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Household Responses to cash Transfers

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  • Denni Tommasi

Abstract

This paper estimates a collective model of the household and investigates how parents reach decisions to allocate household resources. Using data from PROGRESA, we test the restrictions of collective rationality on a large variety of specifications and show that, contrary to previous results, this modeling approach cannot rationalize the household decision process. We provide some evidence that the observed inefficiency is driven by the group receiving the cash transfers. These results are consistent with the idea that a possible indirect effect of CCT programs may be to enhance disagreements between the spouses which trigger an inefficient allocation of their resources.

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  • Denni Tommasi, 2016. "Household Responses to cash Transfers," Working Papers ECARES ECARES 2016-20, ULB -- Universite Libre de Bruxelles.
    • Handle: RePEc:eca:wpaper:2013/229749
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    1. Blundell, Richard & Robin, Jean Marc, 1999. "Estimation in Large and Disaggregated Demand Systems: An Estimator for Conditionally Linear Systems," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(3), pages 209-232, May-June.
    2. Stefan Dercon & Pramila Krishnan, 2000. "In Sickness and in Health: Risk Sharing within Households in Rural Ethiopia," Journal of Political Economy, University of Chicago Press, vol. 108(4), pages 688-727, August.
    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. Attanasio, Orazio & Di Maro, Vincenzo & Lechene, Valérie & Phillips, David, 2013. "Welfare consequences of food prices increases: Evidence from rural Mexico," Journal of Development Economics, Elsevier, vol. 104(C), pages 136-151.
    5. M. Browning & P. A. Chiappori, 1998. "Efficient Intra-Household Allocations: A General Characterization and Empirical Tests," Econometrica, Econometric Society, vol. 66(6), pages 1241-1278, November.
    6. P.-A. Chiappori & I. Ekeland, 2009. "The Microeconomics of Efficient Group Behavior: Identification," Econometrica, Econometric Society, vol. 77(3), pages 763-799, May.
    7. Aura, Saku, 2005. "Does the balance of power within a family matter? The case of the Retirement Equity Act," Journal of Public Economics, Elsevier, vol. 89(9-10), pages 1699-1717, September.
    8. Pashardes, Panos, 1993. "Bias in Estimating the Almost Ideal Demand System with the Stone Index Approximation," Economic Journal, Royal Economic Society, vol. 103(419), pages 908-915, July.
    9. LaFave, Daniel & Thomas, Duncan, 2017. "Extended families and child well-being," Journal of Development Economics, Elsevier, vol. 126(C), pages 52-65.
    10. François Bourguignon & Martin Browning & Pierre-André Chiappori & Valérie Lechene, 1993. "Intra Household Allocation of Consumption: A Model and some Evidence from French Data," Annals of Economics and Statistics, GENES, issue 29, pages 137-156.
    11. Orazio Attanasio & Erich Battistin & Alice Mesnard, 2012. "Food and Cash Transfers: Evidence from Colombia," Economic Journal, Royal Economic Society, vol. 122(559), pages 92-124, March.
    12. Banks, James & Blundell, Richard & Lewbel, Arthur, 1996. "Tax Reform and Welfare Measurement: Do We Need Demand System Estimation?," Economic Journal, Royal Economic Society, vol. 106(438), pages 1227-1241, September.
    13. Toshinobu Matsuda, 2006. "Linear approximations to the quadratic almost ideal demand system," Empirical Economics, Springer, vol. 31(3), pages 663-675, September.
    14. Esther Duflo, 2003. "Grandmothers and Granddaughters: Old-Age Pensions and Intrahousehold Allocation in South Africa," The World Bank Economic Review, World Bank, vol. 17(1), pages 1-25, June.
    15. Laurens Cherchye & Frederic Vermeulen, 2008. "Nonparametric Analysis of Household Labor Supply: Goodness of Fit and Power of the Unitary and the Collective Model," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 267-274, May.
    16. Jonathan Robinson, 2012. "Limited Insurance within the Household: Evidence from a Field Experiment in Kenya," American Economic Journal: Applied Economics, American Economic Association, vol. 4(4), pages 140-164, October.
