IDEAS home Printed from https://ideas.repec.org/p/ipc/wpaper/82.html
   My bibliography  Save this paper

Externality and Behavioural Change Effects of a Non-Randomised CCT Programme: Heterogeneous Impact on the Demand for Health and Education

Author

Listed:
  • Clarissa Gondim Teixeira

    (IPC-IG)

  • Fabio Veras Soares

    (IPC-IG)

  • Rafael Perez Ribas

    (IPC-IG)

  • Elydia Silva

    (IPC-IG)

  • Guilherme Issamu Hirata

    (IPC-IG)

Abstract

This paper investigates the impact of the pilot phase of Paraguay’s conditional cash transfer programme, Tekoporã, on the demand for healthcare and education, and how much of this impact was due to the cash transfers and/or due to changes in behaviour/preferences, possibly as an effect of other, non-monetary programme components such as the conditionalities and family support visits. It also explores the presence of externalities effects through a decomposition of the average treatment effect on the treated (ATT) into participation and externality effect. This decomposition was possible thanks to the use of two distinct comparison groups, one within the village and possibly exposed to the externality, and another in a different district not affected by the programme. The results indicate that the programme was successful in improving children’s attendance at school and increasing visits to the health centres. They also suggest that the positive impacts do not reach non-beneficiary families (no externality effect). In the pilot phase, with no conditionality enforcement in place, the role of conditionality and social worker visits is not yet clear. No differential effect was found for those who were aware of the conditionalities and/or were visited by social workers, although the message of the importance of education and healthcare somehow did reach the households, altering their preferences towards a greater consumption of healthcare and education services.
(This abstract was borrowed from another version of this item.)

Suggested Citation

  • Clarissa Gondim Teixeira & Fabio Veras Soares & Rafael Perez Ribas & Elydia Silva & Guilherme Issamu Hirata, 2011. "Externality and Behavioural Change Effects of a Non-Randomised CCT Programme: Heterogeneous Impact on the Demand for Health and Education," Working Papers 82, International Policy Centre for Inclusive Growth.
  • Handle: RePEc:ipc:wpaper:82
    as

    Download full text from publisher

    File URL: https://ipcig.org/sites/default/files/pub/en/IPCWorkingPaper82.pdf
    File Function: First version, 2011
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Sobel, Michael E., 2006. "What Do Randomized Studies of Housing Mobility Demonstrate?: Causal Inference in the Face of Interference," Journal of the American Statistical Association, American Statistical Association, vol. 101, pages 1398-1407, December.
    2. 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.
    3. Angelucci, Manuela & De Giorgi, Giacomo & Rangel, Marcos A. & Rasul, Imran, 2010. "Family networks and school enrolment: Evidence from a randomized social experiment," Journal of Public Economics, Elsevier, vol. 94(3-4), pages 197-221, April.
    4. Keisuke Hirano & Guido W. Imbens & Geert Ridder, 2003. "Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score," Econometrica, Econometric Society, vol. 71(4), pages 1161-1189, July.
    5. Esther Duflo & Emmanuel Saez, 2003. "The Role of Information and Social Interactions in Retirement Plan Decisions: Evidence from a Randomized Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 815-842.
    6. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    7. Manuela Angelucci & Giacomo De Giorgi, 2009. "Indirect Effects of an Aid Program: How Do Cash Transfers Affect Ineligibles' Consumption?," American Economic Review, American Economic Association, vol. 99(1), pages 486-508, March.
    8. Heckman, James J. & Lalonde, Robert J. & Smith, Jeffrey A., 1999. "The economics and econometrics of active labor market programs," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 31, pages 1865-2097, Elsevier.
    9. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    10. Donald B. Rubin, 1977. "Assignment to Treatment Group on the Basis of a Covariate," Journal of Educational and Behavioral Statistics, , vol. 2(1), pages 1-26, March.
    11. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 531-542.
    12. Jeffrey M. Wooldridge, 2002. "Inverse probability weighted M-estimators for sample selection, attrition, and stratification," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 117-139, August.
    13. Wooldridge, Jeffrey M., 2007. "Inverse probability weighted estimation for general missing data problems," Journal of Econometrics, Elsevier, vol. 141(2), pages 1281-1301, December.
    14. Edward Miguel & Michael Kremer, 2004. "Worms: Identifying Impacts on Education and Health in the Presence of Treatment Externalities," Econometrica, Econometric Society, vol. 72(1), pages 159-217, January.
    15. 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.
    16. Angelucci, Manuela & De Giorgi, Giacomo, 2006. "Indirect Effects of an Aid Program: The Case of Progresa and Consumption," IZA Discussion Papers 1955, Institute of Labor Economics (IZA).
    Full references (including those not matched with items on IDEAS)

    Citations

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


    Cited by:

    1. Noemi Pace & Silvio Daidone & Benjamin Davis & Luca Pellerano, 2016. "Does "soft conditionality" increase the impact of cash transfers on desired outcomes? Evidence from a randomized control trial in Lesotho," Working Papers 2016:33, Department of Economics, University of Venice "Ca' Foscari".
    2. Witvorapong, Nopphol & Foshanji, Abo Ismael, 2016. "The impact of a conditional cash transfer program on the utilization of non-targeted services: Evidence from Afghanistan," Social Science & Medicine, Elsevier, vol. 152(C), pages 87-95.
    3. Barrientos Armando & Villa Juan Miguel, 2015. "Evaluating Antipoverty Transfer Programmes in Latin America and Sub-Saharan Africa. Better Policies? Better Politics?," Journal of Globalization and Development, De Gruyter, vol. 6(1), pages 147-179, June.
    4. Clarissa Gondim Teixeira & Fabio Veras Soares & Elydia Silva & Guilherme Issamu Hirata, 2012. "¿Qué tan Eficaces son los Componentes no Monetarios de los Programas de Transferencias Condicionadas: El Caso del Piloto de Tekopora?," One Pager Spanish 129, International Policy Centre for Inclusive Growth.
    5. Sandra García & Juan Saavedra, 2017. "Educational Impacts and Cost-Effectiveness of Conditional Cash Transfer Programs in Developing Countries: A Meta-Analysis," NBER Working Papers 23594, National Bureau of Economic Research, Inc.

