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Creating a Poverty Map for Azerbaijan

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Author Info
Baschieri, Angela
Falkingham, Jane
Hornby, Duncan
Hutton, Craig
Abstract

"Poverty maps"-that is, graphic representations of spatially disaggregated estimates of welfare-are being increasingly used to geographically target scarce resources. But the development of detailed poverty maps in many low resource settings is hampered because of data constraints. Data on income or consumption are often unavailable and, where they are, direct survey estimates for small areas are likely to yield unacceptably large standard errors due to limited sample sizes. Census data offer the required level of coverage but do not generally contain the appropriate information. This has led to the development of a range of alternative methods aimed either at combining survey data with unit record data from the census to produce estimates of income or expenditure for small areas or at developing alternative welfare rankings, such as asset indices, using existing census data. This paper develops a set of poverty maps for Azerbaijan that can be used by different users. Two alternative approaches to the measurement and mapping of welfare are adopted. First, a map is derived using imputed household consumption. This involves combining information from the 2002 Household Budget Survey (HBS) with 1999 census data. Second, an alternative map is constructed using an asset index based on data from the 1999 census to produce estimates of welfare at the rayon level. This provides a unique opportunity to compare the welfare rankings obtained at the regional level under the two alternative approaches. In order to visually present the spatially disgaggregated estimates of welfare in Azerbaijan, this paper has also produced a digital census map of Azerbaijan. This involved matching the census enumeration areas to a digital settlement map of Azerbaijan. Therefore, it is now possible for the State Statistical Committee of Azerbaijan to display graphically the results of the 1999 census of Azerbaijan along with other data.

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Paper provided by The World Bank in its series Policy Research Working Paper Series with number 3793.

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Date of creation: 01 Dec 2005
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Handle: RePEc:wbk:wbrwps:3793

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Related research
Keywords: Rural Poverty Reduction; Economic Theory&Research; Poverty Lines; Poverty Diagnostics; Technology Industry;

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This paper has been announced in the following NEP Reports: 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.:
  1. Elbers, Chris & Lanjouw, Jean O. & Lanjouw, Peter, 2002. "Micro-level estimation of welfare," Policy Research Working Paper Series 2911, The World Bank. [Downloadable!]
  2. Elbers, Chris & Lanjouw, Peter & Mistiaen, Johan & Özler, Berk & Simler, Kenneth, 2003. "Are neighbors equal?," FCND discussion papers 147, International Food Policy Research Institute (IFPRI). [Downloadable!]
    Other versions:
    • Elbers, Chris & Lanjouw, Peter & Mistiaen, Johan & Özler, Berk & Simler, Kenneth, 2003. "Are neighbors equal?," FCND briefs 147, International Food Policy Research Institute (IFPRI). [Downloadable!]
  3. David E. Sahn & David Stifel, 2003. "Exploring Alternative Measures of Welfare in the Absence of Expenditure Data," Review of Income and Wealth, Blackwell Publishing, vol. 49(4), pages 463-489, December. [Downloadable!] (restricted)
  4. UNICEF Innocenti Research Centre. MONEE project, 2003. "Social Monitor 2003," Innocenti Social Monitor 2, UNICEF Innocenti Research Centre. [Downloadable!]
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