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Education, health and health-related behaviors: Evidence from higher education expansion

Author

Listed:
  • Massimiliano Bratti
  • Elena Cottini

    (Università Cattolica del Sacro Cuore
    Dipartimento di Economia e Finanza, Università Cattolica del Sacro Cuore)

  • Paolo Ghinetti
Abstract
This study throws light on the potential non-linear effects of education on individual health and health-related behaviors, finding a strong role for higher education. Using an instrumental variables (IVs) strategy, which leverages changes in withinprovince between-municipality college proximity across birth cohorts, we demonstrate that higher education affects individual health-related behavior. By contrast, IVs estimates based on a compulsory schooling age reform show mostly non-significant effects. Our results point to a complex link between education and health. On the one hand, higher education channels individuals into some healthy behaviors and better health outcomes namely healthy eating, more physical activity and a lower risk of obesity. On the other hand, it also appears to increase the prevalence of certain unhealthy behaviors, such as greater smoking and drinking prevalence and higher cigarettes consumption. Albeit effects are generally similar across genders, except in few cases (e.g. smoking behavior), our analysis highlights heterogeneous effects by age and helps explain potential differences in results reported in past quasi-experimental studies in which the cohorts affected by the educational reforms used for identification are observed at given ages and not over an individual’s entire life-cycle.

Suggested Citation

  • Massimiliano Bratti & Elena Cottini & Paolo Ghinetti, 2022. "Education, health and health-related behaviors: Evidence from higher education expansion," DISCE - Working Papers del Dipartimento di Economia e Finanza def114, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
  • Handle: RePEc:ctc:serie1:def114
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    References listed on IDEAS

