cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e113618v1
title: Replication data for: Internal Labor Migration as a Shock Coping Strategy: Evidence from a Typhoon

description: We analyze how internal labor migration facilitates shock coping in rural economies. Employing high-precision satellite data, we identify objective variations in the inundations generated by a catastrophic typhoon in Vietnam and match them with household panel data before and after the shock. We find that, following a massive drop in income, households cope mainly through labor migration to urban areas. Households with settled migrants ex ante receive more remittances. Nonmigrant households react by sending new members away who then remit similar amounts than established migrants. This mechanism is most effective with long-distance migration, while local networks fail to provide insurance. (JEL J61, O15, P25, P36, Q54, R23)
DOI: 10.5281/zenodo.3483816
title: SI 4 Protein Recovery of Modern Antler (P29) and Modern Bone (P55) Reference Material.

description: SI 4 Protein Recovery of Modern Antler (P29) and Modern Bone (P55) Reference Material.
DOI: 10.5281/zenodo.3483817
title: SI 4 Protein Recovery of Modern Antler (P29) and Modern Bone (P55) Reference Material.

description: SI 4 Protein Recovery of Modern Antler (P29) and Modern Bone (P55) Reference Material.
DOI: 10.17632/4tbrvj5v8z.1
title: Data for: Obsidian Procurement and Social Interaction at the Harris Site, Mimbres River Valley, New Mexico

description: Obsidian database for the Harris Site
DOI: 10.3886/e113112
title: Replication data for: Wealth Distribution and Social Mobility in the US: A Quantitative Approach

description: We quantitatively identify the factors that drive wealth dynamics in the United States and are consistent with its skewed cross-sectional distribution and with social mobility. We concentrate on three critical factors: (i) skewed earnings, (ii) differential saving rates across wealth levels, and (iii) stochastic idiosyncratic returns to wealth. All of these are fundamental for matching both distribution and mobility. The stochastic process for returns which best fits the cross-sectional distribution of wealth and social mobility in the United States shares several statistical properties with those of the returns to wealth uncovered by Fagereng et al. (2017) from tax records in Norway.
DOI: 10.3886/e113112v1
title: Replication data for: Wealth Distribution and Social Mobility in the US: A Quantitative Approach

description: We quantitatively identify the factors that drive wealth dynamics in the United States and are consistent with its skewed cross-sectional distribution and with social mobility. We concentrate on three critical factors: (i) skewed earnings, (ii) differential saving rates across wealth levels, and (iii) stochastic idiosyncratic returns to wealth. All of these are fundamental for matching both distribution and mobility. The stochastic process for returns which best fits the cross-sectional distribution of wealth and social mobility in the United States shares several statistical properties with those of the returns to wealth uncovered by Fagereng et al. (2017) from tax records in Norway.
DOI: 10.3886/e113367v1
title: Replication data for: Post-Selection and Post-Regularization Inference in Linear Models with Many Controls and Instruments

description: We consider estimation of and inference about coefficients on endogenous variables in a linear instrumental variables model where the number of instruments and exogenous control variables are each allowed to be larger than the sample size. We work within an approximately sparse framework that maintains that the signal available in the instruments and control variables may be effectively captured by a small number of the available variables. We provide a LASSO-based method for this setting which provides uniformly valid inference about the coefficients on endogenous variables. We illustrate the method through an application to demand estimation.
DOI: 10.3886/e113368
title: Replication data for: Can Online Learning Bend the Higher Education Cost Curve?

description: We examine whether online learning technologies have led to lower prices in higher education. Using data from the Integrated Postsecondary Education Data System, we show that online education is concentrated in large for-profit chains and less-selective public institutions. We find that colleges with a higher share of online students charge lower tuition prices. We present evidence of declining real and relative prices for full-time undergraduate online education from 2006 to 2013. Although the pattern of results suggests some hope that online technology can "bend the cost curve" in higher education, the impact of online learning on education quality remains uncertain.
DOI: 10.3886/e113368v1
title: Replication data for: Can Online Learning Bend the Higher Education Cost Curve?

