cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e113104
title: Replication data for: The Welfare Effects of Coordinated Assignment: Evidence from the New York City High School Match

description: Coordinated single-offer school assignment systems are a popular education reform. We show that uncoordinated offers in NYC's school assignment mechanism generated mismatches. One-third of applicants were unassigned after the main round and later administratively placed at less desirable schools. We evaluate the effects of the new coordinated mechanism based on deferred acceptance using estimated student preferences. The new mechanism achieves 80 percent of the possible gains from a no-choice neighborhood extreme to a utilitarian benchmark. Coordinating offers dominates the effects of further algorithm modifications. Students most likely to be previously administratively assigned experienced the largest gains in welfare and subsequent achievement.
DOI: 10.3886/e113104v1
title: Replication data for: The Welfare Effects of Coordinated Assignment: Evidence from the New York City High School Match

description: Coordinated single-offer school assignment systems are a popular education reform. We show that uncoordinated offers in NYC's school assignment mechanism generated mismatches. One-third of applicants were unassigned after the main round and later administratively placed at less desirable schools. We evaluate the effects of the new coordinated mechanism based on deferred acceptance using estimated student preferences. The new mechanism achieves 80 percent of the possible gains from a no-choice neighborhood extreme to a utilitarian benchmark. Coordinating offers dominates the effects of further algorithm modifications. Students most likely to be previously administratively assigned experienced the largest gains in welfare and subsequent achievement.
DOI: 10.3886/e113354
title: Replication data for: Do Private Equity Owned Firms Have Better Management Practices?

description: Using an innovative survey measure of management practices on over 15,000 firms, we find private equity firms are better managed than government, family, and privately owned firms, and have similar management to publicly listed firms. This is true both in developed and developing countries. Looking at management practices in detail we find that private equity owned firms have strong people management practices (hiring, firing, pay, and promotions), but even stronger monitoring management practices (lean manufacturing, continuous improvement, and monitoring). Plant managers working in private equity owned firms also report greater autonomy from headquarters over sales, marketing, and new product introduction.
DOI: 10.3886/e113354v1
title: Replication data for: Do Private Equity Owned Firms Have Better Management Practices?

description: Using an innovative survey measure of management practices on over 15,000 firms, we find private equity firms are better managed than government, family, and privately owned firms, and have similar management to publicly listed firms. This is true both in developed and developing countries. Looking at management practices in detail we find that private equity owned firms have strong people management practices (hiring, firing, pay, and promotions), but even stronger monitoring management practices (lean manufacturing, continuous improvement, and monitoring). Plant managers working in private equity owned firms also report greater autonomy from headquarters over sales, marketing, and new product introduction.
DOI: 10.3886/e113355
title: Replication data for: The Impact of Ethnic Diversity in Bureaucracies: Evidence from the Nigerian Civil Service

description: We document the correlation between the workplace diversity in bureaucratic organizations and public service delivery. We do so in the context of Nigeria, where ethnicity is a salient form of self-identity. We thus expand the empirical management literature highlighting beneficial effects of workplace diversity, that has focused on private sector firms operating in high-income settings. Our analysis combines two data sources: (i) a survey to over 4,000 bureaucrats eliciting their ethnic identities; (ii) independent engineering assessments of completion rates for 4,700 public sector projects. The ethnic diversity of bureaucracies matters positively: a one standard deviation increase in the ethnic diversity of bureaucrats corresponds to 9 percent higher completion rates. In line with the management literature from private sector firms in high-income countries, this evidence highlights a potentially positive side of ethnic diversity in public sector organizations, in the context of Sub-Saharan Africa.
DOI: 10.3886/e113355v1
title: Replication data for: The Impact of Ethnic Diversity in Bureaucracies: Evidence from the Nigerian Civil Service

description: We document the correlation between the workplace diversity in bureaucratic organizations and public service delivery. We do so in the context of Nigeria, where ethnicity is a salient form of self-identity. We thus expand the empirical management literature highlighting beneficial effects of workplace diversity, that has focused on private sector firms operating in high-income settings. Our analysis combines two data sources: (i) a survey to over 4,000 bureaucrats eliciting their ethnic identities; (ii) independent engineering assessments of completion rates for 4,700 public sector projects. The ethnic diversity of bureaucracies matters positively: a one standard deviation increase in the ethnic diversity of bureaucrats corresponds to 9 percent higher completion rates. In line with the management literature from private sector firms in high-income countries, this evidence highlights a potentially positive side of ethnic diversity in public sector organizations, in the context of Sub-Saharan Africa.
DOI: 10.3886/e113356
title: Replication data for: The Composition Effect of Consumption around Retirement: Evidence from Singapore

