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Report
Gender discrimination and social identity: experimental evidence from urban Pakistan
Gender discrimination in South Asia is a well-documented fact. However, gender is only one of an individual?s many identities. This paper investigates how gender discrimination depends on the social identities of interacting parties. We use an experimental approach to identify gender discrimination by randomly matching 2,836 male and female students pursuing bachelor?s-equivalent degrees in three different types of institutions?Madrassas (religious seminaries), Islamic universities, and liberal universities?that represent distinct identities within the Pakistani society. Our main finding is ...
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 ...
Report
The gender gap in mathematics: evidence from a middle-income country
Using a large administrative data set from Chile, we find that, on average, boys perform better than girls in mathematics. In this paper, we document several features of their relative performance. First, we note that the gender gap appears to increase with age (it doubles between fourth grade and eighth grade). Second, we test whether commonly proposed explanations such as parental background and investment in the child, unobserved ability, and classroom environment (including teacher gender) help explain a substantial portion of the gap. While none of these explanations help in explaining a ...
Report
Gender and dynamic agency: theory and evidence on the compensation of top executives
We document three new facts about gender differences in executive compensation. First, female executives receive a lower share of incentive pay in total compensation relative to males. This difference accounts for 93 percent of the gender gap in total pay. Second, the compensation of female executives displays lower pay-performance sensitivity. A $1 million increase in firm value generates a $17,150 increase in firm-specific wealth for male executives and a $1,670 increase for females. Third, female executives are more exposed to bad firm performance and less exposed to good firm performance ...
Report
Gender representation in economics across topics and time: evidence from the NBER
We document the representation of female economists on the conference programs at the NBER Summer Institute from 2001 to 2016. Over the 2013-16 period, women made up 20.6 percent of all authors on scheduled papers. However, there was large dispersion across programs, with the share of female authors ranging from 7.3 percent to 47.7 percent. While the average share of women rose slightly?from 18.5 percent in 2001-04?a persistent gap between the finance, macroeconomics, and microeconomics subfields remains, with women representing 14.4 percent of authors in finance, 16.3 percent of authors in ...
Report
Preference for the workplace, investment in human capital, and gender
We use a hypothetical choice methodology to estimate preferences for workplace attributes and quantify how much these preferences influence pre-labor-market human capital investments. This method robustly identifies preferences for various job attributes, free from omitted variable bias and free from considering the equilibrium job match. Women on average have a higher willingness to pay (WTP) for jobs with greater work flexibility and job stability, and men have a higher WTP for jobs with higher earnings growth. These job preferences relate to college major choices and actual job choices, ...
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 ...
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 ...
Working Paper
Racial Gaps in Labor Market Outcomes in the Last Four Decades and over the Business Cycle
We examine racial disparities in key labor market outcomes for men and women over the past four decades, with a special emphasis on their evolution over the business cycle. Blacks have substantially higher and more cyclical unemployment rates than whites, and observable characteristics can explain very little of this differential, which is importantly driven by a comparatively higher risk of job loss. In contrast, the Hispanic-white unemployment rate gap is comparatively small and is largely explained by lower educational attainment of (mostly foreign-born) Hispanics. Regarding labor force ...
Journal Article
The Uneven Recovery in Prime-Age Labor Force Participation
The labor force participation rate of prime-age individuals (age 25 to 54) in the United States declined dramatically during and after the Great Recession. Although the prime-age labor force participation rate has been increasing since mid-2015, it remains below its pre-recession level. Understanding the reasons for this decline requires detailed analysis; aggregate statistics on labor force participation may mask potential differences in labor market outcomes by sex or educational attainment. Didem Tzemen and Thao Tran identify these differences, finding that prime-age men and women without ...