Obesity, Weight Loss, and Employment Prospects: Evidence from a Randomized Trial

References

1. 1. Angrist Joshua,
   2. Lavy Victor

   . 2009. “The Effects of High Stakes High School Achievement Awards: Evidence from a Randomized Trial”. American Economic Review 99(4):1384–414.

   OpenUrlCrossRefWeb of Science
2. 1. Augurzky Boris,
   2. Bauer Thomas K.,
   3. Reichert Arndt R.,
   4. Schmidt Christoph M.,
   5. Tauchmann Harald

   . 2012. “Does Money Burn Fat? Evidence from a Randomized Experiment.” IZA Discussion Papers 6888. Bonn: Institute for the Study of Labor (IZA).
3. 1. Augurzky Boris,
   2. Reichert Arndt R.,
   3. Schmidt Christoph M.

   2012. “The Effect of a Bonus Program for Preventive Health Behavior on Health Expenditures.” Ruhr Economic Papers 373. Essen: Rheinisch-Westfälisches Institut für Wirtschaftsforschung (RWI).
4. 1. Averett Susan,
   2. Korenman Sanders

   . 1996. “The Economic Reality of the Beauty Myth”. Journal of Human Resources 31(2):304–30.

   OpenUrlCrossRefWeb of Science
5. 1. Bauer Thomas K.,
   2. Kluve Jochen,
   3. Schaffner Sandra,
   4. Schmidt Christoph M.

   2009. “Fiscal Effects of Minimum Wages: An Analysis for Germany”. German Economic Review 10(2):224–42.

   OpenUrl
6. 1. Bauer Thomas K.,
   2. Schmucker Alexandra,
   3. Vorell Matthias

   . 2008. “Beschäftigungsbeitrag von kleinen und mittleren Unternehmen: Viel Umschlag, wenig Gewinn.” Report, Institute for Employment Research (IAB). Nuremberg: The Research Institute of the German Federal Employment Agency.
7. 1. Baum Charles L.,
   2. Ford William F.

   2004. “The Wage Effects of Obesity: A Longitudinal Study”. Health Economics 13(9):885–99.

   OpenUrlCrossRefPubMedWeb of Science
8. 1. Bertola Giuseppe,
   2. Blau Francine D.,
   3. Kahn Lawrence M.

   2001. “Comparative Analysis of Labor Market Outcomes: Lessons for the U.S. from International Long-Run Evidence.” In The Roaring Nineties: Can Full Employment Be Sustained?, ed. Krueger Alan, Solow Robert, 159–218. New York: Russell Sage Foundation.
9. 1. Beznoska Martin,
   2. Ochmann Richard

   . 2012. “Liquidity Constraints and the Permanent Income Hypothesis: Pseudo Panel Estimation with German Consumption Survey Data.” Discussion Papers of DIW Berlin 1231. Berlin: German Institute for Economic Research (DIW).
10. 1. Bhattacharya Jay,
    2. Kate Bundorf M.

    2009. “The Incidence of the Healthcare Costs of Obesity”. Journal of Health Economics 28(3):649–58.

    OpenUrlCrossRefPubMedWeb of Science
11. 1. Biddle Jeff E.,
    2. Hamermesh Daniel S.

    1998. “Beauty, Productivity, and Discrimination: Lawyers’ Looks and Lucre”. Journal of Labor Economics 16(1):172–201.

    OpenUrlCrossRefWeb of Science
12. 1. Bigaard Janne,
    2. Frederiksen Kirsten,
    3. Tjønneland Anne,
    4. Thomsen Birthe L.,
    5. Overvad Kim,
    6. Heitmann Berit L.,
    7. Sørensen Thorkild I.A.

    2004. “Body Fat and Fat-Free Mass and All-Cause Mortality”. Obesity Research 12(7):1042–49.

    OpenUrlCrossRefPubMedWeb of Science
13. 1. Bilger Marcel,
    2. Finkelstein Eric A.,
    3. Kruger Eliza A.,
    4. Tate Deborah F.,
    5. Linnan Laura A.

    2013. “The Effect of Weight Loss on Health, Productivity, and Medical Expenditures Among Overweight Employees”. Medical Care 51(6):471–77.