description: It is well established that consumption is "hump" shaped over an individual's lifecycle, peaking in middle age and then declining in the years that follow. Prior research has documented that consumption declines at retirement, which is inconsistent with the standard lifecycle model with consumption smoothing. Using a unique dataset with detailed administrative records of credit and debit card transactions, we show the hump shaped lifecycle consumption pattern as documented in the literature. Additionally, we show compositional changes in consumption expenditures across individuals in the years surrounding retirement confirming the results of Aguiar and Hurst (2005, 2013).
DOI: 10.3886/e113356v1
title: Replication data for: The Composition Effect of Consumption around Retirement: Evidence from Singapore

description: It is well established that consumption is "hump" shaped over an individual's lifecycle, peaking in middle age and then declining in the years that follow. Prior research has documented that consumption declines at retirement, which is inconsistent with the standard lifecycle model with consumption smoothing. Using a unique dataset with detailed administrative records of credit and debit card transactions, we show the hump shaped lifecycle consumption pattern as documented in the literature. Additionally, we show compositional changes in consumption expenditures across individuals in the years surrounding retirement confirming the results of Aguiar and Hurst (2005, 2013).
DOI: 10.3886/e113607
title: Replication data for: Immigrants Equilibrate Local Labor Markets: Evidence from the Great Recession

description: This paper demonstrates that low-skilled Mexican-born immigrants' location choices respond strongly to changes in local labor demand, which helps equalize spatial differences in employment outcomes for low-skilled native workers. We leverage the substantial geographic variation in labor demand during the Great Recession to identify migration responses to local shocks and find that low-skilled Mexican-born immigrants respond much more strongly than low-skilled natives. Further, Mexican mobility reduced the incidence of local demand shocks on natives, such that those living in metro areas with a substantial Mexican-born population experienced a roughly 50 percent weaker relationship between local shocks and local employment probabilities. (JEL E32, J15, J23, J24, J61, R23)
DOI: 10.3886/e113607v1
title: Replication data for: Immigrants Equilibrate Local Labor Markets: Evidence from the Great Recession

description: This paper demonstrates that low-skilled Mexican-born immigrants' location choices respond strongly to changes in local labor demand, which helps equalize spatial differences in employment outcomes for low-skilled native workers. We leverage the substantial geographic variation in labor demand during the Great Recession to identify migration responses to local shocks and find that low-skilled Mexican-born immigrants respond much more strongly than low-skilled natives. Further, Mexican mobility reduced the incidence of local demand shocks on natives, such that those living in metro areas with a substantial Mexican-born population experienced a roughly 50 percent weaker relationship between local shocks and local employment probabilities. (JEL E32, J15, J23, J24, J61, R23)
DOI: 10.3886/e113608
title: Replication data for: Spring Forward at Your Own Risk: Daylight Saving Time and Fatal Vehicle Crashes

description: Daylight Saving Time (DST) impacts over 1.5 billion people, yet many of its impacts on practicing populations remain uncertain. Exploiting the discrete nature of DST transitions and a 2007 policy change, I estimate the impact of DST on fatal automobile crashes. My results imply that from 2002-2011 the transition into DST caused over 30 deaths at a social cost of $275 million annually. Employing four tests to decompose the aggregate effect into an ambient light or sleep mechanism, I find that shifting ambient light only reallocates fatalities within a day, while sleep deprivation caused by the spring transition increases risk. (JEL I12, Q48, R41)
DOI: 10.3886/e113608v1
title: Replication data for: Spring Forward at Your Own Risk: Daylight Saving Time and Fatal Vehicle Crashes

description: Daylight Saving Time (DST) impacts over 1.5 billion people, yet many of its impacts on practicing populations remain uncertain. Exploiting the discrete nature of DST transitions and a 2007 policy change, I estimate the impact of DST on fatal automobile crashes. My results imply that from 2002-2011 the transition into DST caused over 30 deaths at a social cost of $275 million annually. Employing four tests to decompose the aggregate effect into an ambient light or sleep mechanism, I find that shifting ambient light only reallocates fatalities within a day, while sleep deprivation caused by the spring transition increases risk. (JEL I12, Q48, R41)
DOI: 10.3886/e113885
title: Replication data for: The Demand for Medical Male Circumcision

description: This paper measures the demand for adult medical male circumcision using an experiment that randomly offered varying-priced subsidies and comprehensive information to 1,600 uncircumcised men in urban Malawi. We find low demand for male circumcision: only 3 percent are circumcised over a three month period. Despite the low overall level of take-up, both price and information are significant determinants of circumcision. Still, the main barriers to male circumcision-cultural norms and fear of pain-are not affected by prices or information. Significant demand generation efforts are needed for this HIV prevention strategy to be effective.
DOI: 10.3886/e113886
title: Replication data for: Do Male-Female Wage Differentials Reflect Differences in the Return to Skill? Cross-City Evidence from 1980-2000

