2 SD difference in test scores – across a wide range of heterogeneous groups, based on maternal education, poverty at birth, race/ethnicity, birth weight, gestational age, and school quality. While the September-August difference in kindergarten readiness is dramatically different by subgroup, by the time students take their first exams, the heterogeneity in estimated effects effectively disappears. We document substantial variation in compensatory behaviors targeted towards young for grade children. While the more affluent families tend to redshirt their children, young for grade children from less affluent families are more likely to be retained in grades prior to testing. School district practices regarding retention and redshirting are correlated with improved outcomes for the groups less likely to use those remediation approaches (i.e., retention in the case of more-affluent families and redshirting in the case of less-affluent families.) We also study college and juvenile detention outcomes using administrative data from a large Florida school district, and show that being an older age at school entry increases children’s college attainment and reduces the likelihood of being incarcerated for juvenile crime.
 
Matthew Smith et al: US Treasury Department. Capitalists in the Twenty-First Century. Have passive rentiers replaced the working rich at the top of the U.S. income distribution? Using administrative data linking 10 million firms to their owners, this paper shows that private business owners who actively manage their firms are key for top income inequality. Private business income accounts for most of the rise of top incomes since 2000 and the majority of top earners receive private business income most of which accrues to active owner-managers of mid-market firms in relatively skill-intensive and unconcentrated industries. Profit falls substantially after premature owner deaths. Top-owned firms are twice as profitable per worker as other firms despite similar risk, and rising profitability without rising scale explains most of their profit growth. Together, these facts indicate that the working rich remain central to rising top incomes in the twenty-first century.
 
Federica Liberini, Andrew J. Oswald, Eugenio Proto, Michela Redoano, IZA: Was Brexit Caused by the Unhappy and the Old? This paper uses newly released information, from the Understanding Society data set, to examine the characteristics of individuals who were for and against Brexit. Two key findings emerge. First, unhappy feelings contributed to Brexit. However, contrary to commonly heard views, the key channel of influence was not through general dissatisfaction with life. It was through a person's narrow feelings about his or her own financial situation. Second, despite some commentators' guesses, Brexit was not caused by old people. Only the very young were substantially pro-Remain.
 
Trenton G. Smith, Steven Stillman, Stuart Craig, IZA: 'Rational Overeating' in a Feast-or-Famine World: Economic Insecurity and the Obesity Epidemic. Obesity rates have risen dramatically in the US since the 1980s, but well-identified studies have struggled to explain the magnitude of the observed changes. In this paper, we estimate the causal impact of economic insecurity on obesity rates. Specifically, we construct a synthetic panel of demographic groups over the period 1988 to 2012 by combining the newly developed Economic Security Index (ESI) with data from the National Health and Nutrition Examination Surveys (NHANES). According to our estimates, increased economic insecurity over this time period explains 50% of the overall population-level increase in obesity.
 
Phoebe Weston, Mail: Lefties are good at fast-paced sports such as tennis and cricket because their technique confuses opponents. Greater the time pressures in a game, the greater the number of lefties. In sports like cricket and table tennis it was a great advantage to be left-handed. In slower games like distribution of left-handers mirrored the general population. Dr Florian Loffing believes his findings are supported by the 'fighting hypothesis'. This suggests unfamiliarity gives people an edge in combat.
 

NOVEMBER 30 2017


Olivier J. Blanchard, NBER: Should we Get rid of the Natural Rate Hypothesis? 50 years ago, Milton Friedman articulated the natural rate hypothesis. It was composed of two sub-hypotheses: First, the natural rate of unemployment is independent of monetary policy. Second, there is no long-run trade-off between the deviation of unemployment from the natural rate and inflation. Both propositions have been challenged. The paper reviews the arguments and the macro and micro evidence against each. It concludes that, in each case, the evidence is suggestive, but not conclusive. Policy makers should keep the natural rate hypothesis as their null hypothesis, but keep an open mind and put some weight on the alternatives
Björn Tyrefors Hinnerich et al., Research Institute of Industrial Economics: Extended right to vote kick-started the economic development in Sweden: How important are political rules for economic growth? Recent work supports theories that changes in political institutions can be key determinants of economic institutions and growth. We examined the impact of Sweden’s 1862 suffrage reform, which extended the voting rights of industrialists. Using a unique data set they found that the reform was a key factor in Sweden’s growth miracle because it gave industrialists more political clout, kick-starting the process.

Emmanuel Saez, Benjamin Schoefer, David Seim, VOX: The effects of employer payroll tax cuts on employment, business activity and wages.  Cuts to the employer portion of payroll taxes are often discussed as a policy lever to reduce labour costs for firms. This column examines the effects of a Swedish experiment which dramatically cut employer payroll taxes for young workers between 2007 and 2015. The tax cut reduced youth unemployment by 2-3 percentage points, without any differential increase in wages of young workers. Firms used the tax windfall to expand employment and business activity, and firms with larger tax windfalls raised wages for workers – both young and old – collectively.
Lisa A. Robinson, James K. Hammitt, Harvard: Assessing the Distribution of Impacts in Global Benefit‐Cost Analysis. There is widespread agreement that benefit‐cost analyses should be supplemented with information on how the impacts are distributed across individuals with different characterics (such as income). Yet reviews of completed analyses suggest that such information is rarely provided. Conventionally, benefit‐cost analysis focuses on economic efficiency, summing the values of a policy’s costs and benefits based on the preferences of those affected. Decision‐makers and other stakeholders typically find this information useful but insufficient; they also want to know who is harmed and who is helped and by how much. The goal of this paper is therefore relatively simple: to encourage analysts to provide information on the distribution of net benefits throughout the population in addition to assessing the overall impacts of the policy.

