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Advancing Small Area Estimation

Author

Listed:
  • Channing Arndt
  • Azhar Hussain
  • Vincenzo Salvucci
  • Finn Tarp
  • Lars Peter Østerdal

Abstract

The poverty mapping methodology for estimating welfare rankings from small areas has proven to be useful in guiding allocation of government funds, regional planning, and general policy formulation. Nevertheless, poverty mapping also suffers from a series of by now well recognized shortcomings. We apply an approach based on first order dominance (FOD) to small area estimation. Five advantages to the FOD approach are highlighted. First, it can serve as a complement to, substitute for, and/or extension of the poverty mapping methodology.

Suggested Citation

  • Channing Arndt & Azhar Hussain & Vincenzo Salvucci & Finn Tarp & Lars Peter Østerdal, 2013. "Advancing Small Area Estimation," WIDER Working Paper Series wp-2013-053, World Institute for Development Economic Research (UNU-WIDER).
  • Handle: RePEc:unu:wpaper:wp-2013-053
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    File URL: https://www.wider.unu.edu/sites/default/files/WP2013-053.pdf
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    References listed on IDEAS

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    1. Michael Grimm & Isabel Günther, 2007. "Growth and Poverty in Burkina Faso: A Reassessment of the Paradox," Journal of African Economies, Centre for the Study of African Economies, vol. 16(1), pages 70-101, January.
    2. Alfani, Federica & Azzarri, Carlo & d'Errico, Marco & Molini, Vasco, 2012. "Poverty in Mozambique : new evidence from recent household surveys," Policy Research Working Paper Series 6217, The World Bank.
    3. Elbers, Chris & Lanjouw, Peter & Leite, Phillippe George, 2008. "Brazil within Brazil : testing the poverty map methodology in Minas Gerais," Policy Research Working Paper Series 4513, The World Bank.
    4. Grant, Simon & Kajii, Atsushi & Polak, Ben, 1992. "Many good choice Axioms: When can many-good lotteries be treated as money lotteries?," Journal of Economic Theory, Elsevier, vol. 56(2), pages 313-337, April.
    5. Yélé Maweki Batana & Jean-Yves Duclos, 2010. "Comparing Multidimensional Poverty with Qualitative Indicators of Well-Being," Cahiers de recherche 1004, CIRPEE.
    6. Alessandro Tarozzi & Angus Deaton, 2009. "Using Census and Survey Data to Estimate Poverty and Inequality for Small Areas," The Review of Economics and Statistics, MIT Press, vol. 91(4), pages 773-792, November.
    7. A. B. Atkinson & F. Bourguignon, 1982. "The Comparison of Multi-Dimensioned Distributions of Economic Status," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 49(2), pages 183-201.
    8. David Levhari & Jacob Paroush & Bezalel Peleg, 1975. "Efficiency Analysis for Multivariate Distributions," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 42(1), pages 87-91.
    9. François Bourguignon & Satya R. Chakravarty, 2019. "The Measurement of Multidimensional Poverty," Themes in Economics, in: Satya R. Chakravarty (ed.), Poverty, Social Exclusion and Stochastic Dominance, pages 83-107, Springer.
    10. Angus Deaton & Valerie Kozel, 2005. "Data and Dogma: The Great Indian Poverty Debate," The World Bank Research Observer, World Bank, vol. 20(2), pages 177-199.
    11. Channing Arndt & M. Azhar Hussain & E. Samuel Jones & Virgulino Nhate & Finn Tarp & James Thurlow, 2013. "Explaining the Evolution of Poverty: The Case of Mozambique," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(1), pages 206-206.
    12. Østerdal, Lars Peter, 2010. "The mass transfer approach to multivariate discrete first order stochastic dominance: Direct proof and implications," Journal of Mathematical Economics, Elsevier, vol. 46(6), pages 1222-1228, November.
    13. repec:dau:papers:123456789/4399 is not listed on IDEAS
    14. Atkinson, Anthony B. & Lugo, Maria Ana, 2010. "Growth, poverty and distribution in Tanzania," LSE Research Online Documents on Economics 36376, London School of Economics and Political Science, LSE Library.
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    Cited by:

    1. Helen Barnes & Vanda Castelo & Finório Castigo & António S. Cruz & Michell Mpike & Michael Noble & Gemma Wright, 2016. "Tax-benefit microsimulation modelling in Mozambique: A feasibility study," WIDER Working Paper Series wp-2016-27, World Institute for Development Economic Research (UNU-WIDER).
    2. Kristi Mahrt & Malokele Nanivazo, 2015. "Estimating multidimensional childhood poverty in the Democratic Republic of Congo, 2007 through 2013," WIDER Working Paper Series wp-2015-131, World Institute for Development Economic Research (UNU-WIDER).

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