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Using Census Data to Explore the Spatial Distribution of Human Development

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  • Permanyer, Iñaki

Abstract

The Human Development Index (HDI) has been criticized for not incorporating distributional issues. We propose using census data to construct a municipal-based HDI that allows exploring the distribution of human development with unprecedented geographical coverage and detail. Moreover, we present a new methodology that allows decomposing overall human development inequality according to the contribution of its subcomponents. We illustrate our methodology for Mexico’s last three census rounds. Municipal-based human development has increased over time and inequality between municipalities has decreased. The wealth component has increasingly accounted for most of the existing inequality in human development during the last 20years.

Suggested Citation

  • Permanyer, Iñaki, 2013. "Using Census Data to Explore the Spatial Distribution of Human Development," World Development, Elsevier, vol. 46(C), pages 1-13.
  • Handle: RePEc:eee:wdevel:v:46:y:2013:i:c:p:1-13
    DOI: 10.1016/j.worlddev.2012.11.015
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    as
    1. Sabina Alkire, Maria Emma Santos, 2010. "Acute Multidimensional Poverty: A New Index for Developing Countries," OPHI Working Papers 38, Queen Elizabeth House, University of Oxford.
    2. Suman Seth, 2009. "Inequality, Interactions, and Human Development," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 10(3), pages 375-396.
    3. Grimm, Michael & Harttgen, Kenneth & Klasen, Stephan & Misselhorn, Mark, 2008. "A Human Development Index by Income Groups," World Development, Elsevier, vol. 36(12), pages 2527-2546, December.
    4. Kenny, Charles, 2005. "Why Are We Worried About Income? Nearly Everything that Matters is Converging," World Development, Elsevier, vol. 33(1), pages 1-19, January.
    5. Harold Alderman & Miriam Babita & Gabriel Demombynes & Nthabiseng Makhatha & Berk Özler, 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.
    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.
    7. Luc Anselin & Sanjeev Sridharan & Susan Gholston, 2007. "Using Exploratory Spatial Data Analysis to Leverage Social Indicator Databases: The Discovery of Interesting Patterns," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 82(2), pages 287-309, June.
    8. Anne Case & Christina Paxson & Joseph Ableidinger, 2004. "Orphans in Africa: parental death, poverty, and school enrollment," Demography, Springer;Population Association of America (PAA), vol. 41(3), pages 483-508, August.
    9. Iñaki Permanyer, 2011. "Assessing The Robustness Of Composite Indices Rankings," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 57(2), pages 306-326, June.
    10. Kenneth Harttgen & Stephan Klasen, 2011. "A Human Development Index by Internal Migrational Status," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 12(3), pages 393-424.
    11. Sahn, David E. & Stifel, David C., 2000. "Poverty Comparisons Over Time and Across Countries in Africa," World Development, Elsevier, vol. 28(12), pages 2123-2155, December.
    12. Deon Filmer & Kinnon Scott, 2012. "Assessing Asset Indices," Demography, Springer;Population Association of America (PAA), vol. 49(1), pages 359-392, February.
    13. Taylor, J. Edward, 1992. "Remittances and inequality reconsidered: Direct, indirect, and intertemporal effects," Journal of Policy Modeling, Elsevier, vol. 14(2), pages 187-208, April.
    14. López-Calva, Luis F. & Meléndez, Alvaro & Rascón, Ericka G. & Rodríguez-Chammusy, Lourdes & Székely, Miguel, 2005. "Poniendo al ingreso de los hogares en el mapa de México," EGAP Working Papers 2005-04, Tecnológico de Monterrey, Campus Ciudad de México.
    15. Hohmann, Sophie & Garenne, Michel, 2010. "Health and wealth in Uzbekistan and sub-Saharan Africa in comparative perspective," Economics & Human Biology, Elsevier, vol. 8(3), pages 346-360, December.
    16. Deon Filmer & Lant Pritchett, 2001. "Estimating Wealth Effects Without Expenditure Data—Or Tears: An Application To Educational Enrollments In States Of India," Demography, Springer;Population Association of America (PAA), vol. 38(1), pages 115-132, February.
    17. repec:pri:cheawb:case_paxson_orphansafrica is not listed on IDEAS
    18. Neumayer, Eric, 2001. "The human development index and sustainability -- a constructive proposal," Ecological Economics, Elsevier, vol. 39(1), pages 101-114, October.
    19. Laurens Cherchye & Erwin Ooghe & Tom Puyenbroeck, 2008. "Robust human development rankings," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 6(4), pages 287-321, December.
    20. Shawn F. Dorius, 2008. "Global Demographic Convergence? A Reconsideration of Changing Intercountry Inequality in Fertility," Population and Development Review, The Population Council, Inc., vol. 34(3), pages 519-537, September.
    21. repec:pri:rpdevs:case_paxson_orphansafrica.pdf is not listed on IDEAS
    22. Sabina Alkire, James Foster, 2010. "Designing the Inequality-Adjusted Human Development Index (HDI)," OPHI Working Papers 37, Queen Elizabeth House, University of Oxford.
    23. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    24. Shorrocks, A F, 1982. "Inequality Decomposition by Factor Components," Econometrica, Econometric Society, vol. 50(1), pages 193-211, January.
    25. Jeni Klugman & Francisco Rodríguez & Hyung-Jin Choi, 2011. "The HDI 2010: new controversies, old critiques," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 9(2), pages 249-288, June.