Jon Kristian Pareliussen, OECD: How self-sorting affects migrants’ labour market outcomes. Assuming that immigrants select destinations according to absolute returns to their observable and unobservable human capital, I present a human capital model of migration accounting for taxes, transfers and limited portability of skills. The model predicts both segmented sorting of migrants to countries with a compressed income distribution, with negative sorting increasing with lower portability and positive sorting increasing with portability. Sorting to countries with greater income dispersion increases unambiguously with host-country relevant skills. Migrants to countries with compressed incomes will hence be more likely to be either out of work or overqualified and low-paid compared to natives with similar observable skills, and compared to migrants to countries with greater income dispersion. Regressions results on data for 16 OECD countries from the OECD Survey of Adult Skills are in line with the model. Controlling for observable skills and characteristics, including a literacy test score, immigrants from countries that are less wealthy or further away in geographical and cultural distance are significantly more likely to be either out of work or overqualified and low-paid in high-benefit countries. Wage compression, generous transfers and high taxes, typical traits of the so-called “Nordic” or “Flexicurity” model, may therefore contribute to making immigrant integration more challenging.
David H. Autor, Christopher J. Palmer, Parag A. Pathak, NBER: Gentrification and the Amenity Value of Crime Reductions: Evidence from Rent Deregulation. Gentrification involves large-scale neighborhood change whereby new residents and improved amenities increase property values. In this paper, we study whether and how much public safety improvements are capitalized by the housing market after an exogenous shock to the gentrification process. We use variation induced by the sudden end of rent control in Cambridge, Massachusetts in 1995 to examine within-Cambridge variation in reported crime across neighborhoods with different rent-control levels, abstracting from the prevailing city-wide decline in criminal activity. Using detailed location-specific incident-level criminal activity data assembled from Cambridge Police Department archives for the years 1992 through 2005, we find robust evidence that rent decontrol caused overall crime to fall by 16 percent—approximately 1,200 reported crimes annually—with the majority of the effect accruing through reduced property crime. By applying external estimates of criminal victimization’s economic costs, we calculate that the crime reduction due to rent deregulation generated approximately $10 million (in 2008 dollars) of annual direct benefit to potential victims. Capitalizing this benefit into property values, this crime reduction accounts for 15 percent of the contemporaneous growth in the Cambridge residential property values that is attributable to rent decontrol. Our findings establish that reductions in crime are an important part of gentrification and generate substantial economic value. They also show that standard cost-of-crime estimates are within the bounds imposed by the aggregate price appreciation due to rent decontrol.

Janet M. Currie, Contemporary Economic Policy: Inequality in Mortality over The Life Course: Why Things Are Not As Bad As You Think. Recent research shows increasing inequality in mortality among middle-aged and older adults. But this is only part of the story. Inequality in mortality among young people has fallen dramatically in the United States converging to almost Canadian rates. Increases in public health insurance for U.S. children, beginning in the late 1980s, are likely to have contributed.
Carrie Arnold, Quanta Magazine: Choosy Eggs May Pick Sperm for Their Genes, Defying Mendel’s Law. The oldest law of genetics says that gametes combine randomly, but experiments hint that sometimes eggs select sperm actively for their genetic assets. Random fertilization should lead to specific ratios of gene combinations in offspring, but Nadeau has found two examples just from his own lab that indicate fertilization can be far from random: Certain pairings of gamete genes are much more likely than others. After ruling out obvious alternative explanations, he could only conclude that fertilization wasn’t random at all. “It’s the gamete equivalent of choosing a partner,” Nadeau said. His hypothesis – that the egg could woo sperm with specific genes and vice versa – is part of a growing realization in biology that the egg is not the submissive, docile cell that scientists long thought it was. Instead, researchers now see the egg as an equal and active player in reproduction, adding layers of evolutionary control and selection to one of the most important processes in life.

