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An Assessment Of Causal Inference In Smoking Initiation Research And A Framework For Future Research

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  • JAMES J. HECKMAN
  • FREDRICK FLYER
  • COLLEEN LOUGHLIN

Abstract

Reliably identifying the causal factors underlying youth smoking initiation is an important part of developing effective smoking prevention programs and shaping other types of smoking‐related policies. The establishment of reliable scientific evidence in support of a causal link between cigarette advertising and youth smoking initiation depends on both rich longitudinal data as well as careful empirical applications. We examine basic principles of empirical scientific investigation of potential causal relationships, discuss findings of recent research on causal factors of youth smoking, and evaluate evidence from the public health literature regarding the effects of cigarette advertising on youth smoking. (JEL I18, C5)

Suggested Citation

  • James J. Heckman & Fredrick Flyer & Colleen Loughlin, 2008. "An Assessment Of Causal Inference In Smoking Initiation Research And A Framework For Future Research," Economic Inquiry, Western Economic Association International, vol. 46(1), pages 37-44, January.
    • Handle: RePEc:bla:ecinqu:v:46:y:2008:i:1:p:37-44
    DOI: 10.1111/j.1465-7295.2007.00078.x
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    References listed on IDEAS

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    1. Biener, L. & Siegel, M., 2000. "Tobacco marketing and adolescent smoking: More support for a causal inference," American Journal of Public Health, American Public Health Association, vol. 90(3), pages 407-411.
    2. Rosalie Liccardo Pacula, 1998. "Adolescent Alcohol and Marijuana Consumption: Is There Really a Gateway Effect?," NBER Working Papers 6348, National Bureau of Economic Research, Inc.
    3. James J. Heckman & Jora Stixrud & Sergio Urzua, 2006. "The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 411-482, July.
    4. Heckman, James J & Lochner, Lance & Taber, Christopher, 1998. "General-Equilibrium Treatment Effects: A Study of Tuition Policy," American Economic Review, American Economic Association, vol. 88(2), pages 381-386, May.
    5. Martin, John P. & Grubb, David, 2001. "What works and for whom: a review of OECD countries' experiences with active labour market policies," Working Paper Series 2001:14, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    6. 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.
    7. Douglas, Stratford, 1998. "The Duration of the Smoking Habit," Economic Inquiry, Western Economic Association International, vol. 36(1), pages 49-64, January.
    8. Becker, Gary S & Grossman, Michael & Murphy, Kevin M, 1994. "An Empirical Analysis of Cigarette Addiction," American Economic Review, American Economic Association, vol. 84(3), pages 396-418, June.
    9. Chaloupka, Frank, 1991. "Rational Addictive Behavior and Cigarette Smoking," Journal of Political Economy, University of Chicago Press, vol. 99(4), pages 722-742, August.
    10. Davidson, Carl & Woodbury, Stephen A, 1993. "The Displacement Effect of Reemployment Bonus Programs," Journal of Labor Economics, University of Chicago Press, vol. 11(4), pages 575-605, October.
    11. Melissa Osborne & Herbert Gintis & Samuel Bowles, 2001. "The Determinants of Earnings: A Behavioral Approach," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1137-1176, December.
    12. David A. Freedman, 2004. "Graphical Models for Causation, and the Identification Problem," Evaluation Review, , vol. 28(4), pages 267-293, August.
    13. Charlton, Anne & Blair, Valerie, 1989. "Predicting the onset of smoking in boys and girls," Social Science & Medicine, Elsevier, vol. 29(7), pages 813-818, January.
    14. Saffer, Henry & Chaloupka, Frank, 2000. "The effect of tobacco advertising bans on tobacco consumption," Journal of Health Economics, Elsevier, vol. 19(6), pages 1117-1137, November.
    15. Lewit, Eugene M. & Coate, Douglas, 1982. "The potential for using excise taxes to reduce smoking," Journal of Health Economics, Elsevier, vol. 1(2), pages 121-145, August.
    16. 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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    Cited by:

    1. Donald Kenkel & Alan Mathios & Hua Wang, 2018. "Advertising and Health: A Case Study of Menthol Cigarette Advertising and Cigarette Demand," American Journal of Health Economics, University of Chicago Press, vol. 4(3), pages 263-286, Summer.
    2. Heckman, James J. & Raut, Lakshmi K., 2016. "Intergenerational long-term effects of preschool-structural estimates from a discrete dynamic programming model," Journal of Econometrics, Elsevier, vol. 191(1), pages 164-175.
    3. L. Pieroni & L. Salmasi, 2015. "Does Cigarette Smoking Affect Body Weight? Causal Estimates from the Clean Indoor Air Law Discontinuity," Economica, London School of Economics and Political Science, vol. 82(328), pages 671-704, October.
    4. Jon P. Nelson, 2010. "What is Learned from Longitudinal Studies of Advertising and Youth Drinking and Smoking? A Critical Assessment," IJERPH, MDPI, vol. 7(3), pages 1-57, March.
    5. Eamon Molloy, 2016. "This Ad is for You: Targeting and the Effect of Alcohol Advertising on Youth Drinking," Health Economics, John Wiley & Sons, Ltd., vol. 25(2), pages 148-164, February.
    6. Chih‐Sheng Hsieh & Hans van Kippersluis, 2018. "Smoking initiation: Peers and personality," Quantitative Economics, Econometric Society, vol. 9(2), pages 825-863, July.
    7. Aliaksandr Amialchuk & Onur Sapci, 2022. "The long‐term health effects of initiating smoking in adolescence: Evidence from a national longitudinal survey," Health Economics, John Wiley & Sons, Ltd., vol. 31(4), pages 597-613, April.
    8. Victor Hugo De Oliveira Silva & José Raimundo Carvalho & José Maria Da Cunha Júnior, 2016. "Economic Fluctuations During Pregnancy And Smoking Onset Among Adolescents In Brazil: Evidence From The Pesquisa Nacional De Saúde Do Escolar (Pense)," Anais do XLIII Encontro Nacional de Economia [Proceedings of the 43rd Brazilian Economics Meeting] 204, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    9. Deliana Kostova & Evan Blecher, 2013. "Does Advertising Matter? Estimating The Impact Of Cigarette Advertising On Smoking Among Youth In Developing Countries," Contemporary Economic Policy, Western Economic Association International, vol. 31(3), pages 537-548, July.

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    More about this item

    JEL classification:

    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • C5 - Mathematical and Quantitative Methods - - Econometric Modeling

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