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Spatial Patterns of Development: A Meso Approach

Author

Listed:
  • Michalopoulos, Stelios

    (Federal Reserve Bank of Minneapolis)

  • Papaioannou, Elias

    (London Business School)

Abstract

Over the last two decades, the literature on comparative development has moved from country-level to within-country analyses. The questions asked have expanded, as economists have used satellite images of light density at night and other big spatial data to proxy for development at the desired level. The focus has also shifted from uncovering correlations to identifying causal relations, using elaborate econometric techniques including spatial regression discontinuity designs. In this survey we show how the combination of geographic information systems with insights from disciplines ranging from the earth sciences to linguistics and history has transformed the research landscape on the roots of the spatial patterns of development. We discuss the limitations of the luminosity data and associated econometric techniques and conclude by offering some thoughts on future research.

Suggested Citation

  • Michalopoulos, Stelios & Papaioannou, Elias, 2017. "Spatial Patterns of Development: A Meso Approach," Working Papers 4, Federal Reserve Bank of Minneapolis, Opportunity and Inclusive Growth Institute.
  • Handle: RePEc:fip:fedmoi:0004
    DOI: 10.21034/iwp.4
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    References listed on IDEAS

    as
    1. Michalopoulos, Stelios & Putterman, Louis & Weil, David, 2016. "The Influence of Ancestral Lifeways on Individual Economic Outcomes in Sub-Saharan Africa," CEPR Discussion Papers 11366, C.E.P.R. Discussion Papers.
    2. repec:sae:joupea:v:54:y:2017:i:2:p:125-140 is not listed on IDEAS
    3. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, Oxford University Press, vol. 114(1), pages 83-116.
    4. Robert A. Margo, 2017. "The Integration of Economic History into Economics," NBER Working Papers 23538, National Bureau of Economic Research, Inc.
    5. Nathan Nunn & Diego Puga, 2012. "Ruggedness: The Blessing of Bad Geography in Africa," The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 20-36, February.
    6. Mayshary, Joram & Moav, Omer & Neeman, Zvika & Pascali, Luigi, 2015. "Cereals Appropriability and Hierarchy," CAGE Online Working Paper Series 238, Competitive Advantage in the Global Economy (CAGE).
    7. Jeanet Bentzen & Jacob Gerner Hariri & James A. Robinson, 2014. "The Indigenous Roots of Representative Democracy," Discussion Papers 14-30, University of Copenhagen. Department of Economics.
    8. 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.
    9. Duflo, Esther & Glennerster, Rachel & Kremer, Michael, 2008. "Using Randomization in Development Economics Research: A Toolkit," Handbook of Development Economics, Elsevier.
    10. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, Oxford University Press, vol. 106(2), pages 407-443.
    11. Oded Galor & Joseph Zeira, 1993. "Income Distribution and Macroeconomics," Review of Economic Studies, Oxford University Press, vol. 60(1), pages 35-52.
    12. Dave Donaldson & Richard Hornbeck, 2016. "Railroads and American Economic Growth: A "Market Access" Approach," The Quarterly Journal of Economics, Oxford University Press, vol. 131(2), pages 799-858.
    13. Andrew Dickens, 2018. "Ethnolinguistic Favoritism in African Politics," American Economic Journal: Applied Economics, American Economic Association, vol. 10(3), pages 370-402, July.
    14. Carl-Johan Dalgaard & Anne Sofie B. Knudsen & Pablo Selaya, 2015. "The Bounty of the Sea and Long-Run Development," CESifo Working Paper Series 5547, CESifo Group Munich.
    15. Antonio Ciccone & Marek Jarociński, 2010. "Determinants of Economic Growth: Will Data Tell?," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(4), pages 222-246, October.
    16. Rappaport, Jordan & Sachs, Jeffrey D, 2003. "The United States as a Coastal Nation," Journal of Economic Growth, Springer, vol. 8(1), pages 5-46, March.