Thursday, November 30, 2017

NOVEMBER 23 2017


Kurt G. Lunsford, Cleveland Fed: Productivity Growth and Real Interest Rates in the Long Run. Despite the unemployment rate's return to low levels, inflation-adjusted or "real" interest rates have remained negative. One popular explanation for persistently negative real interest rates is that long-run productivity growth has slowed. I study the long-run relationship between real interest rates and productivity growth from 1914 to 2016 and find a negative correlation between these two variables. Hence, low productivity growth has been historically associated with high real interest rates. Since World War II, the correlation between these variables has been near zero. This suggests that slow long-run productivity growth is not driving real interest rates to be persistently negative.
Jonathan Rothwell, NYT: Myths of the 1 Percent: What Puts People at the Top. Dispelling misconceptions about what’s driving income inequality in the U.S. In the United States, the richest 1 percent have seen their share of national income roughly double since 1980, to 20 percent in 2014 from 11 percent. No other nation in the 35-member Organization for Economic Cooperation and Development is as unequal among those with comparable tax data, and none have experienced such a sharp rise in inequality. In Denmark, the share of income going to the top 1 percent rose to 6 percent from just 5 percent. In the Netherlands, there was essentially no increase from 6 percent levels. Britain (6 percent to 14 percent) and Canada (9 percent to 14 percent) had notable increases in top-income earnings, but not as large as those in the United States. The United States imports only a small fraction of the value of its total economy, whereas Denmark and the Netherlands are highly dependent on imports. Tech industries in the United States have contributed just a tiny bit to the rise of the 1 percent, and the salaries of engineers and software developers rarely reach the 1 percent threshold of an annual income of $390,000. There is no correlation between changing immigration shares since 1990 and rising top-income shares. In fact, the countries that have absorbed the most immigrants — on a per-capita basis — have seen overall income inequality (measured by the Gini coefficient) fall.
Ghazala Azmat, Rosa Ferrer, Microeconomic Insights: Gender gaps among high-skilled professionals: the case of US lawyers. Given that there are gender gaps in career outcomes even for individuals with similar educational background and training, to what extent are they attributable to differences in measured performance? The legal profession assesses performance using two measures that are widely used and comparable across law firms: the annual number of hours billed to clients; and the annual amount of new client revenue generated. Using data on a representative cohort of young lawyers in the United States who graduated from law school in 2000, we study gender gaps in hours worked, performance, earnings and promotion to partner. Simple descriptive analysis shows that male lawyers bill 10% more hours to clients and bring in more than twice as much new business than female lawyers. We find that the difference in hours billed is largely explained by the difference in hours worked. In other words, per hour worked, women bill as many hours as men, but client revenue per hour worked is lower for women than men. Performance gaps explain a substantial share of the gender gaps in earnings.
Peter Lindert, VOX. The rise and future of progressive redistribution. There has been a blossoming of research into fiscal incidence by income class. This column combines century-long histories for Britain and South American countries with previous research to offer a global history of government income redistribution. Contrary to some allegations, the shift towards progressivity in government budgets over the last 100 years has not been reversed since the 1970s. Among democratic welfare states, the closest thing to a demonstrable reversal was Sweden’s partial retreat since the 1980s. The rise in inequality since the 1970s therefore appears to owe nothing to a net shift government redistribution toward the rich.
Leander Heldring, James Robinson, Sebastian Vollmer, VOX: The origins of the Industrial Revolution. The Industrial Revolution is arguably the most important economic event in world history, and successful industrialisation continues to elude many developing countries today. This column argues that an important driver of industrialisation in England was the development of markets that allowed division of labour, innovation and, ultimately, social change. Institutional change, rather than advantageous geography, is the main driver of successful industrialisation in England.
Johnathan Watkins et al., BMJ Open: Effects of health and social care spending constraints on mortality in England: a time trend analysis. Time trend analyses were conducted to compare the actual mortality rates in 2011–2014 with the counterfactual rates expected based on trends before spending constraints. Spending constraints between 2010 and 2014 were associated with an estimated 45 368 higher than expected number of deaths compared with pre-2010 trends. Deaths in those aged ≥60 and in care homes accounted for the majority. Spending constraints, especially PES, are associated with a substantial mortality gap.
Josh Angrist, Pierre Azoulay, Glenn Ellison, Ryan Hill, Susan Feng Lu, VOX. Economics gets out more often: Using extramural citations to assess economic scholarship. Economics, and economists, are often accused of insularity and hubris, and of talking primarily to themselves in their research. This column uses a recent analysis of citations to and from other disciplines to show that this is no longer the case. Economics papers increasingly cite non-economic research, and other disciplines cite economists more often too. The data suggest that the rising quantity and quality of empirical research in economics has increased the relevance of the field to non-Economists.
David Grimm, Science: These may be the world’s first images of dogs—and they’re wearing leashes. Carved into a sandstone cliff on the edge of a bygone river in the Arabian Desert, a hunter draws his bow for the kill. He is accompanied by 13 dogs, each with its own coat markings; two animals have lines running from their necks to the man’s waist. The engravings likely date back more than 8000 years, making them the earliest depictions of dogs, a new study reveals. And those lines are probably leashes, suggesting that humans mastered the art of training and controlling dogs thousands of years earlier than previously thought.

