IDEAS home Printed from https://ideas.repec.org/p/alo/isipdp/03-11.html
   My bibliography  Save this paper

Identifying targeting with nonparametric methods: An application to an Indian microfinance program

Author

Listed:
  • Rohini Somanathan

    (Indian Statistical Institute, New Delhi)

  • Isha Dewan

    (Indian Statistical Institute, New Delhi)

Abstract

We discuss nonparametric methods and statistical tests that are appropriate to assess poverty targeting in public programs. These methods explicitly account for the possibility that the population distributions of participants and non-participants cross. Crossing points provide us with upper bounds on the income of those who have been excluded from the program. Applying these methods to data from a microfinance program in the state of Jharkhand in India, we find evidence that very poorest households are largely excluded from the program.

Suggested Citation

  • Rohini Somanathan & Isha Dewan, 2003. "Identifying targeting with nonparametric methods: An application to an Indian microfinance program," Discussion Papers 03-11, Indian Statistical Institute, Delhi.
  • Handle: RePEc:alo:isipdp:03-11
    as

    Download full text from publisher

    File URL: http://www.isid.ac.in/~planning/workingpapers/dp03-11.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. James J. Heckman & Jeffrey A. Smith, 2004. "The Determinants of Participation in a Social Program: Evidence from a Prototypical Job Training Program," Journal of Labor Economics, University of Chicago Press, vol. 22(2), pages 243-298, April.
    2. Sharma, Manohar, 2000. "Microfinance," MP05 briefs 0, International Food Policy Research Institute (IFPRI).
    3. Castro-Leal, Florencia & Dayton, Julia & Demery, Lionel & Mehra, Kalpana, 1999. "Public Social Spending in Africa: Do the Poor Benefit?," The World Bank Research Observer, World Bank, vol. 14(1), pages 49-72, February.
    4. Ravallion, Martin, 1991. "Reaching the Rural Poor through Public Employment: Arguments, Evidence, and Lessons from South Asia," The World Bank Research Observer, World Bank, vol. 6(2), pages 153-175, July.
    5. Dreze, Jean & Sen, Amartya, 2002. "India: Development and Participation," OUP Catalogue, Oxford University Press, edition 2, number 9780199257492.
    6. Seller, Manfred & Sharma, Manohar, 2000. "Assessing the relative poverty level in clients of microfinance institutions," MP05 briefs 10, International Food Policy Research Institute (IFPRI).
    Full references (including those not matched with items on IDEAS)

