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Regional Inequality, Convergence, and its Determinants - A View from Outer Space

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  • Christian Lessmann
  • André Seidel
Abstract
This paper provides a new data set of regional income inequalities within countries based on satellite nighttime light data. We first empirically study the relationship between luminosity data and regional incomes for those countries where regional income data are available. We subsequently use our estimation results for an out-ofsample prediction of regional incomes based on the luminosity data, which allows us to investigate regional income differentials in developing countries as well, where official income data are lacking. Based on the predicted incomes, we calculate commonly used measures of regional inequality within countries. Investigating changes in the dispersion of regional incomes over time reveals that approximately 71-80% of all countries face sigma-convergence. Finally, we study different major determinants of the level of regional inequality based on cross-section data. Panel regressions investigate the within-country changes in inequality, i.e., the determinants of the convergence process. We find evidence for an N-shaped relationship between development and regional inequality. Geography, mobility and trade openness are also highly important.

Suggested Citation

  • Christian Lessmann & André Seidel, 2015. "Regional Inequality, Convergence, and its Determinants - A View from Outer Space," CESifo Working Paper Series 5322, CESifo.
  • Handle: RePEc:ces:ceswps:_5322
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    1. Andrés Rodríguez-Pose, 2012. "Trade and Regional Inequality," Economic Geography, Taylor & Francis Journals, vol. 88(2), pages 109-136, April.
    2. Alberto Alesina & Stelios Michalopoulos & Elias Papaioannou, 2016. "Ethnic Inequality," Journal of Political Economy, University of Chicago Press, vol. 124(2), pages 428-488.
    3. Alesina, Alberto & Devleeschauwer, Arnaud & Easterly, William & Kurlat, Sergio & Wacziarg, Romain, 2003. "Fractionalization," Journal of Economic Growth, Springer, vol. 8(2), pages 155-194, June.
    4. 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.
    5. Elias Papaioannou, 2014. "National Institutions and Subnational Development in Africa," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 151-213.
    6. Robert J. Barro, 2013. "Inflation and Economic Growth," Annals of Economics and Finance, Society for AEF, vol. 14(1), pages 121-144, May.
    7. Lessmann, Christian & Markwardt, Gunther, 2016. "Aid, Growth, and Devolution: Considering Aid Modality and Different Types of Decentralization," World Development, Elsevier, vol. 84(C), pages 118-130.
    8. Anke S. Kessler & Nico A. Hansen & Christian Lessmann, 2011. "Interregional Redistribution and Mobility in Federations: A Positive Approach," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 78(4), pages 1345-1378.
    9. Fleisher, Belton & Li, Haizheng & Zhao, Min Qiang, 2010. "Human capital, economic growth, and regional inequality in China," Journal of Development Economics, Elsevier, vol. 92(2), pages 215-231, July.
    10. Bluhm, Richard & Krause, Melanie, 2022. "Top lights: Bright cities and their contribution to economic development," Journal of Development Economics, Elsevier, vol. 157(C).
    11. Ezcurra, Roberto & Rodríguez-Pose, Andrés, 2013. "Does Economic Globalization affect Regional Inequality? A Cross-country Analysis," World Development, Elsevier, vol. 52(C), pages 92-103.
    12. Daron Acemoglu & Simon Johnson & James A. Robinson, 2001. "The Colonial Origins of Comparative Development: An Empirical Investigation," American Economic Review, American Economic Association, vol. 91(5), pages 1369-1401, December.
    13. Anthony Mveyange, 2015. "Night lights and regional income inequality in Africa," WIDER Working Paper Series 085, World Institute for Development Economic Research (UNU-WIDER).
