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Children’s health opportunities and project evaluation: Mexico’s Oportunidades program

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  • VAN DE GAER, Dirk

    (SHERPPA, F.E.B., Ghent University, B-9000 Gent, Belgium and Université catholique de Louvain, CORE, B-1348 Louvain-la-Neuve, Belgium)

  • VANDENBOSSCHE, Joost

    (SHERPPA, F.E.B., Ghent University, B-9000 Gent, Belgium)

  • FIGUEROA, José Luis

    (SHERPPA, F.E.B., Ghent University, B-9000 Gent and CES, KULeuven, B-3000 Leuven, Belgium)

Abstract

We propose a methodology to evaluate social projects from an (equality of) opportunity perspective by looking at their effect on (parts of) the distribution of outcomes conditional on morally irrelevant characteristics, taken here to be parental education level and indigenous background. The methodology is applied to evaluate the effects on children's health outcomes of Mexico's Oportunidades program, one of the world's largest conditional cash transfer programs for poor households. The evidence shows that the gains in health opportunities for children from indigenous background are substantial and situated in crucial parts of the distribution, while the gains for children from non-indigenous backgrounds are more limited.

Suggested Citation

  • VAN DE GAER, Dirk & VANDENBOSSCHE, Joost & FIGUEROA, José Luis, 2012. "Children’s health opportunities and project evaluation: Mexico’s Oportunidades program," LIDAM Discussion Papers CORE 2012015, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
  • Handle: RePEc:cor:louvco:2012015
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    as
    1. Fleurbaey,Marc & Maniquet,François, 2011. "A Theory of Fairness and Social Welfare," Cambridge Books, Cambridge University Press, number 9780521715348, October.
    2. 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.
    3. X. Ramos & D. Van De Gaer, 2012. "Empirical Approaches to Inequality of Opportunity: Principles, Measures, and Evidence," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 12/792, Ghent University, Faculty of Economics and Business Administration.
    4. Bossert W., 1996. "Redistribution mechanisms based on individual characteristics," Mathematical Social Sciences, Elsevier, vol. 31(1), pages 51-51, February.
    5. 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.
    6. 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.
    7. Saavedra-Chanduví, Jaime & Molinas, José R. & De Barros, Ricardo Paes & Ferreira, Francisco H. G., 2009. "Measuring Inequality of Opportunities in Latin America and the Caribbean," IDB Publications (Books), Inter-American Development Bank, number 361, November.
    8. Cawley, John & Spiess, C. Katharina, 2008. "Obesity and skill attainment in early childhood," Economics & Human Biology, Elsevier, vol. 6(3), pages 388-397, December.
    9. Vito Peragine & Laura Serlenga, 2008. "Higher education and equality of opportunity in Italy," Research on Economic Inequality, in: Inequality and Opportunity: Papers from the Second ECINEQ Society Meeting, pages 67-97, Emerald Group Publishing Limited.
    10. Russell Davidson & Jean-Yves Duclos, 2013. "Testing for Restricted Stochastic Dominance," Econometric Reviews, Taylor & Francis Journals, vol. 32(1), pages 84-125, January.
    11. Francisco H. G. Ferreira & Jérémie Gignoux, 2011. "The Measurement Of Inequality Of Opportunity: Theory And An Application To Latin America," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 57(4), pages 622-657, December.
    12. Sonalde Desai & Soumya Alva, 1998. "Maternal education and child health: Is there a strong causal relationship?," Demography, Springer;Population Association of America (PAA), vol. 35(1), pages 71-81, February.
    13. Alain Trannoy & Sandy Tubeuf & Florence Jusot & Marion Devaux, 2010. "Inequality of opportunities in health in France: a first pass," Health Economics, John Wiley & Sons, Ltd., vol. 19(8), pages 921-938, August.
    14. Jere R. Behrman & John Hoddinott, 2005. "Programme Evaluation with Unobserved Heterogeneity and Selective Implementation: The Mexican PROGRESA Impact on Child Nutrition," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(4), pages 547-569, August.
    15. Lefranc, Arnaud & Pistolesi, Nicolas & Trannoy, Alain, 2009. "Equality of opportunity and luck: Definitions and testable conditions, with an application to income in France," Journal of Public Economics, Elsevier, vol. 93(11-12), pages 1189-1207, December.
    16. repec:dau:papers:123456789/1552 is not listed on IDEAS
    17. Aslam, Monazza & Kingdon, Geeta Gandhi, 2012. "Parental Education and Child Health—Understanding the Pathways of Impact in Pakistan," World Development, Elsevier, vol. 40(10), pages 2014-2032.
