IDEAS home Printed from https://ideas.repec.org/p/ces/ceswps/_12295.html

Exposure to Inequality, Human Capital Investment, and Labor Market Outcomes

Author

Listed:
  • Jan Bietenbeck
  • Matthew Collins
  • Petter Lundborg
  • Kaveh Majlesi

Abstract

We estimate the effects of exposure to income and wealth inequality during adolescence on long-term educational and labor market outcomes. Using detailed Swedish register data covering all students completing compulsory education between 1989 and 2013, we construct measures of inequality among students’ school-cohort peers and exploit variation between cohorts within schools to identify plausibly causal effects. We find no evidence that exposure to inequality affects GPA, high school graduation, university enrollment, university completion, or income up to age 35. These null results are precisely estimated and robust to alternative measures of inequality, sample definitions, and specifications. Moreover, we find no evidence of systematic heterogeneity by socioeconomic background. Taken together, these findings provide reassurance that school integration policies mixing students from different socioeconomic backgrounds do not carry hidden long-run costs stemming from exposure to inequality. More broadly, they challenge the view that school-based exposure to peer inequality during adolescence is a causal driver of human capital accumulation or later-life mobility.

Suggested Citation

  • Jan Bietenbeck & Matthew Collins & Petter Lundborg & Kaveh Majlesi, 2025. "Exposure to Inequality, Human Capital Investment, and Labor Market Outcomes," CESifo Working Paper Series 12295, CESifo.
  • Handle: RePEc:ces:ceswps:_12295
    as