    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. Rafael Perez Ribas & Fabio Veras Soares & Clarissa Gondim Teixeira & Elydia Silva & Guilherme Issamu Hirata, 2010. "Beyond Cash: Assessing Externality and Behaviour Effects of Non-Experimental Cash Transfers," Working Papers 65, International Policy Centre for Inclusive Growth.
    2. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    3. Marc FERRACCI & Grégory JOLIVET & Gerard J van den Berg, 2009. "Treatment Evaluation in the Case of Interaction Within Markets," Working Papers 2009-22, Center for Research in Economics and Statistics.
    4. Jones A.M & Rice N, 2009. "Econometric Evaluation of Health Policies," Health, Econometrics and Data Group (HEDG) Working Papers 09/09, HEDG, c/o Department of Economics, University of York.
    5. Sarah Baird & Aislinn Bohren & Berk Ozler & Craig McIntosh, 2014. "Designing Experiments to Measure Spillover Effects," Working Papers 2014-11, The George Washington University, Institute for International Economic Policy.
    6. Martin Huber, 2012. "Identification of Average Treatment Effects in Social Experiments Under Alternative Forms of Attrition," Journal of Educational and Behavioral Statistics, , vol. 37(3), pages 443-474, June.
    7. Baylis, Kathy & Ham, Andres, 2015. "How important is spatial correlation in randomized controlled trials?," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 205586, Agricultural and Applied Economics Association.
    8. Martin Huber, 2010. "Identification of average treatment effects in social experiments under different forms of attrition," University of St. Gallen Department of Economics working paper series 2010 2010-22, Department of Economics, University of St. Gallen.
    9. Volpe Martincus, Christian & Carballo, Jerónimo, 2010. "Beyond the average effects: The distributional impacts of export promotion programs in developing countries," Journal of Development Economics, Elsevier, vol. 92(2), pages 201-214, July.
    10. Mesnard, Alice & Vera-Hernández, Marcos & Fitzsimons, Emla & Malde, Bansi, 2012. "Household Responses to Information on Child Nutrition: Experimental Evidence from Malawi," CEPR Discussion Papers 8915, C.E.P.R. Discussion Papers.
    11. Sourafel Girma & Yundan Gong & Holger Görg & Sandra Lancheros, 2016. "Estimating direct and indirect effects of foreign direct investment on firm productivity in the presence of interactions between firms," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT, chapter 12, pages 227-239, World Scientific Publishing Co. Pte. Ltd..
    12. Gordon B. Dahl & Katrine V. L?ken & Magne Mogstad, 2014. "Peer Effects in Program Participation," American Economic Review, American Economic Association, vol. 104(7), pages 2049-2074, July.
    13. Elizabeth M. King & Jere R. Behrman, 2009. "Timing and Duration of Exposure in Evaluations of Social Programs," The World Bank Research Observer, World Bank, vol. 24(1), pages 55-82, February.
    14. Francesco Drago & Roberto Galbiati, 2012. "Indirect Effects of a Policy Altering Criminal Behavior: Evidence from the Italian Prison Experiment," American Economic Journal: Applied Economics, American Economic Association, vol. 4(2), pages 199-218, April.
    15. Singh, Prakarsh, 2016. "Learning and Behavioral Spillovers of Nutritional Information," IZA Discussion Papers 10085, Institute of Labor Economics (IZA).
    16. Kling, Jeffrey & Liebman, Jeffrey, 2004. "Experimental Analysis of Neighborhood Effects on Youth," Working Paper Series rwp04-034, Harvard University, John F. Kennedy School of Government.
    17. Matteo Bobba & Jérémie Gignoux, 2011. "Policy-induced Social Interactions and Schooling Decisions," PSE Working Papers halshs-00962478, HAL.
    18. Matteo Bobba & Jérémie Gignoux, 2019. "Neighborhood Effects in Integrated Social Policies," The World Bank Economic Review, World Bank, vol. 33(1), pages 116-139.
    19. Rafael P. Ribas, 2020. "Liquidity constraints, spillovers, and entrepreneurship: evidence from a cash transfer program," Small Business Economics, Springer, vol. 55(4), pages 1131-1158, December.
    20. Berlinski, Samuel & Busso, Matias & Giannola, Michele, 2023. "Helping struggling students and benefiting all: Peer effects in primary education," Journal of Public Economics, Elsevier, vol. 224(C).

    More about this item

    Keywords

    CCT; Health; Education;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • D62 - Microeconomics - - Welfare Economics - - - Externalities
    • I38 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Government Programs; Provision and Effects of Welfare Programs

    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:ipc:wpaper:82. 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: Andre Lyra (email available below). General contact details of provider: https://edirc.repec.org/data/ipcunbr.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.