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Brains versus Brawn: Labor Market Returns to Intellectual and Health Human Capital in a Poor Developing Country

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  • Jere R. Behrman
  • John Hoddinott
  • John A. Maluccio
  • Reynaldo Martorell

Abstract

Previous studies report that adult height has significant associations with wages even controlling for schooling. But schooling and height are imperfect measures of adult cognitive skills (“brains”) and strength (“brawn”); further they are not exogenous. Analysis of rich Guatemalan longitudinal data over 35 years finds that proximate determinants—adult reading comprehension skills and fat-free body mass—have significantly positive associations with wages, but only brains, and not brawn, is significant when both human capital measures are treated as endogenous. Even in a poor developing economy in which strength plausibly has rewards, labor market returns are increased by brains, not brawn.

Suggested Citation

  • Jere R. Behrman & John Hoddinott & John A. Maluccio & Reynaldo Martorell, 2009. "Brains versus Brawn: Labor Market Returns to Intellectual and Health Human Capital in a Poor Developing Country," Middlebury College Working Paper Series 0907, Middlebury College, Department of Economics.
    • Handle: RePEc:mdl:mdlpap:0907
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    1. Harold Alderman & John Hoddinott & Bill Kinsey, 2006. "Long term consequences of early childhood malnutrition," Oxford Economic Papers, Oxford University Press, vol. 58(3), pages 450-474, July.
    2. Rosenzweig, Mark R. & Paul Schultz, T., 1987. "Fertility and investments in human capital : Estimates of the consequence of imperfect fertility control in Malaysia," Journal of Econometrics, Elsevier, vol. 36(1-2), pages 163-184.
    3. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    4. Esther Duflo, 2001. "Schooling and Labor Market Consequences of School Construction in Indonesia: Evidence from an Unusual Policy Experiment," American Economic Review, American Economic Association, vol. 91(4), pages 795-813, September.
    5. Thomas, Duncan & Strauss, John, 1997. "Health and wages: Evidence on men and women in urban Brazil," Journal of Econometrics, Elsevier, vol. 77(1), pages 159-185, March.
    6. Paul Schultz, T., 2003. "Wage rentals for reproducible human capital: evidence from Ghana and the Ivory Coast," Economics & Human Biology, Elsevier, vol. 1(3), pages 331-366, December.
    7. Glewwe, Paul & Jocoby, Hanan & King, Elizabeth M., 1999. "Early childhood nutrition and academic achievement," FCND discussion papers 68, International Food Policy Research Institute (IFPRI).
    8. Christopher F Baum & Mark E Schaffer & Steven Stillman, 2002. "IVREG2: Stata module for extended instrumental variables/2SLS and GMM estimation," Statistical Software Components S425401, Boston College Department of Economics, revised 30 Jul 2023.
    9. Jere R. Behrman & Mark R. Rosenzweig, 2002. "Does Increasing Women's Schooling Raise the Schooling of the Next Generation?," American Economic Review, American Economic Association, vol. 92(1), pages 323-334, March.
    10. 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.
    11. George Psacharopoulos & Harry Anthony Patrinos, 2004. "Returns to investment in education: a further update," Education Economics, Taylor & Francis Journals, vol. 12(2), pages 111-134.
    12. Andrews,Donald W. K. & Stock,James H. (ed.), 2005. "Identification and Inference for Econometric Models," Cambridge Books, Cambridge University Press, number 9780521844413.
    13. Behrman, Jere R & Rosenzweig, Mark R & Taubman, Paul, 1996. "College Choice and Wages: Estimates Using Data on Female Twins," The Review of Economics and Statistics, MIT Press, vol. 78(4), pages 672-685, November.
    14. Paúl Melgar & Luis Fernando Ramírez & Scott McNiven & Rosa Mery Mejía & Ann DiGirolamo & John Hoddinott & John A. Maluccio, 2008. "Resource Flows Among Three Generations in Guatemala Study (2007–08): Definitions, tracking, data collection, coverage, and attrition," Middlebury College Working Paper Series 0803, Middlebury College, Department of Economics.
    15. Strauss, John, 1986. "Does Better Nutrition Raise Farm Productivity?," Journal of Political Economy, University of Chicago Press, vol. 94(2), pages 297-320, April.
    16. Behrman, Jere R. & Foster, Andrew D. & Rosenzweig, Mark R., 1997. "The dynamics of agricultural production and the calorie-income relationship: Evidence from Pakistan," Journal of Econometrics, Elsevier, vol. 77(1), pages 187-207, March.
    17. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    18. Eric A. Hanushek & Ludger Woessmann, 2008. "The Role of Cognitive Skills in Economic Development," Journal of Economic Literature, American Economic Association, vol. 46(3), pages 607-668, September.
    19. Jere R. Behrman & John Hoddinott & John A. Maluccio, & Erica Soler-Hampejsek & Emily L. Behrman & Reynaldo Martorell & Manuel Ramirez-Zea & Aryeh D. Stein, 2006. "What Determines Adult Cognitive Skills? Impacts of Pre-Schooling, Schooling and Post-Schooling Experiences in Guatemala," PIER Working Paper Archive 06-027, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    20. 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).
    21. Boissiere, M & Knight, J B & Sabot, R H, 1985. "Earnings, Schooling, Ability, and Cognitive Skills," American Economic Review, American Economic Association, vol. 75(5), pages 1016-1030, December.
    22. Schultz, T. Paul, 1997. "Assessing the productive benefits of nutrition and health: An integrated human capital approach," Journal of Econometrics, Elsevier, vol. 77(1), pages 141-158, March.
    23. T. Paul Schultz & John A. Strauss (ed.), 2008. "Handbook of Development Economics," Handbook of Development Economics, Elsevier, edition 1, volume 4, number 5.
    24. 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.
    25. Pitt, Mark M. & Rosenzweig, Mark R., 1989. "The Selectivity of Fertility and the Determinants of Human Capital Investments: Parametric and Semi-Parametric Estimates," Bulletins 7511, University of Minnesota, Economic Development Center.