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    1. Victor R. Fuchs, 1982. "Economic Aspects of Health," NBER Books, National Bureau of Economic Research, Inc, number fuch82-1.
    2. James J. Heckman & John Eric Humphries & Gregory Veramendi, 2018. "Returns to Education: The Causal Effects of Education on Earnings, Health, and Smoking," Journal of Political Economy, University of Chicago Press, vol. 126(S1), pages 197-246.
    3. Grimard, Franque & Parent, Daniel, 2007. "Education and smoking: Were Vietnam war draft avoiders also more likely to avoid smoking?," Journal of Health Economics, Elsevier, vol. 26(5), pages 896-926, September.
    4. Giorgio Brunello & Margherita Fort & Nicole Schneeweis & Rudolf Winter‐Ebmer, 2016. "The Causal Effect of Education on Health: What is the Role of Health Behaviors?," Health Economics, John Wiley & Sons, Ltd., vol. 25(3), pages 314-336, March.
    5. Martin Fischer & Martin Karlsson & Therese Nilsson, 2013. "Effects of Compulsory Schooling on Mortality: Evidence from Sweden," IJERPH, MDPI, vol. 10(8), pages 1-23, August.
    6. Grossman, Michael, 2006. "Education and Nonmarket Outcomes," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 1, chapter 10, pages 577-633, Elsevier.
    7. Fletcher, Jason M., 2015. "New evidence of the effects of education on health in the US: Compulsory schooling laws revisited," Social Science & Medicine, Elsevier, vol. 127(C), pages 101-107.
    8. Elena Cottini & Paolo Ghinetti & Simone Moriconi, 2019. "Higher Education Supply, Neighbourhood effects and Economic Welfare," Working Papers 2019-EQM-05, IESEG School of Management.
    9. Janke, Katharina & Johnston, David W. & Propper, Carol & Shields, Michael A., 2020. "The causal effect of education on chronic health conditions in the UK," Journal of Health Economics, Elsevier, vol. 70(C).
    10. Daniel A Kamhöfer & Hendrik Schmitz & Matthias Westphal, 2019. "Heterogeneity in Marginal Non-Monetary Returns to Higher Education," Journal of the European Economic Association, European Economic Association, vol. 17(1), pages 205-244.
    11. Pierre Koning & Dinand Webbink & Nicholas Martin, 2015. "The effect of education on smoking behavior: new evidence from smoking durations of a sample of twins," Empirical Economics, Springer, vol. 48(4), pages 1479-1497, June.
    12. Erik Hanushek & F. Welch (ed.), 2006. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 1, number 1, June.
    13. Black, Dan A. & Hsu, Yu-Chieh & Taylor, Lowell J., 2015. "The effect of early-life education on later-life mortality," Journal of Health Economics, Elsevier, vol. 44(C), pages 1-9.
    14. Park, Cheolsung & Kang, Changhui, 2008. "Does education induce healthy lifestyle?," Journal of Health Economics, Elsevier, vol. 27(6), pages 1516-1531, December.
    15. Adriana Lleras-Muney, 2005. "The Relationship Between Education and Adult Mortality in the United States," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 189-221.
    16. Jonathan Gruber & Sendhil Mullainathan, 2006. "Do Cigarette Taxes Make Smokers Happier?," Palgrave Macmillan Books, in: Yew-Kwang Ng & Lok Sang Ho (ed.), Happiness and Public Policy, chapter 6, pages 109-146, Palgrave Macmillan.
    17. Albouy, Valerie & Lequien, Laurent, 2009. "Does compulsory education lower mortality?," Journal of Health Economics, Elsevier, vol. 28(1), pages 155-168, January.
    18. Giorgio Brunello & Daniele Fabbri & Margherita Fort, 2013. "The Causal Effect of Education on Body Mass: Evidence from Europe," Journal of Labor Economics, University of Chicago Press, vol. 31(1), pages 195-223.
    19. Philip Oreopoulos, 2006. "Estimating Average and Local Average Treatment Effects of Education when Compulsory Schooling Laws Really Matter," American Economic Review, American Economic Association, vol. 96(1), pages 152-175, March.
    20. Clark, Andrew & Etile, Fabrice, 2002. "Do health changes affect smoking? Evidence from British panel data," Journal of Health Economics, Elsevier, vol. 21(4), pages 533-562, July.
    21. Costas Meghir & Mårten Palme & Emilia Simeonova, 2018. "Education and Mortality: Evidence from a Social Experiment," American Economic Journal: Applied Economics, American Economic Association, vol. 10(2), pages 234-256, April.
    22. Eide, Eric R. & Showalter, Mark H., 2011. "Estimating the relation between health and education: What do we know and what do we need to know?," Economics of Education Review, Elsevier, vol. 30(5), pages 778-791, October.
    23. Titus J. Galama & Adriana Lleras-Muney & Hans van Kippersluis, 2018. "The Effect of Education on Health and Mortality: A Review of Experimental and Quasi-Experimental Evidence," NBER Working Papers 24225, National Bureau of Economic Research, Inc.
    24. Erik Hanushek & F. Welch (ed.), 2006. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 2, number 2, June.
    25. Card, David, 2001. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," Econometrica, Econometric Society, vol. 69(5), pages 1127-1160, September.
    26. Benjamin W. Cowan & Nathan Tefft, 2020. "College Access and Adult Health," NBER Working Papers 26685, National Bureau of Economic Research, Inc.
    27. Vincenzo Atella & Joanna Kopinska, 2014. "Body Weight, Eating Patterns, and Physical Activity: The Role of Education," Demography, Springer;Population Association of America (PAA), vol. 51(4), pages 1225-1249, August.
