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The Causal Effect of Education on Health Behaviors: Evidence from Turkey

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  • Aysit Tansel

    (Department of Economics, Middle East Technical University, IZA Bonn, and ERF Cairo)

  • Deniz Karaoglan

    (Department of Economics, Middle East Technical University)

Abstract

This study provides causal effect of education on health behaviors in Turkey which is a middle income developing country. Health Survey of the Turkish Statistical Institute for the years 2008, 2010 and 2012 are used. The health behaviors considered are smoking, alcohol consumption, fruit and vegetable consumption, exercising and one health outcome namely, the body mass index (BMI). We examine the causal effect of education on these health behaviors and the BMI Instrumental variable approach is used in order to address the endogeneity of education to health behaviors. Educational expansion of the early 1960s is used as the source of exogenous variation in years of schooling. Our main findings are as follows. Education does not significantly affect the probability of smoking or exercising. The higher the education level the higher the probability of alcohol consumption and the probability of fruit and vegetable consumption. Higher levels of education lead to higher BMI levels. This study provides a baseline for further research on the various aspects of health behaviors in Turkey.

Suggested Citation

  • Aysit Tansel & Deniz Karaoglan, 2016. "The Causal Effect of Education on Health Behaviors: Evidence from Turkey," Koç University-TUSIAD Economic Research Forum Working Papers 1606, Koc University-TUSIAD Economic Research Forum.
  • Handle: RePEc:koc:wpaper:1606
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    1. Murat G. Kırdar & Meltem Dayıoğlu & İsmet Koç, 2018. "The Effects of Compulsory-Schooling Laws on Teenage Marriage and Births in Turkey," Journal of Human Capital, University of Chicago Press, vol. 12(4), pages 640-668.
    2. ,, 2003. "Problems And Solutions," Econometric Theory, Cambridge University Press, vol. 19(4), pages 691-705, August.
    3. David M. Cutler & Edward Glaeser, 2005. "What Explains Differences in Smoking, Drinking, and Other Health-Related Behaviors?," American Economic Review, American Economic Association, vol. 95(2), pages 238-242, May.
    4. Ettner, Susan L., 1996. "New evidence on the relationship between income and health," Journal of Health Economics, Elsevier, vol. 15(1), pages 67-85, February.
    5. Murat G. Kırdar & Meltem Dayıoğlu & İsmet Koç, 2016. "Does Longer Compulsory Education Equalize Schooling by Gender and Rural/Urban Residence?," The World Bank Economic Review, World Bank, vol. 30(3), pages 549-579.
    6. 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.
    7. 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.
    8. Sander, William, 1995. "Schooling and smoking," Economics of Education Review, Elsevier, vol. 14(1), pages 23-33, March.
    9. Aysit Tansel & Deniz Karaoglan, 2014. "Health Behaviors and Education in Turkey," Koç University-TUSIAD Economic Research Forum Working Papers 1414, Koc University-TUSIAD Economic Research Forum.
    10. Tansel, A., 1992. "Cigarette Demand, Health Scares and Education in Turkey," Papers 660, Yale - Economic Growth Center.
    11. Resul Cesur & Bahadir Dursun & Naci Mocan, 2014. "The Impact of Education on Health and Health Behavior in a Middle-Income, Low-Education Country," NBER Working Papers 20764, National Bureau of Economic Research, Inc.
    12. Rosen, Allison B. & Stewart, Susan T. & Cutler, David M., 2009. "Forecasting the Effects of Obesity and Smoking on U.S. Life Expectancy," Scholarly Articles 5344184, Harvard University Department of Economics.
    13. Cutler, David M. & Lleras-Muney, Adriana, 2010. "Understanding differences in health behaviors by education," Journal of Health Economics, Elsevier, vol. 29(1), pages 1-28, January.
    14. ,, 2003. "Problems And Solutions," Econometric Theory, Cambridge University Press, vol. 19(6), pages 1195-1198, December.
    15. 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.
    16. 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.
    17. 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.
    18. David M. Cutler & Edward L. Glaeser & Jesse M. Shapiro, 2003. "Why Have Americans Become More Obese?," Journal of Economic Perspectives, American Economic Association, vol. 17(3), pages 93-118, Summer.
    19. 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.
    20. Joshua D. Angrist & Alan B. Keueger, 1991. "Does Compulsory School Attendance Affect Schooling and Earnings?," The Quarterly Journal of Economics, Oxford University Press, vol. 106(4), pages 979-1014.
    21. Webbink, Dinand & Martin, Nicholas G. & Visscher, Peter M., 2010. "Does education reduce the probability of being overweight?," Journal of Health Economics, Elsevier, vol. 29(1), pages 29-38, January.
    22. Carbone, Jared C. & Kverndokk, Snorre & Rogeberg, Ole Jorgen, 2005. "Smoking, health, risk, and perception," Journal of Health Economics, Elsevier, vol. 24(4), pages 631-653, July.
    23. Lantz, Paula M. & Lynch, John W. & House, James S. & Lepkowski, James M. & Mero, Richard P. & Musick, Marc A. & Williams, David R., 2001. "Socioeconomic disparities in health change in a longitudinal study of US adults: the role of health-risk behaviors," Social Science & Medicine, Elsevier, vol. 53(1), pages 29-40, July.
    24. Aydemir, Abdurrahman & Murat, Kirdar, 2013. "Estimates of the Return to Schooling in a Developing Country: Evidence from a Major Policy Reform in Turkey," MPRA Paper 51938, University Library of Munich, Germany.
    25. ,, 2003. "Problems And Solutions," Econometric Theory, Cambridge University Press, vol. 19(5), pages 879-883, October.
    26. 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.
    27. John Mullahy, 1997. "Instrumental-Variable Estimation Of Count Data Models: Applications To Models Of Cigarette Smoking Behavior," The Review of Economics and Statistics, MIT Press, vol. 79(4), pages 586-593, November.
    28. Gruber, Jonathan & Frakes, Michael, 2006. "Does falling smoking lead to rising obesity?," Journal of Health Economics, Elsevier, vol. 25(2), pages 183-197, March.
    29. Glaeser, Edward & Cutler, David, 2005. "What Explains Differences in Smoking, Drinking, and Other Health Related Behaviors," Scholarly Articles 2664274, Harvard University Department of Economics.
    30. ,, 2003. "Problems And Solutions," Econometric Theory, Cambridge University Press, vol. 19(1), pages 225-228, February.
    31. Tansel, Aysit & Karao?lan, Deniz, 2016. "The Causal Effect of Education on Health Behaviors: Evidence from Turkey," IZA Discussion Papers 10020, Institute of Labor Economics (IZA).
    32. 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.
    33. Chaloupka, Frank J. & Warner, Kenneth E., 2000. "The economics of smoking," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 29, pages 1539-1627, Elsevier.
    34. Sander, William, 1995. "Schooling and Quitting Smoking," The Review of Economics and Statistics, MIT Press, vol. 77(1), pages 191-199, February.
    35. ,, 2003. "Problems And Solutions," Econometric Theory, Cambridge University Press, vol. 19(2), pages 411-413, April.
    36. de Walque, Damien, 2007. "Does education affect smoking behaviors?: Evidence using the Vietnam draft as an instrument for college education," Journal of Health Economics, Elsevier, vol. 26(5), pages 877-895, September.
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    Cited by:

    1. Tansel, Aysit & Keskin, Halil Ibrahim, 2017. "Education Effects on Days Hospitalized and Days out of Work by Gender: Evidence from Turkey," IZA Discussion Papers 11210, Institute of Labor Economics (IZA).
    2. Karaoglan, Deniz & Tansel, Aysit, 2017. "Determinants of Obesity in Turkey: A Quantile Regression Analysis from a Developing Country," MPRA Paper 76250, University Library of Munich, Germany.
    3. Ferhat CITAK & Patricia A. DUFFY, 2020. "The causal effect of education on poverty: evidence from Turkey," Eastern Journal of European Studies, Centre for European Studies, Alexandru Ioan Cuza University, vol. 11, pages 251-265, December.
    4. Baltagi, Badi H. & Flores-Lagunes, Alfonso & Karatas, Haci M., 2019. "The effect of education on health: Evidence from the 1997 compulsory schooling reform in Turkey," Regional Science and Urban Economics, Elsevier, vol. 77(C), pages 205-221.
    5. Karaoglan, Deniz & Tansel, Aysit, 2017. "Determinants of Obesity in Turkey: A Quantile Regression Analysis from a Developing Country," MPRA Paper 76250, University Library of Munich, Germany.
    6. Aysit Tansel & Halil Ibrahim Keskin, 2017. "Education Effects on Days Hospitalized and Days out of Work by Gender: Evidence from Turkey," Koç University-TUSIAD Economic Research Forum Working Papers 1721, Koc University-TUSIAD Economic Research Forum.

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    More about this item

    Keywords

    Turkey; Health Behaviors; Education; Instrumental Variable Estimation;
    All these keywords.

    JEL classification:

    • I10 - Health, Education, and Welfare - - Health - - - General
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I19 - Health, Education, and Welfare - - Health - - - Other

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