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Jel Classification:J16 

Working Paper
The Evolution of Lifetime Hours and the Gender Wage Gap

The gender wage gap decreased (opened) from 1940 to 1975 and then increased (closed) until 2010. We use the model introduced in Ben-Porath (1967) to assess the role of gender differences in life cycle profiles of market time in explaining this dynamics. Men's profiles changed little across cohorts, but women's profiles converged to that of men implying, eventually, stronger incentives for women to accumulate human capital. We calibrate the model and find that (1) The 1940-75 decrease of the gap was because men valued human capital more than women due to their working more. The 1975-10 ...
Working Papers , Paper 2022-025

Working Paper
Speaking for Herself: Changing Gender Roles in Survey Response

Among married and cohabiting couples, the percentage of female respondents has increased substantially in the PSID (Panel Study of Income Dynamics) from 9% in 1968 to 60% in 2015. This shift in gender composition has taken place despite a formal policy that historically designated male heads of household as respondents. We use this shift as a case study to explore which characteristics are associated with women responding to the PSID and how different respondent gender compositions may affect data quality. First, we find that women are increasingly less likely to respond as their husband?s ...
Research Working Paper , Paper RWP 19-1

Working Paper
Manning Up and Womaning Down: How Husbands and Wives Report Earnings When She Earns More

To infer social preferences regarding the relative earnings of spouses, we use measurement error in the earnings reported for married couples in the Current Population Survey. We compare the earnings reported for husbands and wives in the survey with their “true” earnings as reported by their employers to tax authorities. Compared with couples where the wife earns just less than the husband, those where she earns just more are 15.9 percentage points more likely to under-report her relative earnings. This pattern reflects the reporting behavior of both husbands and wives and is consistent ...
Opportunity and Inclusive Growth Institute Working Papers , Paper 28

Working Paper
Granular Income Inequality and Mobility using IDDA: Exploring Patterns across Race and Ethnicity

We explore the evolution of income inequality and mobility in the U.S. for a large number of subnational groups defined by race and ethnicity, using granular statistics describing income distributions, income mobility, and conditional income growth derived from the universe of tax filers and W-2 recipients that we observe over a two-decade period (1998–2019). We find that income inequality and income growth patterns identified from administrative tax records differ in important ways from those that one might identify in public survey sources. The full set of statistics that we construct is ...
Opportunity and Inclusive Growth Institute Working Papers , Paper 095

Report
Human capital investments and expectations about career and family

This paper studies how individuals believe human capital investments will affect their future career and family life. We conducted a survey of high-ability currently enrolled college students and elicited beliefs about how their choice of college major, and whether to complete their degree at all, would affect a wide array of future events, including future earnings, employment, marriage prospects, potential spousal characteristics, and fertility. We find that students perceive large ?returns" to human capital not only in their own future earnings, but also in a number of other dimensions ...
Staff Reports , Paper 792

Working Paper
Lifetime Work Hours and the Evolution of the Gender Wage Gap

The gender wage gap expanded between 1940 and 1975 but narrowed sharply between 1980 and 1995. We use a human capital accumulation model introduced in Ben-Porath (1967) to assess the role of gender differences in life-cycle profiles of market time and occupation sorting in explaining the gender wage gap dynamics over the long run. Men’s aggregate hours profiles changed little across cohorts, but women’s profiles converged to those of men, and especially so in higher-paying occupations. We calibrate the model to wage data by age, year, gender and occupation, and find that changing time ...
Working Papers , Paper 2022-025

Working Paper
Gender and Social Networks on Bank Boards

We examine the effect of the social networks of bank directors on board gender diversity and compensation using a unique, newly compiled dataset over the 1999-2018 period. We find that within-board social networks are extensive, but there are significant differences in the size and gender composition of social networks of male vs female bank directors. We also find that samegender networks play an important role in determining the gender composition of bank boards. Finally, we show that those connected to male directors receive higher compensation, but we find no evidence that connections to ...
Finance and Economics Discussion Series , Paper 2021-021

Working Paper
Pulled Out or Pushed Out? Declining Male Labor Force Participation

The fraction of men working in the United States has declined consistently since the 1950s. This has contributed to slower labor force growth and resulted in considerable gaps between labor force participation in the U.S. and its industrialized peers. In this paper we examine the drivers of this trend, focusing specifically on prime-age men (aged 25–54). We compare non-participation rates across four generations – the Silent Generation, Baby Boomers, Generation X, and Millennials – and decompose generational gaps into “push” and “pull” factors that are intended to be ...
Working Paper Series , Paper 2025-07

Report
Demographic Differences in Letters of Recommendation for Economics Ph.D. Students

We analyze letters of recommendation for more than 2,200 economics and finance Ph.D. graduates and document that letters for female and Black or Hispanic job candidates are weaker in some dimensions, while letters for Asian candidates are notably less positive overall. Female and Asian candidates are less likely to be recommended to top academic departments. Letter characteristics, especially a top recommendation, have meaningful effects on initial job placements and journal publications. The effect appears to be causal—we instrument for better letters and still estimate a meaningful impact ...
Staff Reports , Paper 1129

Discussion Paper
Women’s Labor Force Participation Was Rising to Record Highs—Until the Pandemic Hit

Women’s labor force participation grew precipitously in the latter half of the 20th century, but by around the year 2000, that progress had stalled. In fact, the labor force participation rate for prime-age women (those aged 25 to 54) fell four percentage points between 2000 and 2015, breaking a decades-long trend. However, as the labor market gained traction in the aftermath of the Great Recession, more women were drawn into the labor force. In less than five years, between 2015 and early 2020, women’s labor force participation had recovered nearly all of the ground lost over the prior ...
Liberty Street Economics , Paper 20210510

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