    18. Foster, James & Greer, Joel & Thorbecke, Erik, 1984. "A Class of Decomposable Poverty Measures," Econometrica, Econometric Society, vol. 52(3), pages 761-766, May.
    19. Duranton, Gilles & Martin, Philippe & Mayer, Thierry & Mayneris, Florian, 2010. "The Economics of Clusters: Lessons from the French Experience," OUP Catalogue, Oxford University Press, number 9780199592203.
    20. Wen-Hao Chen & Jean-Yves Duclos, 2011. "Testing for poverty dominance: an application to Canada," Canadian Journal of Economics, Canadian Economics Association, vol. 44(3), pages 781-803, August.
    21. James J. Heckman & Jeffrey Smith & Nancy Clements, 1997. "Making The Most Out Of Programme Evaluations and Social Experiments: Accounting For Heterogeneity in Programme Impacts," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 487-535.
    22. Backstrand, Jeffrey R. & Allen, Lindsay H. & Pelto, Gretel H. & Chávez, Adolfo, 1997. "Examining the gender gap in nutrition: An example from rural Mexico," Social Science & Medicine, Elsevier, vol. 44(11), pages 1751-1759, June.
    23. Russell Davidson, 2009. "Testing for Restricted Stochastic Dominance: Some Further Results," Review of Economic Analysis, Digital Initiatives at the University of Waterloo Library, vol. 1(1), pages 34-59, September.
    24. repec:ebl:ecbull:v:30:y:2010:i:1:p:365-373 is not listed on IDEAS
    25. Naschold, Felix & Barrett, Christopher B., 2010. "A stochastic dominance approach to program evaluation with an application to child nutritional status in arid and semi-arid Kenya," 2010 Annual Meeting, July 25-27, 2010, Denver, Colorado 62013, Agricultural and Applied Economics Association.
    26. Francisco H.G. Ferreira & Jérémie Gignoux, 2011. "The Measurement of Inequality of Inequality of Opportunity: Theory and an Application to Latin America," Post-Print halshs-00754503, HAL.
    27. Pedro Rosa Dias, 2009. "Inequality of opportunity in health: evidence from a UK cohort study," Health Economics, John Wiley & Sons, Ltd., vol. 18(9), pages 1057-1074, September.
    28. Paul Schultz, T., 2004. "School subsidies for the poor: evaluating the Mexican Progresa poverty program," Journal of Development Economics, Elsevier, vol. 74(1), pages 199-250, June.
    29. François Bourguignon & Francisco H. G. Ferreira & Marta Menéndez, 2007. "Inequality Of Opportunity In Brazil," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 53(4), pages 585-618, December.
    30. Behrman, Jere R & Sengupta, Piyali & Todd, Petra, 2005. "Progressing through PROGRESA: An Impact Assessment of a School Subsidy Experiment in Rural Mexico," Economic Development and Cultural Change, University of Chicago Press, vol. 54(1), pages 237-275, October.
    31. Arnaud Lefranc & Nicolas Pistolesi & Alain Trannoy, 2008. "Inequality Of Opportunities Vs. Inequality Of Outcomes: Are Western Societies All Alike?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 54(4), pages 513-546, December.
    32. Ricardo Paes de Barros & Francisco H.G. Ferreira & Jose R. Molinas Vega & Jaime Saavedra Chanduvi, 2009. "Measuring Inequality of Opportunities in Latin America and the Caribbean," World Bank Publications, The World Bank, number 2580, September.
    33. Andreas Schick & Richard H. Steckel, 2010. "Height as a Proxy for Cognitive and Non-Cognitive Ability," NBER Working Papers 16570, National Bureau of Economic Research, Inc.
    34. Paolo Verme, 2010. "Stochastic Dominance, Poverty and the Treatment Effect Curve," Economics Bulletin, AccessEcon, vol. 30(1), pages 365-373.
    35. Paul Gertler, 2004. "Do Conditional Cash Transfers Improve Child Health? Evidence from PROGRESA's Control Randomized Experiment," American Economic Review, American Economic Association, vol. 94(2), pages 336-341, May.
    36. Ariel Fiszbein & Norbert Schady & Francisco H.G. Ferreira & Margaret Grosh & Niall Keleher & Pedro Olinto & Emmanuel Skoufias, 2009. "Conditional Cash Transfers : Reducing Present and Future Poverty," World Bank Publications - Books, The World Bank Group, number 2597.
    37. Jere R. Behrman & Susan W. Parker & Petra E. Todd, 2009. "Schooling Impacts of Conditional Cash Transfers on Young Children: Evidence from Mexico," Economic Development and Cultural Change, University of Chicago Press, vol. 57(3), pages 439-477, April.
    38. repec:idb:brikps:60098 is not listed on IDEAS
    39. Aslam, Monazza & Kingdon, Geeta Gandhi, 2012. "Parental Education and Child Health—Understanding the Pathways of Impact in Pakistan," World Development, Elsevier, vol. 40(10), pages 2014-2032.
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    Cited by:

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    2. Paolo Brunori & Alain Trannoy & Caterina Francesca Guidi, 2021. "Ranking populations in terms of inequality of health opportunity: A flexible latent type approach," Health Economics, John Wiley & Sons, Ltd., vol. 30(2), pages 358-383, February.
    3. Figueroa, José Luis, 2014. "Distributional effects of Oportunidades on early child development," Social Science & Medicine, Elsevier, vol. 113(C), pages 42-49.
    4. Morabito, Christian & Van de gaer, Dirk & Figueroa, José Luis & Vandenbroeck, Michel, 2018. "Effects of high versus low-quality preschool education: A longitudinal study in Mauritius," Economics of Education Review, Elsevier, vol. 65(C), pages 126-137.
    5. DECANCQ Koen & OLIVERA Javier & SCHOKKAERT Erik, 2018. "Program evaluation and ethnic differences: the Pension 65 program in Peru," LISER Working Paper Series 2018-21, Luxembourg Institute of Socio-Economic Research (LISER).
    6. Pinar, Mehmet & Stengos, Thanasis & Topaloglou, Nikolas, 2020. "On the construction of a feasible range of multidimensional poverty under benchmark weight uncertainty," European Journal of Operational Research, Elsevier, vol. 281(2), pages 415-427.
    7. Andrew Jones & John Roemer & Pedro Rosa Dias, 2014. "Equalising opportunities in health through educational policy," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 43(3), pages 521-545, October.
    8. Mehmet Pinar & Thanasis Stengos & Nikolas Topaloglou, 2022. "Stochastic dominance spanning and augmenting the human development index with institutional quality," Annals of Operations Research, Springer, vol. 315(1), pages 341-369, August.
    9. Felix Naschold & Christopher B. Barrett, 2020. "A stochastic dominance approach to program evaluation with an application to child nutritional status in Kenya," Agricultural Economics, International Association of Agricultural Economists, vol. 51(6), pages 871-886, November.
    10. Bauchet, Jonathan & Undurraga, Eduardo A. & Reyes-García, Victoria & Behrman, Jere R. & Godoy, Ricardo A., 2018. "Conditional cash transfers for primary education: Which children are left out?," World Development, Elsevier, vol. 105(C), pages 1-12.
    11. Nagano, Hitoshi & Puppim de Oliveira, Jose A. & Barros, Allan Kardec & Costa Junior, Altair da Silva, 2020. "The ‘Heart Kuznets Curve’? Understanding the relations between economic development and cardiac conditions," World Development, Elsevier, vol. 132(C).

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    More about this item

    Keywords

    project evaluation; opportunities; Oportunidades program;
    All these keywords.

    JEL classification:

    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • I38 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Government Programs; Provision and Effects of Welfare Programs
    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement

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