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The effect of weight on mental health: New evidence using genetic IVs

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  • Willage, Barton

Abstract

Average body mass index (BMI) and depression prevalence grew over the last several decades, increasing medical expenditures. There is a strong correlation between obesity and depression but limited evidence on the causal effect of weight on mental health. I use an index of genetic risk for high BMI as a source of exogenous variation in weight to provide novel evidence on the effect of weight on mental health. This is one of the first studies to use genetics as an instrument for BMI and to examine the causal relationship between weight and depression. Results are mixed; I find a meaningful and significant effect of weight on suicidal ideation but no effects on counseling and an index of depression. The effect on suicidal ideation is concentrated in white females. From respondent and interviewer opinions of respondent attractiveness, social stigma is a mechanism through which weight affects mental health for white women.

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  • Willage, Barton, 2018. "The effect of weight on mental health: New evidence using genetic IVs," Journal of Health Economics, Elsevier, vol. 57(C), pages 113-130.
    • Handle: RePEc:eee:jhecon:v:57:y:2018:i:c:p:113-130
    DOI: 10.1016/j.jhealeco.2017.11.003
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    1. 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.
    2. Gary Solon & Steven J. Haider & Jeffrey M. Wooldridge, 2015. "What Are We Weighting For?," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 301-316.
    3. Joseph Sabia & Daniel Rees, 2015. "Body weight, mental health capital, and academic achievement," Review of Economics of the Household, Springer, vol. 13(3), pages 653-684, September.
    4. John Cawley, 2007. "The Labor Market Impact of Obesity," Chapters, in: Zoltán J. Ács & Alan Lyles (ed.), Obesity, Business and Public Policy, chapter 5, Edward Elgar Publishing.
    5. Susan L. Averett, 2019. "Obesity and labor market outcomes," IZA World of Labor, Institute of Labor Economics (IZA), pages 1-32, August.
    6. Edward C. Norton & Euna Han, 2008. "Genetic information, obesity, and labor market outcomes," Health Economics, John Wiley & Sons, Ltd., vol. 17(9), pages 1089-1104, September.
    7. Petri Böckerman & John Cawley & Jutta Viinikainen & Terho Lehtimäki & Suvi Rovio & Ilkka Seppälä & Jaakko Pehkonen & Olli Raitakari, 2019. "The effect of weight on labor market outcomes: An application of genetic instrumental variables," Health Economics, John Wiley & Sons, Ltd., vol. 28(1), pages 65-77, January.
    8. 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.
    9. David M. Cutler & Edward L. Glaeser & Karen E. Norberg, 2001. "Explaining the Rise in Youth Suicide," NBER Chapters, in: Risky Behavior among Youths: An Economic Analysis, pages 219-270, National Bureau of Economic Research, Inc.
    10. repec:iza:izawol:journl:y:2014:p:32 is not listed on IDEAS
    11. Fletcher, Jason M. & Lehrer, Steven F., 2011. "Genetic lotteries within families," Journal of Health Economics, Elsevier, vol. 30(4), pages 647-659, July.
    12. von Hinke, Stephanie & Davey Smith, George & Lawlor, Debbie A. & Propper, Carol & Windmeijer, Frank, 2016. "Genetic markers as instrumental variables," Journal of Health Economics, Elsevier, vol. 45(C), pages 131-148.
    13. 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.
    14. Böckerman, Petri & Viinikainen, Jutta & Vainiomäki, Jari & Hintsanen, Mirka & Pitkänen, Niina & Lehtimäki, Terho & Pehkonen, Jaakko & Rovio, Suvi & Raitakari, Olli, 2017. "Stature and long-term labor market outcomes: Evidence using Mendelian randomization," Economics & Human Biology, Elsevier, vol. 24(C), pages 18-29.
