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Jel Classification:J38 

Working Paper
Explaining Stagnation in the College Wage Premium

After growing substantially during the 1980s through the early 2000s, the college wage premium more recently has been largely unchanged, or stagnant. We extend the canonical production-function model of skill premiums to assess supply and demand contributions to the slowdown in the college wage premium, using annual CPS ASEC data from the early 1960s through 2023. To account for the rising importance of women in the college educated workforce, we estimate a hybrid model that incorporates components that are disaggregated by age and gender. We also allow for non-linearities and changes over ...
Working Paper Series , Paper 2025

Working Paper
The Evolution of Technological Substitution in Low-Wage Labor Markets

This paper uses minimum wage hikes to evaluate the susceptibility of low-wage employment to technological substitution. We find that automation is accelerating and supplanting a broader set of low-wage routine jobs in the decade since the Financial Crisis. Simultaneously, low-wage interpersonal jobs are increasing and offsetting routine job loss. However, interpersonal job growth does not appear to be enough – as it was previous to the Financial Crisis – to fully offset the negative effects of automation on low-wage routine jobs. Employment losses are most evident among minority workers ...
Working Paper Series , Paper WP-2020-16

Report
Analyzing the Influence of Occupational Licensing Duration and Grandfathering on Labor Market Outcomes

The length of time from the implementation of an occupational licensing statute (i.e., licensing duration) may matter in influencing labor market outcomes. Adding to or raising the entry barriers are likely easier once an occupation is established and has gained influence in a political jurisdiction. States often enact grandfather clauses and ratchet up requirements that protect existing workers and increase entry costs to new entrants. We analyze the labor market influence of the duration of occupational licensing statutes for 13 major universally licensed occupations over a 75-year period. ...
Staff Report , Paper 556

Working Paper
Outsourcing Policy and Worker Outcomes: Causal Evidence from a Mexican Ban

A weakening of labor protection policies is often invoked as one cause of observed monopsony power and the decline in labor’s share of income, but little evidence exists on the causal impact of labor policies on wage markdowns. Using confidential Mexican economic census data from 1994 to 2019, we document a rising trend over this period in on-site outsourcing. Then, leveraging data from a manufacturing panel survey from 2013 to 2023 and a natural experiment featuring a ban on domestic outsourcing in 2021, we show that the ban drastically reduced outsourcing, increased wages, and reduced ...
Opportunity and Inclusive Growth Institute Working Papers , Paper 084

Working Paper
Micro- and Macroeconomic Impacts of a Place-Based Industrial Policy

We investigate the impact of a set of place-based subsidies introduced in Turkey in 2012. Using firm-level balance-sheet data along with data on the domestic production network, we first assess the policy’s direct and indirect impacts. We find an increase in economic activity in industry-province pairs that were the focus of the subsidy program, and positive spillovers to the suppliers and customers of subsidized firms. With the aid of a dynamic multi-region, multi-industry general equilibrium model, we then assess the program’s impacts. Based on the calibrated model, we find that, in the ...
Working Papers , Paper 23-12

Working Paper
The Effect of Minimum Wages on Consumer Bankruptcy

We use cross-state differences in minimum wage (MW) levels and county-level consumer bankruptcy rates from 1991-2017 to estimate the effect of changes in minimum wages on consumer bankruptcy by exploiting policy discontinuities at state borders. We find that Chapter 7 bankruptcy rates are significantly lower in counties belonging to states with higher MW compared to neighboring counties in the lower MW state: a 10 percent increase in MW decreases the bankruptcy rate by around 4 percent. Before the 2005 bankruptcy reform, this effect was almost twice as large as for the entire sample. ...
Working Papers , Paper 22-24

Working Paper
Why did Rich Families Increase their Fertility? Inequality and Marketization of Child Care

A negative relationship between income and fertility has persisted for so long that its existence is often taken for granted. One economic theory builds on this relationship and argues that rising inequality leads to greater differential fertility between rich and poor. We show that the relationship between income and fertility has ?attened between 1980 and 2010 in the US, a time of increasing inequality, as high income families increased their fertility. These facts challenge the standard theory. We propose that marketization of parental time costs can explain the changing relationship ...
Working Papers , Paper 2018-22

Working Paper
Disparities and Mitigation Behavior during COVID-19

This paper uses a unique large-scale survey administered in April 2020 to assess disparities on several dimensions of wellbeing under rising COVID-19 infections and mitigation restrictions in the US. The survey includes three modules designed to assess different dimensions of well-being in parallel: physical health, mental and social health, and economic and financial security. The survey is unique among early COVID-19 data efforts in that provides insight on diverse dimensions of wellbeing and for subnational geographies. I find dramatic declines in wellbeing from pre-COVID baseline measures ...
Opportunity and Inclusive Growth Institute Working Papers , Paper 32

Working Paper
Wage Shocks and the Technological Substitution of Low-Wage Job

We extend the task-based empirical framework used in the job polarization literature to analyze the susceptibility of low-wage employment to technological substitution. We find that increases in the cost of low-wage labor, via minimum wage hikes, lead to relative employment declines at cognitively routine occupations but not manually-routine or non-routine low-wage occupations. This suggests that low-wage routine cognitive tasks are susceptible to technological substitution. While the short-run employment consequence of this reshuffling on individual workers is economically small, due to ...
Working Paper Series , Paper WP-2017-3

Report
A Welfare Analysis of Occupational Licensing in U.S. States

We assess the welfare consequences of occupational licensing for workers and consumers. We estimate a model of labor market equilibrium in which licensing restricts labor supply but also affects labor demand via worker quality and selection. On the margin of occupations licensed differently between U.S. states, we find that licensing raises wages and hours but reduces employment. We estimate an average welfare loss of 12 percent of occupational surplus. Workers and consumers respectively bear 70 and 30 percent of the incidence. Higher willingness to pay offsets 80 percent of higher prices for ...
Staff Report , Paper 590

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