    14. Lessmann, Christian, 2014. "Spatial inequality and development — Is there an inverted-U relationship?," Journal of Development Economics, Elsevier, vol. 106(C), pages 35-51.
    15. Christian Lessmann, 2012. "Regional Inequality and Decentralization: An Empirical Analysis," Environment and Planning A, , vol. 44(6), pages 1363-1388, June.
    16. Amos, Orley Jr., 1988. "Unbalanced regional growth and regional income inequality in the latter stages of development," Regional Science and Urban Economics, Elsevier, vol. 18(4), pages 549-566, November.
    17. Krugman, Paul & Elizondo, Raul Livas, 1996. "Trade policy and the Third World metropolis," Journal of Development Economics, Elsevier, vol. 49(1), pages 137-150, April.
    18. John Whalley & Xiliang Zhao, 2010. "The Contribution of Human Capital to China's Economic Growth," NBER Working Papers 16592, National Bureau of Economic Research, Inc.
    19. Barrios, Salvador & Strobl, Eric, 2009. "The dynamics of regional inequalities," Regional Science and Urban Economics, Elsevier, vol. 39(5), pages 575-591, September.
    20. Lehmann Robert & Wohlrabe Klaus, 2015. "Forecasting GDP at the Regional Level with Many Predictors," German Economic Review, De Gruyter, vol. 16(2), pages 226-254, May.
    21. J Vernon Henderson & Tim Squires & Adam Storeygard & David Weil, 2018. "The Global Distribution of Economic Activity: Nature, History, and the Role of Trade1," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(1), pages 357-406.
    22. Lessmann, Christian & Markwardt, Gunther, 2012. "Aid, Growth and Devolution," World Development, Elsevier, vol. 40(9), pages 1723-1749.
    23. Andrés Rodríguez-Pose & Roberto Ezcurra, 2010. "Does decentralization matter for regional disparities? A cross-country analysis," Journal of Economic Geography, Oxford University Press, vol. 10(5), pages 619-644, September.
    24. Kanbur, Ravi & Venables, Anthony J. (ed.), 2005. "Spatial Inequality and Development," OUP Catalogue, Oxford University Press, number 9780199278633.
    25. William Easterly & Ross Levine, 1997. "Africa's Growth Tragedy: Policies and Ethnic Divisions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(4), pages 1203-1250.
    26. Nicola Gennaioli & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2013. "Human Capital and Regional Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 105-164.
    27. Nicola Gennaioli & Rafael La Porta & Florencio Lopez De Silanes & Andrei Shleifer, 2014. "Growth in regions," Journal of Economic Growth, Springer, vol. 19(3), pages 259-309, September.
      • Nicola Gennaioli & Rafael LaPorta & Florencio Lopez-de-Silanes & Andrei Shleifer, "undated". "Growth in Regions," Working Paper 73436, Harvard University OpenScholar.
      • Nicola Gennaioli & Rafael La Porta & Florencio Lopez de Silanes & Andrei Shleifer, 2013. "Growth in Regions," NBER Working Papers 18937, National Bureau of Economic Research, Inc.
    28. Frances Stewart, 2000. "Crisis Prevention: Tackling Horizontal Inequalities," Oxford Development Studies, Taylor & Francis Journals, vol. 28(3), pages 245-262.
    29. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    30. Borensztein, E. & De Gregorio, J. & Lee, J-W., 1998. "How does foreign direct investment affect economic growth?1," Journal of International Economics, Elsevier, vol. 45(1), pages 115-135, June.
    31. Koch, Dirk-Jan & Dreher, Axel & Nunnenkamp, Peter & Thiele, Rainer, 2009. "Keeping a Low Profile: What Determines the Allocation of Aid by Non-Governmental Organizations?," World Development, Elsevier, vol. 37(5), pages 902-918, May.
    32. Stelios Michalopoulos, 2012. "The Origins of Ethnolinguistic Diversity," American Economic Review, American Economic Association, vol. 102(4), pages 1508-1539, June.
    33. Christian Lessmann, 2009. "Fiscal Decentralization and Regional Disparity: Evidence from Cross-Section and Panel Data," Environment and Planning A, , vol. 41(10), pages 2455-2473, October.
