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Spatial Income Inequality, Convergence, and Regional Development in a Lower Middle‐Income Country: Satellite Evidence from the Philippines

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  • Jesson A. Pagaduan

Abstract

This paper examines spatial income inequality and convergence in the Philippines—a lower middle‐income country with historically high inequality—and its course over the process of economic development. Combining higher quality nighttime lights (NTLs) with gridded population data, I construct subnational measures of spatial inequality for the 17 administrative regions in the country in the period 2000–2020. Using this unique dataset, I first document the tremendous improvement in income disparities over the last two decades. Income per capita across provinces has converged rapidly, and income dispersion within administrative regions has narrowed markedly. Then, I uncover a U‐shaped relationship between spatial inequality and economic development, which is robust; across alternative measures of inequality; to the outlier effects of highly urbanized cities; across parametric and semiparametric specifications; to business‐cycle effects; and to persistence of spatial inequality. Finally, I confirm that structural transformation acts as a transmission channel of this U‐shaped link.

Suggested Citation

  • Jesson A. Pagaduan, 2023. "Spatial Income Inequality, Convergence, and Regional Development in a Lower Middle‐Income Country: Satellite Evidence from the Philippines," The Developing Economies, Institute of Developing Economies, vol. 61(2), pages 117-154, June.
  • Handle: RePEc:bla:deveco:v:61:y:2023:i:2:p:117-154
    DOI: 10.1111/deve.12354
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    1. Lessmann, Christian & Seidel, André, 2017. "Regional inequality, convergence, and its determinants – A view from outer space," European Economic Review, Elsevier, vol. 92(C), pages 110-132.
    2. Lee, Yong Suk, 2018. "International isolation and regional inequality: Evidence from sanctions on North Korea," Journal of Urban Economics, Elsevier, vol. 103(C), pages 34-51.
    3. Young, Andrew T. & Higgins, Matthew J. & Levy, Daniel, 2008. "Sigma Convergence versus Beta Convergence: Evidence from U.S. County-Level Data," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 40(5), pages 1083-1093.
    4. Badi H. Baltagi & Dong Li, 2002. "Series Estimation of Partially Linear Panel Data Models with Fixed Effects," Annals of Economics and Finance, Society for AEF, vol. 3(1), pages 103-116, May.
    5. Lessmann, Christian, 2014. "Spatial inequality and development — Is there an inverted-U relationship?," Journal of Development Economics, Elsevier, vol. 106(C), pages 35-51.
    6. Takahiro Akita & Mark Saliganan Pagulayan, 2014. "Structural Changes And Interregional Income Inequality In The Philippines, 1975–2009," Review of Urban & Regional Development Studies, Wiley Blackwell, vol. 26(2), pages 135-154, July.
    7. Quah, D., 1990. "Galton'S Fallacy And The Tests Of The Convergence Hypothesis," Working papers 552, Massachusetts Institute of Technology (MIT), Department of Economics.
    8. Paul Krugman & Anthony J. Venables, 1995. "Globalization and the Inequality of Nations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 857-880.
    9. Mveyange,Anthony Francis, 2018. "Measuring and explaining patterns of Spatial Income Inequality from Outer Space : Evidence from Africa," Policy Research Working Paper Series 8484, The World Bank.
    10. repec:fth:iniesr:430 is not listed on IDEAS
    11. repec:hhs:iuiwop:430 is not listed on IDEAS
    12. John Gibson & Susan Olivia & Geua Boe‐Gibson, 2020. "Night Lights In Economics: Sources And Uses," Journal of Economic Surveys, Wiley Blackwell, vol. 34(5), pages 955-980, December.
    13. Brezis, Elise S & Krugman, Paul R & Tsiddon, Daniel, 1993. "Leapfrogging in International Competition: A Theory of Cycles in National Technological Leadership," American Economic Review, American Economic Association, vol. 83(5), pages 1211-1219, December.
    14. repec:lic:licosd:41920 is not listed on IDEAS
    15. ., 1995. "The Global Integration of Financial Markets," Chapters, in: BANKING, POLITICS AND GLOBAL FINANCE, chapter 4, pages 39-56, Edward Elgar Publishing.
    16. Arsenio M. Balisacan & Nobuhiko Fuwa, 2004. "Changes in Spatial Income Inequality in the Philippines: An Exploratory Analysis," WIDER Working Paper Series RP2004-34, World Institute for Development Economic Research (UNU-WIDER).
    17. Quah, Danny T., 1996. "Empirics for economic growth and convergence," European Economic Review, Elsevier, vol. 40(6), pages 1353-1375, June.
    18. Durlauf, Steven N., 2001. "Manifesto for a growth econometrics," Journal of Econometrics, Elsevier, vol. 100(1), pages 65-69, January.
    19. Keola, Souknilanh & Andersson, Magnus & Hall, Ola, 2015. "Monitoring Economic Development from Space: Using Nighttime Light and Land Cover Data to Measure Economic Growth," World Development, Elsevier, vol. 66(C), pages 322-334.
    20. Bibek Adhikari & Saroj Dhital, 2021. "Decentralization and regional convergence: Evidence from night‐time lights data," Economic Inquiry, Western Economic Association International, vol. 59(3), pages 1066-1088, July.
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