IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/88586.html
   My bibliography  Save this paper

Conditional cash transfers, spillovers and informal health care: Evidence from Peru

Author

Listed:
  • Guerrero, Natalia
  • Molina, Oswaldo
  • Winkelried, Diego

Abstract

The use of low-quality informal health-care providers (IHCPs) is still prominent in developing countries despite the efforts of their governments to expand institutional services. The use of conditional cash transfer (CCT) programs have become instrumental in encouraging the use of formal health services, but little is known about their direct effect on the use of IHCPs. We use a large survey of rural households and a regression discontinuity design to estimate the effects of the Peruvian CCT program on the demand for IHCP. We find a sizeable reduction in the use of IHCPs not only in targeted but also in non-targeted members of treated households. This finding indicates the existence of spillover effects within the household. We also provide evidence that beyond the direct increase in income, the availability of better information about institutional services is a potential mechanism that drives these effects. We also find a corresponding improvement in the self-perception of health status. Our results are robust to a number of sensitivity analyses.

Suggested Citation

  • Guerrero, Natalia & Molina, Oswaldo & Winkelried, Diego, 2018. "Conditional cash transfers, spillovers and informal health care: Evidence from Peru," MPRA Paper 88586, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:88586
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/88586/1/MPRA_paper_88586.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Benjamin-Chung, Jade & Abedin, Jaynal & Berger, David & Clark, Ashley & Jimenez, Veronica & Konagaya, Eugene & Tran, Diana & Arnold, Benjamin F & Hubbard, Alan E & Luby, Stephen P & Miguel, Edward & C, 2017. "Spillover effects on health outcomes in low- and middle-income countries: a systematic review," Department of Economics, Working Paper Series qt15f554dd, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    2. Bernal, Noelia & Carpio, Miguel A. & Klein, Tobias J., 2017. "The effects of access to health insurance: Evidence from a regression discontinuity design in Peru," Journal of Public Economics, Elsevier, vol. 154(C), pages 122-136.
    3. Deon Filmer & Norbert Schady, 2014. "The Medium-Term Effects of Scholarships in a Low-Income Country," Journal of Human Resources, University of Wisconsin Press, vol. 49(3), pages 663-694.
    4. Paolo Pinotti, 2017. "Clicking on Heaven's Door: The Effect of Immigrant Legalization on Crime," American Economic Review, American Economic Association, vol. 107(1), pages 138-168, January.
    5. Sebastian Calonico & Matias D. Cattaneo & Rocio Titiunik, 2014. "Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs," Econometrica, Econometric Society, vol. 82, pages 2295-2326, November.
    6. Escobal, Javier & Benites, Sara, 2012. "Algunos impactos del programa JUNTOS en el bienestar de los niños: Evidencia basada en el estudio Niños del Milenio [Impacts of the Conditional Cash Transfer programme JUNTOS for children in Peru]," MPRA Paper 56480, University Library of Munich, Germany.
    7. Orazio P. Attanasio & Veruska Oppedisano & Marcos Vera-Hernández, 2015. "Should Cash Transfers Be Conditional? Conditionality, Preventive Care, and Health Outcomes," American Economic Journal: Applied Economics, American Economic Association, vol. 7(2), pages 35-52, April.
    8. Valdivia, Martin, 2004. "Poverty, health infrastructure and the nutrition of Peruvian children," Economics & Human Biology, Elsevier, vol. 2(3), pages 489-510, December.
    9. Diana Contreras Suarez & Pushkar Maitra, 2021. "Health spillover effects of a conditional cash transfer program," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(3), pages 893-928, July.
    10. Ciro Avitabile, 2012. "Does Information Improve the Health Behavior of Adults Targeted by a Conditional Transfer Program?," Journal of Human Resources, University of Wisconsin Press, vol. 47(3), pages 785-825.
    11. Adams, Katherine P. & Lybbert, Travis J. & Vosti, Stephen A. & Ayifah, Emmanuel & Arimond, Mary & Adu-Afarwuah, Seth & Dewey, Kathryn G., 2018. "Unintended effects of a targeted maternal and child nutrition intervention on household expenditures, labor income, and the nutritional status of non-targeted siblings in Ghana," World Development, Elsevier, vol. 107(C), pages 138-150.
    12. Handa, Sudhanshu & Huerta, Mari-Carmen & Perez, Raul & Straffon, Beatriz, 2001. "Poverty, inequality, and spillover in Mexico's education, health, and nutrition program," FCND briefs 101, International Food Policy Research Institute (IFPRI).
    13. 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.
