IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/42220.html
   My bibliography  Save this paper

Stature and life-time labor market outcomes: Accounting for unobserved differences

Author

Listed:
  • Bockerman, Petri
  • Vainiomäki, Jari

Abstract

We use twin data matched to register-based individual information on earnings and employment to examine the effect of height on life-time labor market outcomes. The use of twin data allows us to remove otherwise unobserved ability and other differences. The twin pair difference estimates from instrumental variables estimation for genetically identical twins reveal a significant height-wage premium for women but not for men. This result implies that cognitive ability explains the effect of height on life-time earnings for men. Additional findings using capital income as the outcome variable suggest that discrimination against short persons may play a role for women.

Suggested Citation

  • Bockerman, Petri & Vainiomäki, Jari, 2012. "Stature and life-time labor market outcomes: Accounting for unobserved differences," MPRA Paper 42220, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:42220
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/42220/1/MPRA_paper_42220.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Yuriy Gorodnichenko & Enrique G. Mendoza & Linda L. Tesar, 2012. "The Finnish Great Depression: From Russia with Love," American Economic Review, American Economic Association, vol. 102(4), pages 1619-1644, June.
    2. Hyytinen, Ari & Ilmakunnas, Pekka & Toivanen, Otto, 2013. "The return-to-entrepreneurship puzzle," Labour Economics, Elsevier, vol. 20(C), pages 57-67.
    3. Maczulskij, Terhi, 2013. "Employment sector and pay gaps: Genetic and environmental influences," Labour Economics, Elsevier, vol. 23(C), pages 89-96.
    4. Tom Vogl, 2012. "Height, Skills, and Labor Market Outcomes in Mexico," NBER Working Papers 18318, National Bureau of Economic Research, Inc.
    5. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2007. "From the Cradle to the Labor Market? The Effect of Birth Weight on Adult Outcomes," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(1), pages 409-439.
    6. 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.
    7. Ridder, Geert & Moffitt, Robert, 2007. "The Econometrics of Data Combination," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 75, Elsevier.
    8. Petter Lundborg, 2013. "The health returns to schooling—what can we learn from twins?," Journal of Population Economics, Springer;European Society for Population Economics, vol. 26(2), pages 673-701, April.
    9. Miller, Paul & Mulvey, Charles & Martin, Nick, 2005. "Birth weight and schooling and earnings: estimates from a sample of twins," Economics Letters, Elsevier, vol. 86(3), pages 387-392, March.
    10. Berggren, Niclas & Jordahl, Henrik & Poutvaara, Panu, 2010. "The looks of a winner: Beauty and electoral success," Journal of Public Economics, Elsevier, vol. 94(1-2), pages 8-15, February.
    11. Wada, Roy & Tekin, Erdal, 2010. "Body composition and wages," Economics & Human Biology, Elsevier, vol. 8(2), pages 242-254, July.
    12. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    13. Lundborg, Petter & Nystedt, Paul & Rooth, Dan-Olof, 2009. "The Height Premium in Earnings: The Role of Physical Capacity and Cognitive and Non-Cognitive Skills," IZA Discussion Papers 4266, Institute of Labor Economics (IZA).
    14. Bound, John & Solon, Gary, 1999. "Double trouble: on the value of twins-based estimation of the return to schooling," Economics of Education Review, Elsevier, vol. 18(2), pages 169-182, April.
    15. 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.
    16. Case, Anne & Fertig, Angela & Paxson, Christina, 2005. "The lasting impact of childhood health and circumstance," Journal of Health Economics, Elsevier, vol. 24(2), pages 365-389, March.
    17. Sarlio-Lähteenkorva, S. & Silventoinen, K. & Lahelma, E., 2004. "Relative Weight and Income at Different Levels of Socioeconomic Status," American Journal of Public Health, American Public Health Association, vol. 94(3), pages 468-472.
    18. 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.
    19. 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.
    20. John Cawley, 2004. "The Impact of Obesity on Wages," Journal of Human Resources, University of Wisconsin Press, vol. 39(2).
    21. 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.
    22. 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.
    23. Guéguen, Nicolas, 2012. "Hair color and wages: Waitresses with blond hair have more fun," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 41(4), pages 370-372.
    24. James J. Heckman, 1998. "Detecting Discrimination," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 101-116, Spring.
    25. Francesco Cinnirella & Joachim Winter, 2009. "Size Matters! Body Height and Labor Market Discrimination: A Cross-European Analysis," CESifo Working Paper Series 2733, CESifo.
    26. 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.
    27. 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.
    28. 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.
    29. Jere R. Behrman & Mark R. Rosenzweig, 2004. "Returns to Birthweight," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 586-601, May.
    30. Webbink, Dinand & Martin, Nicholas G. & Visscher, Peter M., 2010. "Does education reduce the probability of being overweight?," Journal of Health Economics, Elsevier, vol. 29(1), pages 29-38, January.
    31. Harry A. Krashinsky, 2004. "Do Marital Status and Computer Usage Really Change the Wage Structure?," Journal of Human Resources, University of Wisconsin Press, vol. 39(3).
    32. Molly Dahl & Thomas DeLeire & Jonathan A. Schwabish, 2011. "Estimates of Year-to-Year Volatility in Earnings and in Household Incomes from Administrative, Survey, and Matched Data," Journal of Human Resources, University of Wisconsin Press, vol. 46(4), pages 750-774.
    33. Erik Lindqvist, 2012. "Height and Leadership," The Review of Economics and Statistics, MIT Press, vol. 94(4), pages 1191-1196, November.
    34. 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.
    35. 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.
    36. Hübler, Olaf, 2009. "The nonlinear link between height and wages in Germany, 1985-2004," Economics & Human Biology, Elsevier, vol. 7(2), pages 191-199, July.
    37. Böckerman, Petri & Johansson, Edvard & Kiiskinen, Urpo & Heliövaara, Markku, 2010. "The relationship between physical work and the height premium: Finnish evidence," Economics & Human Biology, Elsevier, vol. 8(3), pages 414-420, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Blog mentions