    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. Vivi Alatas & Abhijit Banerjee & Rema Hanna & Benjamin A. Olken & Ririn Purnamasari & Matthew Wai-Poi, 2016. "Self-Targeting: Evidence from a Field Experiment in Indonesia," Journal of Political Economy, University of Chicago Press, vol. 124(2), pages 371-427.
    2. Hargreaves, James R. & Morison, Linda A. & Gear, John S.S. & Makhubele, Mzamani B. & Porter, John D.H. & Busza, Joanna & Watts, Charlotte & Kim, Julia C. & Pronyk, Paul M., 2007. ""Hearing the Voices of the Poor": Assigning Poverty Lines on the Basis of Local Perceptions of Poverty. A Quantitative Analysis of Qualitative Data from Participatory Wealth Ranking in Rural," World Development, Elsevier, vol. 35(2), pages 212-229, February.
    3. Kent Ranson, M. & Sinha, Tara & Chatterjee, Mirai & Acharya, Akash & Bhavsar, Ami & Morris, Saul S. & Mills, Anne J., 2006. "Making health insurance work for the poor: Learning from the Self-Employed Women's Association's (SEWA) community-based health insurance scheme in India," Social Science & Medicine, Elsevier, vol. 62(3), pages 707-720, February.
    4. Pierre‐Richard Agénor, 2004. "Macroeconomic Adjustment and the Poor: Analytical Issues and Cross‐Country Evidence," Journal of Economic Surveys, Wiley Blackwell, vol. 18(3), pages 351-408, July.
    5. Angus Deaton & Jean Dreze, 2008. "Nutrition in India: Facts and Interpretations," Working Papers 1071, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
    6. Lisa M. Lynch, 2005. "Job loss: bridging the research and policy discussion," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 29(Q II), pages 29-37.
    7. S. Antonio Ruiz-Quintanilla & Robert R. Weathers II & Valerie Melburg & Kimberly Campbell & Nawaf Madi, "undated". "Participation in Programs Designed to Improve Employment Outcomes for Persons with Psychiatric Disabilities: Evidence from the New York WORKS Demonstration Project," Mathematica Policy Research Reports 358a6b96d3864603a3e5e262f, Mathematica Policy Research.
    8. Patrick Guillaumont, 2011. "Aid effectiveness for poverty reduction:macroeconomic overview and emerging issues," CERDI Working papers halshs-00554285, HAL.
    9. Bloom, Nicholas & Van Reenen, John, 2011. "Human Resource Management and Productivity," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 19, pages 1697-1767, Elsevier.
    10. James Foster, Christopher Handy, 2008. "External Capabilities," OPHI Working Papers 8, Queen Elizabeth House, University of Oxford.
    11. John Dagsvik, 2013. "Making Sen’s capability approach operational: a random scale framework," Theory and Decision, Springer, vol. 74(1), pages 75-105, January.
    12. Michael Lechner & Ruth Miquel & Conny Wunsch, 2011. "Long‐Run Effects Of Public Sector Sponsored Training In West Germany," Journal of the European Economic Association, European Economic Association, vol. 9(4), pages 742-784, August.
    13. Christopher B. Barrett & John G. McPeak, 2006. "Poverty Traps and Safety Nets," Economic Studies in Inequality, Social Exclusion, and Well-Being, in: Alain Janvry & Ravi Kanbur (ed.), Poverty, Inequality and Development, chapter 0, pages 131-154, Springer.
    14. Burt S. Barnow & Jeffrey Smith, 2015. "Employment and Training Programs," NBER Chapters, in: Economics of Means-Tested Transfer Programs in the United States, Volume 2, pages 127-234, National Bureau of Economic Research, Inc.
    15. Tristan Klein, 2004. "Évaluation microéconomique du passage par un contrat de qualification. Les enseignements d'une analyse des effets bruts," Économie et Prévision, Programme National Persée, vol. 164(3), pages 131-144.
    16. David Coady & César Martinelli & Susan W. Parker, 2013. "Information and Participation in Social Programs," The World Bank Economic Review, World Bank, vol. 27(1), pages 149-170.
    17. Rauschmayer, Felix & Bauler, Tom & Schäpke, Niko, 2013. "Towards a governance of sustainability transitions: Giving place to individuals," UFZ Discussion Papers 17/2013, Helmholtz Centre for Environmental Research (UFZ), Division of Social Sciences (ÖKUS).
    18. Lechner Michael & Miquel Ruth & Wunsch Conny, 2007. "The Curse and Blessing of Training the Unemployed in a Changing Economy: The Case of East Germany After Unification," German Economic Review, De Gruyter, vol. 8(4), pages 468-509, December.
    19. Sripad Motiram & Nayantara Sarma, 2011. "Polarization, inequality and growth: The Indian experience," Working Papers 225, ECINEQ, Society for the Study of Economic Inequality.
    20. Rinku Murgai & Martin Ravallion & Dominique van de Walle, 2016. "Is Workfare Cost-effective against Poverty in a Poor Labor-Surplus Economy?," The World Bank Economic Review, World Bank, vol. 30(3), pages 413-445.

    More about this item

    JEL classification:

    • I32 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Measurement and Analysis of Poverty
    • I38 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Government Programs; Provision and Effects of Welfare Programs
    • H42 - Public Economics - - Publicly Provided Goods - - - Publicly Provided Private Goods
    • H43 - Public Economics - - Publicly Provided Goods - - - Project Evaluation; Social Discount Rate
    • O22 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy - - - Project Analysis

    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:alo:isipdp:03-11. 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: Debasis Mishra (email available below). General contact details of provider: https://edirc.repec.org/data/isindin.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.