The DOI matches its Crossref record; 37 of the 38 references it cites were found in a registry or an index.
Racial Labor Market Gaps: The Role of Abilities and Schooling Choices
Abstract
This paper studies the relationship between abilities, schooling choices, and black-white differentials in labor market outcomes. The analysis is based on a model of endogenous schooling choices. Agents' schooling decisions are based on expected future earnings, family background, and unobserved abilities. Earnings are also determined by unobserved abilities. The analysis distinguishes unobserved abilities from observed test scores. The model is implemented using data from the NLSY79. The results indicate that, even after controlling for abilities, there exist significant racial labor market gaps. They also suggest that the standard practice of equating observed test scores may overcompensate for differentials in ability.
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“Heckman, Stixrud and Urzua [2006] and Urzua [2008] demonstrate the importance of correcting for reverse causality arising from schooling affecting traits and traits affecting schooling in interpreting the effects of personality tests on a variety of socioeconomic outcomes.”
From Personality Psychology and Economics (2011) · cites this paper as Urzua [2008]
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Cites
Becker, G. S. (1983) · Cited by 6,708
(1964) · SSRN Electronic Journal · Cited by 5,128
The effects of cognitive and noncognitive abilities on labor market outcomes and social behavior
Heckman, J. J., Stixrud, J., & Urzua, S. (2006) · Journal of Labor Economics · doi:10.1086/504455 · Cited by 4,427
Human Cognitive Abilities: A Survey of Factor-Analytic Studies
Carroll, J. B. (1993) · doi:10.1017/cbo9780511571312 · Cited by 4,121
The Bell Curve: Intelligence and Class Structure in American Life.
Preston, S. H., Herrnstein, R. J., & Murray, C. A. (1995) · Population and Development Review · doi:10.2307/2137757 · Cited by 4,027
Investment in Human Capital and Personal Income Distribution
Mincer, J. (1958) · Journal of Political Economy · doi:10.1086/258055 · Cited by 3,920
Human cognitive abilities a survey of factor-analytic studies
Carroll, J. B. (2004) · Cited by 3,395
The g factor: the science of mental ability
(1998) · Choice Reviews Online · doi:10.5860/choice.36-2443 · Cited by 2,763
Handbook of The Economics of Education
(2011) · Handbook of the economics of education · doi:10.1016/c2009-0-19772-6 · Cited by 2,590
Human Capital, A Theoretical and Empirical Analysis with Special Reference to Education
Caire, G., & Becker, G. S. (1967) · Revue économique · doi:10.2307/3499575 · Cited by 1,993
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Metadata
- Authors
- Urzúa, S.
- Affiliations
- Northwestern University (US)
- Corresponding author
- Urzúa, Sergio
- ORCID
- Urzúa, Sergio
- Venue
- Journal of Human Resources
- Publisher
- University of Wisconsin Press
- Published
- 2008
- Volume
- 43
- Issue
- 4
- Pages
- 919-971
- ISSN
- 0022-166X (ISSN-L)
- 1548-8004
- OpenAlex
- W2125431809
- Cited by
- 130
- References
- 38
- Citations by year
- 2026: 1 · 2025: 1 · 2024: 3 · 2023: 5 · 2022: 1 · 2021: 4 · 2020: 43 · 2019: 6 · 2018: 2 · 2017: 3 · 2016: 3 · 2015: 3 · 2014: 8 · 2013: 10 · 2012: 5
- FWCI
- 23.90
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- The Journal of Human Resources (publishedVersion)
- Project Muse (Johns Hopkins University) (submittedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Topics
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Labor market dynamics and wage inequality
- Social Sciences › Sociology and Political Science › Intergenerational and Educational Inequality Studies
- Social Sciences › Sociology and Political Science › Names, Identity, and Discrimination Research
- Keywords
- unobserved ability, test equating, ability assessment, family background, National Longitudinal Survey of Youth 1979
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