    26. 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.
    27. repec:pri:rpdevs:case_paxson_orphansafrica is not listed on IDEAS
    28. David E. Sahn & David Stifel, 2003. "Exploring Alternative Measures of Welfare in the Absence of Expenditure Data," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 49(4), pages 463-489, December.
    29. Tarozzi, Alessandro, 2011. "Can census data alone signal heterogeneity in the estimation of poverty maps?," Journal of Development Economics, Elsevier, vol. 95(2), pages 170-185, July.
    30. Crafts, Nicholas, 2002. "The human development index, 1870-1999: some revised estimates," LSE Research Online Documents on Economics 17436, London School of Economics and Political Science, LSE Library.
    31. Michael Grimm & Kenneth Harttgen & Stephan Klasen & Mark Misselhorn & Teresa Munzi & Timothy Smeeding, 2010. "Inequality in Human Development: An Empirical Assessment of 32 Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 97(2), pages 191-211, June.
    32. Crafts, Nicholas, 2002. "The Human Development Index, 1870–1999: Some revised estimates," European Review of Economic History, Cambridge University Press, vol. 6(3), pages 395-405, December.
    33. Stanislav Kolenikov & Gustavo Angeles, 2009. "Socioeconomic Status Measurement With Discrete Proxy Variables: Is Principal Component Analysis A Reliable Answer?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 55(1), pages 128-165, March.
    34. Mark Montgomery & Michele Gragnolati & Kathleen Burke & Edmundo Paredes, 2000. "Measuring living standards with proxy variables," Demography, Springer;Population Association of America (PAA), vol. 37(2), pages 155-174, May.
    35. Sagar, Ambuj D. & Najam, Adil, 1998. "The human development index: a critical review," Ecological Economics, Elsevier, vol. 25(3), pages 249-264, June.
    36. Maria Cancian & Deborah Reed, 1998. "Assessing The Effects Of Wives' Earnings On Family Income Inequality," The Review of Economics and Statistics, MIT Press, vol. 80(1), pages 73-79, February.
    37. James Foster & Luis Lopez-Calva & Miguel Szekely, 2005. "Measuring the Distribution of Human Development: methodology and an application to Mexico," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 6(1), pages 5-25.
    38. Thomas Reardon & J. Edward Taylor & Kostas Stamoulis & Peter Lanjouw & Arsenio Balisacan, 2000. "Effects of Non‐Farm Employment on Rural Income Inequality in Developing Countries: An Investment Perspective," Journal of Agricultural Economics, Wiley Blackwell, vol. 51(2), pages 266-288, May.
    39. Maria Cancian & Deborah Reed, 1999. "The impact of wives’ earnings on income inequality: Issues and estimates," Demography, Springer;Population Association of America (PAA), vol. 36(2), pages 173-184, May.
    40. David McKenzie, 2005. "Measuring inequality with asset indicators," Journal of Population Economics, Springer;European Society for Population Economics, vol. 18(2), pages 229-260, June.
    41. Lerman, Robert I & Yitzhaki, Shlomo, 1985. "Income Inequality Effects by Income," The Review of Economics and Statistics, MIT Press, vol. 67(1), pages 151-156, February.
    42. repec:pri:cheawb:case_paxson_orphansafrica.pdf is not listed on IDEAS
    43. J. Taylor & T.J. Wyatt, 1996. "The shadow value of migrant remittances, income and inequality in a household‐farm economy," Journal of Development Studies, Taylor & Francis Journals, vol. 32(6), pages 899-912.
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    2. Permanyer, Iñaki, 2014. "Assessing individuals' deprivation in a multidimensional framework," Journal of Development Economics, Elsevier, vol. 109(C), pages 1-16.
    3. Carlos Villalobos Barría & Stephan Klasen & Sebastian Vollmer, 2016. "The Distribution Dynamics of Human Development in Mexico 1990–2010," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 62(S1), pages 47-67, August.
    4. Ganlin Huang & Yaqiong Jiang, 2017. "Urbanization and Socioeconomic Development in Inner Mongolia in 2000 and 2010: A GIS Analysis," Sustainability, MDPI, vol. 9(2), pages 1-11, February.
    5. Channing Arndt & Azhar M. Hussain & Vincenzo Salvucci & Finn Tarp & Lars Peter Østerdal, 2016. "Poverty Mapping Based on First‐Order Dominance with an Example from Mozambique," Journal of International Development, John Wiley & Sons, Ltd., vol. 28(1), pages 3-21, January.
    6. Iñaki Permanyer, 2016. "Measuring Achievement and Shortfall Improvements in a Consistent Way," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 62(4), pages 758-774, December.
    7. Medda, Tiziana & Palmisano, Flaviana & Sacchi, Agnese, 2022. "Informal we stand? The role of social progress around the world," International Review of Economics & Finance, Elsevier, vol. 78(C), pages 660-675.
    8. Iñaki Permanyer & Nicolai Suppa, 2022. "Racing ahead or lagging behind? Territorial cohesion in human development around the globe," Regional Studies, Taylor & Francis Journals, vol. 56(12), pages 2086-2101, December.
    9. Liu, Chia & Esteve, Albert & Treviño, Rocío, 2017. "Female-Headed Households and Living Conditions in Latin America," World Development, Elsevier, vol. 90(C), pages 311-328.
    10. Kashif Imran & Evelyn S. Devadason & Cheong Kee Cheok, 2019. "Developmental Impacts of Remittances on Migrant-Sending Households: Micro-Level Evidence from Punjab, Pakistan," Journal of South Asian Development, , vol. 14(3), pages 338-366, December.
    11. Iñaki Permanyer & Jeroen Smits, 2020. "Inequality in Human Development across the Globe," Population and Development Review, The Population Council, Inc., vol. 46(3), pages 583-601, September.

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