    34. Adam Storeygard, 2016. "Farther on down the Road: Transport Costs, Trade and Urban Growth in Sub-Saharan Africa," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(3), pages 1263-1295.
    35. William Nordhaus & Xi Chen, 2015. "A sharper image? Estimates of the precision of nighttime lights as a proxy for economic statistics," Journal of Economic Geography, Oxford University Press, vol. 15(1), pages 217-246.
    36. Besley, Timothy & Reynal-Querol, Marta, 2014. "The Legacy of Historical Conflict: Evidence from Africa," American Political Science Review, Cambridge University Press, vol. 108(2), pages 319-336, May.
    37. J. Vernon Henderson & Adam Storeygard & David N. Weil, 2012. "Measuring Economic Growth from Outer Space," American Economic Review, American Economic Association, vol. 102(2), pages 994-1028, April.
    38. Anthony Mveyange, 2015. "Night lights and regional income inequality in Africa," WIDER Working Paper Series wp-2015-085, World Institute for Development Economic Research (UNU-WIDER).
    39. 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.
    40. Daron Acemoglu & Simon Johnson & James A. Robinson, 2002. "Reversal of Fortune: Geography and Institutions in the Making of the Modern World Income Distribution," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(4), pages 1231-1294.
    41. Christian Lessmann, 2012. "Regional inequality and decentralization: an empirical analysis," Environment and Planning A, Pion Ltd, London, vol. 44(6), pages 1363-1388, June.
    42. Yingyi Qian & Barry R. Weingast, 1997. "Federalism as a Commitment to Reserving Market Incentives," Journal of Economic Perspectives, American Economic Association, vol. 11(4), pages 83-92, Fall.
    43. Roberto Ezcurra & Andrés Rodríguez-Pose, 2014. "Government Quality and Spatial Inequality: A Cross-Country Analysis," Environment and Planning A, , vol. 46(7), pages 1732-1753, July.
    44. Becker, Sascha O. & Egger, Peter H. & von Ehrlich, Maximilian, 2010. "Going NUTS: The effect of EU Structural Funds on regional performance," Journal of Public Economics, Elsevier, vol. 94(9-10), pages 578-590, October.
    45. Christian Lessmann, 2016. "Regional Inequality and Internal Conflict," German Economic Review, Verein für Socialpolitik, vol. 17(2), pages 157-191, May.
    46. Sachs, Jeffrey D. & Warner, Andrew M., 1999. "The big push, natural resource booms and growth," Journal of Development Economics, Elsevier, vol. 59(1), pages 43-76, June.
    47. Xavier Sala-I-Martin, 1997. "Transfers, Social Safety Nets, and Economic Growth," IMF Staff Papers, Palgrave Macmillan, vol. 44(1), pages 81-102, March.
    48. Baldwin, Richard E. & Krugman, Paul, 2004. "Agglomeration, integration and tax harmonisation," European Economic Review, Elsevier, vol. 48(1), pages 1-23, February.
    49. Hirte, Georg & Leßmann, Christian, 2014. "Trade, Integration and Interregional Inequality," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100610, Verein für Socialpolitik / German Economic Association.
    50. Cowell, F.A., 2000. "Measurement of inequality," Handbook of Income Distribution, in: A.B. Atkinson & F. Bourguignon (ed.), Handbook of Income Distribution, edition 1, volume 1, chapter 2, pages 87-166, Elsevier.
    51. Robert J. Barro & Xavier Sala-i-Martin, 1991. "Convergence across States and Regions," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 22(1), pages 107-182.
    52. Rodney Ramcharan, 2009. "Why an economic core: domestic transport costs," Journal of Economic Geography, Oxford University Press, vol. 9(4), pages 559-581, July.
    53. David Dollar & Craig Burnside, 2000. "Aid, Policies, and Growth," American Economic Review, American Economic Association, vol. 90(4), pages 847-868, September.
    54. Ravi Kanbur, 2005. "Spatial Inequality and Development: Overview of UNU-WIDER Project," Working Papers id:215, eSocialSciences.
    55. Shankar, Raja & Shah, Anwar, 2003. "Bridging the Economic Divide Within Countries: A Scorecard on the Performance of Regional Policies in Reducing Regional Income Disparities," World Development, Elsevier, vol. 31(8), pages 1421-1441, August.