    17. William Easterly & Ross Levine, 1997. "Africa's Growth Tragedy: Policies and Ethnic Divisions," The Quarterly Journal of Economics, Oxford University Press, vol. 112(4), pages 1203-1250.
    18. Oded Galor & Omer Ozak, 2015. "Land Productivity and Economic Development: Caloric Suitability vs. Agricultural Suitability," Working Papers 2015-5, Brown University, Department of Economics.
    19. Banerjee, Abhijit V & Newman, Andrew F, 1993. "Occupational Choice and the Process of Development," Journal of Political Economy, University of Chicago Press, vol. 101(2), pages 274-298, April.
    20. Marco Manacorda & Andrea Tesei, 2016. "Liberation Technology: Mobile Phones and Political Mobilization in Africa," HiCN Working Papers 217, Households in Conflict Network.
    21. Alberto Alesina & Paola Giuliano & Nathan Nunn, 2013. "On the Origins of Gender Roles: Women and the Plough," The Quarterly Journal of Economics, Oxford University Press, vol. 128(2), pages 469-530.
    22. Nicola Gennaioli & Ilia Rainer, 2007. "The modern impact of precolonial centralization in Africa," Journal of Economic Growth, Springer, vol. 12(3), pages 185-234, September.
    23. Costas Arkolakis & Arnaud Costinot & Andres Rodriguez-Clare, 2012. "New Trade Models, Same Old Gains?," American Economic Review, American Economic Association, vol. 102(1), pages 94-130, February.
    24. Melissa Dell & Nathaniel Lane & Pablo Querubin, 2017. "The Historical State, Local Collective Action, and Economic Development in Vietnam," NBER Working Papers 23208, National Bureau of Economic Research, Inc.
    25. Treb Allen & Costas Arkolakis, 2014. "Trade and the Topography of the Spatial Economy," The Quarterly Journal of Economics, Oxford University Press, vol. 129(3), pages 1085-1140.
    26. Osafo-Kwaako, Philip & Robinson, James A., 2013. "Political centralization in pre-colonial Africa," Journal of Comparative Economics, Elsevier, vol. 41(1), pages 6-21.
    27. Daron Acemoglu & Camilo García-Jimeno & James A. Robinson, 2015. "State Capacity and Economic Development: A Network Approach," American Economic Review, American Economic Association, vol. 105(8), pages 2364-2409, August.
    28. Besley, Timothy & Reynal-Querol, Marta, 2014. "The Legacy of Historical Conflict: Evidence from Africa," American Political Science Review, Cambridge University Press, vol. 108(02), pages 319-336, May.
    29. McCallum, John, 1995. "National Borders Matter: Canada-U.S. Regional Trade Patterns," American Economic Review, American Economic Association, vol. 85(3), pages 615-623, June.
    30. Nathan Nunn & Leonard Wantchekon, 2011. "The Slave Trade and the Origins of Mistrust in Africa," American Economic Review, American Economic Association, vol. 101(7), pages 3221-3252, December.
    31. Sascha O. Becker & Katrin Boeckh & Christa Hainz & Ludger Woessmann, 2016. "The Empire Is Dead, Long Live the Empire! Long‐Run Persistence of Trust and Corruption in the Bureaucracy," Economic Journal, Royal Economic Society, vol. 126(590), pages 40-74, February.
    32. Simon Alder, 2015. "Chinese Roads in India: The Effect of Transport Infrastructure on Economic Development," 2015 Meeting Papers 1447, Society for Economic Dynamics.
    33. Irena Grosfeld & Alexander Rodnyansky & Ekaterina Zhuravskaya, 2013. "Persistent Antimarket Culture: A Legacy of the Pale of Settlement after the Holocaust," American Economic Journal: Economic Policy, American Economic Association, vol. 5(3), pages 189-226, August.
    34. Anna Bruederle & Roland Hodler, 2017. "Nighttime Lights as a Proxy for Human Development at the Local Level," CESifo Working Paper Series 6555, CESifo Group Munich.
    35. Edward Miguel & Michael Kremer, 2004. "Worms: Identifying Impacts on Education and Health in the Presence of Treatment Externalities," Econometrica, Econometric Society, vol. 72(1), pages 159-217, January.
    36. Grosfeld, Irena & Zhuravskaya, Ekaterina, 2015. "Cultural vs. economic legacies of empires: Evidence from the partition of Poland," Journal of Comparative Economics, Elsevier, vol. 43(1), pages 55-75.
