Felipe Kast, Dina Pomeranz, Stephan Meier, Under-savers anonymous: evidence on self-help groups and peer pressure as a savings commitment device, In: NBER working paper series, No. 18417, 2012. (Working Paper)
We test the effectiveness of self-help peer groups as a commitment device for precautionary savings, through two randomized field experiments among 2,687 microentrepreneurs in Chile. The first experiment finds that self-help peer groups are a powerful tool to increase savings (the number of deposits grows 3.5-fold and the average savings balance almost doubles). Conversely, a substantially higher interest rate has no effect on most participants. A second experiment tests an alternative delivery mechanism and shows that effects of a similar size can be achieved by holding people accountable through feedback text messages, without any meetings or peer pressure. |
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Michael D König, Dominic Rohner, Mathias Thoenig, Fabrizio Zilibotti, Networks in conflict: theory and evidence from the Great War of Africa, In: UBS Center Working Paper Series, No. 14, 2015. (Working Paper)
We study from both a theoretical and an empirical perspective how a network of military alliances and enmities affects the intensity of a conflict. The model combines elements from network theory and from the politico-economic theory of conflict. We postulate a Tullock contest success function augmented by an externality: each group’s strength is increased by the fighting effort of its allies, and weakened by the fighting effort of its rivals. We obtain a closed form characterization of the Nash equilibrium of the fighting game, and of how the network structure affects individual and total fighting efforts. We then perform an empirical analysis using data on the Second CongoWar, a conflict that involves many groups in a complex network of informal alliances and rivalries. We es- timate the fighting externalities, and use these to infer the extent to which the conflict intensity can be reduced through (i) removing individual groups involved in the conflict; (ii) pacification policies aimed at alleviating animosity among groups. |
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Damian Kozbur, Sharp convergence rates for forward regression in high-dimensional sparse linear models, In: Working paper series / Department of Economics, No. 253, 2018. (Working Paper)
Forward regression is a statistical model selection and estimation procedure which inductively selects covariates that add predictive power into a working statistical regression model. Once a model is selected, unknown regression parameters are estimated by least squares. This paper analyzes forward regression in high-dimensional sparse linear models. Probabilistic bounds for prediction error norm and number of selected covariates are proved. The analysis in this paper gives sharp rates and does not require β-min or irrepresentability conditions. |
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Shuo Liu, Harry Pei, Monotone equilibria in signalling games, In: Working paper series / Department of Economics, No. 252, 2017. (Working Paper)
We study the monotonicity of sender’s equilibrium strategy with respect to her type in signalling games. We use counterexamples to show that when the sender’s payoff is non-separable, the Spence-Mirrlees condition cannot rule out equilibria in which the sender uses non-monotone strategies. These equilibria can survive standard refinements as incentives are strict and the sender plays every action with positive probability. We provide sufficient conditions under which the sender’s strategy is monotone in every Nash equilibrium. Our conditions require the sender’s payoff to have strictly increasing differences between the state and the action profile and monotone with respect to each player’s action. We also identify and fully characterize a novel property on the sender’s payoff that we call increasing absolute differences over distributions, under which every pair of distributions over the receiver’s actions can be ranked endogenously. Our sufficient conditions fit into a number of applications, including advertising, warranty provision, education and job assignment, etc. |
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Alexey Kushnir, Shuo Liu, On linear transformations of intersections, In: Working paper series / Department of Economics, No. 255, 2017. (Working Paper)
For any linear transformation and two convex closed sets, we provide necessary and sufficient conditions for when the transformation of the intersection of the sets coincides with the intersection of their images. We also identify analogous conditions for non-convex sets, general transformations, and multiple sets. We demonstrate the usefulness of our results via an application to the economics literature of mechanism design. |
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Lorenzo Casaburi, Rocco Macchiavello, Firm and market response to saving constraints: evidence from the Kenyan dairy industry, In: BREAD Working Paper, No. 468, 2015. (Working Paper)
This paper documents how saving constraints can spill over into other markets. When producers value saving devices, trustworthy buyers can offer them infrequent payments—a commitment tool—and purchase at a lower price. This affects the nature of competition in the output market. We present a model of this interlinked saving-output market for the case of the Kenyan dairy industry. Multiple data sources, experiments, and a calibration exercise support its microfoundations and predictions concerning: i) producers’ demand for infrequent payments; ii) an asymmetry across buyers in the ability to credibly commit to low frequency payments; iii) a segmented market equilibrium where buyers compete by providing either liquidity or saving services to producers; iv) low supply response to price increases. We discuss additional evidence from other contexts, including labor markets, and derive policy implications concerning contract enforcement, financial access, and market structure. |