    OpenUrlPubMed
14. 1. Blackburn George

    . 1995. “Effect of Degree of Weight Loss on Health Benefits”. Obesity Research 3(Supplement 2):211–16.

    OpenUrl
15. 1. Blomquist Sören,
    2. Dahlberg Matz

    . 1999. “Small Sample Properties of LIML and Jackknife IV Estimators: Experiments with Weak Instruments”. Journal of Applied Econometrics 14(1):69–88.

    OpenUrlCrossRef
16. 1. Borghans Lex,
    2. Duckworth Angela Lee,
    3. Heckman James J.,
    4. Weel Bas ter

    . 2008. “The Eonomics and Psychology of Personality Traits”. Journal of Human Resources 43(4):972–1059.

    OpenUrlAbstract/FREE Full Text
17. 1. Bowles Samuel,
    2. Gintis Herbert,
    3. Osborne Melissa

    . 2001. “The Determinants of Earnings: A Behavioral Approach”. Journal of Economic Literature 39(4):1137–76.

    OpenUrlCrossRefWeb of Science
18. 1. Brenzel Hanna,
    2. Kubis Alexander,
    3. Moczall Andreas,
    4. Weber Eva

    . 2008. “Der Arbeitsmarkt in Ost-und Westdeutschland: Offene Stellen, Personalsuche und Besetzungswege.” Report of the Institute for Employment Research (IAB). Nuremberg: The Research Institute of the German Federal Employment Agency.
19. 1. Brown Catana,
    2. Goetz Jeannine,
    3. Hamera Edna

    . 2011. “Weight Loss Intervention for People with Serious Mental Illness: A Randomized Controlled Trial of the RENEW Program”. Psychiatric Services 62(7):800–802.

    OpenUrlCrossRefPubMed
20. 1. Burkhauser Richard V.,
    2. Cawley John

    . 2008. “Beyond BMI: The Value of More Accurate Measures of Fatness and Obesity in Social Science Research”. Journal of Health Economics 27(2):519–29.

    OpenUrlCrossRefPubMedWeb of Science
21. 1. Caliendo Marco,
    2. Lee Wang-Sheng

    . 2011. “Fat Chance! Obesity and the Transition from Unemployment to Employment.” IZA Discussion Papers 5795. Bonn: Institute for the Study of Labor (IZA).
22. 1. Caliendo Marco

    . 2013. “Fat Chance! Obesity and the Transition from Unemployment to Employment”. Economics & Human Biology 11(2):121–33.

    OpenUrlCrossRefPubMed
23. 1. Cawley John

    . 2004. “The Impact of Obesity on Wages”. Journal of Human Resources 39(2): 451–74.

    OpenUrlAbstract/FREE Full Text
24. 1. Cawley John,
    2. Han Euna,
    3. Norton Edward C.

    2009. “Obesity and Labor Market Outcomes Among Legal Immigrants to the United States from Developing Countries”. Economics & Human Biology 7(2):153–64.

    OpenUrlPubMed
25. 1. Charness Gary,
    2. Gneezy Uri

    . 2009. “Incentives to Exercise”. Econometrica 77(3):909–31.

    OpenUrlCrossRefWeb of Science
26. 1. Christensen Robin,
    2. Bartels Else M.,
    3. Astrup Arne,
    4. Bliddal Henning

    . 2007. “Effect of Weight Reduction in Obese Patients Diagnosed with Knee Osteoarthritis: A Systematic Review and Meta-Analysis”. Annals of the Rheumatic Diseases 66(4):433–39.

    OpenUrlAbstract/FREE Full Text
27. 1. Contoyannis Paul,
    2. Jones Andrew M.

    2004. “Socio-Economic Status, Health and Lifestyle”. Journal of Health Economics 23(5):965–95.

    OpenUrlCrossRefPubMedWeb of Science
28. 1. Crawford David,
    2. Jeffery Robert W.,
    3. French Simone A.

    2000. “Can Anyone Successfully Control Their Weight? Findings of a Three Year Community-Based Study of Men and Women”. International Journal of Obesity 24(9):1107–10.

    OpenUrlCrossRefPubMedWeb of Science
29. 1. Donald Stephen G.,
    2. Lang Kevin

    . 2007. “Inference with Difference-in-Differences and Other Panel Data”. The Review of Economics and Statistics 89(2):221–33.