    As found by EconAcademics.org, the blog aggregator for Economics research:
    1. Height and labor market outcomes among twins
      by Economic Logician in Economic Logic on 2013-08-20 19:52:00

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Amin, Vikesh & Fletcher, Jason M., 2022. "What is driving the relationship between height and cognition? Evidence from the Twins Early Development Study," Economics & Human Biology, Elsevier, vol. 47(C).
    2. Sohn, Kitae, 2015. "The height premium in Indonesia," Economics & Human Biology, Elsevier, vol. 16(C), pages 1-15.
    3. Sandewall, Örjan & Cesarini, David & Johannesson, Magnus, 2014. "The co-twin methodology and returns to schooling — testing a critical assumption," Labour Economics, Elsevier, vol. 26(C), pages 1-10.
    4. McGovern, Mark E., 2014. "Comparing the relationship between stature and later life health in six low and middle income countries," The Journal of the Economics of Ageing, Elsevier, vol. 4(C), pages 128-148.
    5. 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.
    6. Böckerman, Petri & Bryson, Alex & Viinikainen, Jutta & Hakulinen, Christian & Pulkki-Råback, Laura & Raitakari, Olli & Pehkonen, Jaakko, 2017. "Biomarkers and long-term labour market outcomes: The case of creatine," Journal of Economic Behavior & Organization, Elsevier, vol. 142(C), pages 259-274.
    7. Thompson, Kristina & Portrait, France & Schoonmade, Linda, 2023. "The height premium: A systematic review and meta-analysis," Economics & Human Biology, Elsevier, vol. 50(C).
    8. Petri Bockerman & Alex Bryson & Christian Hakulinen & Jaakko Pehkonen & Laura Pulkki-Raback & Olli Raitakari & Jutta Viinikainen, 2014. "Biomarkers and Long-term Market Outcomes: The Case of Creatine," CEP Discussion Papers dp1279, Centre for Economic Performance, LSE.
    9. Suyong Song & Stephen S. Baek, 2019. "Shape Matters: Evidence from Machine Learning on Body Shape-Income Relationship," Papers 1906.06747, arXiv.org.
    10. Wilson, Nicholas & Janicki, Martha, 2016. "A cut above the rest? Private anthropometrics in marriage markets," Economics & Human Biology, Elsevier, vol. 23(C), pages 164-179.
    11. Lång, Elisabeth & Nystedt, Paul, 2018. "Two by two, inch by inch: Height as an indicator of environmental conditions during childhood and its influence on earnings over the life cycle among twins," Economics & Human Biology, Elsevier, vol. 28(C), pages 53-66.
    12. Mark E. McGovern & Aditi Krishna & Victor M. Aguayo & S.V. Subramanian, 2017. "A Review of the Evidence Linking Child Stunting to Economic Outcomes," CHaRMS Working Papers 17-03, Centre for HeAlth Research at the Management School (CHaRMS).
    13. Rietveld, Cornelius A. & Hessels, Jolanda & van der Zwan, Peter, 2015. "The stature of the self-employed and its relation with earnings and satisfaction," Economics & Human Biology, Elsevier, vol. 17(C), pages 59-74.
    14. 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.
    15. Böckerman, Petri & Bryson, Alex & Viinikainen, Jutta & Hakulinen, Christian & Pulkki-Råback, Laura & Raitakari, Olli & Pehkonen, Jaakko, 2017. "Biomarkers and long-term labour market outcomes: The case of creatine," Journal of Economic Behavior & Organization, Elsevier, vol. 142(C), pages 259-274.
    16. Panczak, Radoslaw & Moser, André & Held, Leonhard & Jones, Philip A. & Rühli, Frank J. & Staub, Kaspar, 2017. "A tall order: Small area mapping and modelling of adult height among Swiss male conscripts," Economics & Human Biology, Elsevier, vol. 26(C), pages 61-69.
    17. Kitae Sohn, 2016. "Height and Happiness in a Developing Country," Journal of Happiness Studies, Springer, vol. 17(1), pages 1-23, February.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Böckerman, Petri & Johansson, Edvard & Kiiskinen, Urpo & Heliövaara, Markku, 2010. "The relationship between physical work and the height premium: Finnish evidence," Economics & Human Biology, Elsevier, vol. 8(3), pages 414-420, December.