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Amelie Wuppermann, Hannes Schwandt, The Youngest Get the Pill: ADHD Misdiagnosis and the Production of Education in Germany, In: IZA Discussion Papers, No. 9368, 2015. (Working Paper)
Attention Deficit/Hyperactivity Disorder (ADHD) is a leading diagnosed health condition among children in many developed countries but the causes underlying these high levels of ADHD remain highly controversial. Recent research for the U.S., Canada and some European countries shows that children who enter school relatively young have higher ADHD rates than their older peers, suggesting that ADHD may be misdiagnosed in the younger children due to their relative immaturity. Using rich administrative health insurance claims data from Germany we study the effects of relative school entry age on ADHD risk in Europe's largest country and relate the effects for Germany to the international evidence. We further analyze different mechanisms that may drive these effects, focusing on physician supply side and demand side factors stemming from the production of education. We find robust evidence for school-entry age related misdiagnosis of ADHD in Germany. Within Germany and internationally, a higher share of misdiagnoses are related to a higher overall ADHD level, suggesting that misdiagnoses may be a driving factor of high ADHD levels. Furthermore, the effects in Germany seem to be driven by teachers and parents in an attempt to facilitate and improve the production of education. |
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Philippe Aghion, Ufuk Akcigit, Antonin Bergeaud, Richard Blundell, David Hémous, Innovation and Top Income Inequality, In: INSEAD Working Paper, No. 2015/50/E, 2015. (Working Paper)
In this paper we use cross-state panel data to show that top income inequality is (at least partly) driven by innovation. We first establish a positive and significant correlation between various measures of innovativeness and top income inequality in cross-state panel regressions. Two distinct instrumentation strategies suggest that this correlation (partly) reflects a causality from innovativeness to top income inequality, and the effect is significant: for example, when measured by the number of patent per capita, innovativeness accounts on average across US states for around 17% of the total increase in the top 1% income share between 1975 and 2010. Finally, we show that innovation does not increase broader measures of inequality which do not focus on top incomes, and that innovation is positively correlated with social mobility, but less so in states with more intense lobbying activities. |
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David Hémous, Morten Olsen, The Rise of the Machines: Automation, Horizontal Innovation and Income Inequality, In: CEPR Discussion Paper, No. DP10244, 2015. (Working Paper)
We construct an endogenous growth model with automation (the introduction of machines which replace low-skill labor) and horizontal innovation. The economy follows three phases. First, low-skill wages are low, which induces little automation, and income inequality and labor’s share of GDP are constant. Second, as low-skill wages increase, automation increases which reduces the labor share, increases the skill premium and may decrease future low-skill wages. Finally, the economy moves toward a steady state, where low-skill wages grow but at a lower rate than high-skill wages. The model is quantitatively consistent with the US labor market experience since the 1960s. |
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David Hémous, Morten Olsen, Long-term Relationships: Static Gains and Dynamic Inefficiencies, In: INSEAD Working Paper, No. 2015/21, 2015. (Working Paper)
Do contractual frictions matter when firms are engaged in repeated interactions? This paper argues that long-term relationships, which allow firms to (partly) overcome the static costs associated with low contractibility, will under certain circumstances create dynamic inefficiencies. We consider the repeated interaction between final good producers and intermediate input suppliers, where the provision of the intermediate input is noncontractible. A producer/supplier pair can be a good match or a bad match, with bad matches featuring lower productivity. This allows us to build a cooperative equilibrium where producers can switch suppliers and start cooperation immediately with new suppliers. Every period, one supplier has the opportunity to innovate, and in the baseline model, innovations are imitated after one period. We show that (i) innovations need to be larger to break up existing relationships in the cooperative equilibrium than in either a set-up where the input is contractible or when we preclude cooperation in long-term relationships, (ii) the rate of innovation in the cooperative equilibrium is lower than in the contractible case, and may even be lower than in the non-cooperative equilibrium and (iii) cooperation may reduce welfare. Next, we assume that the frontier technology diffuses slowly to suppliers (instead of after one period). In that case, for sufficiently slow diffusion, the innovation rate in the cooperative equilibrium may be higher than even in the contractible case. Finally, we show that cooperation may also increase relationship specific innovations. |
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David Hémous, The dynamic impact of unilateral environmental policies, In: CEPR Discussion Papers, No. DP9733, 2015. (Working Paper)