    OpenUrlCrossRefWeb of Science
30. 1. Everett Martin

    . 1990. “Let an Overweight Person Call on Your Best Customer? Fat Chance”. Sales and Marketing Management 142(4):66–70.

    OpenUrl
31. 1. Fardouly Jasmine,
    2. Vartanian Lenny R.

    2012. “Changes in Weight Bias Following Weight Loss: The Impact of Weight-Loss Method”. International Journal of Obesity 36(2): 314–19.

    OpenUrl
32. 1. Finlay Keith,
    2. Magnusson Leandro M.

    2009. “Implementing Weak-Instrument Robust Tests for a General Class of Instrumental-Variables Models”. Stata Journal 9(3):398–421.

    OpenUrl
33. 1. FOCUS-Online

    . 2013. “Motivationslos und ausgebrannt am Arbeitsplatz: Wann ist eine krankheitsbedingte Kündigung wirksam?” www.focus.de/finanzen/karriere/arbeitsrecht/tid2332/ausgebranntam-arbeitsplatz-wie-das-arbeitsrecht-burn-out-kandi-daten-schuetzt-wann-ist-eine-krankheitsbedingte-kuendigung-wirksamaid1042125.html. July 2013”. Accessed November 26, 2013.
34. 1. García-Gomez Pilar,
    2. Kippersluis Hans van,
    3. O’Donnell Owen,
    4. Doorslaer Eddy van

    . 2013. “Effects of Health on Own and Spousal Employment and Income Using Acute Hospital Admissions”. Journal of Human Resources 48(4):873–909.

    OpenUrlAbstract/FREE Full Text
35. 1. Giel Katrin,
    2. Zipfel Stephan,
    3. Alizadeh Manuela,
    4. Schäffeler Norbert,
    5. Zahn Carmen,
    6. Wessel Daniel,
    7. Hesse Friedrich W.,
    8. Thiel Syra,
    9. Thiel Ansgar

    . 2012. “Stigmatization of Obese Individuals by Human Resource Professionals: An Experimental Study”. BMC Public Health 12(1):525–34.

    OpenUrlPubMed
36. 1. Granberg Ellen M.

    2011. “Now My ‘Old Self’ Is Thin: Stigma Exits After Weight Loss”. Social Psychology Quarterly 74(1):29–53.

    OpenUrlAbstract/FREE Full Text
37. 1. Hamermesh Daniel S.,
    2. Biddle Jeff E.

    1994. “Beauty and the Labor Market”. American Economic Review 84(5):1174–94.

    OpenUrlWeb of Science
38. 1. Han Euna,
    2. Norton Edward C.,
    3. Stearns Sally C.

    2009. “Weight and Wages: Fat Versus Lean Paychecks”. Health Economics 18(5):535–48.

    OpenUrlCrossRefPubMedWeb of Science
39. 1. Hansen Ben B.,
    2. Bowers Jake

    . 2008. “Covariate Balance in Simple, Stratified and Clustered Comparative Studies”. Statistical Science 23(2):219–36.

    OpenUrlCrossRef
40. 1. Heckman James J.

    1976. “The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models”. Annals of Economics and Social Measurement 5(4):475–92.

    OpenUrl
41. 1. Heckman James J.

    1979. “Sample Selection Bias as a Specification Error”. Econometrica 47(1): 153–61.

    OpenUrlCrossRefWeb of Science
42. 1. Heckman James J.,
    2. Rubinstein Yona

    . 2001. “The Importance of Noncognitive Skills: Lessons from the GED Testing Program”. American Economic Review 91(2):145–49.

    OpenUrlCrossRefWeb of Science
43. 1. Heckmann Markus,
    2. Noll Susanne,
    3. Rebien Martina

    . 2013. “Stellenbesetzungen mit Hindernissen: Bestimmungsfaktoren für den Suchverlauf”. AStA Wirtschafts-und Sozial-statistisches Archiv 6(3–4):105–31.

    OpenUrl
44. 1. Hobijn Bart,
    2. Sahin Ayşegül

    . 2009. “Job-Finding and Separation Rates in the OECD”. Economics Letters 104(3):107–11.

    OpenUrlCrossRefWeb of Science
45. 1. Hollis Sally,
    2. Campbell Fiona

    . 1999. “What Is Meant by Intention to Treat Analysis? Survey of Published Randomised Controlled Trials”. British Medical Journal 319(7211): 670–74.

