IDEAS home Printed from https://ideas.repec.org/a/eee/ehbiol/v20y2016icp42-54.html
   My bibliography  Save this article

Obesity, job satisfaction and disability at older ages in Europe

Author

Listed:
  • Pagan, Ricardo
  • Haro, Carmen Ordóñez de
  • Sánchez, Carlos Rivas

Abstract

This study investigates the interaction between obesity and disability and its impact on the levels of job satisfaction reported by older workers (aged 50–64) in ten European countries (Denmark, Sweden, Austria, Belgium, France, Germany, The Netherlands, Switzerland, Italy and Spain). Using longitudinal data from the Survey of Health, Ageing and Retirement in Europe for the years 2004, 2007 and 2011, we estimate a job satisfaction equation which includes a set of explanatory variables measuring worker's obesity and disability status (non-disabled, non-limited disabled, and limited disabled). The results show that, after controlling for other variables, obese workers are more likely to be satisfied with their jobs as compared to those workers with normal weight (0.066 points). In addition, being limited disabled or having poor health contribute to reducing (by 0.082 and 0.172 points, respectively) this positive effect of being obese on job satisfaction. However, we do not find any differential effect of obesity on job satisfaction by disability status, except for those underweight individuals who are not limited in their daily activities. Overall, these findings support the hypothesis of lower expectations about jobs for obese workers, especially if they also have poor health.

