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The impact of body size on urban employment: Evidence from China

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  • PAN, Jay
  • QIN, Xuezheng
  • LIU, Gordon G.

Abstract

This paper tests whether body size affects employment status in the Chinese urban labor market. Based on Urban Resident Basic Medical Insurance (URBMI) survey data, we find that body size has an inverted U-shaped effect on the probability of being employed when human capital and other factors are controlled, indicating the existence of “body size discrimination”. Based on our results, the optimal BMI for employment is estimated to be 22.7 for female and 24.3 for male. Further studies show that the “health channel” and the “esthetic channel” play an important role in forming the body size discrimination among both male and female. Furthermore, we find that the employment type (formal employment vs. informal employment) is also affected by body size. Our paper provides new evidence on the impact of body size on employment, and reveals new characteristics of the Chinese urban labor market.

Suggested Citation

  • PAN, Jay & QIN, Xuezheng & LIU, Gordon G., 2013. "The impact of body size on urban employment: Evidence from China," China Economic Review, Elsevier, vol. 27(C), pages 249-263.
    • Handle: RePEc:eee:chieco:v:27:y:2013:i:c:p:249-263
    DOI: 10.1016/j.chieco.2012.04.006
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    as
    1. Rachel Connelly & Jean Kimmel, 2003. "Marital status and full-time/part-time work status in child care choices," Applied Economics, Taylor & Francis Journals, vol. 35(7), pages 761-777.
    2. Guido Heineck, 2005. "Up in the Skies? The Relationship between Body Height and Earnings in Germany," LABOUR, CEIS, vol. 19(3), pages 469-489, September.
    3. Sanders Korenman & David Neumark, 1991. "Does Marriage Really Make Men More Productive?," Journal of Human Resources, University of Wisconsin Press, vol. 26(2), pages 282-307.
    4. 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.
    5. Newey, Whitney K., 1987. "Efficient estimation of limited dependent variable models with endogenous explanatory variables," Journal of Econometrics, Elsevier, vol. 36(3), pages 231-250, November.
    6. Ranney, Christine K. & McNamara, Paul E., 2002. "Do Healthier Diets Cost More?," Working Papers 127305, Cornell University, Department of Applied Economics and Management.
    7. 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.
    8. Goldman D. P. & Bhattacharya J. & McCaffrey D. F. & Duan N. & Leibowitz A. A. & Joyce G. F. & Morton S. C., 2001. "Effect of Insurance on Mortality in an HIV-Positive Population in Care," Journal of the American Statistical Association, American Statistical Association, vol. 96, pages 883-894, September.
    9. Garry F. Barrett & Denise J. Doiron, 2001. "Working part time: by choice or by constraint," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 34(4), pages 1042-1065, November.
    10. Greve, Jane, 2008. "Obesity and labor market outcomes in Denmark," Economics & Human Biology, Elsevier, vol. 6(3), pages 350-362, December.
    11. David O. Meltzer & Zhuo Chen, 2011. "The Impact of Minimum Wage Rates on Body Weight in the United States," NBER Chapters, in: Economic Aspects of Obesity, pages 17-34, National Bureau of Economic Research, Inc.
    12. Bhattacharya, Jayanta & Goldman, Dana & Sood, Neeraj, 2003. "The link between public and private insurance and HIV-related mortality," Journal of Health Economics, Elsevier, vol. 22(6), pages 1105-1122, November.
    13. Sloan, Frank A. & Picone, Gabriel A. & TaylorJr., Donald H. & Chou, Shin-Yi, 2001. "Hospital ownership and cost and quality of care: is there a dime's worth of difference?," Journal of Health Economics, Elsevier, vol. 20(1), pages 1-21, January.
    14. Grossman, Michael & Mocan, Naci (ed.), 2011. "Economic Aspects of Obesity," National Bureau of Economic Research Books, University of Chicago Press, number 9780226310091, December.