description: Male-female wage gaps declined significantly over the 1980s and 1990s, while returns to education increased. In this paper, we use cross-city data to explore whether, like the return to education, the change in the gender wage gap may reflect changes in skill prices induced by the diffusion of information technology. We show that male-female and education-wage differentials moved in opposite directions in response to the adoption of PCs. Our most credible estimates simply that changes in skill prices driven by PC adoption can explain most of the decline in the US male-female wage gap since 1980.
DOI: 10.3886/e113886v1
title: Replication data for: Do Male-Female Wage Differentials Reflect Differences in the Return to Skill? Cross-City Evidence from 1980-2000

description: Male-female wage gaps declined significantly over the 1980s and 1990s, while returns to education increased. In this paper, we use cross-city data to explore whether, like the return to education, the change in the gender wage gap may reflect changes in skill prices induced by the diffusion of information technology. We show that male-female and education-wage differentials moved in opposite directions in response to the adoption of PCs. Our most credible estimates simply that changes in skill prices driven by PC adoption can explain most of the decline in the US male-female wage gap since 1980.
DOI: 10.3886/e113888
title: Replication data for: Keeping It Simple: Financial Literacy and Rules of Thumb

description: Micro-entrepreneurs often lack the financial literacy required to make important financial decisions. We conducted a randomized evaluation with a bank in the Dominican Republic to compare the impact of two distinct programs: standard accounting training versus a simplified, rule-of-thumb training that taught basic financial heuristics. The rule-of-thumb training significantly improved firms' financial practices, objective reporting quality, and revenues. For micro-entrepreneurs with lower skills or poor initial financial practices, the impact of the rule-of-thumb training was significantly larger than that of the standard accounting training, suggesting that simplifying training programs might improve their effectiveness for less sophisticated individuals.
DOI: 10.3886/e113888v1
title: Replication data for: Keeping It Simple: Financial Literacy and Rules of Thumb

description: Micro-entrepreneurs often lack the financial literacy required to make important financial decisions. We conducted a randomized evaluation with a bank in the Dominican Republic to compare the impact of two distinct programs: standard accounting training versus a simplified, rule-of-thumb training that taught basic financial heuristics. The rule-of-thumb training significantly improved firms' financial practices, objective reporting quality, and revenues. For micro-entrepreneurs with lower skills or poor initial financial practices, the impact of the rule-of-thumb training was significantly larger than that of the standard accounting training, suggesting that simplifying training programs might improve their effectiveness for less sophisticated individuals.
DOI: 10.3886/e114093
title: Replication data for: Inflation in the Great Recession and New Keynesian Models

description: Several prominent economists have argued that existing DSGE models cannot properly account for the evolution of key macroeconomic variables during and following the recent Great Recession. We challenge this argument by showing that a standard DSGE model with financial frictions available prior to the recent crisis successfully predicts a sharp contraction in economic activity along with a protracted but relatively modest decline in inflation, following the rise in financial stress in 2008:IV. The model does so even though inflation remains very dependent on the evolution of economic activity and of monetary policy. (JEL E12, E31, E32, E37, E44, E52, G01)
DOI: 10.3886/e114093v1
title: Replication data for: Inflation in the Great Recession and New Keynesian Models

description: Several prominent economists have argued that existing DSGE models cannot properly account for the evolution of key macroeconomic variables during and following the recent Great Recession. We challenge this argument by showing that a standard DSGE model with financial frictions available prior to the recent crisis successfully predicts a sharp contraction in economic activity along with a protracted but relatively modest decline in inflation, following the rise in financial stress in 2008:IV. The model does so even though inflation remains very dependent on the evolution of economic activity and of monetary policy. (JEL E12, E31, E32, E37, E44, E52, G01)
DOI: 10.3886/e113105
title: Replication data for: Advertising and Risk Selection in Health Insurance Markets

description: This paper studies the impact of advertising as a channel for risk selection in Medicare Advantage. We provide evidence that insurer advertising is responsive to the gains from risk selection. Then we develop and estimate an equilibrium model of Medicare Advantage with advertising, allowing rich individual heterogeneity. Our estimates show that advertising is effective in attracting healthy individuals who are newly eligible for Medicare, contributing to advantageous selection into Medicare Advantage. Moreover, risk selection through advertising substantially lowers premiums by improving insurers' risk pools. The distributional implication is that unhealthy consumers may be better off through cross-subsidization from healthy individuals.
DOI: 10.3886/e113105v1
title: Replication data for: Advertising and Risk Selection in Health Insurance Markets

description: This paper studies the impact of advertising as a channel for risk selection in Medicare Advantage. We provide evidence that insurer advertising is responsive to the gains from risk selection. Then we develop and estimate an equilibrium model of Medicare Advantage with advertising, allowing rich individual heterogeneity. Our estimates show that advertising is effective in attracting healthy individuals who are newly eligible for Medicare, contributing to advantageous selection into Medicare Advantage. Moreover, risk selection through advertising substantially lowers premiums by improving insurers' risk pools. The distributional implication is that unhealthy consumers may be better off through cross-subsidization from healthy individuals.
DOI: 10.3886/e113106
title: Replication data for: Bad Investments and Missed Opportunities? Postwar Capital Flows to Asia and Latin America