NOVEMBER 16 2017


Fatih Karahan, Sean Mihaljevich, Laura Pilossoph, NY FED: Understanding Permanent and Temporary Income Shocks. Many labor economists have been interested in various shocks to earnings. How big are the more permanent shocks to earnings? How large are they relative to those that are temporary in nature? What are the sources of these shocks? Economists have estimated that in the early 1990s wage gains from job changes account for at least a third of early-career wage growth. Our results corroborate this finding: The strongest effect on permanent earnings comes from employer changes, with making one job switch erasing the negative scars of two nonemployment spells.
Sigridur Benediktsdottir, Gauti B. Eggertsson, Eggert Torarinsson NBER: The Rise, the Fall, and the Resurrection of Iceland. This paper documents how the Icelandic banking system grew from 100 percent of GDP in 1998 to 9 times GDP in 2008 when it failed. We estimate the output costs of the crisis, which was about average relative to the 147 banking crisis documented Laeven and Valencia (2012) and the 100 banking crisis documented by Reinhart and Rogoff (2014). Our computation of the governments direct costs, reveals that the recently concluded negotiation with foreign creditors may leave the Icelandic government in net surplus as a consequence of the crisis, although there is still some uncertainty about the ultimate cost and our benchmark estimate is a cost corresponding to 5 percent of GDP.
Enrico Moretti, Daniel J. Wilson, Microeconomic Insights: Where star scientists choose to locate: the impact of US state taxes. Our empirical analysis uncovers large effects of personal and business taxes on star scientists’ migration patterns. The probability of moving from an origin state to a destination state increases when the ‘net-of-tax rate’ (after-tax income) in the latter increases relative to the former.
Annette Alstadsæter, Niels Johannesen, Gabriel Zucman, NBER: Who Owns the Wealth in Tax Havens? Macro Evidence and Implications for Global Inequality. Drawing on newly published macroeconomic statistics, this paper estimates the amount of household wealth owned by each country in offshore tax havens. The equivalent of 10% of world GDP is held in tax havens globally, but this average masks a great deal of heterogeneity—from a few percent of GDP in Scandinavia, to about 15% in Continental Europe, and 60% in Gulf countries and some Latin American economies. We use these estimates to construct revised series of top wealth shares in ten countries, which account for close to half of world GDP. Because offshore wealth is very concentrated at the top, accounting for it increases the top 0.01% wealth share substantially in Europe, even in countries that do not use tax havens extensively. It has considerable effects in Russia, where the vast majority of wealth at the top is held offshore. These results highlight the importance of looking beyond tax and survey data to study wealth accumulation among the very rich in a globalized world.
Uri Gneezy et al., NBER: Measuring Success in Education: The Role of Effort on the Test Itself. Tests measuring and comparing educational achievement are an important policy tool. We experimentally show that offering students extrinsic incentives to put forth effort on such achievement tests has differential effects across cultures. Offering incentives to U.S. students, who generally perform poorly on assessments, improved performance substantially. In contrast, Shanghai students, who are top performers on assessments, were not affected by incentives. Our findings suggest that in the absence of extrinsic incentives, ranking countries based on low-stakes assessments is problematic because test scores reflect differences in intrinsic motivation to perform well on the test itself, and not just differences in ability.
Sarah Kuypers, Ive Marx, IZA: The Truly Vulnerable: Integrating Wealth into the Measurement of Poverty and Social Policy Effectiveness. This paper shows that real and financial assets can matter greatly when making assessments of who is poor and financially vulnerable. We introduce the concept of triple precariousness, afflicting households that not only have low income but also very low or non-existent assets to draw on for consumption needs, especially liquid assets. We analyse whether these households – whom we might call the truly vulnerable – have different characteristics from those that we identify as poor or needy on the basis of pure income based metrics. In an analysis for Belgium drawing on HFCS data, we show that households with a reference person that is young, unemployed, low educated, migrant, parent of dependent children, and above all a tenant are especially vulnerable in terms of their financial situation. By contrast, our assessment of the extent and depth of financial need among the elderly – a segment of society that is at a relatively high risk of income poverty – also changes. A substantial share of income poor elderly households own significant assets. We draw out some tentative consequences of these findings for anti-poverty and redistributive policies.
Dani Rodrik, Project Syndicate: How to Combat Populist Demagogues. We will never know whether greater honesty on the part of mainstream politicians and technocrats would have spared us the rise of nativist demagogues like Donald Trump in the US or Marine Le Pen in France. What is clear is that lack of candor in the past has come at a steep price.
Chris Thompson, Boon Mian Teo, PHYS ORG: Can you make a 10-year malt whisky in weeks? The chemistry says yes. So the chemistry of fast liquor is effectively sound, but how does it taste? Research at the Food Safety and Measurement Facility at the University of California, Davis has mapped the "chemical fingerprint" of 60 American whiskies. This study identified between 30 and 50 specific compounds that are responsible for differentiating the taste of one drop from another. In the case of Lost Spirits, they have published forensic data showing a favourable comparison to a 33-year old sample. More to the point, their Reactor Aged Islay Whisky recently won the coveted "Liquid Gold" standard.

