IDEAS home Printed from https://ideas.repec.org/p/unu/wpaper/wp-2015-102.html
   My bibliography  Save this paper

Poverty decomposition by regression: An application to Tanzania

Author

Listed:
  • Tomoki Fujii

Abstract

We develop a poverty decomposition method that is based on a consumption regression model. Because this method uses an integral of the partial derivatives of a poverty measure with respect to time, the resulting poverty decomposition satisfies time-reversion consistency and sub-period additivity. Unlike the existing poverty decomposition methods, it allows us to ascribe the observed change in poverty to various covariates of interest collected at a disaggregate level.

Suggested Citation

  • Tomoki Fujii, 2015. "Poverty decomposition by regression: An application to Tanzania," WIDER Working Paper Series wp-2015-102, World Institute for Development Economic Research (UNU-WIDER).
    • Handle: RePEc:unu:wpaper:wp-2015-102
    as

    Download full text from publisher

    File URL: https://www.wider.unu.edu/sites/default/files/wp2015-102-.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Peters, Jörg & Vance, Colin & Harsdorff, Marek, 2011. "Grid Extension in Rural Benin: Micro-Manufacturers and the Electrification Trap," World Development, Elsevier, vol. 39(5), pages 773-783, May.
    2. Gramlich, Edward M, 1994. "Infrastructure Investment: A Review Essay," Journal of Economic Literature, American Economic Association, vol. 32(3), pages 1176-1196, September.
    3. Taryn Dinkelman, 2011. "The Effects of Rural Electrification on Employment: New Evidence from South Africa," American Economic Review, American Economic Association, vol. 101(7), pages 3078-3108, December.
    4. Foster, James & Greer, Joel & Thorbecke, Erik, 1984. "A Class of Decomposable Poverty Measures," Econometrica, Econometric Society, vol. 52(3), pages 761-766, May.
    5. O. Ashenfelter & D. Card (ed.), 2011. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 4, number 4.
    6. O. Ashenfelter & D. Card (ed.), 2011. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 4, number 5.
    7. Stephane Straub, 2011. "Infrastructure and Development: A Critical Appraisal of the Macro-level Literature," Journal of Development Studies, Taylor & Francis Journals, vol. 47(5), pages 683-708.
    8. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 1, pages 1-102, Elsevier.
    9. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    10. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    11. Grogan, Louise & Sadanand, Asha, 2013. "Rural Electrification and Employment in Poor Countries: Evidence from Nicaragua," World Development, Elsevier, vol. 43(C), pages 252-265.
    12. Banerjee, Abhijit & Duflo, Esther & Qian, Nancy, 2020. "On the road: Access to transportation infrastructure and economic growth in China," Journal of Development Economics, Elsevier, vol. 145(C).
    13. Fujii, Tomoki, 2017. "Dynamic Poverty Decomposition Analysis: An Application to the Philippines," World Development, Elsevier, vol. 100(C), pages 69-84.
    14. L. R. Jain & Suresh D. Tendulkar, 1990. "Role of Growth and Distribution in the Observed Change in Headcount Ratio Measure of Poverty: A Decomposition Exercise for India," Indian Economic Review, Department of Economics, Delhi School of Economics, vol. 25(2), pages 165-205, July.
    15. Lars-Hendrik Roller & Leonard Waverman, 2001. "Telecommunications Infrastructure and Economic Development: A Simultaneous Approach," American Economic Review, American Economic Association, vol. 91(4), pages 909-923, September.
    16. Datt, Gaurav & Ravallion, Martin, 1992. "Growth and redistribution components of changes in poverty measures : A decomposition with applications to Brazil and India in the 1980s," Journal of Development Economics, Elsevier, vol. 38(2), pages 275-295, April.
    17. Rud, Juan Pablo, 2012. "Electricity provision and industrial development: Evidence from India," Journal of Development Economics, Elsevier, vol. 97(2), pages 352-367.
    18. Stanislav Kolenikov & Anthony Shorrocks, 2005. "A Decomposition Analysis of Regional Poverty in Russia," Review of Development Economics, Wiley Blackwell, vol. 9(1), pages 25-46, February.
    19. Molly Lipscomb & A. Mushfiq Mobarak & Tania Barham, 2013. "Development Effects of Electrification: Evidence from the Topographic Placement of Hydropower Plants in Brazil," American Economic Journal: Applied Economics, American Economic Association, vol. 5(2), pages 200-231, April.
    20. 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.
    21. John G. Fernald, 1999. "Roads to Prosperity? Assessing the Link between Public Capital and Productivity," American Economic Review, American Economic Association, vol. 89(3), pages 619-638, June.
    22. Anthony Shorrocks, 2013. "Decomposition procedures for distributional analysis: a unified framework based on the Shapley value," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 11(1), pages 99-126, March.
