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Nutrition mapping in Tanzania: an exploratory analysis

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  • Simler, Kenneth R.

Abstract

"For effective decisionmaking, policymakers and program managers often need detailed information about the welfare of the population, including knowledge about which specific areas are most affected by poverty and undernutrition. Household sample surveys are an important source of information, yet because the typical sample size is only a few thousand observations, the information is only useful for inferences at high levels of aggregation, such as the nation or large regional units. In contrast, data sources with wider coverage, such as national censuses, rarely capture detailed information on welfare levels. Recently small-area estimation techniques have been applied to the study of poverty to produce estimates of poverty, or poverty maps, for small geographic units. This paper uses household survey and unit record census data from Tanzania to explore the possibility of applying small-area estimation methods to the study of children's nutritional status as measured by anthropometry. Overall, undernutrition models have had lower explanatory power than poverty models, which has important implications for the precision of the small-area estimates. The analysis finds that applying small-area estimation techniques to anthropometric data is feasible, although the relatively low explanatory power of the regressions does limit both the degree of disaggregation possible and the power to detect significant differences in undernutrition prevalence between districts and subdistricts. In the case of Tanzania, the nutrition mapping approach reveals considerable heterogeneity in nutritional status within regions and within districts. The most striking finding is the much lower levels of undernutrition in areas classified as urban, including relatively small district centers." Authors' Abstract

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Bibliographic Info

Paper provided by International Food Policy Research Institute (IFPRI) in its series FCND discussion papers with number 204.

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Date of creation: 2006
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Handle: RePEc:fpr:fcnddp:204

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Keywords: Nutrition mapping; malnutrition; Anthropometry; Small area estimation; Tanzania;

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References

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  1. Jolliffe, Dean, 2002. "Whose Education Matters in the Determination of Household Income? Evidence from a Developing Country," Economic Development and Cultural Change, University of Chicago Press, vol. 50(2), pages 287-312, January.
  2. Yamauchi, Futoshi, 2006. "Early childhood nutrition, schooling, and sibling inequality in a dynamic context: evidence from South Africa," FCND briefs 203, International Food Policy Research Institute (IFPRI).
  3. 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.
  4. Simler, Kenneth R. & Nhate, Virgulino, 2005. "Poverty, inequality, and geographic targeting," FCND briefs 192, International Food Policy Research Institute (IFPRI).
  5. Minot, Nicholas, 2000. "Generating Disaggregated Poverty Maps: An Application to Vietnam," World Development, Elsevier, vol. 28(2), pages 319-331, February.
  6. Haddad, Lawrence James & Adato, Michelle, 2001. "How effectively do public works programs transfer benefits to the poor?," FCND briefs 108, International Food Policy Research Institute (IFPRI).
  7. Channing Arndt & Robert C. James & Kenneth R. Simler, 2006. "Has Economic Growth in Mozambique been Pro-Poor?," Journal of African Economies, Centre for the Study of African Economies (CSAE), vol. 15(4), pages 571-602, December.
  8. Fujii, Tomoki, 2005. "Micro-level estimation of child malnutrition indicators and its application in Cambodia," Policy Research Working Paper Series 3662, The World Bank.
  9. Fafchamps, Marcel & Quisumbing, Agnes R., 1999. "Social roles, human capital, and the intrahousehold division of labor," FCND discussion papers 73, International Food Policy Research Institute (IFPRI).
  10. 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, World Bank Group, vol. 14(1), pages 147-65, January.
  11. Harold Alderman & Miriam Babita & Gabriel Demombynes & Nthabiseng Makhatha & Berk �zler, 2002. "How Low Can You Go? Combining Census and Survey Data for Mapping Poverty in South Africa," Journal of African Economies, Centre for the Study of African Economies (CSAE), vol. 11(2), pages 169-200, June.
  12. Gilligan, Daniel O. & Veiga, Alinne, 2003. "An Evaluation Of Geographic Targeting In Bolsa Alimentação In Brazil," 2003 Annual meeting, July 27-30, Montreal, Canada 21915, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
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Citations

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Cited by:
  1. Beatrice Lorge Rogers & James Wirth & Kathy Macías & Parke Wilde, 2007. "Mapping Hunger in Ecuador: A Report on Mapping Malnutrition Prevalence," Working Papers in Food Policy and Nutrition 9602, Friedman School of Nutrition Science and Policy.
  2. Benson, Todd, 2006. "Insights from poverty maps for development and food relief program targeting: an application to Malawi," FCND discussion papers 205, International Food Policy Research Institute (IFPRI).
  3. Beatrice Lorge Rogers & James Wirth & Kathy Macías & Parke Wilde, 2007. "Mapping Hunder: A Report on Mapping Malnutrition Prevalence in the Dominican Republic, Ecuador, and Panama," Working Papers in Food Policy and Nutrition 34, Friedman School of Nutrition Science and Policy.
  4. Claudio Agostini & Phillip Brown, 2007. "Local Distributional Effects of Government Cash Transfers in Chile," ILADES-Georgetown University Working Papers inv181, Ilades-Georgetown University, Universidad Alberto Hurtado/School of Economics and Bussines.
  5. Beatrice Lorge Rogers & James Wirth & Kathy Macías & Parke Wilde, 2007. "Mapping Hunder in Panama: A Report on Mapping Malnutrition Prevalence," Working Papers in Food Policy and Nutrition 35, Friedman School of Nutrition Science and Policy.
  6. Modrego, F. & Celis, X. & Berdegué, J., 2008. "Polarización étnica de los ingresos rurales en el sur de Chile," Working papers 015, Rimisp Latin American Center for Rural Development.
  7. Ecker, Olivier & Mabiso, Athur & Kennedy, Adam & Diao, Xinshen 22905, 2011. "Making agriculture pro-nutrition: Opportunities in Tanzania," IFPRI discussion papers 1124, International Food Policy Research Institute (IFPRI).

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