    14. Jeffrey Clemens, 2015. "Regulatory Redistribution in the Market for Health Insurance," American Economic Journal: Applied Economics, American Economic Association, vol. 7(2), pages 109-134, April.
    15. William N. Evans & Craig L. Garthwaite, 2014. "Giving Mom a Break: The Impact of Higher EITC Payments on Maternal Health," American Economic Journal: Economic Policy, American Economic Association, vol. 6(2), pages 258-290, May.
    16. May Sudhinaraset & Matthew Ingram & Heather Kinlaw Lofthouse & Dominic Montagu, 2013. "What Is the Role of Informal Healthcare Providers in Developing Countries? A Systematic Review," PLOS ONE, Public Library of Science, vol. 8(2), pages 1-12, February.
    17. Michele Ploeg, 2009. "Do Benefits of U.S. Food Assistance Programs for Children Spillover to Older Children in the Same Household?," Journal of Family and Economic Issues, Springer, vol. 30(4), pages 412-427, December.
    18. Elizaveta Perova & Renos Vakis, 2012. "5 Years in Juntos: New Evidence on the Program’s Short and Long-Term Impacts," Revista Economía, Fondo Editorial - Pontificia Universidad Católica del Perú, vol. 35(69), pages 53-82.
    19. Bergolo, Marcelo & Galván, Estefanía, 2018. "Intra-household Behavioral Responses to Cash Transfer Programs. Evidence from a Regression Discontinuity Design," World Development, Elsevier, vol. 103(C), pages 100-118.
    20. Sarah Baird & Jacobus de Hoop & Berk Özler, 2013. "Income Shocks and Adolescent Mental Health," Journal of Human Resources, University of Wisconsin Press, vol. 48(2), pages 370-403.
    21. 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.
    22. Hahn, Jinyong & Todd, Petra & Van der Klaauw, Wilbert, 2001. "Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design," Econometrica, Econometric Society, vol. 69(1), pages 201-209, January.
    23. Cross, Jamie & MacGregor, Hayley Nan, 2010. "Knowledge, legitimacy and economic practice in informal markets for medicine: A critical review of research," Social Science & Medicine, Elsevier, vol. 71(9), pages 1593-1600, November.
    24. Guido Imbens & Karthik Kalyanaraman, 2012. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(3), pages 933-959.
    25. 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.
    26. Verónica Amarante & Marco Manacorda & Edward Miguel & Andrea Vigorito, 2016. "Do Cash Transfers Improve Birth Outcomes? Evidence from Matched Vital Statistics, Program, and Social Security Data," American Economic Journal: Economic Policy, American Economic Association, vol. 8(2), pages 1-43, May.
    27. Handa, Sudhanshu & Huerta, Mari-Carmen & Perez, Raul & Straffon, Beatriz, 2001. "Poverty, inequality, and spillover in Mexico's education, health, and nutrition program," FCND discussion papers 101, International Food Policy Research Institute (IFPRI).
    28. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    29. Chris Elbers & Jean O. Lanjouw & Peter Lanjouw, 2003. "Micro--Level Estimation of Poverty and Inequality," Econometrica, Econometric Society, vol. 71(1), pages 355-364, January.
    30. 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.
    31. David K Evans & Brian Holtemeyer & Katrina Kosec, 2019. "Cash Transfers and Health: Evidence from Tanzania," The World Bank Economic Review, World Bank, vol. 33(2), pages 394-412.
    32. Juan‐José Díaz & Victor Saldarriaga, 2019. "Encouraging use of prenatal care through conditional cash transfers: Evidence from JUNTOS in Peru," Health Economics, John Wiley & Sons, Ltd., vol. 28(9), pages 1099-1113, September.
    33. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
    34. Pascaline Dupas, 2011. "Health Behavior in Developing Countries," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 425-449, September.
    35. Barham, Tania & Maluccio, John A., 2009. "Eradicating diseases: The effect of conditional cash transfers on vaccination coverage in rural Nicaragua," Journal of Health Economics, Elsevier, vol. 28(3), pages 611-621, May.
    36. Susan W. Parker & Petra E. Todd, 2017. "Conditional Cash Transfers: The Case of Progresa/Oportunidades," Journal of Economic Literature, American Economic Association, vol. 55(3), pages 866-915, September.
    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. Ferreira-Batista, Natalia N. & Postali, Fernando Antonio Slaibe & Diaz, Maria Dolores Montoya & Teixeira, Adriano Dutra & Moreno-Serra, Rodrigo, 2022. "The Brazilian Family Health Strategy and adult health: Evidence from individual and local data for metropolitan areas," Economics & Human Biology, Elsevier, vol. 46(C).
    2. Somdeep Chatterjee & Prashant Poddar, 2021. "From Safe Motherhood to Cognitive Ability: Exploring Intrahousehold and Intergenerational Spillovers," Economica, London School of Economics and Political Science, vol. 88(352), pages 1075-1106, October.

