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Quantile regression analysis of body mass and wages

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  • Meliyanni Johar
  • Hajime Katayama

Abstract

Using the National Longitudinal Survey of Youth 1979, we explore the relationship between body mass and wages. We use quantile regression to provide a broad description of the relationship across the wage distribution. We also allow the relationship to vary by the degree of social skills involved in different jobs. Our results find that for female workers body mass and wages are negatively correlated at all points in their wage distribution. The strength of the relationship is larger at higher‐wage levels. For male workers, the relationship is relatively constant across wage distribution but heterogeneous across ethnic groups. When controlling for the endogeneity of body mass, we find that additional body mass has a negative causal impact on the wages of white females earning more than the median wages and of white males around the median wages. Among these workers, the wage penalties are larger for those employed in jobs that require extensive social skills. These findings may suggest that labor markets reward white workers for good physical shape differently, depending on the level of wages and the type of job a worker has. Copyright © 2011 John Wiley & Sons, Ltd.

Suggested Citation

  • Meliyanni Johar & Hajime Katayama, 2012. "Quantile regression analysis of body mass and wages," Health Economics, John Wiley & Sons, Ltd., vol. 21(5), pages 597-611, May.
  • Handle: RePEc:wly:hlthec:v:21:y:2012:i:5:p:597-611
    DOI: 10.1002/hec.1736
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    References listed on IDEAS

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    Cited by:

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    3. Ping Li & Xiaozhou Chen & Qi Yao, 2021. "Body Mass and Income: Gender and Occupational Differences," IJERPH, MDPI, vol. 18(18), pages 1-20, September.
    4. Pekkurnaz, Didem, 2023. "Causal effect of obesity on the probability of employment in women in Turkey," Economics & Human Biology, Elsevier, vol. 51(C).
    5. Donna Gilleskie & Euna Han & Edward Norton, 2017. "Disentangling the Contemporaneous and Dynamic Effects of Human and Health Capital on Wages over the Life Cycle," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 25, pages 350-383, April.
    6. Chih-Chien Huang & Scott T. Yabiku & Stephanie L. Ayers & Jennie J. Kronenfeld, 2016. "The obesity pay gap: gender, body size, and wage inequalities—a longitudinal study of Chinese adults, 1991–2011," Journal of Population Research, Springer, vol. 33(3), pages 221-242, September.
    7. Pierre LEVASSEUR, 2016. "The effects of bodyweight on wages in urban Mexico," Cahiers du GREThA (2007-2019) 2016-18, Groupe de Recherche en Economie Théorique et Appliquée (GREThA).
    8. Vijayasivajie, Anushiya & Mukhopadhaya, Pundarik & Heaton, Chris, 2023. "An investigation of body mass distributional changes in Australia, 1995–2017/18," Economics & Human Biology, Elsevier, vol. 50(C).
    9. Rosalba Radice & Luca Zanin & Giampiero Marra, 2013. "On the effect of obesity on employment in the presence of observed and unobserved confounding," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 67(4), pages 436-455, November.
    10. 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.
    11. Wilson, Nicholas & Janicki, Martha, 2016. "A cut above the rest? Private anthropometrics in marriage markets," Economics & Human Biology, Elsevier, vol. 23(C), pages 164-179.
    12. Brown, Christian & Routon, P. Wesley, 2018. "On the distributional and evolutionary nature of the obesity wage penalty," Economics & Human Biology, Elsevier, vol. 28(C), pages 160-172.
    13. Groves, Jeremy & Wilcox, Virginia, 2023. "The impact of overweight and obesity on unemployment duration among young American workers," Economics & Human Biology, Elsevier, vol. 51(C).
    14. Nathalie Mathieu‐Bolh, 2022. "The elusive link between income and obesity," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 935-968, September.
    15. MORIKAWA Masayuki, 2018. "Smoking, Obesity, and Labor Market Outcomes: Evidence from Japan," Discussion papers 18023, Research Institute of Economy, Trade and Industry (RIETI).
    16. Kazuma Sato, 2021. "Relationship between marital status and body mass index in Japan," Review of Economics of the Household, Springer, vol. 19(3), pages 813-841, September.
    17. Nuñez, Roy, 2020. "Obesity and labor market in Peru," MPRA Paper 105621, University Library of Munich, Germany.
    18. Levasseur, Pierre, 2017. "The ambiguous causal relationship between body-mass and labour income in emerging economies: The case of Mexico," MPRA Paper 81933, University Library of Munich, Germany.
    19. Raymundo M. Campos-Vazquez & Roy Nuñez, 2019. "Obesity and labor market outcomes in Mexico/Obesidad y el mercado de trabajo en México," Estudios Económicos, El Colegio de México, Centro de Estudios Económicos, vol. 34(2), pages 159-196.

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