NOVEMBER 9 2017


Christina D. Romer, David H. Romer, NBER:  Why Some Times Are Different:  Macroeconomic Policy and the Aftermath of Financial Crises. Analysis based on a new measure of financial distress for 24 advanced economies in the postwar period shows substantial variation in the aftermath of financial crises.  This paper examines the role that macroeconomic policy plays in explaining this variation.  We find that the degree of monetary and fiscal policy space prior to financial distress--that is, whether the policy interest rate is above the zero lower bound and whether the debt-to-GDP ratio is relatively low--greatly affects the aftermath of crises.  The decline in output following a crisis is less than 1 percent when a country possesses both types of policy space, but almost 10 percent when it has neither.  The difference is highly statistically significant and robust to the measures of policy space and the sample.  We also consider the mechanisms by which policy space matters.  We find that monetary and fiscal policy are used more aggressively when policy space is ample. Financial distress itself is also less persistent when there is policy space.  The findings may have implications for policy during both normal times and periods of acute financial distress.
Paul Schmelzing, BoE: Global real interest rates since 1311: Renaissance roots and rapid reversals. This post takes a longer-term view on real rates using a dataset going back over the past 7 centuries, and finds evidence that the trend decline in real rates since the 1980s fits into a pattern of a much deeper trend stretching back 5 centuries. Looking at cyclical dynamics, however, the evidence from eight previous “real rate depressions” is that turnarounds from such environments, when they occur, have typically been both quick and sizeable.
Ricardo Hausmann, Project Syndicate: The Moral Identity of Homo Economicus. Two recent books – Identity Economics by Nobel laureate George Akerlof and Rachel Kranton and The Moral Economy by Sam Bowles – indicate that a quiet revolution is challenging the foundations of the dismal science, promising radical changes in how we view many aspects of organizations, public policy, and even social life. The new revolution may have been triggered by an uncomfortable finding of the old one. Consider the so-called ultimatum game, in which a player is given a sum of money, say, $100. He must offer a share of that money to a second player. If the latter accepts the offer, both get to keep the money. If not, they both get nothing. Homo economicus would give $1 to the second player, who should accept the offer, because $1 is better than zero dollars. But people throughout the world tend to reject offers below $30. Why? The new revolution assumes that when we make choices, we do not merely consider which of the available options we like the most. We are also asking ourselves what we ought to do.
Gregory Clark, Andrew Leigh, Mike Pottenger, IZA: Immobile Australia: Surnames Show Strong Status Persistence, 1870–2017. The paper estimates long run social mobility in Australia 1870–2017 tracking the status of rare surnames. The status information includes occupations from electoral rolls 1903–1980, and records of degrees awarded by Melbourne and Sydney universities 1852–2017. Status persistence was strong throughout, with an intergenerational correlation of 0.7–0.8, and no change over time. Notwithstanding egalitarian norms, high immigration and a well-targeted social safety net, Australian long-run social mobility rates are low. Despite evidence on conventional measures that Australia has higher rates of social mobility than the UK or USA (Mendolia and Siminski, 2016), status persistence for surnames is as high as that in England or the USA. Mobility rates are also just as low if we look just at mobility within descendants of UK immigrants, so ethnic effects explain none of the immobility.
Alex Edmans, Vivian Fang, Allen Huang, VOX: The long-term consequences of short-term incentives. Worries about the dangers of short-term incentives for CEOs are rarely backed by rigorous evidence. This column uses data over a ten-year period to show that short-term contracts lead CEOs to undertake repurchases and M&A activity that have negative long-term consequences. The results suggest that the horizon of CEO incentives is a more important dimension to reform than the size of pay packets.
Pierre Cahuc, Sandra Nevoux, IZA: Inefficient Short-Time Work. This paper shows that the reforms which expanded short-time work in France after the great 2008-2009 recession were largely to the benefit of large firms which are recurrent short-time work users. We argue that this expansion of short-time work is an inefficient way to provide insurance to workers, as it entails cross-subsidies which reduce aggregate production. An efficient policy should provide unemployment insurance benefits funded by experience rated employers' contributions instead of short-time work benefits. We find that short-time work entails significant production losses compared to an unemployment insurance scheme with experience rating.
Karen Evelyn Hauge, Marte Eline Ulvestad, IZA Journal of Labor Policy: Having a bad attitude? The relationship between attitudes and sickness absence. Is sickness absence related to attitudes? Several studies point to attitudes as an important factor for sickness absence. We study the relation between sickness absence and attitudes towards possible reasons for sick leave, towards cheating and towards work, by linking a survey among Norwegian healthcare workers, aimed at identifying attitudes, to detailed data on sickness absence from the employers. We find that there is an association between sickness absence and certain attitudes but mainly for self-certified sick leave. Employees with more lenient attitudes towards sick leave have more self-certified sick leave, but not more GP-certified sick leave. Furthermore, we find no evidence of attitudes being able to explain the persistently observed differences is absenteeism between different demographic groups

NOVEMBER 2 2017


David Byrne, Dan Sichel, VOX: The productivity slowdown is even more puzzling than you think. One explanation given for the apparent recent slowdown in labour productivity growth in advanced economies is poor measurement. This column argues that while the available evidence on mismeasurement does not in fact provide an explanation for the slowdown, innovation is much more rapid than would be inferred from official measures, and on-going gains in the digital economy make the productivity slowdown even more puzzling. At the same time, this continued technical advance could provide the basis for a future pickup in productivity growth.

James J. Heckman, John Eric Humphries, Gregory Veramendi, IZA: The Non-Market Benefits of Education and Ability. This paper analyzes the non-market benefits of education and ability. Using a dynamic model of educational choice we estimate returns to education that account for selection bias and sorting on gains. We investigate a range of non-market outcomes including incarceration, mental health, voter participation, trust, and participation in welfare. We find distinct patterns of returns that depend on the levels of schooling and ability. Unlike the monetary benefits of education, the benefits to education for many non-market outcomes are greater for low-ability persons. College graduation decreases welfare use, lowers depression, and raises self-esteem more for less-able individuals.

Alana Semuels, The Atlantic: Why Does Sweden Have So Many Start-Ups? Studies have found that the more a country’s government spends per capita, the smaller the number of start-ups it tends to have per worker—the idea being that high income taxes reduce entrepreneurs’ expected gains and thus their incentive to launch new companies. And yet Sweden excels in promoting the formation of ambitious new businesses, on a level that’s unexpected for a country whose population of roughly 10 million puts it at 89th in the world in population size. Global companies like Spotify, the music-streaming service; Klarna, the online-payment firm; and King, the gaming company, were all founded here. Stockholm produces the second-highest number of billion-dollar tech companies per capita, after Silicon Valley, and in Sweden overall, there are 20 start-ups—here defined as companies of any size that have been around for at most three years—per 1,000 employees, compared to just five in the United States.

Richard Sutch, Social Science History: The One Percent across Two Centuries: A Replication of Thomas Piketty's Data on the Concentration of Wealth in the United States. This exercise reproduces and assesses the historical time series on the top shares of the wealth distribution for the United States presented by Thomas Piketty in Capital in the Twenty-First Century. I conclude that Piketty's data for the wealth share of the top 10 percent for the period 1870 to 1970 are unreliable. The values he reported are manufactured from the observations for the top 1 percent inflated by a constant 36 percentage points. Piketty's data for the top 1 percent of the distribution for the nineteenth century (1810–1910) are also unreliable. They are based on a single mid-century observation that provides no guidance about the antebellum trend and only tenuous information about the trend in inequality during the Gilded Age. The values Piketty reported for the twentieth century (1910–2010) are based on more solid ground, but have the disadvantage of muting the marked rise of inequality during the Roaring Twenties and the decline associated with the Great Depression. This article offers an alternative picture of the trend in inequality based on newly available data and a reanalysis of the 1870 Census of Wealth. This article does not question Piketty's integrity.