Suggested Citation

  • Pagan, Ricardo & Haro, Carmen Ordóñez de & Sánchez, Carlos Rivas, 2016. "Obesity, job satisfaction and disability at older ages in Europe," Economics & Human Biology, Elsevier, vol. 20(C), pages 42-54.
  • Handle: RePEc:eee:ehbiol:v:20:y:2016:i:c:p:42-54
    DOI: 10.1016/j.ehb.2015.10.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1570677X15000714
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ehb.2015.10.001?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Bozoyan, Christiane & Wolbring, Tobias, 2011. "Fat, muscles, and wages," Economics & Human Biology, Elsevier, vol. 9(4), pages 356-363.
    2. Christian A. Gregory & Christopher J. Ruhm, 2011. "Where Does the Wage Penalty Bite?," NBER Chapters, in: Economic Aspects of Obesity, pages 315-347, National Bureau of Economic Research, Inc.
    3. Alois Stutzer & Armando N. Meier, 2016. "Limited Self‐control, Obesity, and the Loss of Happiness," Health Economics, John Wiley & Sons, Ltd., vol. 25(11), pages 1409-1424, November.
    4. Thomas DeLeire, 2001. "Changes in Wage Discrimination against People with Disabilities: 1984-93," Journal of Human Resources, University of Wisconsin Press, vol. 36(1), pages 144-158.
    5. Gannon, Brenda & Munley, Margaret, 2009. "Age and disability: Explaining the wage differential," Social Science & Medicine, Elsevier, vol. 69(1), pages 47-55, July.
    6. Blanchflower, David G. & Oswald, Andrew J., 2008. "Is well-being U-shaped over the life cycle?," Social Science & Medicine, Elsevier, vol. 66(8), pages 1733-1749, April.
    7. Marina Selini Katsaiti, 2012. "Obesity and happiness," Applied Economics, Taylor & Francis Journals, vol. 44(31), pages 4101-4114, November.
    8. Caliendo, Marco & Gehrsitz, Markus, 2016. "Obesity and the labor market: A fresh look at the weight penalty," Economics & Human Biology, Elsevier, vol. 23(C), pages 209-225.
    9. Easterlin, Richard A., 2006. "Life cycle happiness and its sources: Intersections of psychology, economics, and demography," Journal of Economic Psychology, Elsevier, vol. 27(4), pages 463-482, August.
    10. Wada, Roy & Tekin, Erdal, 2010. "Body composition and wages," Economics & Human Biology, Elsevier, vol. 8(2), pages 242-254, July.
    11. Clark, Andrew E. & Oswald, Andrew J., 1996. "Satisfaction and comparison income," Journal of Public Economics, Elsevier, vol. 61(3), pages 359-381, September.
    12. Petri Böckerman & Edvard Johansson & Samuli Saarni & Suoma Saarni, 2014. "The Negative Association of Obesity with Subjective Well-Being: Is it All About Health?," Journal of Happiness Studies, Springer, vol. 15(4), pages 857-867, August.
    13. Brendan Kline & Justin L. Tobias, 2008. "The wages of BMI: Bayesian analysis of a skewed treatment-response model with nonparametric endogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(6), pages 767-793.
    14. Morris, Stephen, 2007. "The impact of obesity on employment," Labour Economics, Elsevier, vol. 14(3), pages 413-433, June.
    15. Caliendo, Marco & Lee, Wang-Sheng, 2013. "Fat chance! Obesity and the transition from unemployment to employment," Economics & Human Biology, Elsevier, vol. 11(2), pages 121-133.
    16. Verbeek, Marno & Nijman, Theo, 1992. "Testing for Selectivity Bias in Panel Data Models," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 33(3), pages 681-703, August.
    17. Michael Grossman & Naci H. Mocan, 2011. "Economic Aspects of Obesity," NBER Books, National Bureau of Economic Research, Inc, number gros09-1, March.
    18. Clark, Andrew E., 1997. "Job satisfaction and gender: Why are women so happy at work?," Labour Economics, Elsevier, vol. 4(4), pages 341-372, December.
    19. Lindeboom, Maarten & Lundborg, Petter & van der Klaauw, Bas, 2010. "Assessing the impact of obesity on labor market outcomes," Economics & Human Biology, Elsevier, vol. 8(3), pages 309-319, December.
    20. Odelia Rosin, 2008. "The Economic Causes Of Obesity: A Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 22(4), pages 617-647, September.
    21. Oswald, Andrew J & Powdthavee, Nattavudh, 2007. "Obesity, Unhappiness, and The Challenge of Affluence : Theory and Evidence," The Warwick Economics Research Paper Series (TWERPS) 793, University of Warwick, Department of Economics.
    22. Badi Baltagi & Seuck Song, 2006. "Unbalanced panel data: A survey," Statistical Papers, Springer, vol. 47(4), pages 493-523, October.
    23. Nijman, T.E. & Verbeek, M.J.C.M., 1992. "Testing for selectivity in panel data models," Other publications TiSEM 7ec34a6c-1d84-4052-971c-d, Tilburg University, School of Economics and Management.
    24. Burkhauser, Richard V. & Cawley, John, 2008. "Beyond BMI: The value of more accurate measures of fatness and obesity in social science research," Journal of Health Economics, Elsevier, vol. 27(2), pages 519-529, March.