description: We examine whether online learning technologies have led to lower prices in higher education. Using data from the Integrated Postsecondary Education Data System, we show that online education is concentrated in large for-profit chains and less-selective public institutions. We find that colleges with a higher share of online students charge lower tuition prices. We present evidence of declining real and relative prices for full-time undergraduate online education from 2006 to 2013. Although the pattern of results suggests some hope that online technology can "bend the cost curve" in higher education, the impact of online learning on education quality remains uncertain.
DOI: 10.3886/e113619
title: Replication data for: The Long-Term Effects of the Printing Press in Sub-Saharan Africa

description: This article investigates the long-term consequences of the printing press in the nineteenth century sub-Saharan Africa on social capital nowadays. Protestant missionaries were the first to import the printing press and to allow the indigenous population to use it. We build a new geocoded dataset locating Protestant missions in 1903. This dataset includes, for each mission station, the geographic location and its characteristics, as well as the printing-, educational-, and health-related investments undertaken by the mission. We show that, within regions close to missions, proximity to a printing press is associated with higher newspaper readership, trust, education, and political participation.
DOI: 10.3886/e113619v1
title: Replication data for: The Long-Term Effects of the Printing Press in Sub-Saharan Africa

description: This article investigates the long-term consequences of the printing press in the nineteenth century sub-Saharan Africa on social capital nowadays. Protestant missionaries were the first to import the printing press and to allow the indigenous population to use it. We build a new geocoded dataset locating Protestant missions in 1903. This dataset includes, for each mission station, the geographic location and its characteristics, as well as the printing-, educational-, and health-related investments undertaken by the mission. We show that, within regions close to missions, proximity to a printing press is associated with higher newspaper readership, trust, education, and political participation.
DOI: 10.3886/e113620
title: Replication data for: Income Opportunities and Sea Piracy in Indonesia: Evidence from Satellite Data

description: The effect of climatic variation on conflict and crime is well established, but less is known about the mechanism through which this effect operates. This study contributes to the literature by exploiting a new source of exogenous variation in climate to study the effect of fishermen's income opportunities on sea piracy. Using satellite data to construct a monthly measure of local fishing conditions it is found that better income opportunities reduce piracy. A wide range of approaches are employed to ensure that these effects are driven by income opportunities rather than other mechanisms through which climate could affect piracy. (JEL D74, J31, K42, O13, O17, Q22, Q54)
DOI: 10.3886/e113620v1
title: Replication data for: Income Opportunities and Sea Piracy in Indonesia: Evidence from Satellite Data

description: The effect of climatic variation on conflict and crime is well established, but less is known about the mechanism through which this effect operates. This study contributes to the literature by exploiting a new source of exogenous variation in climate to study the effect of fishermen's income opportunities on sea piracy. Using satellite data to construct a monthly measure of local fishing conditions it is found that better income opportunities reduce piracy. A wide range of approaches are employed to ensure that these effects are driven by income opportunities rather than other mechanisms through which climate could affect piracy. (JEL D74, J31, K42, O13, O17, Q22, Q54)
DOI: 10.3886/e113621
title: Replication data for: The Impact of Women's Health Clinic Closures on Preventive Care

description: We examine the impact of women's health clinic closures on women's preventive care use in Texas and Wisconsin using a unique policy context, data on clinic street addresses, and confidential respondent ZIP codes from the Behavioral Risk Factor Surveillance System. From a within-ZIP-code analysis, we conclude that an increase of 100 miles to the nearest clinic results in a decrease in the annual utilization rate of a clinical breast exam by 11 percent, a mammogram by 18 percent, and a Pap test by 14 percent. These estimates are generally larger for women of lower educational attainment.
DOI: 10.3886/e113621v1
title: Replication data for: The Impact of Women's Health Clinic Closures on Preventive Care

description: We examine the impact of women's health clinic closures on women's preventive care use in Texas and Wisconsin using a unique policy context, data on clinic street addresses, and confidential respondent ZIP codes from the Behavioral Risk Factor Surveillance System. From a within-ZIP-code analysis, we conclude that an increase of 100 miles to the nearest clinic results in a decrease in the annual utilization rate of a clinical breast exam by 11 percent, a mammogram by 18 percent, and a Pap test by 14 percent. These estimates are generally larger for women of lower educational attainment.
DOI: 10.3886/e114095v1
title: Replication data for: Understanding the Great Recession

description: We argue that the vast bulk of movements in aggregate real economic activity during the Great Recession were due to financial frictions. We reach this conclusion by looking through the lens of an estimated New Keynesian model in which firms face moderate degrees of price rigidities, no nominal rigidities in wages, and a binding zero lower bound constraint on the nominal interest rate. Our model does a good job of accounting for the joint behavior of labor and goods markets, as well as inflation, during the Great Recession. According to the model the observed fall in total factor productivity and the rise in the cost of working capital played critical roles in accounting for the small drop in inflation that occurred during the Great Recession. (JEL E12, E23, E24, E31, E32, E52)
DOI: 10.5281/zenodo.3483783
title: MD simulations of bilayers containing PC/PG mixtures and CaCl_2: 400POPC_100POPG_neutral

description: NMRLipids IVb project (nmrlipids.blogspot.fi) Gromacs, CHARMM36 FF, 1 atm, 298K, 200ns (no pre-equilibration) 400 POPC lipids, 100 POPG lipids, 122392 Atoms
DOI: 10.3886/e113113
title: Replication data for: How Do Hours Worked Vary with Income? Cross-Country Evidence and Implications

