IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Log in (now much improved!) to save this paper

Targeting Poverty under Complementarities: Evidence from Indonesia's Unified Targeting System

Listed author(s):
  • Tohari, Achmad

    ()

    (University of Western Australia)

  • Parsons, Christopher

    ()

    (University of Western Australia)

  • Rammohan, Anu

    ()

    (University of Western Australia)

Registered author(s):

    Combining nationally representative administrative and survey data with official proxy means testing models and coefficients, we evaluate Indonesia's three largest social programs. The setting for our evaluation is the launch of Indonesia's Unified Targeting system, an innovation developed to reduce targeting errors and increase program complementarities. Introducing a new method of evaluation under the condition of multiple programs, we show that households receiving all three programs are at least 30 percentage points better off than those receiving none. Importantly, the bias from failing to account for program complementarities is greater in magnitude than the benefits of receiving a single program.

    If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

    File URL: http://ftp.iza.org/dp10968.pdf
    Download Restriction: no

    Paper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 10968.

    as
    in new window

    Length: 41 pages
    Date of creation: Aug 2017
    Handle: RePEc:iza:izadps:dp10968
    Contact details of provider: Postal:
    IZA, P.O. Box 7240, D-53072 Bonn, Germany

    Phone: +49 228 3894 223
    Fax: +49 228 3894 180
    Web page: http://www.iza.org

    Order Information: Postal: IZA, Margard Ody, P.O. Box 7240, D-53072 Bonn, Germany
    Email:


    References listed on IDEAS
    Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

    as
    in new window


    1. David Coady & Margaret Grosh & John Hoddinott, 2004. "Targeting of Transfers in Developing Countries : Review of Lessons and Experience," World Bank Publications, The World Bank, number 14902, December.
    2. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    3. Bazzi, Samuel & Sumarto, Sudarno & Suryahadi, Asep, 2015. "It's all in the timing: Cash transfers and consumption smoothing in a developing country," Journal of Economic Behavior & Organization, Elsevier, vol. 119(C), pages 267-288.
    4. Hidrobo, Melissa & Hoddinott, John & Peterman, Amber & Margolies, Amy & Moreira, Vanessa, 2014. "Cash, food, or vouchers? Evidence from a randomized experiment in northern Ecuador," Journal of Development Economics, Elsevier, vol. 107(C), pages 144-156.
    5. Matias Busso & John DiNardo & Justin McCrary, 2014. "New Evidence on the Finite Sample Properties of Propensity Score Reweighting and Matching Estimators," The Review of Economics and Statistics, MIT Press, vol. 96(5), pages 885-897, December.
    6. Sumarto, Sudarno & Suryahadi, Asep & Pritchett, Lant, 2003. "Safety Nets or Safety Ropes? Dynamic Benefit Incidence of Two Crisis Programs in Indonesia," World Development, Elsevier, vol. 31(7), pages 1257-1277, July.
    7. Bah, Adama & Bazzi, Samuel & Sumarto, Sudarno & Tobias, Julia, 2014. "Finding the Poor vs. Measuring Their Poverty: Exploring the Drivers of Targeting Effectiveness in Indonesia," MPRA Paper 59759, University Library of Munich, Germany.
    8. Olken, Benjamin A., 2005. "Revealed community equivalence scales," Journal of Public Economics, Elsevier, vol. 89(2-3), pages 545-566, February.
    9. Muliadi Widjaja, 2013. "An Economic and Social Review on Indonesia’s Direct Cash Transfer Program to Poor Families in 2005," Working Papers in Economics and Business 201304, Faculty of Economics and Business, University of Indonesia, revised Apr 2013.
    10. Vivi Alatas & Abhijit Banerjee & Rema Hanna & Benjamin A. Olken & Julia Tobias, 2012. "Targeting the Poor: Evidence from a Field Experiment in Indonesia," American Economic Review, American Economic Association, vol. 102(4), pages 1206-1240, June.
    11. 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, 07.
    12. Lisa Cameron & Manisha Shah, 2014. "Can Mistargeting Destroy Social Capital and Stimulate Crime? Evidence from a Cash Transfer Program in Indonesia," Economic Development and Cultural Change, University of Chicago Press, vol. 62(2), pages 381-415.
    13. Sparrow, Robert & Suryahadi, Asep & Widyanti, Wenefrida, 2013. "Social health insurance for the poor: Targeting and impact of Indonesia's Askeskin programme," Social Science & Medicine, Elsevier, vol. 96(C), pages 264-271.
    14. Jalan, Jyotsna & Ravallion, Martin, 2003. "Estimating the Benefit Incidence of an Antipoverty Program by Propensity-Score Matching," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(1), pages 19-30, January.
    15. 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.
    16. Janet Currie & Firouz Gahvari, 2008. "Transfers in Cash and In-Kind: Theory Meets the Data," Journal of Economic Literature, American Economic Association, vol. 46(2), pages 333-383, June.
    17. 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.
    18. Margaret Grosh & Carlo del Ninno & Emil Tesliuc & Azedine Ouerghi, 2008. "For Protection and Promotion : The Design and Implementation of Effective Safety Nets," World Bank Publications, The World Bank, number 6582, December.
    19. Asep Suryahadi & Wenefrida Widyanti & Sudarno Sumarto, 2003. "Short-term poverty dynamics in rural Indonesia during the economic crisis," Journal of International Development, John Wiley & Sons, Ltd., vol. 15(2), pages 133-144.
    20. Alberto Abadie, 2005. "Semiparametric Difference-in-Differences Estimators," Review of Economic Studies, Oxford University Press, vol. 72(1), pages 1-19.
    21. Pritchett, Lant & Suryahadi, Asep & Sumarto, Sudarno, 2000. "Quantifying vulnerability to poverty - a proposed measure, applied to Indonesia," Policy Research Working Paper Series 2437, The World Bank.
    22. World Bank, 2012. "Protecting Poor and Vulnerable Households in Indonesia," World Bank Other Operational Studies 13810, The World Bank.
    23. Khera, Reetika, 2014. "Cash vs. in-kind transfers: Indian data meets theory," Food Policy, Elsevier, vol. 46(C), pages 116-128.
    24. Jan Priebe, 2014. "Official Poverty Measurement in Indonesia since 1984: A Methodological Review," Bulletin of Indonesian Economic Studies, Taylor & Francis Journals, vol. 50(2), pages 185-205, August.
    25. Hastuti & Sudarno Sumarto & Nina Toyamah & Syaikhu Usman & Bambang Sulaksono & Sri Budiyati & Wenefrida Dwi Widyanti & Meuthia Rosfadhila & Hariyanti Sadaly & Sufiet Erlita & R. Justin Sodo & Sami Baz, 2006. "A Rapid Appraisal of The Implementation of the 2005 Direct Cash Transfer Program in Indonesia : A Case Study in Five Kabupaten/Kota," Development Economics Working Papers 22529, East Asian Bureau of Economic Research.
    Full references (including those not matched with items on IDEAS)

    This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

    When requesting a correction, please mention this item's handle: RePEc:iza:izadps:dp10968. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Mark Fallak)

    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 references are entirely missing, you can add them using this form.

    If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.