    26. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    27. Rosenzweig, Mark R & Schultz, T Paul, 1985. "The Demand for and Supply of Births: Fertility and Its Life Cycle Consequences," American Economic Review, American Economic Association, vol. 75(5), pages 992-1015, December.
    28. Murnane, Richard J & Willett, John B & Levy, Frank, 1995. "The Growing Importance of Cognitive Skills in Wage Determination," The Review of Economics and Statistics, MIT Press, vol. 77(2), pages 251-266, May.
    29. Sahn, David E. & Alderman, Harold, 1988. "The effects of human capital on wages, and the determinants of labor supply in a developing country," Journal of Development Economics, Elsevier, vol. 29(2), pages 157-183, September.
    30. Card, David, 1999. "The causal effect of education on earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 30, pages 1801-1863, Elsevier.
    31. Pitt, Mark M & Rosenzweig, Mark R & Hassan, Md Nazmul, 1990. "Productivity, Health, and Inequality in the Intrahousehold Distribution of Food in Low-Income Countries," American Economic Review, American Economic Association, vol. 80(5), pages 1139-1156, December.
    32. Glewwe, Paul, 1996. "The relevance of standard estimates of rates of return to schooling for education policy: A critical assessment," Journal of Development Economics, Elsevier, vol. 51(2), pages 267-290, December.
    33. Immink, Maarten D. C. & Viteri, Fernando E., 1981. "Energy intake and productivity of Guatemalan sugarcane cutters : An empirical test of the efficiency wage hypothesis part I," Journal of Development Economics, Elsevier, vol. 9(2), pages 251-271, October.
    34. Rosenzweig, Mark R & Wolpin, Kenneth I, 1995. "Sisters, Siblings, and Mothers: The Effect of Teen-Age Childbearing on Birth Outcomes in a Dynamic Family Context," Econometrica, Econometric Society, vol. 63(2), pages 303-326, March.
    35. Jere R. Behrman & Mark R. Rosenzweig, 2005. "Does Increasing Women's Schooling Raise the Schooling of the Next Generation? Reply," American Economic Review, American Economic Association, vol. 95(5), pages 1745-1751, December.
    36. 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.
    37. Deolalikar, Anil B, 1988. "Nutrition and Labor Productivity in Agriculture: Estimates for Rural South India," The Review of Economics and Statistics, MIT Press, vol. 70(3), pages 406-413, August.
    38. Harold Alderman & Jere Behrman & Hans-Peter Kohler & John A. Maluccio & Susan Watkins, 2001. "Attrition in Longitudinal Household Survey Data," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 5(4), pages 79-124.
    39. Immink, Maarten D. C. & Viteri, Fernando E., 1981. "Energy intake and productivity of Guatemalan sugarcane cutters : An empirical test of the efficiency wage hypothesis part II," Journal of Development Economics, Elsevier, vol. 9(2), pages 273-287, October.
    40. 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.
    41. Joshua D. Angrist & Victor Lavy, 2002. "The Effect of High School Matriculation Awards: Evidence from Randomized Trials," NBER Working Papers 9389, National Bureau of Economic Research, Inc.
    42. Kleibergen, Frank, 2007. "Generalizing weak instrument robust IV statistics towards multiple parameters, unrestricted covariance matrices and identification statistics," Journal of Econometrics, Elsevier, vol. 139(1), pages 181-216, July.
    43. John A. Maluccio, & John Hoddinott & Jere R. Behrman & Reynaldo Martorell & Agnes R. Quisumbing & Aryeh D. Stein, 2003. "The Impact of Nutrition during Early Childhood on Education among Guatemalan Adults," PIER Working Paper Archive 06-026, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 01 Aug 2006.
    44. Steckel, Richard H., 2009. "Heights and human welfare: Recent developments and new directions," Explorations in Economic History, Elsevier, vol. 46(1), pages 1-23, January.
    45. Jeffrey M. Wooldridge, 2003. "Cluster-Sample Methods in Applied Econometrics," American Economic Review, American Economic Association, vol. 93(2), pages 133-138, May.
    46. 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.
    47. Alderman, Harold, et al, 1996. "The Returns to Endogenous Human Capital in Pakistan's Rural Wage Labour Market," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 58(1), pages 29-55, February.
    48. Behrman, Jere R. & Rosenzweig, Mark R., 1999. ""Ability" biases in schooling returns and twins: a test and new estimates," Economics of Education Review, Elsevier, vol. 18(2), pages 159-167, April.
    49. Ashenfelter, Orley & Krueger, Alan B, 1994. "Estimates of the Economic Returns to Schooling from a New Sample of Twins," American Economic Review, American Economic Association, vol. 84(5), pages 1157-1173, December.
    50. Strauss, John & Thomas, Duncan, 2008. "Health over the Life Course," Handbook of Development Economics, in: T. Paul Schultz & John A. Strauss (ed.), Handbook of Development Economics, edition 1, volume 4, chapter 54, pages 3375-3474, Elsevier.
    51. Behrman, Jere R & Rosenzweig, Mark R & Taubman, Paul, 1994. "Endowments and the Allocation of Schooling in the Family and in the Marriage Market: The Twins Experiment," Journal of Political Economy, University of Chicago Press, vol. 102(6), pages 1131-1174, December.
    52. Behrman, Jere R. & Ross, David & Sabot, Richard, 2008. "Improving quality versus increasing the quantity of schooling: Estimates of rates of return from rural Pakistan," Journal of Development Economics, Elsevier, vol. 85(1-2), pages 94-104, February.
    53. Behrman, Jere R & Birdsall, Nancy, 1983. "The Quality of Schooling: Quantity Alone is Misleading," American Economic Review, American Economic Association, vol. 73(5), pages 928-946, December.
    54. Mark M. Pitt, 1997. "Estimating the Determinants of Child Health When Fertility and Mortality Are Selective," Journal of Human Resources, University of Wisconsin Press, vol. 32(1), pages 129-158.
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    Cited by:

    1. Olivier Bargain & Jinan Zeidan, 2017. "Stature, Skills and Adult Life Outcomes: Evidence from Indonesia," Journal of Development Studies, Taylor & Francis Journals, vol. 53(6), pages 873-890, June.
    2. Ma. Cecilia Calderón & John Hoddinott, 2011. "The Inter-Generational Transmission of Cognitive Abilities in Guatemala," Research Department Publications 4722, Inter-American Development Bank, Research Department.
    3. Mark M. Pitt & Mark R. Rosenzweig & Mohammad Nazmul Hassan, 2012. "Human Capital Investment and the Gender Division of Labor in a Brawn-Based Economy," American Economic Review, American Economic Association, vol. 102(7), pages 3531-3560, December.
    4. Janet Currie & Tom Vogl, 2013. "Early-Life Health and Adult Circumstance in Developing Countries," Annual Review of Economics, Annual Reviews, vol. 5(1), pages 1-36, May.
    5. Tom Vogl, 2012. "Height, Skills, and Labor Market Outcomes in Mexico," NBER Working Papers 18318, National Bureau of Economic Research, Inc.
    6. Hoddinott, John & Maluccio, John & Behrman, Jere R. & Martorell, Reynaldo & Melgar, Paul & Quisumbing, Agnes R. & Ramirez-Zea, Manuel & Stein, Aryeh D. & Yount, Kathryn M., 2011. "The consequences of early childhood growth failure over the life course:," IFPRI discussion papers 1073, International Food Policy Research Institute (IFPRI).
    7. Gansey, Romeo J., 2020. "Role of malaria control in improving child health in mainland Tanzania: Evidence from a rapid policy scale-up," World Development, Elsevier, vol. 125(C).
    8. Elisabetta De Cao, 2010. "The Height Production Function from Birth to Early Adulthood," CEIS Research Paper 165, Tor Vergata University, CEIS, revised 28 May 2010.
    9. Vogl, Tom S., 2014. "Height, skills, and labor market outcomes in Mexico," Journal of Development Economics, Elsevier, vol. 107(C), pages 84-96.
    10. repec:pri:rpdevs:currie_vogl_ar is not listed on IDEAS
    11. Mark M. Pitt & Mark Rosenzweig & Nazmul Hassan, 2010. "Human Capital Investment and the Gender Division of Labor," Working Papers 989, Economic Growth Center, Yale University.
    12. Bilal Muhammad Khan & Muhammad Farhan Majid, 2020. "A note on the gender reservation wage gap in developing countries," Scottish Journal of Political Economy, Scottish Economic Society, vol. 67(5), pages 462-468, November.
    13. Hoffmann, Vivian, 2009. "What You Don’t Know Can Hurt You: Micronutrient Content and Fungal Contamination of Foods in Developing Countries," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 38(2), pages 1-9, October.

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