    25. Melanie K. Jones & Paul L. Latreille & Peter J. Sloane, 2006. "Disability, gender, and the British labour market," Oxford Economic Papers, Oxford University Press, vol. 58(3), pages 407-449, July.
    26. Atella, Vincenzo & Pace, Noemi & Vuri, Daniela, 2008. "Are employers discriminating with respect to weight?: European Evidence using Quantile Regression," Economics & Human Biology, Elsevier, vol. 6(3), pages 305-329, December.
    27. Franco Sassi, 2010. "Obesity and the Economics of Prevention," Books, Edward Elgar Publishing, number 14244.
    28. 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.
    29. Cawley, John & Meyerhoefer, Chad, 2012. "The medical care costs of obesity: An instrumental variables approach," Journal of Health Economics, Elsevier, vol. 31(1), pages 219-230.
    30. Richard V. Burkhauser & John Cawley, 2004. "Obesity, Disability, and Movement Onto the Disability Insurance Rolls," Working Papers wp089, University of Michigan, Michigan Retirement Research Center.
    31. Kim, Tae Hyun & Han, Euna, 2015. "Impact of body mass on job quality," Economics & Human Biology, Elsevier, vol. 17(C), pages 75-85.
    32. Ricardo Pagán & Miguel Malo, 2009. "Job satisfaction and disability: lower expectations about jobs or a matter of health?," Spanish Economic Review, Springer;Spanish Economic Association, vol. 11(1), pages 51-74, March.
    33. David G. Blanchflower & Andrew J. Oswald & Bert Van Landeghem, 2009. "Imitative Obesity and Relative Utility," Journal of the European Economic Association, MIT Press, vol. 7(2-3), pages 528-538, 04-05.
    34. Pagan, Ricardo, 2011. "Ageing and disability: Job satisfaction differentials across Europe," Social Science & Medicine, Elsevier, vol. 72(2), pages 206-215, January.
    35. Brunello, Giorgio & D'Hombres, Beatrice, 2007. "Does body weight affect wages?: Evidence from Europe," Economics & Human Biology, Elsevier, vol. 5(1), pages 1-19, March.
    36. Susan Averett & Sanders Korenman, 1996. "The Economic Reality of the Beauty Myth," Journal of Human Resources, University of Wisconsin Press, vol. 31(2), pages 304-330.
    37. Greve, Jane, 2008. "Obesity and labor market outcomes in Denmark," Economics & Human Biology, Elsevier, vol. 6(3), pages 350-362, December.
    38. Oswald, Andrew J. & Powdthavee, Nattavudh, 2008. "Does happiness adapt? A longitudinal study of disability with implications for economists and judges," Journal of Public Economics, Elsevier, vol. 92(5-6), pages 1061-1077, June.
    39. Grossman, Michael & Mocan, Naci (ed.), 2011. "Economic Aspects of Obesity," National Bureau of Economic Research Books, University of Chicago Press, number 9780226310091, December.
    40. John Cawley, 2004. "The Impact of Obesity on Wages," Journal of Human Resources, University of Wisconsin Press, vol. 39(2).
    41. Brenda Gannon, 2005. "A dynamic analysis of disability and labour force participation in Ireland 1995–2000," Health Economics, John Wiley & Sons, Ltd., vol. 14(9), pages 925-938, September.
    42. Marion Devaux & Franco Sassi & Jody Church & Michele Cecchini & Francesca Borgonovi, 2011. "Exploring the Relationship Between Education and Obesity," OECD Journal: Economic Studies, OECD Publishing, vol. 2011(1), pages 1-40.
    43. Satoru Shimokawa, 2008. "The labour market impact of body weight in China: a semiparametric analysis," Applied Economics, Taylor & Francis Journals, vol. 40(8), pages 949-968.
    44. John Cawley & Sheldon Danziger, 2005. "Morbid obesity and the transition from welfare to work," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 24(4), pages 727-743.
    45. Renna, F. & Thakur, Nidhi, 2010. "Direct and indirect effects of obesity on U.S. labor market outcomes of older working age adults," Social Science & Medicine, Elsevier, vol. 71(2), pages 405-413, July.
    46. Andrew J. Oswald & Nattavudh Powdthavee, 2007. "Review 1: Obesity, Unhappiness, and The Challenge of Affluence: Theory and Evidence," Economic Journal, Royal Economic Society, vol. 117(521), pages 441-454, June.
    47. Marjorie Baldwin & William G. Johnson, 1994. "Labor Market Discrimination against Men with Disabilities," Journal of Human Resources, University of Wisconsin Press, vol. 29(1), pages 1-19.
    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. Davillas, Apostolos & Pudney, Stephen, 2020. "Biomarkers as precursors of disability," Economics & Human Biology, Elsevier, vol. 36(C).
    2. Ljunge, Martin, 2016. "Migrants, health, and happiness: Evidence that health assessments travel with migrants and predict well-being," Economics & Human Biology, Elsevier, vol. 22(C), pages 35-46.