OECD: Preventing Ageing Unequally. Income at the same age used to increase from one generation to the next. Figure 1.15 shows real average income by age groups for cohorts born from the 1910s to the 1980s.13 Each successive cohort has been enjoying higher incomes than previous ones at the same age: for example, each birth decade between the 1910s and the 1950s had an income at age 60-64 that was on average 15% higher than that of the previous cohort. But the situation has changed: people born in the 1960s, who are now in their early fifties, have incomes which are not higher at the same age than those of the cohort born ten years earlier. The same applies to those born in the 1970s at age 40-44. This new pattern may well reflect the impact of the Great Recession, and the verdict is still out on whether this will result in persistently lower incomes of the affected cohorts.

The Economist, Why Finland wants the EU to abolish daylight saving time. After listening to several experts, a Finnish parliamentary committee concluded that the transition between times is anything but smooth. Changing the clocks causes short-term sleeping disorders, poorer work performance and potentially serious health problems, as well as hassle for transport and industry. Moreover, it does little to help those, like the Finns, who live at very high latitudes. In northern Finland, the sun does not set at all during the summer, and does not rise in the winter. A citizen’s initiative against time-turning deemed it a waste of time and effort, and clocked up 70,000 signatures. Despite an increasingly fragmented political landscape, this temporal topic has united the country’s politicians of all ideological orientations, from the left to the far-right. All 13 Finnish Members of European Parliament have pledged to work to abolish daylight saving time. Turkey and Russia have already scrapped it, and some American states are also questioning its usefulness. Yet Finnish MEPs will struggle to push up the agenda an issue that is both contentious and seemingly trivial. Coming from a country that gets only a few hours of sunlight a day during wintertime, they will need intense lobbying to convince EU bigwigs that every second counts.

Christopher S. Ruebeck, Joseph E. Harrington, Jr., Robert Moffitt, NBER: Handedness and Earnings. We examine whether handedness is related to performance in the labor market and, in particular, earnings. We find a significant wage effect for left-handed men with high levels of education. This positive wage effect is strongest among those who have lower than average earnings relative to those of similar high education. This effect is not found among women.

OCTOBER 26 2017


Ambrogio Cesa-Bianchi , Chris Redl,  Andrej Sokol and Gregory Thwaites, BoE: Does domestic uncertainty really matter for the economy? Volatile economic data or political events can lead to heightened uncertainty. This can then weigh on households’ and firms’ spending and investment decisions. We revisit the question of how uncertainty affects the UK economy, by constructing new measures of uncertainty and quantifying their effects on economic activity. We find that UK uncertainty depresses domestic activity only insofar as it is driven by developments overseas, and that other changes in uncertainty about the UK real economy have very little effect.
Pete Klenow, Huiyu Li, San Francisco FED: Missing Growth from Creative Destruction. When products disappear from the market with no substitutes from the same manufacturer, they may have been replaced by cheaper or better products from a different manufacturer. Official measurements typically approximate price changes from such creative destruction using price changes for products that were not replaced. This can lead to overstating inflation and, in turn, understating economic growth. A recent estimate suggests that around 0.6 percentage point of growth is missed per year. The bias has not increased over time, however, so it does not explain the slowdown in productivity growth.
Branko Milanovic, Globalinequality: Can mass mobilization wars increase income inequality? Now come two economic historians, Maria Gomez-Leon and Herman de Jong who using detailed data on social structure of England and Germany, and on the evolution of occupational wages and income from property for dozens of categories, calculate the so-called “dynamic social tables” for the two countries for the period 1900-1950. And what they find is that German inequality indeed increased during the Great War while English went down (see the graph). This could provide in part the explanation for who lost and who won the war, and thus might have political significance. But for people who deal with inequality it sends a message about contingencies and human agency: even things that appear to be very logical (that the war needs to be financed by the rich) and find strong empirical support in many cases, need not hold in all cases. That is, even a modern (20th century) mass mobilization wars may be accompanied by rising inequality—during the war years themselves.
Thomas Andersen, Jeanet Bentzen, Carl-Johan Dalgaard, Paul Sharp, VOX: Pre-reformation roots of the protestant ethic: Evidence of a nine centuries-old belief in the virtues of hard work stimulating economic growth. Examples of the interaction of religious influence and economic performance have occurred throughout history, most notable Weber’s argument of the ‘Protestant ethic’. This column uses an earlier example, of the Cistercian Catholic Order, to show that religious values did influence productivity and economic performance in England and across Europe. The effect of this historic influence has persisted to today.
Tyler Cowen, Bloomberg: The New Populism Isn't About Economics. Nationalist candidates are winning around the globe in growing economies. Another crisis is afoot. Among emerging economies, the Philippines moved from being an Asian growth laggard into some years of 8 percent growth. Voters responded by electing as president Rodrigo Duterte, one of the most aggressive and authoritarian populists around. In eastern Europe, Poland has been seeing average 4 percent growth for more than 25 years, yet the country has moved in a strongly nationalist direction, flirting with sanctions from the EU for limiting judicial independence. Hungary, Slovakia, Slovenia and now the Czech Republic all are much wealthier than 20 years ago and mostly have been booming as of late. Yet to varying degrees they too have moved in nationalist, populist and possibly even anti-democratic directions. So the next time you hear material discontent cited as driving electoral results, just remember that economic data are usually interpreted through a cultural lens.
Bert Van Landeghem, Anneleen Vandeplas, IZA: The Relationship between Status and Happiness. A large number of empirical studies have investigated the link between social status and happiness, yet in observational data identification challenges remain severe. This study exploits the fact that in India people are assigned a caste from birth. Two identical surveys of household heads (each with N=1000) in rural Punjab and Andhra Pradesh show an increasing pattern in economic welfare across the hierarchy of castes. This illustrates that at least in rural regions, one’s caste is still an important determinant for opportunities in life. Subsequently, we find that the castes at the top are clearly more satisfied than the lower and middle castes. This result, which is in line with predictions of all major social comparison theories, is robust across the two case studies. The pattern across low and middle castes, however, is less clear, reflecting the complex theoretical relationship between being of middle rank on the one hand, and behaviour, aspirations and well-being on the other hand. In the Punjab sample, we even find a significant U-shape, the middle castes being the least happy. Interestingly, these patterns resemble those found for Olympic Medalists (first documented by Medvec et al. 1995).
Erin Ross, AXIOS: Bird feeders might be changing bird beaks. Bird beaks might be evolving to better fit bird feeders. A study of great tits in the UK, where feeders are common, found the bird's beaks have grown over the last 26 years, that British birds had longer beaks than those in the Netherlands, and that birds with genes for longer beaks were more likely to visit feeders, per Science News.
 

