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Can Patience Account for Subnational Differences in Student Achievement? Regional Analysis with Facebook Interests

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  • Eric A. Hanushek
  • Lavinia Kinne
  • Pietro Sancassani
  • Ludger Woessmann

Abstract

Decisions to invest in human capital depend on people’s time preferences. We show that differences in patience are closely related to substantial subnational differences in educational achievement, leading to new perspectives on longstanding within-country disparities. We use social-media data – Facebook interests – to construct novel regional measures of patience within Italy and the United States. Patience is strongly positively associated with student achievement in both countries, accounting for two-thirds of the achievement variation across Italian regions and one-third across U.S. states. Results also hold for six other countries with more limited regional achievement data.

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  • Eric A. Hanushek & Lavinia Kinne & Pietro Sancassani & Ludger Woessmann, 2023. "Can Patience Account for Subnational Differences in Student Achievement? Regional Analysis with Facebook Interests," NBER Working Papers 31690, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:31690
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    1. Bart H.H. Golsteyn & Hans Grönqvist & Lena Lindahl, 2014. "Adolescent Time Preferences Predict Lifetime Outcomes," Economic Journal, Royal Economic Society, vol. 124(580), pages 739-761, November.
    2. Raj Chetty & Matthew O. Jackson & Theresa Kuchler & Johannes Stroebel & Nathaniel Hendren & Robert B. Fluegge & Sara Gong & Federico Gonzalez & Armelle Grondin & Matthew Jacob & Drew Johnston & Martin, 2022. "Social capital I: measurement and associations with economic mobility," Nature, Nature, vol. 608(7921), pages 108-121, August.
    3. Matthias Sutter & Martin G. Kocher & Daniela Glätzle-Rützler & Stefan T. Trautmann, 2013. "Impatience and Uncertainty: Experimental Decisions Predict Adolescents' Field Behavior," American Economic Review, American Economic Association, vol. 103(1), pages 510-531, February.
    4. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    5. Woessmann Ludger, 2010. "Institutional Determinants of School Efficiency and Equity: German States as a Microcosm for OECD Countries," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 230(2), pages 234-270, April.
    6. Andrea Ichino & Giovanni Maggi, 2000. "Work Environment and Individual Background: Explaining Regional Shirking Differentials in a Large Italian Firm," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(3), pages 1057-1090.
    7. Angerer, Silvia & Bolvashenkova, Jana & Glätzle-Rützler, Daniela & Lergetporer, Philipp & Sutter, Matthias, 2023. "Children’s patience and school-track choices several years later: Linking experimental and field data," Journal of Public Economics, Elsevier, vol. 220(C).
    8. Michael Bailey & Drew M. Johnston & Martin Koenen & Theresa Kuchler & Dominic Russel & Johannes Stroebel, 2022. "The Social Integration of International Migrants: Evidence from the Networks of Syrians in Germany," NBER Working Papers 29925, National Bureau of Economic Research, Inc.
    9. Nick Obradovich & Ömer Özak & Ignacio Martín & Ignacio Ortuño-Ortín & Edmond Awad & Manuel Cebrián & Rubén Cuevas & Klaus Desmet & Iyad Rahwan & Ángel Cuevas, 2020. "Expanding the Measurement of Culture with a Sample of Two Billion Humans," NBER Working Papers 27827, National Bureau of Economic Research, Inc.
    10. 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.
    11. Alberto Alesina & Paola Giuliano, 2015. "Culture and Institutions," Journal of Economic Literature, American Economic Association, vol. 53(4), pages 898-944, December.
    12. Pablo Brañas-Garza & Diego Jorrat & Antonio M. Espín & Angel Sánchez, 2023. "Paid and hypothetical time preferences are the same: lab, field and online evidence," Experimental Economics, Springer;Economic Science Association, vol. 26(2), pages 412-434, April.
    13. Bird, Edward J., 2001. "Does the welfare state induce risk-taking?," Journal of Public Economics, Elsevier, vol. 80(3), pages 357-383, June.
    14. Thomas S. Dee & Brian Jacob, 2011. "The impact of no Child Left Behind on student achievement," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 30(3), pages 418-446, June.
    15. Eric A. Hanushek & Margaret E. Raymond, 2005. "Does school accountability lead to improved student performance?," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 24(2), pages 297-327.
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    More about this item

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • Z10 - Other Special Topics - - Cultural Economics - - - General

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