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Are employers discriminating with respect to weight? European Evidence using Quantile Regression

The aim of this research is to investigate the relationship between obesity and wages, using data for nine countries from the European Community Household Panel (ECHP) over the period 1998-2001. We improve upon the existing literature by adopting a Quantile Regression approach to characterize the heterogenous impact of obesity at different points of the wage distribution. Our results show that i) the evidence obtained from mean regression and pooled analysis hides a significant amount of heterogeneity as the relationship between obesity and wages differs across countries and wages quantiles and ii) cultural, environmental or institutional settings do not seem to be able to explain differences among countries, leaving room for a pure discriminatory effect hypothesis.

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Paper provided by Tor Vergata University, CEIS in its series CEIS Research Paper with number 123.

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Length: 54 pages
Date of creation: 14 Jul 2008
Date of revision: 14 Jul 2008
Handle: RePEc:rtv:ceisrp:123
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  1. Andreyeva, T. & Michaud, P.C. & van Soest, A.H.O., 2007. "Obesity and health in Europeans age 50 and above," Other publications TiSEM ac9092fe-6dfa-4b99-8db8-9, Tilburg University, School of Economics and Management.
  2. Alberto Abadie & Joshua Angrist & Guido Imbens, 2002. "Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings," Econometrica, Econometric Society, vol. 70(1), pages 91-117, January.
  3. Honore, Bo E & Hu, Luojia, 2004. "On the Performance of Some Robust Instrumental Variables Estimators," Journal of Business & Economic Statistics, American Statistical Association, vol. 22(1), pages 30-39, January.
  4. Franco Peracchi, 2002. "The European Community Household Panel: A review," Empirical Economics, Springer, vol. 27(1), pages 63-90.
  5. Komlos, John & Smith, Patricia K. & Bogin, Barry, 2003. "Obesity and the Rate of Time Preference: Is there a Connection?," Discussion Papers in Economics 60, University of Munich, Department of Economics.
  6. Chernozhukov, Victor & Hansen, Christian, 2006. "Instrumental quantile regression inference for structural and treatment effect models," Journal of Econometrics, Elsevier, vol. 132(2), pages 491-525, June.
  7. Lingjie Ma & Roger Koenker, 2004. "Quantile regression methods for recursive structural equation models," CeMMAP working papers CWP01/04, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  8. Amemiya, Takeshi, 1982. "Two Stage Least Absolute Deviations Estimators," Econometrica, Econometric Society, vol. 50(3), pages 689-711, May.
  9. Maria L. Loureiro & Rodolfo M. Nayga, 2005. "International Dimensions of Obesity and Overweight Related Problems: An Economics Perspective," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(5), pages 1147-1153.
  10. Susan Averett & Sanders Korenman, 1993. "The Economic Reality of the Beauty Myth," NBER Working Papers 4521, National Bureau of Economic Research, Inc.
  11. 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.
  12. Tomas J. Philipson & Richard A. Posner, 1999. "The Long-Run Growth in Obesity as a Function of Technological Change," NBER Working Papers 7423, National Bureau of Economic Research, Inc.
  13. Darius Lakdawalla & Tomas Philipson, 2007. "Labor Supply and Weight," Journal of Human Resources, University of Wisconsin Press, vol. 42(1).
  14. Duncan Thomas & Elizabeth Frankenberg, 2001. "The Measurement and Interpretation of Health in Social Surveys," Working Papers 01-06, RAND Corporation Publications Department.
  15. 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.
  16. Jaisri Gangadharan & Joshua Rosenbloom & Joyce Jacobson & James Wishart Pearre III, 1996. "The Effects of Child-Bearing on Married Women's Labor Supply and Earnings: Using Twin Births as a Natural Experiment," NBER Working Papers 5647, National Bureau of Economic Research, Inc.
  17. John Cawley, 2004. "The Impact of Obesity on Wages," Journal of Human Resources, University of Wisconsin Press, vol. 39(2).
  18. 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.
  19. Morris, Stephen, 2007. "The impact of obesity on employment," Labour Economics, Elsevier, vol. 14(3), pages 413-433, June.
  20. Richard Freeman, 2008. "Labor Market Institutions Around the World," CEP Discussion Papers dp0844, Centre for Economic Performance, LSE.
  21. Sokbae Lee, 2004. "Endogeneity in Quantile Regression Models: A Control Function Approach," Econometric Society 2004 North American Summer Meetings 521, Econometric Society.
