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Non-Pecuniary Returns to Higher Education: The Effect on Smoking Intensity in the UK

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  • Miranda, Alfonso

    (CIDE, Mexico City)

  • Bratti, Massimiliano

    (University of Milan)

Abstract

In this paper we investigate whether higher education (HE) produces non-pecuniary returns via a reduction in the consumption of health-damaging substances. In particular, the paper focuses on studying the smoking intensity of British individuals. We use data on current smokers from the 1970 British Cohort Study and estimate endogenous switching count models for cigarette consumption. Results show that HE is endogenous with smoking. Once endogeneity is controlled for, HE is found to have a higher negative effect on smoking than in models where it is treated as exogenous.

Suggested Citation

  • Miranda, Alfonso & Bratti, Massimiliano, 2006. "Non-Pecuniary Returns to Higher Education: The Effect on Smoking Intensity in the UK," IZA Discussion Papers 2090, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp2090
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    1. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde, 2010. "Are Risk Aversion and Impatience Related to Cognitive Ability?," American Economic Review, American Economic Association, vol. 100(3), pages 1238-1260, June.
    2. Victor R. Fuchs, 1982. "Economic Aspects of Health," NBER Books, National Bureau of Economic Research, Inc, number fuch82-1, March.
    3. 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.
    4. 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.
    5. Arnaud Chevalier, 2004. "Parental Education and Childs Education: A Natural Experiment," CEE Discussion Papers 0040, Centre for the Economics of Education, LSE.
    6. Laura Blow & Andrew Leicester & Frank Windmeijer, 2005. "Parental income and children's smoking behaviour: evidence from the British Household Panel Survey," IFS Working Papers W05/10, Institute for Fiscal Studies.
    7. 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.
    8. Labeaga, Jose M., 1999. "A double-hurdle rational addiction model with heterogeneity: Estimating the demand for tobacco," Journal of Econometrics, Elsevier, vol. 93(1), pages 49-72, November.
    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. Christian Bantle & John P. Haisken-DeNew, 2002. "Smoke Signals: The Intergenerational Transmission of Smoking Behavior," Discussion Papers of DIW Berlin 277, DIW Berlin, German Institute for Economic Research.
    11. Powell, Lisa M. & Tauras, John A. & Ross, Hana, 2005. "The importance of peer effects, cigarette prices and tobacco control policies for youth smoking behavior," Journal of Health Economics, Elsevier, vol. 24(5), pages 950-968, September.
    12. Alfonso Miranda & Sophia Rabe-Hesketh, 2006. "Maximum likelihood estimation of endogenous switching and sample selection models for binary, ordinal, and count variables," Stata Journal, StataCorp LP, vol. 6(3), pages 285-308, September.
    13. Massimiliano BRATTI & Robin NAYLOR & Jeremy SMITH, 2008. "Heterogeneities in the returns to degrees: evidence from the British cohort study 1970," Departmental Working Papers 2008-40, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
    14. 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.
    15. 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.
    16. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555, January.
    17. Donald S. Kenkel & Joseph V. Terza, 2001. "The effect of physician advice on alcohol consumption: count regression with an endogenous treatment effect," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(2), pages 165-184.
    18. Sander, William, 1995. "Schooling and smoking," Economics of Education Review, Elsevier, vol. 14(1), pages 23-33, March.
    19. R. Winkelmann, 1998. "Count data models with selectivity," Econometric Reviews, Taylor & Francis Journals, vol. 17(4), pages 339-359.
    20. Heckman, James J, 1978. "Dummy Endogenous Variables in a Simultaneous Equation System," Econometrica, Econometric Society, vol. 46(4), pages 931-959, July.
    21. Kajal Lahiri & Jae G. Song, 2000. "The effect of smoking on health using a sequential self‐selection model," Health Economics, John Wiley & Sons, Ltd., vol. 9(6), pages 491-511, September.
    22. John Ermisch & Marco Francesconi, 2001. "Family Matters: Impacts of Family Background on Educational Attainments," Economica, London School of Economics and Political Science, vol. 68(270), pages 137-156, May.
    23. Sander, William, 1998. "The effects of schooling and cognitive ability on smoking and marijuana use by young adults," Economics of Education Review, Elsevier, vol. 17(3), pages 317-324, June.
    24. 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..
    25. Emery, Sherry & White, Martha M. & Pierce, John P., 2001. "Does cigarette price influence adolescent experimentation?," Journal of Health Economics, Elsevier, vol. 20(2), pages 261-270, March.
    26. 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.
    27. Blundell, Richard, et al, 2000. "The Returns to Higher Education in Britain: Evidence from a British Cohort," Economic Journal, Royal Economic Society, vol. 110(461), pages 82-99, February.
    28. Cragg, John G, 1971. "Some Statistical Models for Limited Dependent Variables with Application to the Demand for Durable Goods," Econometrica, Econometric Society, vol. 39(5), pages 829-844, September.