    OpenUrlAbstract/FREE Full Text
46. 1. Hooper Michele M.,
    2. Stellato Thomas A.,
    3. Hallowell Peter T.,
    4. Seitz Babara A.,
    5. Moskowitz Roland W.

    2007. “Musculoskeletal Findings in Obese Subjects Before and After Weight Loss Following Bariatric Surgery”. International Journal of Obesity 31(1):114–20.

    OpenUrlPubMed
47. 1. Imai Kosuke,
    2. King Gary,
    3. Stuart Elizabeth A.

    2008. “Misunderstandings Between Experimentalists and Observationalists About Causal Inference”. Journal of the Royal Statistical Sociecty, Series A (Statistics in Society) 171(2):481–502.

    OpenUrl
48. 1. Imayama Ikuyo,
    2. Alfano Catherine,
    3. Kong Angela,
    4. Foster-Schubert Karen,
    5. Bain Carolyn,
    6. Xiao Liren,
    7. Duggan Catherine,
    8. Wang Ching-Yun,
    9. Campbell Kristin,
    10. Blackburn George,
    11. McTiernan Anne

    . 2011. “Dietary Weight Loss and Exercise Interventions Effects on Quality of Life in Overweight/Obese Postmenopausal Women: A Randomized Controlled Trial”. International Journal of Behavioral Nutrition and Physical Activity 8(1):118–30.

    OpenUrl
49. 1. Jappelli Tullio,
    2. Pistaferri Luigi

    . 2010. “The Consumption Response to Income Changes”. Annual Review of Economics 2(1):479–506.

    OpenUrlCrossRefWeb of Science
50. 1. Johansson Edvard,
    2. Böckerman Petri,
    3. Kiiskinen Urpo,
    4. Heliövaara Markku

    . 2009. “Obesity and Labour Market Success in Finland: The Difference Between Having a High BMI and Being Fat”. Economics & Human Biology 7(1):36–45.

    OpenUrlPubMed
51. 1. John Leslie,
    2. Loewenstein George,
    3. Troxel Andrea,
    4. Norton Laurie,
    5. Fassbender Jennifer,
    6. Volpp Kevin

    . 2011. “Financial Incentives for Extended Weight Loss: A Randomized, Controlled Trial”. Journal of General Internal Medicine 26(6):621–26.

    OpenUrlCrossRefPubMed
52. 1. Jones Michael P.

    1996. “Indicator and Stratification Methods for Missing Explanatory Variables in Multiple Linear Regression”. Journal of the American Statistical Association 91(433):222–30.

    OpenUrlCrossRefWeb of Science
53. 1. Keane Michael P.

    2010. “Structural vs. Atheoretic Approaches to Econometrics”. Journal of Econometrics 156(1):3–20.

    OpenUrlCrossRefWeb of Science
54. 1. Kenkel Donald S.

    1995. “Should You Eat Breakfast? Estimates from Health Production Functions”. Health Economics 4(1):15–29.

    OpenUrlCrossRefPubMed
55. 1. Klesges Robert,
    2. Klem Mary,
    3. Hanson Cindy,
    4. Eck Linda,
    5. Ernst John M.,
    6. O’Laughlin Deborah,
    7. Garrott Andrea,
    8. Rife Rachel

    . 1990. “The Effects of Applicant’s Health Status and Qualifications on Simulated Hiring Decisions”. International Journal of Obesity 14(6):527–35.

    OpenUrlPubMedWeb of Science
56. 1. Latner Janet D.,
    2. Ebneter Daria S.,
    3. O’Brien Kerry S.

    2012. “Residual Obesity Stigma: An Experimental Investigation of Bias Against Obese and Lean Targets Differing in Weight-Loss History”. Obesity 20(10):2035–38.

    OpenUrlCrossRefPubMedWeb of Science
57. 1. Lawlor Debbie A.,
    2. Harbord Roger M.,
    3. Sterne Jonathan A.C.,
    4. Timpson Nic,
    5. Smith George Davey

    . 2008. “Mendelian Randomization: Using Genes as Instruments for Making Causal Inferences in Epidemiology”. Statistics in Medicine 27(8):1133–63.