    17. Orazio Attanasio & Valerie Lechene, 2002. "Tests of Income Pooling in Household Decisions," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 5(4), pages 720-748, October.
    18. Gustavo J. Bobonis, 2009. "Is the Allocation of Resources within the Household Efficient? New Evidence from a Randomized Experiment," Journal of Political Economy, University of Chicago Press, vol. 117(3), pages 453-503, June.
    19. Laurens Cherchye & Bram De Rock & Frederic Vermeulen, 2009. "Opening the Black Box of Intrahousehold Decision Making: Theory and Nonparametric Empirical Tests of General Collective Consumption Models," Journal of Political Economy, University of Chicago Press, vol. 117(6), pages 1074-1104, December.
    20. Frank Asche & Cathy R. Wessells, 1997. "On Price Indices in the Almost Ideal Demand System," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(4), pages 1182-1185.
    21. Steve Laufer & Ahu Gemici, 2009. "Marriage and Cohabitation," 2009 Meeting Papers 1191, Society for Economic Dynamics.
    22. Browning,Martin & Chiappori,Pierre-André & Weiss,Yoram, 2014. "Economics of the Family," Cambridge Books, Cambridge University Press, number 9780521795395.
    23. Cunha, Flavio & Heckman, James J. & Lochner, Lance, 2006. "Interpreting the Evidence on Life Cycle Skill Formation," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 1, chapter 12, pages 697-812, Elsevier.
    24. Angelucci Manuela & De Giorgi Giacomo & Rangel Marcos & Rasul Imran, 2009. "Village Economies and the Structure of Extended Family Networks," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 9(1), pages 1-46, October.
    25. Olivier Donni & Nicolas Moreau, 2007. "Collective Labor Supply: A Single-Equation Model and Some Evidence from French Data," Journal of Human Resources, University of Wisconsin Press, vol. 42(1).
    26. Giancarlo Moschini, 1995. "Units of Measurement and the Stone Index in Demand System Estimation," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 77(1), pages 63-68.
    27. Chiappori, Pierre-Andre, 1988. "Rational Household Labor Supply," Econometrica, Econometric Society, vol. 56(1), pages 63-90, January.
    28. Laurens Cherchye & Bram De Rock & Frederic Vermeulen, 2011. "The revealed preference approach to collective consumption behavior: nonparametric testing and sharing rule recovery," ULB Institutional Repository 2013/98560, ULB -- Universite Libre de Bruxelles.
    29. Richard Blundell & Pierre-André Chiappori & Costas Meghir, 2005. "Collective Labor Supply with Children," Journal of Political Economy, University of Chicago Press, vol. 113(6), pages 1277-1306, December.
    30. Chiappori, P.A. & Ekeland, I., 2006. "The micro economics of group behavior: General characterization," Journal of Economic Theory, Elsevier, vol. 130(1), pages 1-26, September.
    31. Laurens Cherchye & Bram De Rock & Frederic Vermeulen, 2011. "The Revealed Preference Approach to Collective Consumption Behaviour: Testing and Sharing Rule Recovery," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 78(1), pages 176-198.
    32. Claude d’Aspremont & Rodolphe Dos Santos Ferreira, 2014. "Household behavior and individual autonomy: an extended Lindahl mechanism," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 55(3), pages 643-664, April.
    33. Chiappori, Pierre-Andre, 1992. "Collective Labor Supply and Welfare," Journal of Political Economy, University of Chicago Press, vol. 100(3), pages 437-467, June.
    34. Connie Bayudan, 2006. "Wives' time allocation and intrahousehold power: evidence from the Philippines," Applied Economics, Taylor & Francis Journals, vol. 38(7), pages 789-804.
    35. Pierre-Andre Chiappori & Maurizio Mazzocco, 2017. "Static and Intertemporal Household Decisions," Journal of Economic Literature, American Economic Association, vol. 55(3), pages 985-1045, September.
    36. 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.
    37. François Bourguignon & Martin Browning & Pierre-André Chiappori, 2009. "Efficient Intra-Household Allocations and Distribution Factors: Implications and Identification," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(2), pages 503-528.
