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Years of Schooling, Human Capital and the Body Mass Index of European Females

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  • Giorgio Brunello
  • Daniele Fabbri
  • Margherita Fort

Abstract

We find that the protective effect of years of schooling on the BMI of European females is non negligible, but smaller than the one recently found for the US. By using individual standardized cognitive tests instead of years of schooling as the measure of education we show that the current focus in the literature on years of schooling is not misplaced. We also investigate whether the response to changes in compulsory education is heterogeneous, and find that the protective effect of schooling is stronger among overweight than among obese females.

Suggested Citation

  • Giorgio Brunello & Daniele Fabbri & Margherita Fort, 2010. "Years of Schooling, Human Capital and the Body Mass Index of European Females," SOEPpapers on Multidisciplinary Panel Data Research 262, DIW Berlin, The German Socio-Economic Panel (SOEP).
  • Handle: RePEc:diw:diwsop:diw_sp262
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    1. Eric Hanushek & Ludger Woessmann, 2012. "Do better schools lead to more growth? Cognitive skills, economic outcomes, and causation," Journal of Economic Growth, Springer, vol. 17(4), pages 267-321, December.
    2. Andrew Chesher, 2003. "Identification in Nonseparable Models," Econometrica, Econometric Society, vol. 71(5), pages 1405-1441, September.
    3. Eric A. Hanushek & Ludger Wössmann, 2006. "Does Educational Tracking Affect Performance and Inequality? Differences- in-Differences Evidence Across Countries," Economic Journal, Royal Economic Society, vol. 116(510), pages 63-76, March.
    4. Jörn-Steffen Pischke & Till von Wachter, 2008. "Zero Returns to Compulsory Schooling in Germany: Evidence and Interpretation," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 592-598, August.
    5. Omar Arias & Walter Sosa-Escudero & Kevin F. Hallock, 2001. "Individual heterogeneity in the returns to schooling: instrumental variables quantile regression using twins data," Empirical Economics, Springer, vol. 26(1), pages 7-40.
    6. Cawley, John & Spiess, C. Katharina, 2008. "Obesity and skill attainment in early childhood," Economics & Human Biology, Elsevier, vol. 6(3), pages 388-397, December.
    7. Anna Sanz de Galdeano, 2007. "An Economic Analysis of Obesity in Europe: Health, Medical Care and Absenteeism Costs," Working Papers 2007-38, FEDEA.
    8. Pedro Carneiro & James J. Heckman, 2002. "The Evidence on Credit Constraints in Post--secondary Schooling," Economic Journal, Royal Economic Society, vol. 112(482), pages 705-734, October.
    9. Giorgio Brunello & Margherita Fort & Guglielmo Weber, 2009. "Changes in Compulsory Schooling, Education and the Distribution of Wages in Europe," Economic Journal, Royal Economic Society, vol. 119(536), pages 516-539, March.
    10. Kenn Ariga & Giorgio Brunello & Roki Iwahashi & Lorenzo Rocco, 2006. "On the Efficiency Costs of Detracking Secondary Schools," Carlo Alberto Notebooks 35, Collegio Carlo Alberto.
    11. Arendt, Jacob Nielsen, 2005. "Does education cause better health? A panel data analysis using school reforms for identification," Economics of Education Review, Elsevier, vol. 24(2), pages 149-160, April.
    12. Alberto Abadie & Joshua Angrist & Guido Imbens, 2002. "Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings," Econometrica, Econometric Society, vol. 70(1), pages 91-117, January.
    13. van den Berg, G. J & Lundborg P & Nystedt P & Rooth D, 2009. "Critical Periods During Childhood and Adolescence: A Study of Adult Height Among Immigrant Siblings," Health, Econometrics and Data Group (HEDG) Working Papers 09/20, HEDG, c/o Department of Economics, University of York.
    14. Mazzocchi, Mario & Traill, W. Bruce & Shogren, Jason F., 2009. "Fat Economics: Nutrition, Health, and Economic Policy," OUP Catalogue, Oxford University Press, number 9780199213863.
    15. Daniel S. Hamermesh, 2009. "Grazing, Goods and Girth: Determinants and Effects," NBER Working Papers 15277, National Bureau of Economic Research, Inc.
    16. Andrew Chesher, 2001. "Exogenous impact and conditional quantile functions," Econometrics 0108001, University Library of Munich, Germany.
    17. Ma, Lingjie & Koenker, Roger, 2006. "Quantile regression methods for recursive structural equation models," Journal of Econometrics, Elsevier, vol. 134(2), pages 471-506, October.
    18. Gary S. Becker & Casey B. Mulligan, 1997. "The Endogenous Determination of Time Preference," The Quarterly Journal of Economics, Oxford University Press, vol. 112(3), pages 729-758.
    19. Janet Audrain-McGovern & Steven Lehrer & J. Niles Rosenquist, 2006. "The Impact Of Poor Health On Education: New Evidence Using Genetic Markers," Working Paper 1045, Economics Department, Queen's University.
    20. Victor Chernozhukov & Christian Hansen, 2005. "An IV Model of Quantile Treatment Effects," Econometrica, Econometric Society, vol. 73(1), pages 245-261, January.
    21. Kenkel, Donald S, 1991. "Health Behavior, Health Knowledge, and Schooling," Journal of Political Economy, University of Chicago Press, vol. 99(2), pages 287-305, April.
    22. 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.
    23. Elizabeth Cascio & Damon Clark & Nora Gordon, 2008. "Education and the Age Profile of Literacy into Adulthood," Journal of Economic Perspectives, American Economic Association, vol. 22(3), pages 47-70, Summer.
    24. Giorgio Brunello & Pierre-Carl Michaud & Anna Sanz-de-Galdeano, 2009. "The rise of obesity in Europe: an economic perspective [‘Disease and development: the effect of life expectancy on economic growth’]," Economic Policy, CEPR;CES;MSH, vol. 24(59), pages 551-596.
    25. Silles, Mary A., 2009. "The causal effect of education on health: Evidence from the United Kingdom," Economics of Education Review, Elsevier, vol. 28(1), pages 122-128, February.
    26. Lee, David S. & Card, David, 2008. "Regression discontinuity inference with specification error," Journal of Econometrics, Elsevier, vol. 142(2), pages 655-674, February.
    27. 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.
    28. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    29. 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.
    30. Christopher J. Ruhm, 2000. "Are Recessions Good for Your Health?," The Quarterly Journal of Economics, Oxford University Press, vol. 115(2), pages 617-650.
    31. Burkhauser, Richard V. & Cawley, John, 2008. "Beyond BMI: The value of more accurate measures of fatness and obesity in social science research," Journal of Health Economics, Elsevier, vol. 27(2), pages 519-529, March.
    32. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    33. Webbink, Dinand & Martin, Nicholas G. & Visscher, Peter M., 2008. "Does teenage childbearing increase smoking, drinking and body size?," Journal of Health Economics, Elsevier, vol. 27(4), pages 888-903, July.
    34. Petter Lundborg, 0000. "The Health Returns to Education - What can we learn from Twins?," Tinbergen Institute Discussion Papers 08-027/3, Tinbergen Institute.
    35. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    36. 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.
    37. Koenker,Roger, 2005. "Quantile Regression," Cambridge Books, Cambridge University Press, number 9780521845731.
    38. Andrew Chesher, 2005. "Nonparametric Identification under Discrete Variation," Econometrica, Econometric Society, vol. 73(5), pages 1525-1550, September.
    39. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    40. 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.
    41. Grossman, Michael, 2004. "The demand for health, 30 years later: a very personal retrospective and prospective reflection," Journal of Health Economics, Elsevier, vol. 23(4), pages 629-636, July.
    42. Damon Clark & Heather Royer, 2010. "The Effect of Education on Adult Health and Mortality: Evidence from Britain," NBER Working Papers 16013, National Bureau of Economic Research, Inc.
    43. Chernozhukov, Victor & Hansen, Christian, 2008. "Instrumental variable quantile regression: A robust inference approach," Journal of Econometrics, Elsevier, vol. 142(1), pages 379-398, January.
    44. David M. Cutler & Adriana Lleras-Muney, 2006. "Education and Health: Evaluating Theories and Evidence," NBER Working Papers 12352, National Bureau of Economic Research, Inc.
    45. Adriana Lleras-Muney, 2005. "The Relationship Between Education and Adult Mortality in the United States," Review of Economic Studies, Oxford University Press, vol. 72(1), pages 189-221.
    46. Ruhm, Christopher J., 2003. "Good times make you sick," Journal of Health Economics, Elsevier, vol. 22(4), pages 637-658, July.
    47. Rodolfo M. Nayga, 2009. "Fat Economics: Nutrition, Health, and Economic Policy," European Review of Agricultural Economics, Foundation for the European Review of Agricultural Economics, vol. 36(3), pages 208-457, September.
    48. Chernozhukov, Victor & Hansen, Christian, 2006. "Instrumental quantile regression inference for structural and treatment effect models," Journal of Econometrics, Elsevier, vol. 132(2), pages 491-525, June.
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    Cited by:

    1. Margherita Fort & Nichole Schneeweis & Rudolf Winter-Ebmer, 2011. "More Schooling, More Children: Compulsory Schooling Reforms and Fertility in Europe," Economics working papers 2011-05, Department of Economics, Johannes Kepler University Linz, Austria.
    2. 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.
    3. Georgia S. Papoutsi & Andreas C. Drichoutis & Rodolfo M. Nayga Jr., 2013. "The Causes Of Childhood Obesity: A Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 27(4), pages 743-767, September.
    4. Nakamura, R., 2012. "Intergenerational effect of schooling and childhood overweight," Health, Econometrics and Data Group (HEDG) Working Papers 12/02, HEDG, c/o Department of Economics, University of York.
    5. Mazzonna, Fabrizio, 2014. "The long lasting effects of education on old age health: Evidence of gender differences," Social Science & Medicine, Elsevier, vol. 101(C), pages 129-138.
    6. 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.
    7. Sara Della Bella & Mario Lucchini, 2015. "Education and BMI: a genetic informed analysis," Quality & Quantity: International Journal of Methodology, Springer, vol. 49(6), pages 2577-2593, November.
    8. Fort, Margherita & Schneeweis, Nicole & Winter-Ebmer, Rudolf, 2011. "More Schooling, More Children," Economics Series 281, Institute for Advanced Studies.
    9. Vincenzo Atella & Joanna Kopinska, 2011. "Body weight of Italians: the weight of Education," CEIS Research Paper 189, Tor Vergata University, CEIS, revised 23 Mar 2011.
    10. R Nakamura & L Siciliani, 2010. "Education and Body Mass Index: Evidence from ECHP," Discussion Papers 10/04, Department of Economics, University of York.
    11. Brunello, Giorgio & Fort, Margherita & Schneeweis, Nicole & Winter-Ebmer, Rudolf, 2011. "The Causal Effect of Education on Health," Economics Series 280, Institute for Advanced Studies.

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    More about this item

    Keywords

    Obesity; human capital; Europe;
    All these keywords.

    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education

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