    37. repec:kap:jecgro:v:22:y:2017:i:2:d:10.1007_s10887-016-9139-2 is not listed on IDEAS
    38. Grosfeld, Irena & Zhuravskaya, Ekaterina, 2015. "Cultural vs. economic legacies of empires: Evidence from the partition of Poland," Journal of Comparative Economics, Elsevier, vol. 43(1), pages 55-75.
    39. repec:oup:jeurec:v:15:y:2017:i:1:p:54-98. is not listed on IDEAS
    40. Nicolas Berman & Mathieu Couttenier & Dominic Rohner & Mathias Thoenig, 2017. "This Mine Is Mine! How Minerals Fuel Conflicts in Africa," American Economic Review, American Economic Association, vol. 107(6), pages 1564-1610, June.
    41. Marcella Alsan, 2015. "The Effect of the TseTse Fly on African Development," American Economic Review, American Economic Association, vol. 105(1), pages 382-410, January.
    42. Doll, Christopher N.H. & Muller, Jan-Peter & Morley, Jeremy G., 2006. "Mapping regional economic activity from night-time light satellite imagery," Ecological Economics, Elsevier, vol. 57(1), pages 75-92, April.
    43. Enikolopov, Ruben & Makarin, Alexey & Petrova, Maria, 2016. "Social Media and Protest Participation: Evidence from Russia," CEPR Discussion Papers 11254, C.E.P.R. Discussion Papers.
    44. 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.
    45. Hal R. Varian, 2014. "Big Data: New Tricks for Econometrics," Journal of Economic Perspectives, American Economic Association, vol. 28(2), pages 3-28, Spring.
    46. Peter Klenow & Andrés Rodríguez-Clare, 1997. "The Neoclassical Revival in Growth Economics: Has It Gone Too Far?," NBER Chapters,in: NBER Macroeconomics Annual 1997, Volume 12, pages 73-114 National Bureau of Economic Research, Inc.
    47. Levine, Ross & Renelt, David, 1992. "A Sensitivity Analysis of Cross-Country Growth Regressions," American Economic Review, American Economic Association, vol. 82(4), pages 942-963, September.
    48. Heston, Alan & Summers, Robert, 1996. "International Price and Quantity Comparisons: Potentials and Pitfalls," American Economic Review, American Economic Association, vol. 86(2), pages 20-24, May.
    49. Angeles, Luis & Elizalde, Aldo, 2017. "Pre-colonial institutions and socioeconomic development: The case of Latin America," Journal of Development Economics, Elsevier, vol. 124(C), pages 22-40.
    50. Paolo Mauro, 1995. "Corruption and Growth," The Quarterly Journal of Economics, Oxford University Press, vol. 110(3), pages 681-712.
    51. repec:hrv:faseco:33077826 is not listed on IDEAS
    52. Christian Dippel, 2014. "Forced Coexistence and Economic Development: Evidence From Native American Reservations," Econometrica, Econometric Society, vol. 82, pages 2131-2165, November.
    53. Thomas Barnebeck Andersen & Carl-Johan Dalgaard & Pablo Selaya, 2016. "Climate and the Emergence of Global Income Differences," Review of Economic Studies, Oxford University Press, vol. 83(4), pages 1334-1363.
    54. Dave Donaldson & Adam Storeygard, 2016. "The View from Above: Applications of Satellite Data in Economics," Journal of Economic Perspectives, American Economic Association, vol. 30(4), pages 171-198, Fall.
    55. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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    Cited by:

    1. Christophe Muller & Pierre Pecher, 2018. "Transborder Ethnic Kin and Local Prosperity: Evidence form Night-Time Light Intensity in Africa," Discussion Papers (IRES - Institut de Recherches Economiques et Sociales) 2018006, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).

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    Keywords

    Development; Language; Ethnicity; History; Borders; Luminosity; Regression discontinuity; Regions;

    JEL classification:

    • N00 - Economic History - - General - - - General
    • N9 - Economic History - - Regional and Urban History
    • O10 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - General
    • O43 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Institutions and Growth
    • O55 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Africa

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