OCTOBER 19 2017


Olivier Blanchard Lawrence Summers. PIIE: Rethinking Stabilization Policy. Back to the Future. The crisis has forced macroeconomists to (re)discover the role and the complexity of the financial sector, and the danger of financial crises. But the lessons should go largely beyond this, and force us to question a number of cherished beliefs. Among other things, the events of the last ten years have put into question the presumption that economies are self-stabilizing, have raised again the issue of whether temporary shocks can have permanent effects, and have shown the importance of non linearities. These call for a major reappraisal of macroeconomic thinking and macroeconomic policy.

Wouter den Haan, Martin Ellison, Ethan Ilzetzki, Michael McMahon, Ricardo Reis, VOX: Global risks from rising debt and asset prices. The outgoing German finance minister, Wolfgang Schäuble, has recently expressed concerns about the risks posed to the world economy by high levels of debt. This column presents the latest Centre for Macroeconomics and CEPR survey of leading economists, in which a strong majority of respondents agree that an excess of public and private debt together with inflated asset prices mean that the world economy faces heightened risks. A similarly strong majority of the experts also agree that the loose monetary policy of major central banks is responsible for the recent increase in global leverage and asset values.

Zhi Soon, Raj Chande and Susannah Hume, Behavioural Insights Team: Helping everyone reach their potential: new education results. Some young people simply don’t have access to someone who asks them about their learning. We wanted to change this. Our trial invited students to nominate a ‘study supporter’ – a parent, older sibling, mentor or friend – to receive regular text messages, written in conjunction with English and maths tutors. These messages prompted the supporters to start regular conversations with the student about their studies: chatting through a recent topic, or encouraging revision for an upcoming test. Over 1,800 students across 9 further education colleges took part: half their study supporters were sent texts, and half were not. . The supportive text messages resulted in a 4.1 percentage point (7%) increase in attendance and 6 percentage point (27%) increase in attainment for students whose study supporters were texted, compared to those who didn’t receive texts.

Stephen Nickell and Jumana Saleheen, IZA Journal of Development and Migration: The impact of EU and Non-EU immigration on British wages. There is a consensus among academics that immigration has little or no effect on native British wages, but these studies have not refined their analysis by occupations. Our contribution is to extend the literature to incorporate occupations. Doing so, we find that immigration has a small negative impact on average British wages, with a somewhat larger impact within the semi/unskilled service occupations. This paper also explores if there is any differential impact between EU and non-EU immigration on wages. We find there to be none. These findings are likely to be useful for shaping future immigration policy in Britain.

Luigi Guiso, Helios Herrera, Massimo Morelli, Tommaso Sonno, VOX: The spread of populism in Western countries. Populism – on both the left and right – has recently become a powerful force in western politics. This column uses individual data on political attitudes to argue that economic drivers are the most important factors influencing the demand for, and supply of, populist parties. The rare combination of markets’ and governments’ inability to guarantee economic security has shaken the confidence in traditional political parties and institutions, leading to an increase in fear that has been aggravated by other threats such as mass migration. Recent data also show that as these parties gain support, their political rivals adapt to embrace populism.

David Silver et al, Nature: Mastering the game of Go without human knowledge. A long-standing goal of artificial intelligence is an algorithm that learns, tabula rasa, superhuman proficiency in challenging domains. Recently, AlphaGo became the first program to defeat a world champion in the game of Go. Starting tabula rasa, our new program AlphaGo Zero achieved superhuman performance, winning 100–0 against the previously published, champion-defeating AlphaGo. Our results comprehensively demonstrate that a pure reinforcement learning approach is fully feasible, even in the most challenging of domains: it is possible to train to superhuman level, without human examples or guidance, given no knowledge of the domain beyond basic rules. Furthermore, a pure reinforcement learning approach requires just a few more hours to train, and achieves much better asymptotic performance, compared to training on human expert data. Using this approach, AlphaGo Zero defeated the strongest previous versions of AlphaGo, which were trained from human data using handcrafted features, by a large margin. Humankind has accumulated Go knowledge from millions of games played over thousands of years, collectively distilled into patterns, proverbs and books. In the space of a few days, starting tabula rasa, AlphaGo Zero was able to rediscover much of this Go knowledge, as well as novel strategies that provide new insights into the oldest of games

Christina Anderson, NYT: Allah’ Is Found on Viking Funeral Clothes. The discovery of Arabic characters that spell “Allah” and “Ali” on Viking funeral costumes in boat graves in Sweden has raised questions about the influence of Islam in Scandinavia. The grave where the costumes were found belonged to a woman dressed in silk burial clothes and was excavated from a field in Gamla Uppsala, north of Stockholm, in the 1970s, but its contents were not cataloged until a few years ago, Annika Larsson, a textile archaeologist at Uppsala University, said on Friday. Among the contents unearthed: a necklace with a figurine; two coins from Baghdad; and the bones of a rooster and a large dog. The evidence, she added, supported the theory that the Viking settlements in the Malar Valley of Sweden were, in fact, a western outpost of the Silk Road that stretched through Russia to silk-producing centers east of the Caspian Sea.

