IDEAS home Printed from https://ideas.repec.org/p/cpm/docweb/2303.html
   My bibliography  Save this paper

Moving OpportunityLocal Connectivity and Spatial Inequality

Author

Listed:
  • Luke Heath Milsom

Abstract

Spatial inequality within countries is a pervasive and persistent phenomenon. Howdoes the connectivity of place determine underlying spatial inequality of opportunity?To answer this question, I derive a sufficient statistic result linking local opportunity tomarket access terms, developing a framework consistent with a broad class of spatialgeneral equilibrium models. I empirically validate this result using a novel not-on-least-cost-path identification strategy and data from historical road maps in Benin,Cameroon, and Mali covering 1970 to 2020, that I digitize. Using these estimates toparameterize a structural case of the spatial model, I show that road building alters thespatial distribution of opportunity. By considering each possible road upgrade I showthat although some roads decrease the standard deviation of opportunity by more than2%, others increase inequality by a similar amount. By fixing the spatial distribution ofopportunity I show that to achieve similar reductions in inequality by moving people, aprohibitively large number would need to migrate from low- to high-opportunity areas— between 13% and 44% of the low-opportunity areas’ population. Policymakers alsoface an equity-efficiency trade-off: 4 out of the top 10 aggregate opportunity-increasingroads alsoincreasespatial inequality of opportunity.

Suggested Citation

  • Luke Heath Milsom, 2023. "Moving OpportunityLocal Connectivity and Spatial Inequality," CEPREMAP Working Papers (Docweb) 2303, CEPREMAP.
  • Handle: RePEc:cpm:docweb:2303
    as

    Download full text from publisher

    File URL: http://www.cepremap.fr/depot/docweb/docweb2303.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Freedman, Matthew & Khanna, Shantanu & Neumark, David, 2023. "JUE Insight: The Impacts of Opportunity Zones on Zone Residents," Journal of Urban Economics, Elsevier, vol. 133(C).
    2. Lorenzo Caliendo & Fernando Parro & Esteban Rossi-Hansberg & Pierre-Daniel Sarte, 2018. "The Impact of Regional and Sectoral Productivity Changes on the U.S. Economy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(4), pages 2042-2096.
    3. Okoye, Dozie & Pongou, Roland & Yokossi, Tite, 2019. "New technology, better economy? The heterogeneous impact of colonial railroads in Nigeria," Journal of Development Economics, Elsevier, vol. 140(C), pages 320-354.
    4. Anjali Adukia & Sam Asher & Paul Novosad, 2020. "Educational Investment Responses to Economic Opportunity: Evidence from Indian Road Construction," American Economic Journal: Applied Economics, American Economic Association, vol. 12(1), pages 348-376, January.
    5. Eric Chyn, 2018. "Moved to Opportunity: The Long-Run Effects of Public Housing Demolition on Children," American Economic Review, American Economic Association, vol. 108(10), pages 3028-3056, October.
    6. Redding, Stephen J. & Turner, Matthew A., 2015. "Transportation Costs and the Spatial Organization of Economic Activity," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 1339-1398, Elsevier.
    7. Treb Allen & Costas Arkolakis, 2023. "Economic Activity across Space: A Supply and Demand Approach," Journal of Economic Perspectives, American Economic Association, vol. 37(2), pages 3-28, Spring.
    8. Dave Donaldson, 2022. "Blending Theory and Data: A Space Odyssey," Journal of Economic Perspectives, American Economic Association, vol. 36(3), pages 185-210, Summer.
    9. David Atkin, 2016. "Endogenous Skill Acquisition and Export Manufacturing in Mexico," American Economic Review, American Economic Association, vol. 106(8), pages 2046-2085, August.
    10. Stephen J. Redding & Daniel M. Sturm, 2008. "The Costs of Remoteness: Evidence from German Division and Reunification," American Economic Review, American Economic Association, vol. 98(5), pages 1766-1797, December.
    11. Richard Hornbeck & Daniel Keniston, 2017. "Creative Destruction: Barriers to Urban Growth and the Great Boston Fire of 1872," American Economic Review, American Economic Association, vol. 107(6), pages 1365-1398, June.
    12. Sanderson, Eleanor & Windmeijer, Frank, 2016. "A weak instrument F-test in linear IV models with multiple endogenous variables," Journal of Econometrics, Elsevier, vol. 190(2), pages 212-221.
    13. Gabriel M. Ahlfeldt & Stephen J. Redding & Daniel M. Sturm & Nikolaus Wolf, 2015. "The Economics of Density: Evidence From the Berlin Wall," Econometrica, Econometric Society, vol. 83, pages 2127-2189, November.
    14. Santamaria, Marta, 2020. "Reshaping Infrastructure : