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The Returns to Health for Peruvian Urban Adults: Differentials Across Genders, the Life Cycle and the Wage Distribution

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Author Info
Edmundo Murrugarra
Martin Valdivia

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Abstract

This report shows evidence on determinants of health status for urban adults and their effects on productivity. Accurate estimation of the effect of health on wages is always difficult to obtain due to endogeneity and measurement error of the health indicators that are available in household surveys for developing countries. The health measure used here is the number of days ill, which involves endogeneity and reporting error problems that are controlled for. The use of household sanitary infrastructure and proxies for health prices, measured by the distance to the health center and the average waiting time for attention at the district level, enabled the construction of an instrument variable estimator for the effects of health on wages. The instruments are statistically significant for all urban individuals. Schooling effects on health are positive and strong for urban males, and the positive effect of schooling on health is clearly increasing with age. The effect of health on wages is positive and robust, especially for urban males. The larger effects of an additional day sick are found among older self-employed males (-4. 3%) and those at the bottom of the hourly earnings distribution (-3. 8%), and those in the private sector (-1. 8%). These results suggest that health has a stronger impact on the wages of those jobs where productivity and health are closely connected, as in the private sector and the self-employed. The inconclusive results among females indicate the need to work on the development of a model that better expresses the way in which women fit into the labor market.

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Paper provided by Inter-American Development Bank, Research Department in its series RES Working Papers with number 3050.

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Date of creation: Mar 1999
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Handle: RePEc:idb:wpaper:3050

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Lee, Lung-Fei, 1983. "Generalized Econometric Models with Selectivity," Econometrica, Econometric Society, vol. 51(2), pages 507-12, March. [Downloadable!] (restricted)
  2. Strauss, John & Thomas, Duncan, 1995. "Human resources: Empirical modeling of household and family decisions," Handbook of Development Economics, in: Hollis Chenery† & T.N. Srinivasan (ed.), Handbook of Development Economics, edition 1, volume 3, chapter 34, pages 1883-2023 Elsevier. [Downloadable!] (restricted)
  3. Behrman, Jere R. & Deolalikar, Anil B., 1988. "Health and nutrition," Handbook of Development Economics, in: Hollis Chenery† & T.N. Srinivasan (ed.), Handbook of Development Economics, edition 1, volume 1, chapter 14, pages 631-711 Elsevier. [Downloadable!] (restricted)
  4. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
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  5. Mincer, Jacob & Polachek, Solomon, 1974. "Family Investment in Human Capital: Earnings of Women," Journal of Political Economy, University of Chicago Press, vol. 82(2), pages S76-S108, Part II, . [Downloadable!] (restricted)
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  6. Schultz, T. Paul & Tansel, Aysit, 1997. "Wage and labor supply effects of illness in Cote d'Ivoire and Ghana: instrumental variable estimates for days disabled," Journal of Development Economics, Elsevier, vol. 53(2), pages 251-286, August. [Downloadable!] (restricted)
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  7. Strauss, J. & Thomas, D., 1995. "Empirical Modeling of Household and Family Decisions," Papers 95-12, RAND - Reprint Series.
  8. Thomas, D. & Strauss, J., 1997. "Health and Wages: Evidence on Men and Women in Urban Brazil," Papers 97-05, RAND - Reprint Series.
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  9. Moulton, Brent R., 1986. "Random group effects and the precision of regression estimates," Journal of Econometrics, Elsevier, vol. 32(3), pages 385-397, August. [Downloadable!] (restricted)
  10. Schaffner, Julie Anderson, 1998. "Premiums to employment in larger establishments: evidence from Peru," Journal of Development Economics, Elsevier, vol. 55(1), pages 81-113, February. [Downloadable!] (restricted)
  11. Birdsall, Nancy, 1996. "Public spending on higher education in developing countries: Too much or too little?," Economics of Education Review, Elsevier, vol. 15(4), pages 407-419, October. [Downloadable!] (restricted)
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  13. Jacob Mincer & Solomon Polacheck, 1974. "Family Investments in Human Capital: Earnings of Women," NBER Chapters, in: Economics of the Family: Marriage, Children, and Human Capital, pages 397-431 National Bureau of Economic Research, Inc. [Downloadable!]
  14. Hausman, Jerry A., 1983. "Specification and estimation of simultaneous equation models," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 1, chapter 7, pages 391-448 Elsevier. [Downloadable!] (restricted)
  15. Powell, James L., 1984. "Least absolute deviations estimation for the censored regression model," Journal of Econometrics, Elsevier, vol. 25(3), pages 303-325, July. [Downloadable!] (restricted)
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  1. Mayer, David, 2000. "On the Role of Health in the Economic and Demographic Dynamics of Brazil, 1980-1995," Arbetsrapport 2000:4, Institute for Futures Studies. [Downloadable!]
  2. William D. Savedoff & T. Paul Schultz, 2000. "Earnings and the Elusive Dividends of Health," RES Working Papers 3108, Inter-American Development Bank, Research Department. [Downloadable!]
  3. Philippe De Vreyer & Javier Herrera & Sandrine Mesplé-Somps, 2005. "Consumption growth and spatial poverty traps: an analysis of the effect of social services and community infrastructures on living standards in rural Peru," Ibero America Institute for Econ. Research (IAI) Discussion Papers 124, Ibero-America Institute for Economic Research. [Downloadable!]
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