  22. Andrew Chesher, 2003. "Identification in Nonseparable Models," Econometrica, Econometric Society, vol. 71(5), pages 1405-1441, 09.
  23. Nicola Persico & Andrew Postlewaite & Dan Silverman, 2003. "The Effect of Adolescent Experience on Labor Market Outcomes: The Case of Height," PIER Working Paper Archive 03-036, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
  24. Sanz-de-Galdeano, Anna, 2005. "The Obesity Epidemic in Europe," IZA Discussion Papers 1814, Institute for the Study of Labor (IZA).
  25. Anna Sanz de Galdeano, 2007. "An Economic Analysis of Obesity in Europe: Health, Medical Care and Absenteeism Costs," Working Papers 2007-38, FEDEA.
  26. Richard Blundell & James Powell, 2001. "Endogeneity in nonparametric and semiparametric regression models," CeMMAP working papers CWP09/01, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  27. 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.
  28. Dennis J. Aigner & Glen G. Cain, 1977. "Statistical theories of discrimination in labor markets," Industrial and Labor Relations Review, ILR Review, Cornell University, ILR School, vol. 30(2), pages 175-187, January.
  29. Victor Chernozhukov & Christian Hansen, 2005. "An IV Model of Quantile Treatment Effects," Econometrica, Econometric Society, vol. 73(1), pages 245-261, 01.
  30. David M. Cutler & Edward L. Glaeser & Jesse M. Shapiro, 2003. "Why Have Americans Become More Obese?," Journal of Economic Perspectives, American Economic Association, vol. 17(3), pages 93-118, Summer.
  31. Powell, James L, 1983. "The Asymptotic Normality of Two-Stage Least Absolute Deviations Estimators," Econometrica, Econometric Society, vol. 51(5), pages 1569-75, September.
  32. Xiaohong Chen & Oliver Linton & Ingred Van Keilegom, 2002. "Estimation of semiparametric models when the criterion function is not smooth," CeMMAP working papers CWP02/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  33. Jay Bhattacharya & M. Kate Bundorf, 2005. "The Incidence of the Healthcare Costs of Obesity," NBER Working Papers 11303, National Bureau of Economic Research, Inc.
  34. Jaume Garcia & Climent Quintana, 2008. "Income and Body Mass Index in Europe," Economic Reports 13-08, FEDEA.
  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. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
  37. William N. Evans & Edward Montgomery, 1994. "Education and Health: Where There's Smoke There's an Instrument," NBER Working Papers 4949, National Bureau of Economic Research, Inc.
  38. Greve, Jane, 2007. "Obesity and Labor Market Outcomes: New Danish Evidence," Working Papers 07-13, University of Aarhus, Aarhus School of Business, Department of Economics.
  39. Han Hong & Elie Tamer, 2003. "Inference in Censored Models with Endogenous Regressors," Econometrica, Econometric Society, vol. 71(3), pages 905-932, 05.
  40. Fahr, René, 2006. "The Wage Effects of Social Norms: Evidence of Deviations from Peers’ Body-Mass in Europe," IZA Discussion Papers 2323, Institute for the Study of Labor (IZA).
  41. Mobius, Markus & Rosenblat, Tanya, 2010. "Why Beauty Matters," Staff General Research Papers 32112, Iowa State University, Department of Economics.
  42. John Cawley & Markus M. Grabka & Dean R. Lillard, 2005. "A Comparison of the Relationship between Obesity and Earnings in the U.S. and Germany," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 125(1), pages 119-129.
  43. Daniel S. Hamermesh & Jeff E. Biddle, 1993. "Beauty and the Labor Market," NBER Working Papers 4518, National Bureau of Economic Research, Inc.
  44. Moshe Buchinsky, 2001. "Quantile regression with sample selection: Estimating women's return to education in the U.S," Empirical Economics, Springer, vol. 26(1), pages 87-113.
  45. 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.
  46. Blundell, Richard & Powell, James L., 2007. "Censored regression quantiles with endogenous regressors," Journal of Econometrics, Elsevier, vol. 141(1), pages 65-83, November.
  47. Darius Lakdawalla & Tomas Philipson, 2002. "The Growth of Obesity and Technological Change: A Theoretical and Empirical Examination," NBER Working Papers 8946, National Bureau of Economic Research, Inc.
  48. Nicola Persico & Andrew Postlewaite & Dan Silverman, 2001. "The Effect of Adolescent Experience on Labor Market Outcomes: The Case of Height, Third Version," PIER Working Paper Archive 04-013, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 05 Jan 2004.
  49. Morris, Stephen, 2006. "Body mass index and occupational attainment," Journal of Health Economics, Elsevier, vol. 25(2), pages 347-364, March.
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