    15. Terza, Joseph V. & Basu, Anirban & Rathouz, Paul J., 2008. "Two-stage residual inclusion estimation: Addressing endogeneity in health econometric modeling," Journal of Health Economics, Elsevier, vol. 27(3), pages 531-543, May.
    16. Mary A. Burke & Frank Heiland, 2007. "Social Dynamics Of Obesity," Economic Inquiry, Western Economic Association International, vol. 45(3), pages 571-591, July.
    17. 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.
    18. Wanchuan Lin & Gordon G. Liu & Gang Chen, 2009. "The Urban Resident Basic Medical Insurance: a landmark reform towards universal coverage in China," Health Economics, John Wiley & Sons, Ltd., vol. 18(S2), pages 83-96, July.
    19. Hongbin Cai & Hanming Fang & Lixin Colin Xu, 2011. "Eat, Drink, Firms, Government: An Investigation of Corruption from the Entertainment and Travel Costs of Chinese Firms," Journal of Law and Economics, University of Chicago Press, vol. 54(1), pages 55-78.
    20. Chou, Shin-Yi & Grossman, Michael & Saffer, Henry, 2004. "An economic analysis of adult obesity: results from the Behavioral Risk Factor Surveillance System," Journal of Health Economics, Elsevier, vol. 23(3), pages 565-587, May.
    21. Currie, Janet & Cole, Nancy, 1993. "Welfare and Child Health: The Link between AFDC Participation and Birth Weight," American Economic Review, American Economic Association, vol. 83(4), pages 971-985, September.
    22. John Cawley & John Moran & Kosali Simon, 2010. "The impact of income on the weight of elderly Americans," Health Economics, John Wiley & Sons, Ltd., vol. 19(8), pages 979-993, August.
    23. Hamermesh, Daniel S & Biddle, Jeff E, 1994. "Beauty and the Labor Market," American Economic Review, American Economic Association, vol. 84(5), pages 1174-1194, December.
    24. Lo Sasso, Anthony T. & Buchmueller, Thomas C., 2004. "The effect of the state children's health insurance program on health insurance coverage," Journal of Health Economics, Elsevier, vol. 23(5), pages 1059-1082, September.
    25. John Cawley, 2004. "The Impact of Obesity on Wages," Journal of Human Resources, University of Wisconsin Press, vol. 39(2).
    26. Grabowski, David C. & Hirth, Richard A., 2003. "Competitive spillovers across non-profit and for-profit nursing homes," Journal of Health Economics, Elsevier, vol. 22(1), pages 1-22, January.
    27. Maximilian D. Schmeiser, 2009. "Expanding wallets and waistlines: the impact of family income on the BMI of women and men eligible for the Earned Income Tax Credit," Health Economics, John Wiley & Sons, Ltd., vol. 18(11), pages 1277-1294, November.
    28. Christopher Dougherty, 2006. "The Marriage Earnings Premium as a Distributed Fixed Effect," Journal of Human Resources, University of Wisconsin Press, vol. 41(2).
    29. Anne Case & Christina Paxson, 2008. "Stature and Status: Height, Ability, and Labor Market Outcomes," Journal of Political Economy, University of Chicago Press, vol. 116(3), pages 499-532, June.
    30. Smith, Patricia K. & Bogin, Barry & Bishai, David, 2005. "Are time preference and body mass index associated?: Evidence from the National Longitudinal Survey of Youth," Economics & Human Biology, Elsevier, vol. 3(2), pages 259-270, July.
    31. Morris, Stephen, 2007. "The impact of obesity on employment," Labour Economics, Elsevier, vol. 14(3), pages 413-433, June.
    32. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 531-542.
    33. Lei, Xiaoyan & Yin, Nina & Zhao, Yaohui, 2012. "Socioeconomic status and chronic diseases: The case of hypertension in China," China Economic Review, Elsevier, vol. 23(1), pages 105-121.
    34. Bhattacharya, Jay & Bundorf, M. Kate, 2009. "The incidence of the healthcare costs of obesity," Journal of Health Economics, Elsevier, vol. 28(3), pages 649-658, May.
    35. Charles L. Baum & William F. Ford, 2004. "The wage effects of obesity: a longitudinal study," Health Economics, John Wiley & Sons, Ltd., vol. 13(9), pages 885-899, September.
    36. Ada Ferrer-i-Carbonell & Paul Frijters, 2004. "How Important is Methodology for the estimates of the determinants of Happiness?," Economic Journal, Royal Economic Society, vol. 114(497), pages 641-659, July.