    OpenUrlCrossRefPubMed
58. 1. Lawlor Debbie A.,
    2. Windmeijer Frank,
    3. Smith George Davey

    . 2008. “Is Mendelian Randomization ’Lost in Translation?’: Comments on ’Mendelian Randomization Equals Instrumental Variable Analysis with Genetic Instruments’ by Wehby et al”. Statistics in Medicine 27(15):2750–55.

    OpenUrlCrossRefPubMed
59. 1. Lee David

    . 2009. “Training, Wages, and Sample Selection: Estimating Sharp Bounds on Treatment Effects”. Review of Economic Studies 76(3):1071–102.

    OpenUrlAbstract/FREE Full Text
60. 1. Lindeboom Maarten,
    2. Lundborg Petter,
    3. Klaauw Bas van der

    . 2010. “Assessing the Impact of Obesity on Labor Market Outcomes”. Economics & Human Biology 8(3):309–19.

    OpenUrlPubMed
61. 1. Lock Kari F.

    2011. “Rerandomization to Improve Covariate Balance in Randomized Experiments.” PhD Dissertation, Harvard University.
62. 1. Lundborg Petter,
    2. Nystedt Paul,
    3. Rooth Dan-Olof

    . 2010. “No Country for Fat Men?” Obesity, Earnings, Skills, and Health Among 450,000 Swedish Men.” IZA Discussion Papers 4775. Bonn: Institute for the Study of Labor (IZA).
63. 1. Mobius Markus M.,
    2. Rosenblat Tanya S.

    2006. “Why Beauty Matters”. American Economic Review 96(1):222–35.

    OpenUrl
64. 1. Mocan Naci,
    2. Tekin Erdal

    . 2011. “Obesity, Self-Esteem and Wages.” In Economic Aspects of Obesity, ed. Grossmann Michael, Mocan Naci H., 349–80. Chicago: University of Chicago Press.
65. 1. Morris Stephen

    . 2006. “Body Mass Index and Occupational Attainment”. Journal of Health Economics 25(2):347–64.

    OpenUrlCrossRefPubMedWeb of Science
66. 1. Morris Stephen

    . 2007. “The Impact of Obesity on Employment”. Labour Economics 14(3):413–33.

    OpenUrl
67. 1. Murray Michael P.

    2006. “Avoiding Invalid Instruments and Coping with Weak Instruments”. Journal of Economic Perspectives 20(4):111–32.

    OpenUrlCrossRefWeb of Science
68. 1. Norton Edward C.,
    2. Han Euna

    . 2008. “Genetic Information, Obesity, and Labor Market Outcomes”. Health Economics 17(9):1089–104.

    OpenUrlPubMed
69. 1. O’Brien Kerry S.,
    2. Latner Janet D.,
    3. Ebneter Daria S.,
    4. Hunter Jackie A.

    2012. “Obesity Discrimination: The Role of Physical Appearance, Personal Ideology, and Anti-Fat Prejudice.” International Journal of Obesity http://dx.doi.org/10.1038/ijo.2012.52
70. 1. OECD

    . 2012. OECD.Stat. Accessed on June 8, 2012 /content/data/data-00285-en.
71. 1. Pagán José A.,
    2. Dávila Alberto

    . 1997. “Obesity, Occupational Attainment, and Earnings”. Social Science Quarterly 78(3):756–70.

    OpenUrlWeb of Science
72. 1. Prentice Andrew M.

    2006. “The Emerging Epidemic of Obesity in Developing Countries”. International Journal of Epidemiology 35(1):39–99.

    OpenUrl
73. 1. Puhl Rebecca,
    2. Brownell Kelly D.

    2001. “Bias, Discrimination, and Obesity”. Obesity Research 9(12):788–805.

    OpenUrlCrossRefPubMedWeb of Science
74. 1. Register Charles A.,
    2. Williams Donald R.

    1990. “Wage Effects of Obesity Among Young Workers”. Social Science Quarterly 71(1):130–41.

    OpenUrlWeb of Science
75. 1. Rivers Douglas,
    2. Vuong Quang H.

    1988. “Limited Information Estimators and Exogeneity Tests for Simultaneous Probit Models”. Journal of Econometrics 39(3):347–66.

