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The Roles of High School Completion and GED Receipt in Smoking and Obesity

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  • Donald S. Kenkel
  • Dean R. Lillard
  • Alan D. Mathios

Abstract

We analyze data from the National Longitudinal Survey of Youth 1979 to explore the relationships between high school completion and the two leading preventable causes of death - smoking and obesity. We focus on three issues that have received a great deal of attention in research on the pecuniary returns to schooling. First, we investigate whether GED recipients differ from other high school graduates in their smoking and obesity behaviors. Second, we explore the extent to which the relationships between schooling and these health-related behaviors are sensitive to controlling for family background measures and cognitive ability. Third, we estimate instrumental variables (IV) models of the impact of schooling on smoking and obesity. Although our IV estimates are imprecise, both the OLS and IV results tend to suggest that the returns to high school completion include a reduction in smoking. We find little evidence that high school completion is associated with a lower probability of being overweight or obese for either men or women. The results also suggest that the health returns to GED receipt are much smaller than the returns to high school completion.

Suggested Citation

  • Donald S. Kenkel & Dean R. Lillard & Alan D. Mathios, 2006. "The Roles of High School Completion and GED Receipt in Smoking and Obesity," NBER Working Papers 11990, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:11990
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    1. Blaine, Thomas W. & Reed, Michael R., 1994. "U.S. Cigarette Smoking and Health Warnings: New Evidence From Post World War II Data," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 26(2), pages 535-544, December.
    2. Hansen, Karsten T. & Heckman, James J. & Mullen, K.J.Kathleen J., 2004. "The effect of schooling and ability on achievement test scores," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 39-98.
    3. Shin-Yi Chou & Jin-Tan Liu & Michael Grossman & Ted Joyce, 2010. "Parental Education and Child Health: Evidence from a Natural Experiment in Taiwan," American Economic Journal: Applied Economics, American Economic Association, vol. 2(1), pages 33-61, January.
    4. David Card, 1993. "Using Geographic Variation in College Proximity to Estimate the Return to Schooling," Working Papers 696, Princeton University, Department of Economics, Industrial Relations Section..
    5. Angrist, Joshua D, 2001. "Estimations of Limited Dependent Variable Models with Dummy Endogenous Regressors: Simple Strategies for Empirical Practice," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(1), pages 2-16, January.
    6. DeCicca, Philip & Kenkel, Don & Mathios, Alan, 2008. "Cigarette taxes and the transition from youth to adult smoking: Smoking initiation, cessation, and participation," Journal of Health Economics, Elsevier, vol. 27(4), pages 904-917, July.
    7. 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.
    8. 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.
    9. Mark C. Berger & J. Paul Leigh, 1989. "Schooling, Self-Selection, and Health," Journal of Human Resources, University of Wisconsin Press, vol. 24(3), pages 433-455.
    10. Nicola Persico & Andrew Postlewaite & Dan Silverman, 2004. "The Effect of Adolescent Experience on Labor Market Outcomes: The Case of Height," Journal of Political Economy, University of Chicago Press, vol. 112(5), pages 1019-1053, October.
    11. David Card, 1993. "Using Geographic Variation in College Proximity to Estimate the Return to Schooling," Working Papers 696, Princeton University, Department of Economics, Industrial Relations Section..
    12. 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.
    13. Lewit, Eugene M & Coate, Douglas & Grossman, Michael, 1981. "The Effects of Government Regulation on Teenage Smoking," Journal of Law and Economics, University of Chicago Press, vol. 24(3), pages 545-569, December.
    14. Victor R. Fuchs, 2018. "Reflections on the Socio-Economic Correlates of Health," World Scientific Book Chapters, in: Health Economics and Policy Selected Writings by Victor Fuchs, chapter 10, pages 115-124, World Scientific Publishing Co. Pte. Ltd..
    15. Cascio, Elizabeth U., 2004. "Schooling and the AFQT: Evidence from School Entry Laws," Santa Cruz Department of Economics, Working Paper Series qt8zm571cw, Department of Economics, UC Santa Cruz.
    16. Nicola Persico & Andrew Postlewaite & Dan Silverman, 2001. "The Effect of Adolescent Experience on Labor Market Outcomes: The Case of Height, Third Version," PIER Working Paper Archive 04-013, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 15 Mar 2004.
    17. 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..
    18. Schneider, Lynne & Klein, Benjamin & Murphy, Kevin M, 1981. "Governmental Regulation of Cigarette Health Information," Journal of Law and Economics, University of Chicago Press, vol. 24(3), pages 575-612, December.
    19. Dana P. Goldman & James P. Smith, 2004. "Can Patient Self-Management Help Explain the SES Health Gradient?," HEW 0403004, University Library of Munich, Germany.
    20. Adriana Lleras-Muney & Frank R. Lichtenberg, 2002. "The Effect of Education on Medical Technology Adoption: Are the More Educated More Likely to Use New Drugs," NBER Working Papers 9185, National Bureau of Economic Research, Inc.
    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. 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.
    23. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    24. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    25. Sloan, Frank A. & Smith, V. Kerry & Taylor, Donald Jr., 2002. "Information, addiction, and 'bad choices': lessons from a century of cigarettes," Economics Letters, Elsevier, vol. 77(2), pages 147-155, October.
    26. Grossman, Michael, 2000. "The human capital model," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 7, pages 347-408, Elsevier.
    27. Patrick, D.L. & Cheadle, A. & Thompson, D.C. & Diehr, P. & Koepsell, T. & Kinne, S., 1994. "The validity of self-reported smoking: A review and meta-analysis," American Journal of Public Health, American Public Health Association, vol. 84(7), pages 1086-1093.
    28. Dana Goldman & Darius Lakdawalla, 2001. "Understanding Health Disparities Across Education Groups," NBER Working Papers 8328, National Bureau of Economic Research, Inc.
    29. repec:fth:prinin:317 is not listed on IDEAS
    30. Rodolfo Nayga, 2000. "Schooling, health knowledge and obesity," Applied Economics, Taylor & Francis Journals, vol. 32(7), pages 815-822.
    31. Sander, William, 1995. "Schooling and Quitting Smoking," The Review of Economics and Statistics, MIT Press, vol. 77(1), pages 191-199, February.
    32. Scott Adams, 2002. "Educational Attainment and Health: Evidence from a Sample of Older Adults," Education Economics, Taylor & Francis Journals, vol. 10(1), pages 97-109.
    33. Hamilton, James L, 1972. "The Demand for Cigarettes: Advertising, the Health Scare, and the Cigarette Advertising Ban," The Review of Economics and Statistics, MIT Press, vol. 54(4), pages 401-411, November.
    34. Leigh, J. Paul & Dhir, Rachna, 1997. "Schooling and frailty among seniors," Economics of Education Review, Elsevier, vol. 16(1), pages 45-57, February.
    35. Joshua D. Angrist & Alan B. Keueger, 1991. "Does Compulsory School Attendance Affect Schooling and Earnings?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(4), pages 979-1014.
    36. Angrist, Joshua D, 2001. "Estimations of Limited Dependent Variable Models with Dummy Endogenous Regressors: Simple Strategies for Empirical Practice: Reply," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(1), pages 27-28, January.
    37. Yona Rubinstein & James J. Heckman, 2001. "The Importance of Noncognitive Skills: Lessons from the GED Testing Program," American Economic Review, American Economic Association, vol. 91(2), pages 145-149, May.
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    JEL classification:

    • I1 - Health, Education, and Welfare - - Health
    • I2 - Health, Education, and Welfare - - Education

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