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Multidimensional Targeting: Identifying Beneficiaries of Conditional Cash Transfer Programs

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  • Viviane Azevedo
  • Marcos Robles

Abstract

Conditional cash transfer programs (CCTs) have two main objectives: reducing poverty and increasing the human capital of children. To reach these objectives, transfers are given to poor households conditioned on investments in their children’s education, health, and nutrition. Targeting mechanisms used by CCTs have been generally successful in identifying the income poor but have not fared as well in identifying households that under-invest in human capital. These mechanisms do not consider the multidimensional aspect of poverty, even when composite measures are used, as they do not capture each dimension-specific deprivation. This paper proposes a multidimensional targeting approach to identifying beneficiaries that explicitly takes into consideration the multiple objectives of CCTs and the multiple deprivations of the poor household. Results indicate that the proposed multidimensional targeting methodology significantly improves the selection of households with children who are most deprived in the dimensions often relevant to CCTs. In the case of Mexico’s Oportunidades, ex-ante evaluation results indicate that the multidimensional identification of beneficiaries increases the impact of transfers on school attendance compared to alternative targeting models. Copyright Springer Science+Business Media Dordrecht 2013

Suggested Citation

  • Viviane Azevedo & Marcos Robles, 2013. "Multidimensional Targeting: Identifying Beneficiaries of Conditional Cash Transfer Programs," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 112(2), pages 447-475, June.
  • Handle: RePEc:spr:soinre:v:112:y:2013:i:2:p:447-475
    DOI: 10.1007/s11205-013-0255-5
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    2. Borga, Liyousew G. & D’Ambrosio, Conchita, 2021. "Social protection and multidimensional poverty: Lessons from Ethiopia, India and Peru," World Development, Elsevier, vol. 147(C).
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    4. Yadira Diaz, Francisco Alejandro Espinoza, Yvonni Markaki, and Lina Maria Sanchez-Cespedes, 2015. "Targeting Grenada’s Most Deprived Population: A Multidimensional Living Conditions Assessment," OPHI Working Papers ophiwp092.pdf, Queen Elizabeth House, University of Oxford.
    5. Schleicher, Michael & Souares, Aurélia & Pacere, Athanase Narangoro & Sauerborn, Rainer & Klonner, Stefan, 2016. "Decentralized versus Statistical Targeting of Anti-Poverty Programs: Evidence from Burkina Faso," Working Papers 0623, University of Heidelberg, Department of Economics.
    6. Marcos Agurto & César Calvo & Miguel Ángel Carpio, 2019. "Targeting when Poverty is Multidimensional," Working Papers 2019-4, Lima School of Economics.
    7. Maria Emma Santos, 2014. "Measuring Multidimensional Poverty in Latin America: Previous Experience and the Way Forward," OPHI Working Papers 66, Queen Elizabeth House, University of Oxford.
    8. Patricia Justino & Bruno Martorano, 2016. "Redistribution, inequality and political participation: Evidence from Mexico during the 2008 financial crisis," WIDER Working Paper Series wp-2016-140, World Institute for Development Economic Research (UNU-WIDER).
    9. Morawetz, Ulrich & Sinabell, Franz, 2015. "Assessment Of Targeting In The Rural Development Programme: A Case Study Of The Austria Investment Support Measure," 55th Annual Conference, Giessen, Germany, September 23-25, 2015 210576, German Association of Agricultural Economists (GEWISOLA).
    10. Patricia Justino & Bruno Martorano, 2016. "Redistribution, inequality and political participation: Evidence from Mexico during the 2008 financial crisis," WIDER Working Paper Series 140, World Institute for Development Economic Research (UNU-WIDER).
    11. Ana P. Canedo, 2018. "Analyzing Multidimensional Poverty Estimates in Mexico From an Ethnic Perspective: A Policy Tool for Bridging the Indigenous Gap," Poverty & Public Policy, John Wiley & Sons, vol. 10(4), pages 543-563, December.
    12. Maria Santos, 2013. "Tracking Poverty Reduction in Bhutan: Income Deprivation Alongside Deprivation in Other Sources of Happiness," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 112(2), pages 259-290, June.
    13. Igor Barahona, 2018. "Poverty in Mexico: Its relationship to social and cultural indicators," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 135(2), pages 599-627, January.
    14. Sabina Alkire, 2018. "The Research Agenda on Multidimensional Poverty Measurement: Important and As-yet Unanswered Questions," OPHI Working Papers ophiwp119_3.pdf, Queen Elizabeth House, University of Oxford.
    15. Daniel Morales Martínez & Alexandre Gori Maia, 2018. "The Impacts of Cash Transfers on Subjective Wellbeing and Poverty: The Case of Colombia," Journal of Family and Economic Issues, Springer, vol. 39(4), pages 616-633, December.
    16. Yörük, Erdem & Öker, İbrahim & Şarlak, Lara, 2019. "Indigenous unrest and the contentious politics of social assistance in Mexico," World Development, Elsevier, vol. 123(C), pages 1-1.
    17. Sahar El-Sheneity & May Gadallah, 2017. "The Use of Common Area k-Sample Test in Evaluating Targeting Methodologies: An Application to the Case of Egypt," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 133(3), pages 1193-1206, September.
    18. Sabina Alkire & Maria Santos, 2013. "A Multidimensional Approach: Poverty Measurement & Beyond," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 112(2), pages 239-257, June.
    19. Azzolini, Davide & Martini, Alberto & Rettore, Enrico & Romano, Barbara & Schizzerotto, Antonio & Vergolini, Loris, 2018. "Testing a Social Innovation in Financial Aid for Low-Income Students: Experimental Evidence from Italy," IZA Discussion Papers 11625, Institute of Labor Economics (IZA).
    20. Han, Huawei & Gao, Qin, 2019. "Community-based welfare targeting and political elite capture: Evidence from rural China," World Development, Elsevier, vol. 115(C), pages 145-159.
    21. Suman Seth & Melba Verra Tutor, 2021. "Evaluation of Anti‐Poverty Programs’ Impact on Joint Disadvantages: Insights From the Philippine Experience," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 67(4), pages 977-1004, December.
    22. Jakob Dirksen & Sabina Alkire, 2021. "Children and Multidimensional Poverty: Four Measurement Strategies," Sustainability, MDPI, vol. 13(16), pages 1-36, August.
    23. Sheliza Ladhani & Kathleen C. Sitter, 2020. "Conditional cash transfers: A critical review," Development Policy Review, Overseas Development Institute, vol. 38(1), pages 28-41, January.

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