    23. Ravallion, Martin & Huppi, Monika, 1991. "Measuring Changes in Poverty: A Methodological Case Study of Indonesia during an Adjustment Period," The World Bank Economic Review, World Bank, vol. 5(1), pages 57-82, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Tomoki Fujii, 2018. "Has the development gap between the ethnic minority and majority groups narrowed in Vietnam?: Evidence from household surveys," The World Economy, Wiley Blackwell, vol. 41(8), pages 2067-2101, August.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Fujii Tomoki, 2015. "Poverty decomposition by regression," WIDER Working Paper Series 102, World Institute for Development Economic Research (UNU-WIDER).
    2. Fujii, Tomoki, 2017. "Dynamic Poverty Decomposition Analysis: An Application to the Philippines," World Development, Elsevier, vol. 100(C), pages 69-84.
    3. Fujii, Tomoki & Shonchoy, Abu S., 2020. "Fertility and rural electrification in Bangladesh," Journal of Development Economics, Elsevier, vol. 143(C).
    4. Sırma Şeker & Stephen Jenkins, 2015. "Poverty trends in Turkey," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 13(3), pages 401-424, September.
    5. Wei Zou & Xiaopei Cheng & Zengzeng Fan & Chuhao Lin, 2023. "Measuring and Decomposing Relative Poverty in China," Land, MDPI, vol. 12(2), pages 1-24, January.
    6. Sonja C. Kassenboehmer & Mathias G. Sinning, 2014. "Distributional Changes in the Gender Wage Gap," ILR Review, Cornell University, ILR School, vol. 67(2), pages 335-361, April.
    7. Jörg Schwiebert, 2015. "A detailed decomposition for nonlinear econometric models," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 13(1), pages 53-67, March.
    8. Simone Tagliapietra & Giovanni Occhiali & Enrico Nano & Robert Kalcik, 2020. "The impact of electrification on labour market outcomes in Nigeria," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 37(3), pages 737-779, October.
    9. Essama-Nssah, B., 2012. "Identification of sources of variation in poverty outcomes," Policy Research Working Paper Series 5954, The World Bank.
    10. Katie Meara & Francesco Pastore & Allan Webster, 2020. "The gender pay gap in the USA: a matching study," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(1), pages 271-305, January.
    11. Fujii, Tomoki & Shonchoy, Abu S. & Xu, Sijia, 2018. "Impact of Electrification on Children’s Nutritional Status in Rural Bangladesh," World Development, Elsevier, vol. 102(C), pages 315-330.
    12. Böheim, René & Himpele, Klemens & Mahringer, Helmut & Zulehner, Christine, 2013. "The distribution of the gender wage gap in Austria : evidence from matched employer-employee data and tax records," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 46(1), pages 19-34.
    13. Rulof Burger & Rachel Jafta & Dieter von Fintel, 2016. "Affirmative action policies and the evolution of post-apartheid South Africa's racial wage gap," WIDER Working Paper Series 066, World Institute for Development Economic Research (UNU-WIDER).
    14. Juan Acosta-Ballesteros & María del Pilar Osorno-del Rosal & Olga María Rodríguez-Rodríguez, 2021. "Measuring the effect of gender segregation on the gender gap in time-related underemployment," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 55(1), pages 1-16, December.
    15. Florent Dubois & Christophe Muller, 2017. "Decomposing Well-being Measures in South Africa: The Contribution of Residential Segregation to Income Distribution," AMSE Working Papers 1719, Aix-Marseille School of Economics, France.
    16. Daniel S. J. Lechmann, 2015. "Can working conditions explain the return-to-entrepreneurship puzzle? [Können Arbeitsbedingungen das „return-to-entrepreneurship puzzle“ erklären?]," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 48(4), pages 271-286, December.
    17. Richey, Jeremiah & Rosburg, Alicia, 2016. "Understanding intergenerational economic mobility by decomposing joint distributions," MPRA Paper 72665, University Library of Munich, Germany.
    18. Rulof Burger & Rachel Jafta & Dieter von Fintel, 2016. "Affirmative action policies and the evolution of post-apartheid South Africa's racial wage gap," WIDER Working Paper Series wp-2016-66, World Institute for Development Economic Research (UNU-WIDER).
    19. Grandner, Thomas & Gstach, Dieter, 2012. "Decomposing wage discrimination in Germany and Austria with counterfactual densities," Department of Economics Working Paper Series 145, WU Vienna University of Economics and Business.
    20. Myeong-Su Yun & Eric S. Lin, 2015. "Alternative Estimator for Industrial Gender Wage Gaps: A Normalized Regression Approach," Pacific Economic Review, Wiley Blackwell, vol. 20(4), pages 569-587, October.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:unu:wpaper:wp-2015-102. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Siméon Rapin (email available below). General contact details of provider: https://edirc.repec.org/data/widerfi.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.