    Download full text from publisher

    File URL: https://www.ifo.de/DocDL/cesifo1_wp12295.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Jan Bietenbeck, 2025. "Do Motivated Classmates Matter for Educational Success?," The Economic Journal, Royal Economic Society, vol. 135(665), pages 36-58.
    2. Raj Chetty & Nathaniel Hendren, 2018. "The Impacts of Neighborhoods on Intergenerational Mobility II: County-Level Estimates," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1163-1228.
    3. Andros Kourtellos & Chih Ming Tan & Steven N. Durlauf, 2022. "The Great Gatsby Curve," Annual Review of Economics, Annual Reviews, vol. 14(1), pages 571-605, August.
    4. Victor Lavy & M. Daniele Paserman & Analia Schlosser, 2012. "Inside the Black Box of Ability Peer Effects: Evidence from Variation in the Proportion of Low Achievers in the Classroom," Economic Journal, Royal Economic Society, vol. 122(559), pages 208-237, March.
    5. David Figlio & Paola Giuliano & Riccardo Marchingiglio & Umut Ozek & Paola Sapienza, 2024. "Diversity in Schools: Immigrants and the Educational Performance of U.S.-Born Students," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(2), pages 972-1006.
    6. Raj Chetty & Nathaniel Hendren, 2018. "The Impacts of Neighborhoods on Intergenerational Mobility I: Childhood Exposure Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1107-1162.
    7. Anne Ardila Brenøe & Ulf Zölitz, 2020. "Exposure to More Female Peers Widens the Gender Gap in STEM Participation," Journal of Labor Economics, University of Chicago Press, vol. 38(4), pages 1009-1054.
    8. Miles Corak, 2013. "Income Inequality, Equality of Opportunity, and Intergenerational Mobility," Journal of Economic Perspectives, American Economic Association, vol. 27(3), pages 79-102, Summer.
    9. Thomas Piketty & Emmanuel Saez, 2014. "Inequality in the long run," Post-Print halshs-01053609, HAL.
    10. Helena Hautala & Hannu Lehti, 2025. "Children’s Perceived Economic Disadvantage and Social Relationships in School: Family Relationships as a Mediating Factor," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 18(1), pages 295-318, February.
    11. Raj Chetty & Nathaniel Hendren & Patrick Kline & Emmanuel Saez, 2014. "Where is the land of Opportunity? The Geography of Intergenerational Mobility in the United States," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1553-1623.
    12. Jan Bietenbeck, 2020. "The Long-Term Impacts of Low-Achieving Childhood Peers: Evidence from Project STAR," Journal of the European Economic Association, European Economic Association, vol. 18(1), pages 392-426.
    13. Bruce D. Meyer & James X. Sullivan, 2017. "Consumption and Income Inequality in the U.S. Since the 1960s," NBER Working Papers 23655, National Bureau of Economic Research, Inc.
    14. David J. Deming & Justine S. Hastings & Thomas J. Kane & Douglas O. Staiger, 2014. "School Choice, School Quality, and Postsecondary Attainment," American Economic Review, American Economic Association, vol. 104(3), pages 991-1013, March.
    15. Wilkinson, Richard G. & Pickett, Kate E., 2007. "The problems of relative deprivation: Why some societies do better than others," Social Science & Medicine, Elsevier, vol. 65(9), pages 1965-1978, November.
    16. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2013. "Under Pressure? The Effect of Peers on Outcomes of Young Adults," Journal of Labor Economics, University of Chicago Press, vol. 31(1), pages 119-153.
    17. Garance Genicot & Debraj Ray, 2017. "Aspirations and Inequality," Econometrica, Econometric Society, vol. 85, pages 489-519, March.
    18. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2008. "Trends in U.S. Wage Inequality: Revising the Revisionists," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 300-323, May.
    19. David N. Figlio, 2007. "Boys Named Sue: Disruptive Children and Their Peers," Education Finance and Policy, MIT Press, vol. 2(4), pages 376-394, September.
    20. Gary S. Becker, 1964. "Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, First Edition," NBER Books, National Bureau of Economic Research, Inc, number beck-5, December.
    21. Jacob Lundberg & Daniel Waldenström, 2018. "Wealth Inequality in Sweden: What can we Learn from Capitalized Income Tax Data?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 64(3), pages 517-541, September.
    22. Caroline Hoxby, 2000. "Peer Effects in the Classroom: Learning from Gender and Race Variation," NBER Working Papers 7867, National Bureau of Economic Research, Inc.
    23. Andreas Bjerre-Nielsen & Mikkel Høst Gandil, 2024. "Attendance Boundary Policies and the Limits to Combating School Segregation," American Economic Journal: Economic Policy, American Economic Association, vol. 16(1), pages 190-227, February.
    24. Benjamin Friedrich & Lisa Laun & Costas Meghir, 2022. "Earnings dynamics of immigrants and natives in Sweden 1985–2016," Quantitative Economics, Econometric Society, vol. 13(4), pages 1803-1847, November.
    25. Gary S. Becker & Nigel Tomes, 1994. "Human Capital and the Rise and Fall of Families," NBER Chapters, in: Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition, pages 257-298, National Bureau of Economic Research, Inc.
    26. Scott E. Carrell & Mark Hoekstra & Elira Kuka, 2018. "The Long-Run Effects of Disruptive Peers," American Economic Review, American Economic Association, vol. 108(11), pages 3377-3415, November.
    27. Domènech-Arumí, Gerard, 2025. "Neighborhoods, perceived Inequality, and preferences for Redistribution: Evidence from Barcelona," Journal of Public Economics, Elsevier, vol. 242(C).