    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. Nuñez, Roy, 2020. "Obesity and labor market in Peru," MPRA Paper 105621, University Library of Munich, Germany.
    2. Kinge, Jonas Minet, 2016. "Waist circumference, body mass index and employment outcomes," HERO Online Working Paper Series 2016:4, University of Oslo, Health Economics Research Programme.
    3. Larose, Samantha L. & Kpelitse, Koffi A. & Campbell, M. Karen & Zaric, Gregory S. & Sarma, Sisira, 2016. "Does obesity influence labour market outcomes among working-age adults? Evidence from Canadian longitudinal data," Economics & Human Biology, Elsevier, vol. 20(C), pages 26-41.
    4. Kinge, Jonas Minet, 2016. "Body mass index and employment status: A new look," Economics & Human Biology, Elsevier, vol. 22(C), pages 117-125.
    5. Kinge, Jonas Minet, 2015. "Body mass index and employment status: a new look," HERO Online Working Paper Series 2015:3, University of Oslo, Health Economics Research Programme.
    6. Pagan, Ricardo, 2011. "Ageing and disability: Job satisfaction differentials across Europe," Social Science & Medicine, Elsevier, vol. 72(2), pages 206-215, January.
    7. Caliendo, Marco & Gehrsitz, Markus, 2016. "Obesity and the labor market: A fresh look at the weight penalty," Economics & Human Biology, Elsevier, vol. 23(C), pages 209-225.
    8. Mosca, Irene, 2013. "Body mass index, waist circumference and employment: Evidence from older Irish adults," Economics & Human Biology, Elsevier, vol. 11(4), pages 522-533.
    9. Susan Averett & Laura Argys & Jennifer Kohn, 2012. "Immigration, obesity and labor market outcomes in the UK," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 1(1), pages 1-19, December.
    10. Jonas Minet Kinge, 2017. "Waist circumference, body mass index, and employment outcomes," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 18(6), pages 787-799, July.
    11. Cawley, John, 2015. "An economy of scales: A selective review of obesity's economic causes, consequences, and solutions," Journal of Health Economics, Elsevier, vol. 43(C), pages 244-268.
    12. Shoshana Grossbard & Sankar Mukhopadhyay, 2017. "Marriage markets as explanation for why heavier people work more hours," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 6(1), pages 1-30, December.
    13. Margareta Dackehag & Ulf-G. Gerdtham & Martin Nordin, 2015. "Productivity or discrimination? An economic analysis of excess-weight penalty in the Swedish labor market," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 16(6), pages 589-601, July.
    14. Paolo Nicola Barbieri, 2018. "BMI and Employment: Is There an Overweight Premium?," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 4(3), pages 523-548, November.
    15. Sabia, Joseph J. & Rees, Daniel I., 2012. "Body weight and wages: Evidence from Add Health," Economics & Human Biology, Elsevier, vol. 10(1), pages 14-19.
    16. Jiangli Dou & Limin Du & Ken Wang & Hailin Sun & Chenggang Zhang, 2020. "Wage Penalties or Wage Premiums? A Socioeconomic Analysis of Gender Disparity in Obesity in Urban China," IJERPH, MDPI, vol. 17(19), pages 1-20, September.
    17. Chu, Filmer & Ohinmaa, Arto, 2016. "The obesity penalty in the labor market using longitudinal Canadian data," Economics & Human Biology, Elsevier, vol. 23(C), pages 10-17.
    18. Olivier Bargain & Jinan Zeidan, 2014. "The Direct Effect of Obesity on Emotional Well-Being: Evidence from Mexico," AMSE Working Papers 1432, Aix-Marseille School of Economics, France, revised 16 Jul 2014.
    19. Mosca, Irene, 2012. "Obesity and Employment in Ireland: Moving Beyond BMI," Papers WP431, Economic and Social Research Institute (ESRI).
    20. Cawley, John & Han, Euna & Norton, Edward C., 2009. "Obesity and labor market outcomes among legal immigrants to the United States from developing countries," Economics & Human Biology, Elsevier, vol. 7(2), pages 153-164, July.

    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:eee:ehbiol:v:20:y:2016:i:c:p:42-54. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/622964 .

    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.