    15. A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
    16. John Cawley, 2004. "The Impact of Obesity on Wages," Journal of Human Resources, University of Wisconsin Press, vol. 39(2).
    17. Hamermesh, Daniel S & Soss, Neal M, 1974. "An Economic Theory of Suicide," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 83-98, Jan.-Feb..
    18. Ding, Weili & Lehrer, Steven F. & Rosenquist, J.Niels & Audrain-McGovern, Janet, 2009. "The impact of poor health on academic performance: New evidence using genetic markers," Journal of Health Economics, Elsevier, vol. 28(3), pages 578-597, May.
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    5. Amin, Vikesh & Flores, Carlos A. & Flores-Lagunes, Alfonso, 2020. "The impact of BMI on mental health: Further evidence from genetic markers," Economics & Human Biology, Elsevier, vol. 38(C).
    6. Hasanzadeh, Samira & Alishahi, Modjgan, 2020. "COVID-19 Pounds: Quarantine and Weight Gain," MPRA Paper 103074, University Library of Munich, Germany.
    7. Lucas Hafner & Harald Tauchmann & Ansgar Wübker, 2021. "Does moderate weight loss affect subjective health perception in obese individuals? Evidence from field experimental data," Empirical Economics, Springer, vol. 61(4), pages 2293-2333, October.
    8. Xu, Wenyan & Zhao, Qiran & Si, Wei & Zhu, Chen, 2024. "Rich and fat? Isolating the causal effect of obesity on income among rural Chinese residents by Mendelian randomization," 2024 Annual Meeting, July 28-30, New Orleans, LA 343633, Agricultural and Applied Economics Association.
    9. Kristjana Baldursdottir & Paul McNamee & Edward C. Norton & Tinna Laufey Asgeirsdottir, 2023. "Life satisfaction and body mass index: estimating the monetary value of achieving optimal body weight," Review of Economics of the Household, Springer, vol. 21(4), pages 1215-1246, December.
    10. Alem, Yonas & Tato, Gidisa Lachisa, 2023. "Shocks and mental health: Panel data evidence from South Africa," World Development, Elsevier, vol. 168(C).
    11. Clément, Matthieu & Levasseur, Pierre & Seetahul, Suneha & Piaser, Lucie, 2021. "Does inequality have a silver lining? Municipal income inequality and obesity in Mexico," Social Science & Medicine, Elsevier, vol. 272(C).
    12. Kaixing Huang & Qianqian Hong, 2024. "The impact of global warming on obesity," Journal of Population Economics, Springer;European Society for Population Economics, vol. 37(3), pages 1-32, September.
    13. Si Wang & Qingqing Yang, 2022. "Does weight impact adolescent mental health? Evidence from China," Health Economics, John Wiley & Sons, Ltd., vol. 31(10), pages 2269-2286, October.
    14. Jun Wang & Qihui Chen & Gang Chen & Yingxiang Li & Guoshu Kong & Chen Zhu, 2020. "What is creating the height premium? New evidence from a Mendelian randomization analysis in China," PLOS ONE, Public Library of Science, vol. 15(4), pages 1-20, April.
    15. Fjolla Kondirolli & Naveen Sunder, 2022. "Mental health effects of education," Health Economics, John Wiley & Sons, Ltd., vol. 31(S2), pages 22-39, October.
    16. Sarrias, Mauricio, 2021. "A two recursive equation model to correct for endogeneity in latent class binary probit models," Journal of choice modelling, Elsevier, vol. 40(C).
    17. Alem, Yonas & Tato, Gidisa Lachisa, 2022. "Shocks and Mental Health: Panel Data Evidence from South Africa," EfD Discussion Paper 22-1, Environment for Development, University of Gothenburg.
    18. Christoph F. Kurz & Michael Laxy, 2020. "Application of Mendelian Randomization to Investigate the Association of Body Mass Index with Health Care Costs," Medical Decision Making, , vol. 40(2), pages 156-169, February.
    19. Paolo Nicola Barbieri & Hieu Nguyen, 2022. "Diabetes and Young Adults’ Labor Supply: Evidence from a Novel Instrumental Variable Strategy," Journal of Labor Research, Springer, vol. 43(1), pages 1-23, March.

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