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Where an individual grows up has large implications for their long-term economic outcomes, including earnings and intergenerational mobility. Even within the United States, the “causal effect of place” varies greatly and cannot be fully explained by socioeconomic conditions. Across different nations, variation in growth and mobility have been linked to more individualistic cultures. We assess how variation of historically driven individualism within the United States affects mobility. Areas in the United States that were isolated on the frontier for longer periods of time during the 19th century have a stronger culture of “rugged individualism” [S. Bazzi, M. Fiszbein, M. Gebresilasse, Econometrica 88, 2329–2368 (2020)]. We combine county-level measures of frontier experience with modern measures of the causal effect of place on mobility—the predicted percentage change in an individual’s earnings at age 26 y associated with “growing up” in a particular county [R. Chetty, N. Hendren, Q. J. Econ. 133, 1163–1228 (2018)]. Using commuting zone fixed effects and a suite of county-level controls to absorb regional variation in frontier experience and modern economic conditions, we find an additional decade of frontier experience results in 25% greater modern-day income mobility for children of parents in the 25th percentile of income and 14% for those born to parents in the 75th percentile. We use mediation analysis to present suggestive evidence that informal manifestations of “rugged individualism”—those embodied by the individuals themselves—are more strongly associated with upward mobility than formal policy or selective migration.
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This content will become publicly available on July 1, 2026
Not Playing Favorites: Parents and the Value of Equal Opportunity †
We conduct two experiments to identify the value parents place on equality of opportunity when investing in children. The experiments exogenously vary short-run returns to educational investments to identify the weight placed on equalizing “opportunity” (child-level investment) relative to maximizing “returns” (total household earnings) or to equalizing “outcomes” (child-level expected earnings). While parents in both experiments place some weight on maximizing returns, they also display a strong preference for equalizing opportunities and are willing to forgo 15–45 percent of their earnings to do so. Parents in higher-income countries also care about equalizing outcomes, while parents in lower-income countries do not. (JEL D63, J12, J13, O15)
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- Award ID(s):
- 1847087
- PAR ID:
- 10627593
- Publisher / Repository:
- American Economic Association
- Date Published:
- Journal Name:
- American Economic Journal: Applied Economics
- Volume:
- 17
- Issue:
- 3
- ISSN:
- 1945-7782
- Page Range / eLocation ID:
- 117 to 160
- Format(s):
- Medium: X
- Sponsoring Org:
- National Science Foundation
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