description: This paper builds a new internationally comparable database of hours worked to measure how hours vary with income across and within countries. We document that average hours worked per adult are substantially higher in low-income countries than in high-income countries. The pattern of decreasing hours with aggregate income holds for both men and women, for adults of all ages and education levels, and along both the extensive and intensive margin. Within countries, hours worked per worker are also decreasing in the individual wage for most countries, though in the richest countries, hours worked are flat or increasing in the wage. One implication of our findings is that aggregate productivity and welfare differences across countries are larger than currently thought.
DOI: 10.3886/e113113v1
title: Replication data for: How Do Hours Worked Vary with Income? Cross-Country Evidence and Implications

description: This paper builds a new internationally comparable database of hours worked to measure how hours vary with income across and within countries. We document that average hours worked per adult are substantially higher in low-income countries than in high-income countries. The pattern of decreasing hours with aggregate income holds for both men and women, for adults of all ages and education levels, and along both the extensive and intensive margin. Within countries, hours worked per worker are also decreasing in the individual wage for most countries, though in the richest countries, hours worked are flat or increasing in the wage. One implication of our findings is that aggregate productivity and welfare differences across countries are larger than currently thought.
DOI: 10.3886/e113114
title: Replication data for: Temporary Protection and Technology Adoption: Evidence from the Napoleonic Blockade

description: This paper uses a natural experiment to estimate the causal effect of temporary trade protection on long-term economic development. I find that regions in the French Empire which became better protected from trade with the British for exogenous reasons during the Napoleonic Wars (1803-1815) increased capacity in mechanized cotton spinning to a larger extent than regions which remained more exposed to trade. In the long run, regions with exogenously higher spinning capacity had higher activity in mechanized cotton spinning. They also had higher value added per capita in industry up to the second half of the nineteenth century, but not later.
DOI: 10.3886/e113114v1
title: Replication data for: Temporary Protection and Technology Adoption: Evidence from the Napoleonic Blockade

description: This paper uses a natural experiment to estimate the causal effect of temporary trade protection on long-term economic development. I find that regions in the French Empire which became better protected from trade with the British for exogenous reasons during the Napoleonic Wars (1803-1815) increased capacity in mechanized cotton spinning to a larger extent than regions which remained more exposed to trade. In the long run, regions with exogenously higher spinning capacity had higher activity in mechanized cotton spinning. They also had higher value added per capita in industry up to the second half of the nineteenth century, but not later.
DOI: 10.3886/e113115
title: Replication data for: Some Causal Effects of an Industrial Policy

description: We exploit changes in the area-specific eligibility criteria for a program to support jobs through investment subsidies. European rules determine whether an area is eligible for subsidies, and we construct instrumental variables for area eligibility based on parameters of these rule changes. Areas eligible for higher subsidies significantly increased jobs and reduced unemployment. A ten-percentage point increase in the maximum investment subsidy stimulates a 10% increase in manufacturing employment. This effect exists solely for small firms: large companies accept subsidies without increasing activity. There are positive effects on investment and employment for incumbent firms but not Total Factor Productivity.
DOI: 10.3886/e113115v1
title: Replication data for: Some Causal Effects of an Industrial Policy

description: We exploit changes in the area-specific eligibility criteria for a program to support jobs through investment subsidies. European rules determine whether an area is eligible for subsidies, and we construct instrumental variables for area eligibility based on parameters of these rule changes. Areas eligible for higher subsidies significantly increased jobs and reduced unemployment. A ten-percentage point increase in the maximum investment subsidy stimulates a 10% increase in manufacturing employment. This effect exists solely for small firms: large companies accept subsidies without increasing activity. There are positive effects on investment and employment for incumbent firms but not Total Factor Productivity.
DOI: 10.3886/e113116v1
title: Replication data for: Multi-category Competition and Market Power: A Model of Supermarket Pricing

description: In many competitive settings, consumers buy multiple product categories, and some prefer to use a single firm, generating complementary cross-category price effects. To study pricing in supermarkets, an organizational form where these effects are internalized, we develop a multi-category, multi-seller demand model and estimate it using UK consumer data. This class of model is used widely in theoretical analysis of retail pricing. We quantify cross-category pricing effects and find that internalizing them substantially reduces market power. We find that consumers inclined to one-stop (rather than multi-stop) shopping have a greater pro-competitive impact because they generate relatively large cross-category effects.
DOI: 10.3886/e113369
title: Replication data for: Evaluating Econometric Evaluations of Post-Secondary Aid