    38. Aguero, Jorge M., 2003. "Are Intra-Household Allocations Efficient?," 2003 Annual meeting, July 27-30, Montreal, Canada 22061, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    39. Markus Goldstein & Christopher Udry, 2008. "The Profits of Power: Land Rights and Agricultural Investment in Ghana," Journal of Political Economy, University of Chicago Press, vol. 116(6), pages 981-1022, December.
    40. Thomas, Duncan & Contreras, Dante & Frankerberg, Elizabeth, 2002. "Distribution of power within the household and child health," MPRA Paper 80075, University Library of Munich, Germany, revised Mar 2002.
    41. Ligon, Ethan, 2002. "Dynamic bargaining in households (with an application to Bangladesh)," CUDARE Working Paper Series 972, University of California at Berkeley, Department of Agricultural and Resource Economics and Policy.
    42. Angelucci Manuela, 2008. "Love on the Rocks: Domestic Violence and Alcohol Abuse in Rural Mexico," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 8(1), pages 1-43, October.
    43. 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.
    44. Udry, Christopher, 1996. "Gender, Agricultural Production, and the Theory of the Household," Journal of Political Economy, University of Chicago Press, vol. 104(5), pages 1010-1046, October.
    45. Browning, Martin & Francois Bourguignon & Pierre-Andre Chiappori & Valerie Lechene, 1994. "Income and Outcomes: A Structural Model of Intrahousehold Allocation," Journal of Political Economy, University of Chicago Press, vol. 102(6), pages 1067-1096, December.
    46. Ligon, Ethan, 2002. "Dynamic Bargaining in Households (with application to Bangladesh)," CUDARE Working Papers 25102, University of California, Berkeley, Department of Agricultural and Resource Economics.
    47. Adolf Buse, 1994. "Evaluating the Linearized Almost Ideal Demand System," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 76(4), pages 781-793.
    48. Laurens CHERCHYE & Thomas DEMUYNCK & Bram DE ROCK, 2010. "Noncooperative household consumption with caring," Working Papers of Department of Economics, Leuven ces10.34, KU Leuven, Faculty of Economics and Business (FEB), Department of Economics, Leuven.
    49. Fortin, Bernard & Lacroix, Guy, 1997. "A Test of the Unitary and Collective Models of Household Labour Supply," Economic Journal, Royal Economic Society, vol. 107(443), pages 933-955, July.
    50. Apps, Patricia F. & Rees, Ray, 1988. "Taxation and the household," Journal of Public Economics, Elsevier, vol. 35(3), pages 355-369, April.
    51. Olivier Donni, 2007. "Collective female labour supply: theory and application," Economic Journal, Royal Economic Society, vol. 117(516), pages 94-119, January.
    52. Gustavo J. Bobonis & Melissa González-Brenes & Roberto Castro, 2013. "Public Transfers and Domestic Violence: The Roles of Private Information and Spousal Control," American Economic Journal: Economic Policy, American Economic Association, vol. 5(1), pages 179-205, February.
    53. Lundberg, Shelly & Pollak, Robert A, 1993. "Separate Spheres Bargaining and the Marriage Market," Journal of Political Economy, University of Chicago Press, vol. 101(6), pages 988-1010, December.
    54. 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, December.
    55. Frederic Vermeulen, 2005. "And the winner is... An empirical evaluation of unitary and collective labour supply models," Empirical Economics, Springer, vol. 30(3), pages 711-734, October.
    56. Sarah Barber & Paul Gertler, 2010. "Empowering women: how Mexico's conditional cash transfer programme raised prenatal care quality and birth weight," Journal of Development Effectiveness, Taylor & Francis Journals, vol. 2(1), pages 51-73.
    57. Jean-Marc Robin, 1999. "[Econometrics of systems of demand] [Econométrie des systèmes de demande]," Post-Print hal-02688894, HAL.
    58. Agnes R. Quisumbing & John A. Maluccio, 2003. "Resources at Marriage and Intrahousehold Allocation: Evidence from Bangladesh, Ethiopia, Indonesia, and South Africa," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 65(3), pages 283-327, July.
    59. Orazio P. Attanasio & Valérie Lechene, 2014. "Efficient Responses to Targeted Cash Transfers," Journal of Political Economy, University of Chicago Press, vol. 122(1), pages 178-222.