    OpenUrlCrossRefWeb of Science
76. 1. Roehling Mark V.,
    2. Roehling Patricia V.,
    3. Pichler Shaun

    . 2007. “The Relationship Between Body Weight and Perceived Weight-Related Employment Discrimination: The Role of Sex and Race”. Journal of Vocational Behavior 71(2):300–18.

    OpenUrlCrossRefWeb of Science
77. 1. Rooth Dan-Olof

    . 2009. “Obesity, Attractiveness, and Differential Treatment in Hiring”. Journal of Human Resources 44(3):710–35.

    OpenUrlAbstract/FREE Full Text
78. 1. Seifert Achim,
    2. Funken-Hotzel Elke

    . 2004. “Wrongful Dismissals in the Federal Republic of Germany”. Comparative Labor Law & Policy Journal 25(4):487–517.

    OpenUrl
79. 1. Spenkuch Jörg L.

    2012. “Moral Hazard and Selection Among the Poor: Evidence from a Randomized Experiment”. Journal of Health Economics 31(1):72–85.

    OpenUrlPubMed
80. 1. Staiger Douglas,
    2. Stock James H.

    1997. “Instrumental Variables Regression with Weak Instruments”. Econometrica 65(3):557–86.

    OpenUrlCrossRefWeb of Science
81. 1. Stephens Daniel J.,
    2. Saunders John K.,
    3. Belsley Scott,
    4. Trivedi Amit,
    5. Ewing Douglas R.,
    6. Iannace Vincent,
    7. Capella Rafael F.,
    8. Wasielewski Annette,
    9. Moran Steven,
    10. Schmidt Hans J.,
    11. Ballantyne Garth H.

    2008. “Short-Term Outcomes for Super-Super Obese (BMI > or = 60 kg/m2) Patients Undergoing Weight Loss Surgery at a High-Volume Bariatric Surgery Center: Laparoscopic Adjustable Gastric Banding, Laparoscopic Gastric Bypass, and Open Tubular Gastric Bypass”. Surgery for Obesity and Related Diseases 4(3):408–15.

    OpenUrlWeb of Science
82. 1. Van Ours Jan,
    2. Ridder Geert

    . 1992. “Vacancies and the Recruitment of New Employees”. Journal of Labor Economics 10(2):138–55.

    OpenUrlCrossRefWeb of Science
83. 1. Vance Colin,
    2. Ritter Nolan

    . 2012. “The Phantom Menace of Omitted Variables -a Comment”. Conflict Management and Peace Science 29(2):233–38.

    OpenUrlAbstract/FREE Full Text
84. 1. Vidal Josep

    . 2002. “Updated Review on the Benefits of Weight Loss”. International Journal of Obesity Related Metabolic Disorders 26(Supplement 4):25–28.

    OpenUrl
85. 1. Villareal Dennis T.,
    2. Chode Suresh,
    3. Parimi Nehu,
    4. Sinacore David R.,
    5. Hilton Tiffany,
    6. Armamento-Villareal Reina,
    7. Napoli Nicola,
    8. Qualls Clifford,
    9. Shah Krupa

    . 2011. “Weight Loss, Exercise, or Both and Physical Function in Obese Older Adults”. New England Journal of Medicine 364(13):1218–29.

    OpenUrlCrossRefPubMedWeb of Science
86. 1. Wehby George L.,
    2. Ohsfeldt Robert L.,
    3. Murray Jeffrey C.

    2008. “‘Mendelian Randomization’ Equals Instrumental Variable Analysis with Genetic Instruments”. Statistics in Medicine 27(15):2745–49.

    OpenUrlCrossRefPubMedWeb of Science
87. 1. Wing Rena R.,
    2. Lang Wei,
    3. Wadden Thomas A.,
    4. Safford Monika,
    5. Knowler William C.,
    6. Bertoni Allan G.,
    7. Hill James O.,
    8. Brancati Frederick L.,
    9. Peters Anne,
    10. Wagenknecht Lynne

    . 2011. “Benefits of Modest Weight Loss in Improving Cardiovascular Risk Factors in Overweight and Obese Individuals with Type 2 Diabetes”. Diabetes Care 34(7):1481–86.

    OpenUrlAbstract/FREE Full Text
88. 1. Wooldridge Jeffrey M.

    2010. Econometric Analysis of Cross Section and Panel Data, 2nd Edition. Cambridge: The MIT Press.