This paper builds a two-country, two-sector (polluting, nonpolluting) trade model with directed technical change, examining whether unilateral environmental policies can ensure sustainable growth. The polluting good generates more or less emissions depending on its relative use of a clean and a dirty input. I show that a unilateral policy combining clean research subsidies and a trade tax can ensure sustainable growth, while unilateral carbon taxes alone increase innovation in the polluting sector abroad and generally cannot ensure sustainable growth. Relative to autarky and exogenous technical change respectively, the mechanisms of trade and directed technical change accelerate environmental degradation either under laissez-faire or with unilateral carbon taxes, yet both help reduce environmental degradation under the appropriate unilateral policy. I characterize the optimal unilateral policy analytically and numerically using calibrated simulations. Knowledge spillovers have the potential to reduce the otherwise large welfare costs of restricting policy to one country only. |
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Paul Carrillo, Dina Pomeranz, Monica Singhal, Dodging the taxman: firm misreporting and limits to tax enforcement, In: HBS Working Paper Series, No. 15-026, 2014. (Working Paper)
Reducing tax evasion is a key priority for many governments, particularly in developing countries. A growing literature has argued that the ability to verify taxpayer self-reports against reports from third parties is critical for modern tax enforcement and the growth of state capacity. However, there may be limits to the effectiveness of third-party information if taxpayers can make offsetting adjustments on less verifiable margins. We present a simple framework to demonstrate the conditions under which this will occur and provide strong empirical evidence for such behavior by exploiting a natural experiment in Ecuador. We find that when firms are notified by the tax authority about detected revenue discrepancies on previously filed corporate income tax returns, they increase reported revenues, matching the third-party estimate when provided. Firms also increase reported costs by 96 cents for every dollar of revenue adjustment, resulting in minor increases in total tax collection. |
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Maria Paula Gerardino, Stephan Litschig, Dina Pomeranz, Monitoring public procurement: evidence from a regression discontinuity design in Chile, In: Harvard Business School working papers, No. 2014, 2014. (Working Paper)
The government is the biggest buyer in the economy of most countries. At the same time, the public procurement process if often thought to be fraught with corruption and malpractice. However, there is little evidence regarding the impact of audits aimed at reducing such malpractice. This paper investigates the effect of being audited on public entities' subsequent procurement practices in Chile. For identification, we exploit a scoring rule of the national auditing agency, which allows for regression discontinuity analysis. Our preliminary results show that the audits seem to lead to a temporary shift towards less transparent modalities of procurement. The share of the amount of total purchases through direct negotiations increases by around 20 percentage points, at the expense of the use of public auctions. The effect is most pronounced during months when the audit is taking place and disappears completely by the subsequent fiscal year. Since audits in Chile rarely happen in consecutive years, and since the audit typically only covers the most recent completed fiscal year, this time pattern of effects is consistent with public agents responding to a temporary drop in audit risk during the year of the audit. |
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Michael D König, Jan Lorenz, Fabrizio Zilibotti, Innovation vs. imitation and the evolution of productivity distributions, In: CEPR Discussion Papers, No. 8843, 2012. (Working Paper)
We develop a tractable dynamicmodel of productivity growth and technology spillovers that is consistent with the emergence of real world empirical productivity distributions. Firms can improve productivity by engaging in in-house R&D, or alternatively, by trying to imitate other firms’ technologies, subject to the limits of their absorptive capacities. The outcome of both strategies is stochastic. The choice between in-house R&Dand imitation is endogenous, and based on firms’ profit maximization motive. Firms closer to the technological frontier face fewer imitation opportunities, and choose in-house R&D, while firms farther from the frontier try to imitate more productive technologies. The equilibriumchoice leads to a balanced-growth equilibriumfeaturing persistent productivity
differences even when starting from ex-ante identical firms. The long-run productivity distribution can be described as a traveling wave with tails following a Pareto
as can be observed in the empirical data. |
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Thomas Buser, Eva Ranehill, Roel van Veldhuizen, Gender differences in willingness to compete: the role of public observability, In: Working paper series / Department of Economics, No. 257, 2017. (Working Paper)
A recent literature emphasizes the importance of the gender gap in willingness to compete as a partial explanation for gender differences in labor market outcomes. However, whereas experiments investigating willingness to compete typically do so in anonymous environments, real world competitions often have a more public nature, which introduces potential social image concerns. If such image concerns are important, we should expect public observability to further exacerbate the gender gap. We test this prediction using a laboratory experiment that varies whether the decision to compete, and its outcome, is publicly observable. Across four different treatments, however, all treatment effects are close to zero. We conclude that the public observability of decisions and outcomes does not exert a gnificant impact on male or female willingness to compete, indicating that the role of social image concerns related to competitive decisions may be limited. |
