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Estimating Poverty Over Time and Space: Construction of a time-variant poverty index for Costa Rica

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Author Info
Romina Cavatassi (Agricultural and Development Economics Division, Food and Agriculture Organization)
Benjamin Davis (Agricultural and Development Economics Division, Food and Agriculture Organization)
Leslie Lipper (Agricultural and Development Economics Division, Food and Agriculture Organization)

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Abstract

This paper presents the construction of a spatially explicit, nationally disaggregated measure of poverty over time in Costa Rica. The paper first describes the two possible methods considered for the construction of a poverty map: principal component analysis (PCA) versus small area estimation. Next, reasons for choosing PCA and a description of its application both at one point in time (1973) and over time are presented together with the resulting poverty maps. The methodology applied represents a methodological innovation in that the resulting poverty map is time variant rather than concentrated in a single moment in time. A comparison of the results obtainable using various techniques and a discussion on the relative merits of the various options available concludes the paper.

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Publisher Info
Paper provided by Agricultural and Development Economics Division of the Food and Agriculture Organization of the United Nations (FAO - ESA) in its series Working Papers with number 04-21.

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Length: 29 pages
Date of creation: 2004
Date of revision:
Handle: RePEc:fao:wpaper:0421

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Related research
Keywords: Poverty Mapping; Principal Component Analysis; Time-variant Poverty Index; Small-area Estimation.;

Find related papers by JEL classification:
C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
I32 - Health, Education, and Welfare - - Welfare and Poverty - - - Measurement and Analysis of Poverty
C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models

References listed on IDEAS
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  1. Bigman, David, et al, 2000. "Community Targeting for Poverty Reduction in Burkina Faso," World Bank Economic Review, Oxford University Press, vol. 14(1), pages 167-93, January.
  2. Hentschel, Jesko, et al, 2000. "Combining Census and Survey Data to Trace the Spatial Dimensions of Poverty: A Case Study of Ecuador," World Bank Economic Review, Oxford University Press, vol. 14(1), pages 147-65, January.
  3. David Bigman & Stefan Dercon & Dominique Guillaume & Michel Lambotte, 1999. "Community Targeting for Poverty Reduction in Burkina Faso," Center for Economic Studies - Discussion papers ces9910, Katholieke Universiteit Leuven, Centrum voor Economische Studiën. [Downloadable!]
  4. Hentschel, Jesko & Lanjouw, Jean Olson & Lanjouw, Peter & Poggi, Javier, 1998. "Combining census and survey data to study spatial dimensions of poverty," Policy Research Working Paper Series 1928, The World Bank. [Downloadable!]
  5. Filmer, Deon & Pritchett, Lant, 1998. "Estimating wealth effects without expenditure data - or tears : with an application to educational enrollments in states of India," Policy Research Working Paper Series 1994, The World Bank. [Downloadable!]
  6. 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. [Downloadable!] (restricted)
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This page was last updated on 2009-12-12.


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