IDEAS home Printed from https://ideas.repec.org/a/ksp/journ6/v3y2016i1p38-52.html
   My bibliography  Save this article

Effect of Smoking and other Economic Variables on Wages in the Euro Area

Author

Listed:
  • Eric A. BONDZIE

    (Università Cattolica del Sacro Cuore-Milan, Italy.)

Abstract

The smoking effects on wages has been examined in this work using different econometric methodologies with the use of European Community Household Panel (ECHP) datasets. We employ econometric tools like Instrumental Variable technique, Heckman correction factor, Endogenous Switching and matching estimates. The initial results from regression estimates (OLS and IV methods) revealed that the wage gap between smokers and non-smokers ranges 1% to 22.7%. Moreover, endogenous switching and matching estimator also showed a negative average treatment effect of approximately 47% and 4.3% to 6.9% respectively. Thus smokers observed less wage effects is explained in part by real effects on their health status and a measure of unobserved preferences.

Suggested Citation

  • Eric A. BONDZIE, 2016. "Effect of Smoking and other Economic Variables on Wages in the Euro Area," Journal of Economics Bibliography, KSP Journals, vol. 3(1), pages 38-52, March.
  • Handle: RePEc:ksp:journ6:v:3:y:2016:i:1:p:38-52
    as

    Download full text from publisher

    File URL: http://www.kspjournals.org/index.php/JEB/article/download/665/710
    Download Restriction: no

    File URL: http://www.kspjournals.org/index.php/JEB/article/view/665
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Anger, Silke & Kvasnicka, Michael, 2010. "Does Smoking Really Harm Your Earnings so Much? Biases in Current Estimates of the Smoking Wage Penalty," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 17(6), pages 561-564.
    2. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    3. van Ours, Jan C., 2002. "A pint a day raises a man's pay; but smoking blows that gain away," IZA Discussion Papers 473, Institute of Labor Economics (IZA).
    4. 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.
    5. Heijdra, Ben J., 2017. "Foundations of Modern Macroeconomics," OUP Catalogue, Oxford University Press, edition 3, number 9780198784135.
    6. van Ours, Jan C., 2004. "A pint a day raises a man's pay; but smoking blows that gain away," Journal of Health Economics, Elsevier, vol. 23(5), pages 863-886, September.
    7. Y.L. Lee, 1999. "Wage Effects of Drinking and Smoking: An analysis using Australian twins data," Economics Discussion / Working Papers 99-22, The University of Western Australia, Department of Economics.
    8. Phillip B. Levine & Tara A. Gustafson & Ann D. Velenchik, 1997. "More Bad News for Smokers? The Effects of Cigarette Smoking on Wages," ILR Review, Cornell University, ILR School, vol. 50(3), pages 493-509, April.
    9. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    10. M. Christopher Auld, 1998. "Wages, Alcohol Use, and Smoking: Simultaneous Estimates," HEW 9808001, University Library of Munich, Germany.
    11. 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.
    12. Michael Grossman, 1972. "The Demand for Health: A Theoretical and Empirical Investigation," NBER Books, National Bureau of Economic Research, Inc, number gros72-1.
    13. 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.
    14. Heineck, Guido & Schwarze, Johannes, 2003. "Substance Use and Earnings: The Case of Smokers in Germany," IZA Discussion Papers 743, Institute of Labor Economics (IZA).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Yao, Yao & Chen, George S. & Salim, Ruhul & Yu, Xiaojun, 2018. "Schooling returns for migrant workers in China: Estimations from the perspective of the institutional environment in a rural setting," China Economic Review, Elsevier, vol. 51(C), pages 240-256.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ali Palali, 2017. "Early Smoking, Education, and Labor Market Performance," De Economist, Springer, vol. 165(3), pages 225-270, September.
    2. F. Brune, Lasse, 2007. "The smoker’s wage penalty puzzle: evidence from Britain," ISER Working Paper Series 2007-31, Institute for Social and Economic Research.
    3. Palali, Ali, 2015. "Early Smoking, Education, and Labor Market Performance," Discussion Paper 2015-033, Tilburg University, Center for Economic Research.
    4. Palali, Ali, 2015. "Early Smoking, Education, and Labor Market Performance," Other publications TiSEM b51be057-cb0e-445a-a428-4, Tilburg University, School of Economics and Management.
    5. Pierre Pestieau & Gregory Ponthiere, 2012. "Myopia, regrets, and risky behaviors," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 19(2), pages 288-317, April.
    6. Haque, Samiul & Abedin, Naveen & Fakir, Adnan M. S. & Hannan, Rafe & Alam, Rafa, 2019. "Effects of smoking on agricultural productivity," 2019 Annual Meeting, July 21-23, Atlanta, Georgia 291149, Agricultural and Applied Economics Association.
    7. repec:hum:wpaper:sfb649dp2006-089 is not listed on IDEAS
    8. Silke Anger & Michael Kvasnicka, 2006. "Biases in Estimates of the Smoking Wage Penalty," Discussion Papers of DIW Berlin 654, DIW Berlin, German Institute for Economic Research.
    9. Anger, Silke & Kvasnicka, Michael, 2010. "Does Smoking Really Harm Your Earnings so Much? Biases in Current Estimates of the Smoking Wage Penalty," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 17(6), pages 561-564.
    10. Palali, Ali, 2017. "Early smoking, education, and labor market performance," Other publications TiSEM a3763677-b112-4fea-a9f3-5, Tilburg University, School of Economics and Management.
    11. Lång, Elisabeth & Nystedt, Paul, 2018. "Blowing up money? The earnings penalty of smoking in the 1970s and the 21st century," Journal of Health Economics, Elsevier, vol. 60(C), pages 39-52.
    12. Li-Shiun Chen & Ping Wang & Yao Yao, 2017. "Smoking, Health Capital, and Longevity: Evaluation of Personalized Cessation Treatments in a Lifecycle Model with Heterogeneous Agents," NBER Working Papers 23820, National Bureau of Economic Research, Inc.
    13. Dewar, Diane M., 1998. "Do those with more formal education have better health insurance opportunities?," Economics of Education Review, Elsevier, vol. 17(3), pages 267-277, June.
    14. Michael Grossman, 1999. "The Human Capital Model of the Demand for Health," NBER Working Papers 7078, National Bureau of Economic Research, Inc.
    15. Cowan, Benjamin W., 2011. "Forward-thinking teens: The effects of college costs on adolescent risky behavior," Economics of Education Review, Elsevier, vol. 30(5), pages 813-825, October.
    16. Vidhura Tennekoon & Robert Rosenman, 2013. "Bias in Measuring Smoking Behavior," Working Papers 2013-10, School of Economic Sciences, Washington State University.
    17. Ermakov, Stepan, 2012. "The impact of smoking intensity on wages in Russia," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 25(1), pages 70-94.
    18. Donata Bessey & Uschi Backes-Gellner, 2009. "Marijuana Consumption, Educational Outcomes and Labor Market Success: Evidence from Switzerland," Economics of Education Working Paper Series 0043, University of Zurich, Department of Business Administration (IBW).
    19. Lurås, Hilde, 2009. "A healthy lifestyle: The product of opportunities and preferences," HERO Online Working Paper Series 2001:11, University of Oslo, Health Economics Research Programme.
    20. van Ours, J.C., 2005. "Cannabis, Cocaine and the Wages of Prime Age Males," Discussion Paper 2005-14, Tilburg University, Center for Economic Research.
    21. Angulo, Ana María & Barberán, Ramón & Egea, Pilar & Mur, Jesús, 2011. "An analysis of health expenditure on a microdata population basis," Economic Modelling, Elsevier, vol. 28(1), pages 169-180.

    More about this item

    Keywords

    Smoking; Wages Differentials; Econometric Approaches and Euro Area.;
    All these keywords.

    JEL classification:

    • C18 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Methodolical Issues: General
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • O51 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - U.S.; Canada

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ksp:journ6:v:3:y:2016:i:1:p:38-52. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Bilal KARGI (email available below). General contact details of provider: http://www.kspjournals.org .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.