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What is creating the height premium? New evidence from a Mendelian randomization analysis in China

Author

Listed:
  • Jun Wang
  • Qihui Chen
  • Gang Chen
  • Yingxiang Li
  • Guoshu Kong
  • Chen Zhu

Abstract

This study uses a Mendelian randomization approach to resolve the difficulties of identifying the causal relationship between height and earnings by using a unique sample of 3,427 respondents from mainland China with sociodemographic information linked to individual genotyping data. Exploiting genetic variations to create instrumental variables for observed height, we find that while OLS regressions yield that an additional centimeter in height is associated with a 10–13% increase in one’s annual earnings, IV estimates reveal only an insubstantial causal effect of height. Further analyses suggest that the observed height premium is likely to pick up the impacts of several cognitive/noncognitive skills on earnings confounded in previous studies, such as mental health, risk preference, and personality factors. Our study is the first empirical study that employs genetic IVs in developing countries, and our results contribute to the recent debate on the mechanism of height premium.

Suggested Citation

  • 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.
  • Handle: RePEc:plo:pone00:0230555
    DOI: 10.1371/journal.pone.0230555
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    1. repec:pri:rpdevs:case_paxson_cog_function_additional.pdf is not listed on IDEAS
    2. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde, 2010. "Are Risk Aversion and Impatience Related to Cognitive Ability?," American Economic Review, American Economic Association, vol. 100(3), pages 1238-1260, June.
    3. Wenshu Gao & Russell Smyth, 2010. "Health Human Capital, Height and Wages in China," Journal of Development Studies, Taylor & Francis Journals, vol. 46(3), pages 466-484.
    4. Haddad, Lawrence J & Bouis, Howarth E, 1991. "The Impact of Nutritional Status on Agricultural Productivity: Wage Evidence from the Philippines," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 53(1), pages 45-68, February.
    5. Böckerman, Petri & Vainiomäki, Jari, 2013. "Stature and life-time labor market outcomes: Accounting for unobserved differences," Labour Economics, Elsevier, vol. 24(C), pages 86-96.
    6. Tim Kautz & James J. Heckman & Ron Diris & Bas ter Weel & Lex Borghans, 2014. "Fostering and Measuring Skills: Improving Cognitive and Non-cognitive Skills to Promote Lifetime Success," OECD Education Working Papers 110, OECD Publishing.
    7. Heineck, Guido, 2009. "Too tall to be smart? The relationship between height and cognitive abilities," Economics Letters, Elsevier, vol. 105(1), pages 78-80, October.
    8. Anne Case & Christina Paxson, 2008. "Height, Health, and Cognitive Function at Older Ages," American Economic Review, American Economic Association, vol. 98(2), pages 463-467, May.
    9. Yamamura, Eiji & Smyth, Russell & Zhang, Yan, 2015. "Decomposing the effect of height on income in China: The role of market and political channels," Economics & Human Biology, Elsevier, vol. 19(C), pages 62-74.
    10. James J. Heckman & Jora Stixrud & Sergio Urzua, 2006. "The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 411-482, July.
    11. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    12. Dinda, Soumyananda & Gangopadhyay, P.K. & Chattopadhyay, B.P. & Saiyed, H.N. & Pal, M. & Bharati, P., 2006. "Height, weight and earnings among coalminers in India," Economics & Human Biology, Elsevier, vol. 4(3), pages 342-350, December.
    13. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, March.
    14. Nicholas R. Lardy, 2014. "Markets over Mao: The Rise of Private Business in China," Peterson Institute Press: All Books, Peterson Institute for International Economics, number 6932, October.
    15. Nicola Persico & Andrew Postlewaite & Dan Silverman, 2004. "The Effect of Adolescent Experience on Labor Market Outcomes: The Case of Height," Journal of Political Economy, University of Chicago Press, vol. 112(5), pages 1019-1053, October.
    16. 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.
    17. 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.
    18. James J. Heckman, 1998. "Detecting Discrimination," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 101-116, Spring.
    19. LaFave, Daniel & Thomas, Duncan, 2017. "Height and cognition at work: Labor market productivity in a low income setting," Economics & Human Biology, Elsevier, vol. 25(C), pages 52-64.
    20. Francesco Cinnirella & Joachim Winter, 2009. "Size Matters! Body Height and Labor Market Discrimination: A Cross-European Analysis," CESifo Working Paper Series 2733, CESifo.
    21. T. Paul Schultz, 2002. "Wage Gains Associated with Height as a Form of Health Human Capital," American Economic Review, American Economic Association, vol. 92(2), pages 349-353, May.
    22. repec:pri:rpdevs:case_paxson_cog_function_additional is not listed on IDEAS
    23. repec:pri:rpdevs:case_paxson_height_health_and_cognitive_function.pdf is not listed on IDEAS
    24. Macintyre, Sally & West, Patrick, 1991. "Lack of class variation in health in adolescence: An artefact of an occupational measure of social class?," Social Science & Medicine, Elsevier, vol. 32(4), pages 395-402, January.
    25. Armin Falk & Anke Becker & Thomas Dohmen & Benjamin Enke & David B. Huffman & Uwe Sunde, 2017. "Global Evidence on Economic Preferences," NBER Working Papers 23943, National Bureau of Economic Research, Inc.
    26. Armin Falk & Anke Becker & Thomas Dohmen & Benjamin Enke & David Huffman & Uwe Sunde, 2018. "Global Evidence on Economic Preferences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(4), pages 1645-1692.
    27. repec:pri:cheawb:case_paxson_height_health_and_cognitive_function is not listed on IDEAS
    28. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    29. repec:pri:rpdevs:case_paxson_height_health_and_cognitive_function is not listed on IDEAS
    30. 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 15 Mar 2004.
    31. 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.
    32. Sohn, Kitae, 2015. "The height premium in Indonesia," Economics & Human Biology, Elsevier, vol. 16(C), pages 1-15.
    33. von Hinke Kessler Scholder, Stephanie & Davey Smith, George & Lawlor, Debbie A. & Propper, Carol & Windmeijer, Frank, 2013. "Child height, health and human capital: Evidence using genetic markers," European Economic Review, Elsevier, vol. 57(C), pages 1-22.
    34. 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.
    35. Vogl, Tom S., 2014. "Height, skills, and labor market outcomes in Mexico," Journal of Development Economics, Elsevier, vol. 107(C), pages 84-96.
    36. Neal, Derek A & Johnson, William R, 1996. "The Role of Premarket Factors in Black-White Wage Differences," Journal of Political Economy, University of Chicago Press, vol. 104(5), pages 869-895, October.
    37. Michael Kortt & Andrew Leigh, 2010. "Does Size Matter in Australia?," The Economic Record, The Economic Society of Australia, vol. 86(272), pages 71-83, March.
    38. 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.
    39. Groves, Theodore & Yongmiao Hong & John McMillan & Barry Naughton, 1995. "China's Evolving Managerial Labor Market," Journal of Political Economy, University of Chicago Press, vol. 103(4), pages 873-892, August.
    40. L. Duncan & H. Shen & B. Gelaye & J. Meijsen & K. Ressler & M. Feldman & R. Peterson & B. Domingue, 2019. "Analysis of polygenic risk score usage and performance in diverse human populations," Nature Communications, Nature, vol. 10(1), pages 1-9, December.
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