    28. Victor Lavy & Analia Schlosser, 2011. "Mechanisms and Impacts of Gender Peer Effects at School," American Economic Journal: Applied Economics, American Economic Association, vol. 3(2), pages 1-33, April.
    29. repec:hal:pseose:halshs-01053609 is not listed on IDEAS
    30. Victor Lavy & Analia Schlosser, 2011. "Mechanisms and Impacts of Gender Peer Effects at School," American Economic Journal: Applied Economics, American Economic Association, vol. 3(2), pages 1-33, April.
    31. Rauscher, Emily & Friedline, Terri & Banerjee, Mahasweta, 2017. "We're not rich, but we're definitely not poor: Young children's conceptions of social class," Children and Youth Services Review, Elsevier, vol. 83(C), pages 101-111.
    32. Joshua Angrist & Guthrie Gray-Lobe & Clemence M. Idoux & Parag A. Pathak, 2022. "Still Worth the Trip? School Busing Effects in Boston and New York," NBER Working Papers 30308, National Bureau of Economic Research, Inc.
    33. Pickett, Kate E. & Wilkinson, Richard G., 2015. "Income inequality and health: A causal review," Social Science & Medicine, Elsevier, vol. 128(C), pages 316-326.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. de Gendre, Alexandra & Salamanca, Nicolás, 2020. "On the Mechanisms of Ability Peer Effects," IZA Discussion Papers 13938, IZA Network @ LISER.
    2. Dewan, Prerna & Ray, Tridip & Roy Chaudhuri, Arka & Tater, Kirti, 2024. "Gender peer effects in high schools: Evidence from India," Journal of Economic Behavior & Organization, Elsevier, vol. 220(C), pages 470-494.
    3. Stanislav Avdeev, 2025. "University as a Melting Pot: Long-term Effects of Internationalization," CESifo Working Paper Series 12283, CESifo.
    4. Weina Zhou & Andrew J. Hill, 2023. "The spillover effects of parental verbal conflict on classmates' cognitive and noncognitive outcomes," Economic Inquiry, Western Economic Association International, vol. 61(2), pages 342-363, April.
    5. repec:osf:socarx:hyau2_v1 is not listed on IDEAS
    6. Fletcher, Jason M. & Ross, Stephen L. & Zhang, Yuxiu, 2020. "The consequences of friendships: Evidence on the effect of social relationships in school on academic achievement," Journal of Urban Economics, Elsevier, vol. 116(C).
    7. Zhao, Liqiu & Zhao, Zhong, 2021. "Disruptive Peers in the Classroom and Students’ Academic Outcomes: Evidence and Mechanisms," Labour Economics, Elsevier, vol. 68(C).
    8. Dinarte-Diaz, Lelys, 2025. "Understanding the effects of group composition by risk for violence. Experimental evidence from El Salvador," Journal of Development Economics, Elsevier, vol. 175(C).
    9. Dustmann, Christian & Ku, Hyejin & Kwak, Do Won, 2018. "Why Are Single-Sex Schools Successful?," Labour Economics, Elsevier, vol. 54(C), pages 79-99.
    10. Feng, Shuaizhang & Kim, Jun Hyung & Yang, Zhe, 2021. "Effects of Childhood Peers on Personality Skills," GLO Discussion Paper Series 1004, Global Labor Organization (GLO).
    11. Merlino, Luca Paolo & Steinhardt, Max Friedrich & Wren-Lewis, Liam, 2024. "The long run impact of childhood interracial contact on residential segregation," Journal of Public Economics, Elsevier, vol. 239(C).
    12. Aurélien Sallin & Simone Balestra, 2022. "The Earth is Not Flat: A New World of High-Dimensional Peer Effects," Economics of Education Working Paper Series 0189, University of Zurich, Department of Business Administration (IBW).
    13. Xu, Bin & Ma, Qingxuan & Yu, Qianbin, 2024. "Does the proportion of rural students affect the performance of urban students? ––Evidence from urban schools in China," International Journal of Educational Development, Elsevier, vol. 105(C).
    14. Claudia Olivetti & Eleonora Patacchini & Yves Zenou, 2020. "Mothers, Peers, and Gender-Role Identity," Journal of the European Economic Association, European Economic Association, vol. 18(1), pages 266-301.
    15. Simone Balestra & Aurélien Sallin & Stefan C. Wolter, 2023. "High-Ability Influencers? The Heterogeneous Effects of Gifted Classmates," Journal of Human Resources, University of Wisconsin Press, vol. 58(2), pages 633-665.
    16. Getik, Demid & Meier, Armando N., 2022. "Peer gender and mental health⁎," Journal of Economic Behavior & Organization, Elsevier, vol. 197(C), pages 643-659.
    17. Chen, Yuanyuan & Feng, Shuaizhang & Yang, Chao, 2024. "Heterogeneous peer effects under endogenous selection: An application to local and migrant children in elementary schools in Shanghai," China Economic Review, Elsevier, vol. 87(C).
    18. Giulietti, Corrado & Vlassopoulos, Michael & Zenou, Yves, 2022. "Peers, gender, and long-term depression," European Economic Review, Elsevier, vol. 144(C).
    19. Patacchini, Eleonora & Fernández, Raquel & Cools, Angela, 2019. "Girls, Boys, and High Achievers," CEPR Discussion Papers 13754, C.E.P.R. Discussion Papers.
    20. Auestad, May Linn, 2018. "The effect of low-achieving peers," Labour Economics, Elsevier, vol. 55(C), pages 178-214.
    21. Wennberg, Karl & Norgren, Axel, 2021. "Models of Peer Effects in Education," Working Papers 21/3, Stockholm School of Economics, Center for Educational Leadership and Excellence.

    More about this item

    Keywords

    ;
    ;
    ;

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • J62 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Job, Occupational and Intergenerational Mobility; Promotion

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ces:ceswps:_12295. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Klaus Wohlrabe (email available below). General contact details of provider: https://edirc.repec.org/data/cesifde.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.