description: After World War II, international capital flowed into slow-growing Latin America rather than fast-growing Asia. This is surprising as, everything else equal, fast growth should imply high capital returns. This paper develops a capital flow accounting framework to quantify the role of different factor market distortions in producing these patterns. Surprisingly, we find that distortions in labor markets, rather than domestic or international capital markets, account for the bulk of these flows. Labor market distortions that indirectly depress investment incentives by lowering equilibrium labor supply explain two-thirds of observed flows, while improvement in these distortions over time accounts for much of Asia's rapid growth.
DOI: 10.3886/e113106v1
title: Replication data for: Bad Investments and Missed Opportunities? Postwar Capital Flows to Asia and Latin America

description: After World War II, international capital flowed into slow-growing Latin America rather than fast-growing Asia. This is surprising as, everything else equal, fast growth should imply high capital returns. This paper develops a capital flow accounting framework to quantify the role of different factor market distortions in producing these patterns. Surprisingly, we find that distortions in labor markets, rather than domestic or international capital markets, account for the bulk of these flows. Labor market distortions that indirectly depress investment incentives by lowering equilibrium labor supply explain two-thirds of observed flows, while improvement in these distortions over time accounts for much of Asia's rapid growth.
DOI: 10.3886/e113357
title: Replication data for: Defined Contribution Pension Plans: Mutual Fund Asset Allocation Changes

description: In this paper we compare changes in asset allocations between mutual funds held in defined contribution pension plans and funds held by other investors. We investigate how flows into equity and fixed income mutual funds depend on macroeconomic conditions. We find that defined contribution plans react more sensitively to these conditions, suggesting effects on mutual fund managers and other investors.
DOI: 10.3886/e113357v1
title: Replication data for: Defined Contribution Pension Plans: Mutual Fund Asset Allocation Changes

description: In this paper we compare changes in asset allocations between mutual funds held in defined contribution pension plans and funds held by other investors. We investigate how flows into equity and fixed income mutual funds depend on macroeconomic conditions. We find that defined contribution plans react more sensitively to these conditions, suggesting effects on mutual fund managers and other investors.
DOI: 10.3886/e113358
title: Replication data for: The Retirement Consumption Puzzle in China

description: Using data from China's Urban Household Survey and exploiting China's mandatory retirement policy, we use the regression discontinuity approach to estimate the impact of retirement on household expenditures. Retirement reduces total non-durable expenditures by 20 percent. Among the categories of non-durable expenditures, retirement reduces work-related expenditures and expenditures on food consumed at home but has an insignificant effect on entertainment expenditures. After excluding these three components, retirement does not have an effect on the remaining non-durable expenditures. It suggests that the retirement consumption puzzle might not be a puzzle if a life-cycle model with home production is considered.
DOI: 10.3886/e113358v1
title: Replication data for: The Retirement Consumption Puzzle in China

description: Using data from China's Urban Household Survey and exploiting China's mandatory retirement policy, we use the regression discontinuity approach to estimate the impact of retirement on household expenditures. Retirement reduces total non-durable expenditures by 20 percent. Among the categories of non-durable expenditures, retirement reduces work-related expenditures and expenditures on food consumed at home but has an insignificant effect on entertainment expenditures. After excluding these three components, retirement does not have an effect on the remaining non-durable expenditures. It suggests that the retirement consumption puzzle might not be a puzzle if a life-cycle model with home production is considered.
DOI: 10.3886/e113359
title: Replication data for: Limited Attention and the Residential Energy Efficiency Gap

description: Inattention may be an important contributor to the energy efficiency gap and may be particularly acute in residential buildings where many different features will determine a home's energy use. Energy audits can provide information on how to reduce energy loss in a home, but the use of audits is rare. We use data from a national survey of 1700 homeowners to study the factors affecting a home owner's choice to have an audit. We create an index of energy inattention for our survey respondents. This index and two additional behavioral factors prove to be important determinants of the audit choice.
DOI: 10.3886/e113359v1
title: Replication data for: Limited Attention and the Residential Energy Efficiency Gap

description: Inattention may be an important contributor to the energy efficiency gap and may be particularly acute in residential buildings where many different features will determine a home's energy use. Energy audits can provide information on how to reduce energy loss in a home, but the use of audits is rare. We use data from a national survey of 1700 homeowners to study the factors affecting a home owner's choice to have an audit. We create an index of energy inattention for our survey respondents. This index and two additional behavioral factors prove to be important determinants of the audit choice.