    29. Terza, Joseph V., 1998. "Estimating count data models with endogenous switching: Sample selection and endogenous treatment effects," Journal of Econometrics, Elsevier, vol. 84(1), pages 129-154, May.
    30. 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.
    31. Robert H. Haveman & Barbara L. Wolfe, 2002. "Social and nonmarket benefits from education in an advanced economy," Conference Series ; [Proceedings], Federal Reserve Bank of Boston, vol. 47(Jun), pages 97-142.
    32. 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.
    33. Robert Haveman & Barbara Wolfe, 1995. "The Determinants of Children's Attainments: A Review of Methods and Findings," Journal of Economic Literature, American Economic Association, vol. 33(4), pages 1829-1878, December.
    34. Sander, William, 1995. "Schooling and Quitting Smoking," The Review of Economics and Statistics, MIT Press, vol. 77(1), pages 191-199, February.
    35. Martin Forster & Andrew M. Jones, 2003. "Corrigendum: The role of tobacco taxes in starting and quitting smoking: duration analysis of British data," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 166(3), pages 441-442, October.
    36. Sophia Rabe-Hesketh & Anders Skrondal & Andrew Pickles, 2002. "Reliable estimation of generalized linear mixed models using adaptive quadrature," Stata Journal, StataCorp LP, vol. 2(1), pages 1-21, February.
    37. Ermisch, John & Francesconi, Marco, 2001. "Family Matters: Impacts of Family Background on Educational Attainments," Economica, London School of Economics and Political Science, vol. 68(270), pages 137-156, May.
    38. 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.
    39. Tarani Chandola & Paul Clarke & J. N. Morris & David Blane, 2006. "Pathways between education and health: a causal modelling approach," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 169(2), pages 337-359, March.
    40. Shane Frederick, 2005. "Cognitive Reflection and Decision Making," Journal of Economic Perspectives, American Economic Association, vol. 19(4), pages 25-42, Fall.
    41. Catherine Ross & John Mirowsky, 1999. "Refining the association between education and health: The effects of quantity, credential, and selectivity," Demography, Springer;Population Association of America (PAA), vol. 36(4), pages 445-460, November.
    42. Keane, Michael P, 1992. "A Note on Identification in the Multinomial Probit Model," Journal of Business & Economic Statistics, American Statistical Association, vol. 10(2), pages 193-200, April.
    43. Michael Lee Ganz, 2001. "Family health effects: complements or substitutes," Health Economics, John Wiley & Sons, Ltd., vol. 10(8), pages 699-714, December.
    44. Arnaud Chevalier & Gauthier Lanot, 2002. "The Relative Effect of Family Characteristics and Financial Situation on Educational Achievement," Education Economics, Taylor & Francis Journals, vol. 10(2), pages 165-181.
    45. Fuchs, Victor R. (ed.), 1982. "Economic Aspects of Health," National Bureau of Economic Research Books, University of Chicago Press, number 9780226267852, December.
    46. Alfonso Miranda & Massimiliano Bratti, 2009. "Selection-endogenous ordered probit and dynamic ordered probit models," United Kingdom Stata Users' Group Meetings 2009 01, Stata Users Group.
    47. 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. Alfonso Miranda, 2010. "A double-hurdle count model for completed fertility data from the developing world," DoQSS Working Papers 10-01, Quantitative Social Science - UCL Social Research Institute, University College London.
    2. Donald S. Kenkel & Maximilian D. Schmeiser & Carly Urban, 2014. "Is Smoking Inferior?: Evidence from Variation in the Earned Income Tax Credit," Journal of Human Resources, University of Wisconsin Press, vol. 49(4), pages 1094-1120.
    3. Quinones, Esteban J. & Barham, Bradford L., 2018. "Endogenous Selection, Migration and Occupation Outcomes for Rural Southern Mexicans," Staff Paper Series 587, University of Wisconsin, Agricultural and Applied Economics.
    4. Helmut Rainer & Ian Smith, 2012. "Education, Communication and Wellbeing: An Application to Sexual Satisfaction," Kyklos, Wiley Blackwell, vol. 65(4), pages 581-598, November.
    5. Alfonso Miranda & Sophia Rabe-Hesketh, 2006. "Maximum likelihood estimation of endogenous switching and sample selection models for binary, ordinal, and count variables," Stata Journal, StataCorp LP, vol. 6(3), pages 285-308, September.
    6. Annette Alstadsæter & Hans Henrik Sievertsen, 2009. "The Consumption Value of Higher Education," CESifo Working Paper Series 2871, CESifo.
    7. Cottini Elena & Ghinetti Paolo, 2017. "Is it the Way You Live or the Job You Have? Health Effects of Lifestyles and Working Conditions," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 17(3), pages 1-20, July.
    8. Nakamura, Ryota & Yao, Ying, 2021. "Does Restricting the Availability of Cigarettes Reduce Smoking?," Discussion paper series HIAS-E-108, Hitotsubashi Institute for Advanced Study, Hitotsubashi University.
    9. Michael J. Peel, 2014. "Addressing unobserved endogeneity bias in accounting studies: control and sensitivity methods by variable type," Accounting and Business Research, Taylor & Francis Journals, vol. 44(5), pages 545-571, October.

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    More about this item

    Keywords

    higher education; endogenous switching; count data; smoking; UK;
    All these keywords.

    JEL classification:

    • C35 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education

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