    60. Maurizio Mazzocco, 2007. "Household Intertemporal Behaviour: A Collective Characterization and a Test of Commitment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(3), pages 857-895.
    61. repec:adr:anecst:y:1993:i:29:p:07 is not listed on IDEAS
    62. Alston, Julian M & Foster, Kenneth A & Green, Richard D, 1994. "Estimating Elasticities with the Linear Approximate Almost Ideal Demand System: Some Monte Carlo Results," The Review of Economics and Statistics, MIT Press, vol. 76(2), pages 351-356, May.
    63. Jere R. Behrman & Susan W. Parker, 2011. "The Impact of the PROGRESA/Oportunidades Conditional Cash Transfer Program on Health and Related Outcomes for the Aging in Mexico," PIER Working Paper Archive 11-032, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
    64. Denni Tommasi & Alexander Wolf, 2016. "Overcoming Weak Identification in the Estimation of Household Resource Shares," Working Papers ECARES ECARES 2016-12, ULB -- Universite Libre de Bruxelles.
    65. James Banks & Richard Blundell & Arthur Lewbel, 1997. "Quadratic Engel Curves And Consumer Demand," The Review of Economics and Statistics, MIT Press, vol. 79(4), pages 527-539, November.
    66. Dauphin, Anyck & Fortin, Bernard & Lacroix, Guy, 2015. "How Falsifiable is the Collective Model? A New Test with an Application to Monogamous and Bigamous Households in Burkina Faso," IZA Discussion Papers 9002, Institute of Labor Economics (IZA).
    67. Adolf Buse, 1998. "Testing Homogeneity in the Linearized Almost Ideal Demand System," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(1), pages 208-220.
    68. Pierre-Andre Chiappori & Bernard Fortin & Guy Lacroix, 2002. "Marriage Market, Divorce Legislation, and Household Labor Supply," Journal of Political Economy, University of Chicago Press, vol. 110(1), pages 37-72, February.
    69. Shelly J. Lundberg & Robert A. Pollak & Terence J. Wales, 1997. "Do Husbands and Wives Pool Their Resources? Evidence from the United Kingdom Child Benefit," Journal of Human Resources, University of Wisconsin Press, vol. 32(3), pages 463-480.
    70. Denni Tommasi, 2015. "How Cash Transfers Improve Child Development," Working Papers ECARES ECARES 2015-19, ULB -- Universite Libre de Bruxelles.
    71. Laurens Cherchye & Bram De Rock & Frederic Vermeulen, 2011. "The Revealed Preference Approach to Collective Consumption Behaviour: Testing and Sharing Rule Recovery," Review of Economic Studies, Oxford University Press, vol. 78(1), pages 176-198.
    72. Skoufias, Emmanuel, 2005. "PROGRESA and its impacts on the welfare of rural households in Mexico:," Research reports 139, International Food Policy Research Institute (IFPRI).
    73. Deaton, Angus S & Muellbauer, John, 1980. "An Almost Ideal Demand System," American Economic Review, American Economic Association, vol. 70(3), pages 312-326, June.
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    Cited by:

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    2. Jos'e Alfonso Mu~noz-Alvarado, 2023. "Power to the teens? A model of parents' and teens' collective labor supply," Papers 2307.09634, arXiv.org.
    3. Tommasi, Denni, 2019. "Control of resources, bargaining power and the demand of food: Evidence from PROGRESA," Journal of Economic Behavior & Organization, Elsevier, vol. 161(C), pages 265-286.
    4. Gast'on P. Fern'andez, 2023. "Does personality affect the allocation of resources within households?," Papers 2307.02918, arXiv.org.

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    More about this item

    Keywords

    collective model; bargaining power; efficiency; PROGRESA; conditional cash transfers;
    All these keywords.

    JEL classification:

    • D13 - Microeconomics - - Household Behavior - - - Household Production and Intrahouse Allocation
    • I38 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Government Programs; Provision and Effects of Welfare Programs
    • J12 - Labor and Demographic Economics - - Demographic Economics - - - Marriage; Marital Dissolution; Family Structure
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration

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