description: In an ongoing evaluation of post-secondary financial aid, we use random assignment to assess the causal effects of large privately-funded aid awards. Here, we compare the unbiased causal effect estimates from our RCT with two types of non-experimental econometric estimates. The first applies a selection-on-observables assumption in data from an earlier, nonrandomized cohort; the second uses a regression discontinuity design. Selection-on-observables methods generate estimates well below the experimental benchmark. Regression discontinuity estimates are similar to experimental estimates for students near the cutoff, but sensitive to controlling for the running variable, which is unusually coarse.
DOI: 10.3886/e113369v1
title: Replication data for: Evaluating Econometric Evaluations of Post-Secondary Aid

description: In an ongoing evaluation of post-secondary financial aid, we use random assignment to assess the causal effects of large privately-funded aid awards. Here, we compare the unbiased causal effect estimates from our RCT with two types of non-experimental econometric estimates. The first applies a selection-on-observables assumption in data from an earlier, nonrandomized cohort; the second uses a regression discontinuity design. Selection-on-observables methods generate estimates well below the experimental benchmark. Regression discontinuity estimates are similar to experimental estimates for students near the cutoff, but sensitive to controlling for the running variable, which is unusually coarse.
DOI: 10.3886/e113370
title: Replication data for: What High-Achieving Low-Income Students Know about College

description: Previous work demonstrates that low-income higher achievers fail to apply to selective colleges despite their being admitted at high rates and receiving financial aid so generous that they pay less than at non-selective schools. The Expanding College Opportunities project, a randomized controlled trial, provides individualized information about colleges' net prices, resources, curricula, students, and outcomes. Our prior study shows that the intervention raises students' applications to, admissions at, enrollment, and progress at selective colleges. Here we use survey data to show that it actually changes students' knowledge and decision-making. We highlight topics on which they are misinformed.
DOI: 10.3886/e113370v1
title: Replication data for: What High-Achieving Low-Income Students Know about College

description: Previous work demonstrates that low-income higher achievers fail to apply to selective colleges despite their being admitted at high rates and receiving financial aid so generous that they pay less than at non-selective schools. The Expanding College Opportunities project, a randomized controlled trial, provides individualized information about colleges' net prices, resources, curricula, students, and outcomes. Our prior study shows that the intervention raises students' applications to, admissions at, enrollment, and progress at selective colleges. Here we use survey data to show that it actually changes students' knowledge and decision-making. We highlight topics on which they are misinformed.
DOI: 10.3886/e113371v1
title: Replication data for: Geography, Depreciation, and Growth

description: It has been proposed that geography influences economic growth for many reasons. Previous analyses of comparative development seem to have sidestepped the question of location-dependent depreciation. However the construction of new measures of tropical cyclone exposure enables us to consider the potential impact of this single source of capital depreciation. Using an estimate of asset destruction due to tropical cyclones, we identify the "sandcastle depreciation" rate, and find support for location-dependent depreciation by looking at average growth rates. This leads us to propose that heterogeneous and geographically-dependent depreciation rates may play an important role in global patterns of economic development.
DOI: 10.3886/e113623
title: Replication data for: Can Social Information Affect What Job You Choose and Keep?

description: We show that the provision of social information influences a high-stakes decision and this influence persists over time. In a field experiment involving thousands of admits to Teach For America, those told about the previous year's matriculation rate are more likely to accept a teaching job, complete training, start, and return a second year. To show robustness, we develop a simple theory that identifies subgroups where we expect larger treatment effects and find our effect is larger in those subgroups. That social information can have a powerful, persistent effect on high-stakes behavior broadens its relevance for policy and theory.
DOI: 10.3886/e113623v1
title: Replication data for: Can Social Information Affect What Job You Choose and Keep?

description: We show that the provision of social information influences a high-stakes decision and this influence persists over time. In a field experiment involving thousands of admits to Teach For America, those told about the previous year's matriculation rate are more likely to accept a teaching job, complete training, start, and return a second year. To show robustness, we develop a simple theory that identifies subgroups where we expect larger treatment effects and find our effect is larger in those subgroups. That social information can have a powerful, persistent effect on high-stakes behavior broadens its relevance for policy and theory.
DOI: 10.3886/e113624v1
title: Replication data for: Iron Deficiency and Schooling Attainment in Peru

description: Do nutritional deficiencies contribute to the intergenerational persistence of poverty by reducing the earnings potential of future generations? To address this question, we made available supplemental iron pills at a health center in rural Peru and encouraged adolescents to take them via media messages. School administrative data provide novel evidence that reducing iron deficiency results in a large and significant improvement in school performance and aspirations for anemic students. Our findings demonstrate that combining low-cost outreach efforts and local supplementation programs can be an affordable and effective method of reducing rates of adolescent iron deficiency anemia.