Monday, October 16, 2017

OCTOBER 12 2017

Kenneth Rogoff , Project Syndicate: Crypto-Fool’s Gold? The price of Bitcoin is up 600% over the past 12 months, and 1,600% in the past 24 months. But the long history of currency tells us that what the private sector innovates, the state eventually regulates and appropriates – and there is no reason to expect virtual currency to avoid a similar fate.

Francesca Gino, Harvard Business Review: The Rise of Behavioral Economics and Its Influence on Organizations. Nudges can solve all sorts of problems governments and businesses alike consider important. Here are some examples. A few years ago, for instance, General Electric’s leaders wanted to address the issue of smoking, believing that it impacted its employees negatively. So, in collaboration with Kevin Volpp and his co-authors, they conducted a randomized controlled trial (think: field experiment). Employees in the treatment group each received $250 if they stopped for six months and $400 if they stopped for 12 months. Those in the control group did not receive any incentive. The researchers found that the treatment group had three times the success rate of the control, and that the effect persisted even after the incentives were discontinued after 12 months. Based on this work, GE changed its policy and started using this approach for its then-152,000 employees.
Vitor Gaspar, Mercedes Garcia-Escribano, IMF: Inequality: Fiscal Policy Can Make the Difference. Fiscal policy accounts for a large share of differences in inequality across countries. In advanced economies, fiscal policy offsets about a third of income inequality before taxes and transfers—commonly known as market income inequality—with 75 percent coming from transfers. Spending on education and health also affects market income inequality over time by promoting social mobility, including across generations. In developing economies, fiscal redistribution is much weaker, given lower and less progressive taxes and spending
Eduardo Porter, NYT: Why Big Cities Thrive, and Smaller Ones Are Being Left Behind. The dismal performance is not surprising. Built on coal and steel, Steubenville and Weirton were ill suited to survive the transformations brought about by globalization and the information economy. They have been losing population since the 1980s. To prove his point, Mr. Muro compared the 100 largest metropolitan areas in the country, those with populations above 550,000, with the 182 smallest, which have populations ranging from 80,000 to about 215,000. The difference in performance widened: Private employment grew almost twice as fast in large metropolitan areas as it did in small ones from the trough of the recession, in 2009, to 2015. Income grew 50 percent faster. And the labor participation rate — the share of the working-age population in the labor force — shrank only half as much. “Economic transitions work against smaller America.”
Atila Abdulkadiroglu, Parag A. Pathak, Jonathan Schellenberg, Christopher R. Walters, NBER: Do Parents Value School Effectiveness? School choice may lead to improvements in school productivity if parents' choices reward effective schools and punish ineffective ones. This mechanism requires parents to choose schools based on causal effectiveness rather than peer characteristics. We study relationships among parent preferences, peer quality, and causal effects on outcomes for applicants to New York City's centralized high school assignment mechanism. We use applicants' rank-ordered choice lists to measure preferences and to construct selection-corrected estimates of treatment effects on test scores and high school graduation. We also estimate impacts on college attendance and college quality. Parents prefer schools that enroll high-achieving peers, and these schools generate larger improvements in short- and long-run student outcomes. We find no relationship between preferences and school effectiveness after controlling for peer quality.
Petra Thiemann, Lund University and IZA: The Persistent Effects of Short-Term Peer Groups in Higher Education. This paper demonstrates that short-term peer exposure can generate achievement effects which persist for several months and years. I study a mandatory freshmen week for firstyear undergraduates and exploit the random assignment of students to freshmen teams. I find that the freshmen week contributes to the formation of persistent social ties. Furthermore, peers’ observable characteristics impact college achievement for up to three years. Ability peer effects are non-linear, i.e. very high or low levels of average peer ability in a group harm students’ grades. These effects are most pronounced for low-ability students.
Josue Ortega, Philipp Hergovich, University of Essex: The Strength of Absent Ties: Social Integration via Online Dating. We used to marry people to which we were somehow connected to: friends of friends, schoolmates, neighbours. Since we were more connected to people similar to us, we were likely to marry someone from our own race. However, online dating has changed this pattern: people who meet online tend to be complete strangers. Given that one-third of modern marriages start online, we investigate theoretically, using random graphs and matching theory, the effects of those previously absent ties in the diversity of modern societies. We find that when a society benefits from previously absent ties, social integration occurs rapidly, even if the number of partners met online is small. Our findings are consistent with the sharp increase in interracial marriages in the U.S. in the last two decades.
Eran Yashiv, VOX: The value of top footballers, bubbles, and pitfalls of the free market. The €222 million transfer of Neymar to PSG calls into question whether football superstars are a good investment. Using the financial details of the transfer, this column argues that, at the price paid, Neymar has a negative net present value. While there are other explanations for PSG's willingness to pay, in purely economic terms his contract seems a bad investment. Policymakers might use this type of calculation to justify intervening in the transfer market through regulation and taxation.