    2. Price, Gregory N., 2013. "The allometry of metabolism and stature: Worker fatigue and height in the Tanzanian labor market," Economics & Human Biology, Elsevier, vol. 11(4), pages 515-521.
    3. Tao, Hung-Lin, 2014. "Height, weight, and entry earnings of female graduates in Taiwan," Economics & Human Biology, Elsevier, vol. 13(C), pages 85-98.
    4. 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.
    5. Petter Lundborg & Carl Hampus Lyttkens & Paul Nystedt, 2016. "The Effect of Schooling on Mortality: New Evidence From 50,000 Swedish Twins," Demography, Springer;Population Association of America (PAA), vol. 53(4), pages 1135-1168, August.
    6. Lee, Wang-Sheng, 2014. "Big and Tall: Is there a Height Premium or Obesity Penalty in the Labor Market?," IZA Discussion Papers 8606, Institute of Labor Economics (IZA).
    7. Hübler, Olaf, 2009. "The nonlinear link between height and wages in Germany, 1985-2004," Economics & Human Biology, Elsevier, vol. 7(2), pages 191-199, July.
    8. 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.
    9. Böckerman, Petri & Bryson, Alex & Viinikainen, Jutta & Hakulinen, Christian & Pulkki-Råback, Laura & Raitakari, Olli & Pehkonen, Jaakko, 2017. "Biomarkers and long-term labour market outcomes: The case of creatine," Journal of Economic Behavior & Organization, Elsevier, vol. 142(C), pages 259-274.
    10. Böckerman, Petri & Johansson, Edvard & Kiiskinen, Urpo & Heliövaara, Markku, 2010. "Does physical capacity explain the height premium?," MPRA Paper 20108, University Library of Munich, Germany.
    11. Kim, Tae Hyun & Han, Euna, 2017. "Height premium for job performance," Economics & Human Biology, Elsevier, vol. 26(C), pages 13-20.
    12. Rietveld, Cornelius A. & Hessels, Jolanda & van der Zwan, Peter, 2015. "The stature of the self-employed and its relation with earnings and satisfaction," Economics & Human Biology, Elsevier, vol. 17(C), pages 59-74.
    13. Mark E. McGovern & Aditi Krishna & Victor M. Aguayo & S.V. Subramanian, 2017. "A Review of the Evidence Linking Child Stunting to Economic Outcomes," CHaRMS Working Papers 17-03, Centre for HeAlth Research at the Management School (CHaRMS).
    14. Thompson, Kristina & Portrait, France & Schoonmade, Linda, 2023. "The height premium: A systematic review and meta-analysis," Economics & Human Biology, Elsevier, vol. 50(C).
    15. Petri Bockerman & Alex Bryson & Christian Hakulinen & Jaakko Pehkonen & Laura Pulkki-Raback & Olli Raitakari & Jutta Viinikainen, 2014. "Biomarkers and Long-term Market Outcomes: The Case of Creatine," CEP Discussion Papers dp1279, Centre for Economic Performance, LSE.
    16. Lång, Elisabeth & Nystedt, Paul, 2018. "Two by two, inch by inch: Height as an indicator of environmental conditions during childhood and its influence on earnings over the life cycle among twins," Economics & Human Biology, Elsevier, vol. 28(C), pages 53-66.
    17. 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.
    18. Rashad, Inas, 2008. "Height, health, and income in the US, 1984-2005," Economics & Human Biology, Elsevier, vol. 6(1), pages 108-126, March.
    19. Wada, Roy & Tekin, Erdal, 2010. "Body composition and wages," Economics & Human Biology, Elsevier, vol. 8(2), pages 242-254, July.
    20. Mavisakalyan, Astghik, 2018. "Do employers reward physical attractiveness in transition countries?," Economics & Human Biology, Elsevier, vol. 28(C), pages 38-52.

    More about this item

    Keywords

    Height; Weight; BMI; Height premium; Earnings; Employment;
    All these keywords.

    JEL classification:

    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • I10 - Health, Education, and Welfare - - Health - - - General

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pra:mprapa:42220. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.