    37. Jaume Garcia & Climent Quintana-Domeque, 2005. "Obesity, Wages and Employment in Europe," Labor and Demography 0508002, University Library of Munich, Germany, revised 03 Apr 2006.
    38. Andreas Schick & Richard H. Steckel, 2010. "Height as a Proxy for Cognitive and Non-Cognitive Ability," NBER Working Papers 16570, National Bureau of Economic Research, Inc.
    39. Lin, Biing-Hwan & Frazao, Elizabeth, 1997. "Nutritional Quality of Foods At and Away From Home," Food Review/ National Food Review, United States Department of Agriculture, Economic Research Service, vol. 20(2), pages 1-8.
    40. Paul A. Samuelson, 1937. "A Note on Measurement of Utility," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 4(2), pages 155-161.
    41. Johansson, Edvard & Böckerman, Petri & Kiiskinen, Urpo & Heliövaara, Markku, 2009. "Obesity and labour market success in Finland: The difference between having a high BMI and being fat," Economics & Human Biology, Elsevier, vol. 7(1), pages 36-45, March.
    42. John F. Ermisch & Robert E. Wright, 1993. "Wage Offers and Full-Time and Part-Time Employment by British Women," Journal of Human Resources, University of Wisconsin Press, vol. 28(1), pages 111-133.
    43. Ling, Davina C., 2009. "Do the Chinese "Keep up with the Jones"?: Implications of peer effects, growing economic disparities and relative deprivation on health outcomes among older adults in China," China Economic Review, Elsevier, vol. 20(1), pages 65-81, March.
    44. John Cawley, 2000. "Body Weight and Women's Labor Market Outcomes," NBER Working Papers 7841, National Bureau of Economic Research, Inc.
    45. Mary A. Burke & Frank Heiland, 2006. "The Strength of Social Interactions and Obesity among Women," Contributions to Economics, in: Francesco C. Billari & Thomas Fent & Alexia Prskawetz & Jürgen Scheffran (ed.), Agent-Based Computational Modelling, pages 117-137, Springer.
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    2. 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.
    3. Chee‐Ruey Hsieh & Xuezheng Qin, 2018. "Depression hurts, depression costs: The medical spending attributable to depression and depressive symptoms in China," Health Economics, John Wiley & Sons, Ltd., vol. 27(3), pages 525-544, March.
    4. 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.
    5. Qin, Xuezheng & Pan, Jay & Liu, Gordon G., 2014. "Does participating in health insurance benefit the migrant workers in China? An empirical investigation," China Economic Review, Elsevier, vol. 30(C), pages 263-278.
    6. Sen Xue, 2018. "Does contact improve attitudes towards migrants in China? : Evidence from urban residents," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 26(2), pages 149-200, April.
    7. Bonnefond, Céline & Clément, Matthieu, 2014. "Social class and body weight among Chinese urban adults: The role of the middle classes in the nutrition transition," Social Science & Medicine, Elsevier, vol. 112(C), pages 22-29.
    8. Eriksson, Tor & Pan, Jay & Qin, Xuezheng, 2014. "The intergenerational inequality of health in China," China Economic Review, Elsevier, vol. 31(C), pages 392-409.
    9. Xuezheng Qin & Jay Pan, 2016. "The Medical Cost Attributable to Obesity and Overweight in China: Estimation Based on Longitudinal Surveys," Health Economics, John Wiley & Sons, Ltd., vol. 25(10), pages 1291-1311, October.
    10. Zeng, Qiyan & Yu, Xiaohua, 2019. "Overweight and obesity standards and subjective well-being: Evidence from China," Economics & Human Biology, Elsevier, vol. 33(C), pages 144-148.
    11. 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.
    12. 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).

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    More about this item

    Keywords

    Body size discrimination; Health channel; Esthetic channel;
    All these keywords.

    JEL classification:

    • I10 - Health, Education, and Welfare - - Health - - - General
    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand

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