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Aaron Edlin, Catherine Roux, Armin Schmutzler, Christian Thöni, Hunting unicorns? Experimental evidence on predatory pricing policies, In: Working paper series / Department of Economics, No. 258, 2017. (Working Paper)
We study the anticompetitive effects of predatory pricing and the efficacy of three policy responses. In a series of experiments where an incumbent and a potential entrant interact, we compare prices, market structures and welfare. Under a laissez-faire regime, the threat of post-entry price cuts discourages entry, and allows incumbents to charge monopoly prices. Current U.S. policy (Brooke Group) does not help. A policy suggested by Baumol (1979) lowers post-exit prices, while Edlin’s (2002) proposal reduces pre-entry prices and encourages entry. While both policies show outcomes after entry that are less competitive than under Laissez-Faire, they nevertheless increase consumer welfare. |
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Andreas Kettemann, Francis Kramarz, Josef Zweimüller, Job mobility and creative destruction: flexicurity in the land of Schumpeter, In: Working paper series / Department of Economics, No. 256, 2017. (Working Paper)
This paper evaluates the 2003 Austrian severance-pay reform, often advocated as a role model for structural reforms in countries plagued by inflexible labor markets and high unemployment. The reform replaced a system with tenure-based severance payments after a layoff (but not after a quit) by payments into pension accounts that accrue to workers after a layoff as well as after a quit. We identify the reform effects using a regression discontinuity (RD) design and find a substantial increase in job mobility in response to the reform. A search-and-matching model with on-the- job search and tenure-dependent severance payments is structurally estimated using the RD-induced empirical moments. Counterfactual policy experiments suggest that flexicurity reforms spur job creation and can substantially reduce unemployment in countries where severance payments are initially high. |
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Casey Rothschild, Florian Scheuer, A theory of income taxation under multidimensional skill heterogeneity, In: NBER Working Paper Series, No. 19822, 2014. (Working Paper)
We develop a unifying framework for optimal income taxation in multi-activity economies with general production technologies. Agents are characterized by an N-dimensional skill vector that captures intrinsic abilities in N activities. The private return to each activity depends on individual skill and an aggregate activity-specific return, which is a general function of the economy-wide distribution of efforts across activities. The optimal tax schedule features a multiplicative income-specific correction to an otherwise standard tax formula. Because taxes affect the relative returns to different activities, this correction diverges, in general, from the weighted average of the Pigouvian taxes that would align private and social returns in each activity. We characterize this divergence as a function of relative return elasticities, and its implications for the shape of the income tax both generally and in a number of applications, including externality-free economies with general equilibrium effects, economies with increasing or decreasing returns to scale, zero-sum activities such as bargaining or rent extraction, and positive or negative spillovers. |
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Florian Scheuer, Kent Smetters, Could a website really have doomed the health exchanges? multiple equilibria, initial conditions and the construction of the fine, In: NBER Working Paper Series, No. 19835, 2014. (Working Paper)
Public attention has focused on how the launch of the national health exchanges could impact the types of risks who initially enroll and thereby affect future premiums and enrollment. We introduce simple dynamics into a standard model of insurance under adverse selection to show that such "initial conditions" can indeed matter. When firms are price-takers, the market can converge to a Pareto-inferior "bad" equilibrium if there are at least three equilibria, which we suggest has empirical support. Strategic pricing eliminates Pareto dominated equilibria but requires common knowledge of preference and risk distributions. Changing the fine on non-participants from a fixed amount to a fraction of equilibrium prices increases the range of initial conditions consistent with reaching the "good" equilibrium while reducing the "badness" of the bad equilibrium -- all without increasing the fine value in the good equilibrium. Allowing insurers to quickly change prices can encourage them to experiment with strategic pricing if market fundamentals are not perfectly known, increasing the chance of reaching the good equilibrium independently from initial conditions. |
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Michael Baker, Janet Currie, Hannes Schwandt, Mortality inequality in Canada and the U.S.: divergent or convergent trends?, In: NBER Working Paper Series, No. 23514, 2017. (Working Paper)
Mortality is a crucial dimension of wellbeing and inequality in a population, and mortality trends have been at the core of public debates in many Western countries. In this paper, we provide the first analysis of mortality inequality in Canada and compare its development to trends in the U.S. We find strong reductions in mortality rates across both genders and at all ages, with the exception of middle ages which only experienced moderate improvements. Inequality in mortality, measured across Canadian Census Divisions, decreased for infants and small children, while it increased slightly at higher ages. In comparison to the U.S., mortality levels in Canada improved at a similar rate despite lower initial levels. Inequality at younger ges, however, fell more strongly in the U.S., implying converging mortality gradients between the two countries. |
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