    56. Johnson, Simon & Larson, William & Papageorgiou, Chris & Subramanian, Arvind, 2013. "Is newer better? Penn World Table Revisions and their impact on growth estimates," Journal of Monetary Economics, Elsevier, vol. 60(2), pages 255-274.
    57. Raul Silveira‐Neto & Carlos R. Azzoni, 2006. "Location and regional income disparity dynamics: The Brazilian case," Papers in Regional Science, Wiley Blackwell, vol. 85(4), pages 599-613, November.
    58. Melissa Dell, 2010. "The Persistent Effects of Peru's Mining Mita," Econometrica, Econometric Society, vol. 78(6), pages 1863-1903, November.
    59. Rodriguez-Pose, Andres & Gill, Nicholas, 2006. "How does trade affect regional disparities?," World Development, Elsevier, vol. 34(7), pages 1201-1222, July.
    60. William Easterly, 2003. "Can Foreign Aid Buy Growth?," Journal of Economic Perspectives, American Economic Association, vol. 17(3), pages 23-48, Summer.
    61. Nils B. Weidmann & Jan Ketil Roslashd & Lars-Erik Cederman, 2010. "Representing ethnic groups in space: A new dataset," Journal of Peace Research, Peace Research Institute Oslo, vol. 47(4), pages 491-499, July.
    62. Friedman, Milton, 1992. "Do Old Fallacies Ever Die?," Journal of Economic Literature, American Economic Association, vol. 30(4), pages 2129-2132, December.
    63. Lessmann, Christian, 2013. "Foreign direct investment and regional inequality: A panel data analysis," China Economic Review, Elsevier, vol. 24(C), pages 129-149.
    64. Atkinson, Anthony B., 1970. "On the measurement of inequality," Journal of Economic Theory, Elsevier, vol. 2(3), pages 244-263, September.
    65. Christa Deiwiks & Lars-Erik Cederman & Kristian Skrede Gleditsch, 2012. "Inequality and conflict in federations," Journal of Peace Research, Peace Research Institute Oslo, vol. 49(2), pages 289-304, March.
    66. Madhusudan Ghosh, 2008. "Economic Reforms, Growth and Regional Divergence in India," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 2(3), pages 265-285, August.
    67. Conley, T. G., 1999. "GMM estimation with cross sectional dependence," Journal of Econometrics, Elsevier, vol. 92(1), pages 1-45, September.
    68. 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.
    69. Alberto F. Ades & Edward L. Glaeser, 1995. "Trade and Circuses: Explaining Urban Giants," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(1), pages 195-227.
    70. Ravi Kanbur & Tony Venables, 2005. "Introduction: Spatial inequality and development," Journal of Economic Geography, Oxford University Press, vol. 5(1), pages 1-2, January.
    71. Barro, Robert J & Sala-i-Martin, Xavier, 1992. "Convergence," Journal of Political Economy, University of Chicago Press, vol. 100(2), pages 223-251, April.
    72. Roland Hodler & Paul A. Raschky, 2014. "Regional Favoritism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 995-1033.
    73. Georg Hirte & Christian Lessmann, 2014. "Trade and Interregional Inequality," ERSA conference papers ersa14p304, European Regional Science Association.
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    More about this item

    Keywords

    regional inequality; spatial inequality; sigma convergence; panel data; luminosity data; economic development; trade; ethnic fractionalization;
    All these keywords.

    JEL classification:

    • D30 - Microeconomics - - Distribution - - - General
    • E01 - Macroeconomics and Monetary Economics - - General - - - Measurement and Data on National Income and Product Accounts and Wealth; Environmental Accounts
    • E23 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Production
    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • O57 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Comparative Studies of Countries
    • R10 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - General

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