    28. Atella, Vincenzo & Pace, Noemi & Vuri, Daniela, 2008. "Are employers discriminating with respect to weight?: European Evidence using Quantile Regression," Economics & Human Biology, Elsevier, vol. 6(3), pages 305-329, December.
    29. Kemptner, Daniel & Jürges, Hendrik & Reinhold, Steffen, 2011. "Changes in compulsory schooling and the causal effect of education on health: Evidence from Germany," Journal of Health Economics, Elsevier, vol. 30(2), pages 340-354, March.
    30. Daniel Grossman & John Cawley & Damien de Walque, 2018. "Effect of Stress on Later‐Life Health: Evidence from the Vietnam War Draft," Southern Economic Journal, John Wiley & Sons, vol. 85(1), pages 142-165, July.
    31. repec:zbw:rwirep:0441 is not listed on IDEAS
    32. Victor R. Fuchs, 2018. "Schooling and Health: The Cigarette Connection," World Scientific Book Chapters, in: Health Economics and Policy Selected Writings by Victor Fuchs, chapter 9, pages 99-113, World Scientific Publishing Co. Pte. Ltd..
    33. Brunello, Giorgio & D'Hombres, Beatrice, 2007. "Does body weight affect wages?: Evidence from Europe," Economics & Human Biology, Elsevier, vol. 5(1), pages 1-19, March.
    34. Jürges, Hendrik & Reinhold, Steffen & Salm, Martin, 2011. "Does schooling affect health behavior? Evidence from the educational expansion in Western Germany," Economics of Education Review, Elsevier, vol. 30(5), pages 862-872, October.
    35. Janet Currie & Enrico Moretti, 2003. "Mother's Education and the Intergenerational Transmission of Human Capital: Evidence from College Openings," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1495-1532.
    36. Elena Cottini & Paolo Ghinetti & Simone Moriconi, 2019. "On the Productivity Effects of Higher Education Supply: Evidence from Italian History," CESifo Working Paper Series 7483, CESifo.
    37. Donald Kenkel & Dean Lillard & Alan Mathios, 2006. "The Roles of High School Completion and GED Receipt in Smoking and Obesity," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 635-660, July.
    38. James, Jonathan, 2015. "Health and education expansion," Economics of Education Review, Elsevier, vol. 49(C), pages 193-215.
    39. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    40. Oppedisano, Veruska, 2011. "The (adverse) effects of expanding higher education: Evidence from Italy," Economics of Education Review, Elsevier, vol. 30(5), pages 997-1008, October.
    41. Massimiliano Bratti & Stefano Verzillo, 2019. "The ‘gravity’ of quality: research quality and the attractiveness of universities in Italy," Regional Studies, Taylor & Francis Journals, vol. 53(10), pages 1385-1396, October.
    42. John Cawley & Damien de Walque & Daniel Grossman, 2017. "The Effect of Stress on Later-Life Health: Evidence from the Vietnam Draft," NBER Working Papers 23334, National Bureau of Economic Research, Inc.
    43. Shane Frederick & George Loewenstein & Ted O'Donoghue, 2002. "Time Discounting and Time Preference: A Critical Review," Journal of Economic Literature, American Economic Association, vol. 40(2), pages 351-401, June.
    44. Fuchs, Victor R. (ed.), 1982. "Economic Aspects of Health," National Bureau of Economic Research Books, University of Chicago Press, number 9780226267852, September.
    45. Averett, Susan L. & Sikora, Asia & Argys, Laura M., 2008. "For better or worse: Relationship status and body mass index," Economics & Human Biology, Elsevier, vol. 6(3), pages 330-349, December.
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    2. Boitani, Andrea & Dragomirescu-Gaina, Catalin, 2023. "News and narratives: A cointegration analysis of Russian economic policy uncertainty," Economics Letters, Elsevier, vol. 226(C).
    3. Valentina Colombo & Alessia Paccagnini, 2024. "Uncertainty and the Federal Reserve’s Balance Sheet Monetary Policy," DISCE - Working Papers del Dipartimento di Economia e Finanza def131, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    4. Baltagi, Badi H. & Flores-Lagunes, Alfonso & Karatas, Haci M., 2023. "The effect of higher education on Women's obesity and smoking: Evidence from college openings in Turkey," Economic Modelling, Elsevier, vol. 123(C).
    5. Russell Davidson & Andrea Monticini, 2023. "Bootstrap Performance with Heteroskedasticity," DISCE - Working Papers del Dipartimento di Economia e Finanza def130, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    6. Mallick, Debdulal & Khalil, Islam & Nicholas, Aaron, 2023. "Does Less Education Harm Health? Evidence from a Natural Experiment in a Developing Country," MPRA Paper 116184, University Library of Munich, Germany.
    7. Irene Torrini & Claudio Lucifora & Antonio Russo, 2022. "The Long-Term Effects of Hospitalization on Health Care Expenditures: An Empirical Analysis for the Young-Old Population," DISCE - Working Papers del Dipartimento di Economia e Finanza def117, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).

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    More about this item

    Keywords

    education; health; higher education expansion; health-related behavior.;
    All these keywords.

    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality

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