    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. Pan, Yao & Singhal, Saurabh, 2019. "Agricultural extension, intra-household allocation and malaria," Journal of Development Economics, Elsevier, vol. 139(C), pages 157-170.
    2. Mauricio Villamizar‐Villegas & Freddy A. Pinzon‐Puerto & Maria Alejandra Ruiz‐Sanchez, 2022. "A comprehensive history of regression discontinuity designs: An empirical survey of the last 60 years," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 1130-1178, September.
    3. Owen Ozier, 2018. "The Impact of Secondary Schooling in Kenya: A Regression Discontinuity Analysis," Journal of Human Resources, University of Wisconsin Press, vol. 53(1), pages 157-188.
    4. Ivan A Canay & Vishal Kamat, 2018. "Approximate Permutation Tests and Induced Order Statistics in the Regression Discontinuity Design," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(3), pages 1577-1608.
    5. Hansen, Benjamin & Miller, Keaton & Weber, Caroline, 2020. "Federalism, partial prohibition, and cross-border sales: Evidence from recreational marijuana," Journal of Public Economics, Elsevier, vol. 187(C).
    6. Gurgand, Marc & Lorenceau, Adrien & Mélonio, Thomas, 2023. "Student loans: Credit constraints and higher education in South Africa," Journal of Development Economics, Elsevier, vol. 161(C).
    7. Yu-Chin Hsu & Chung-Ming Kuan & Giorgio Teng-Yu Lo, 2017. "Quantile Treatment Effects in Regression Discontinuity Designs with Covariates," IEAS Working Paper : academic research 17-A009, Institute of Economics, Academia Sinica, Taipei, Taiwan.
    8. Guido Neidhöfer & Miguel Niño‐Zarazúa, 2019. "The Long(er)‐Term Impacts of Chile Solidario on Human Capital and Labor Income," Population and Development Review, The Population Council, Inc., vol. 45(S1), pages 209-244, December.
    9. Montoya, Ana Maria & Noton, Carlos & Solis, Alex, 2018. "The Returns to College Choice: Loans, Scholarships and Labor Outcomes," Working Paper Series 2018:12, Uppsala University, Department of Economics.
    10. Matteo Picchio & Jan C. van Ours, 2020. "Mental Health Effects of Retirement," De Economist, Springer, vol. 168(3), pages 419-452, September.
    11. Jiang, Wei & Lu, Yi & Xie, Huihua, 2020. "Education and mental health: Evidence and mechanisms," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 407-437.
    12. Jin-young Choi & Myoung-jae Lee, 2017. "Regression discontinuity: review with extensions," Statistical Papers, Springer, vol. 58(4), pages 1217-1246, December.
    13. Prakash, Nishith & Rockmore, Marc & Uppal, Yogesh, 2019. "Do criminally accused politicians affect economic outcomes? Evidence from India," Journal of Development Economics, Elsevier, vol. 141(C).
    14. Steven F. Koch, 2017. "User Fee Abolition and the Demand for Public Health Care," South African Journal of Economics, Economic Society of South Africa, vol. 85(2), pages 242-258, June.
    15. Wang, Yadong & Wang, Delu & Shi, Xunpeng, 2022. "Exploring the multidimensional effects of China's coal de-capacity policy: A regression discontinuity design," Resources Policy, Elsevier, vol. 75(C).
    16. Bartalotti Otávio, 2019. "Regression Discontinuity and Heteroskedasticity Robust Standard Errors: Evidence from a Fixed-Bandwidth Approximation," Journal of Econometric Methods, De Gruyter, vol. 8(1), pages 1-26, January.
    17. Gaurav Khanna & Carlos Medina & Anant Nyshadham & Jorge Tamayo & Nicolas Torres, 2023. "Formal Employment and Organised Crime: Regression Discontinuity Evidence from Colombia," The Economic Journal, Royal Economic Society, vol. 133(654), pages 2427-2448.
    18. Angelo D'Andrea, 2019. "Mayor’s wage and Public procurement," BAFFI CAREFIN Working Papers 19125, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    19. Gerard, Francois & Rokkanen, Miikka & Rothe, Christoph, 2015. "Identification and Inference in Regression Discontinuity Designs with a Manipulated Running Variable," IZA Discussion Papers 9604, Institute of Labor Economics (IZA).
    20. Ivan A. Canay & Vishal Kamat, 2016. "Approximate permutation tests and induced order statistics in the regression discontinuity design," CeMMAP working papers 33/16, Institute for Fiscal Studies.

    More about this item

    Keywords

    Informal health-care providers; cash transfer program; regression discontinuity.;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • O17 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Formal and Informal Sectors; Shadow Economy; Institutional Arrangements

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:pra:mprapa:88586. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.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.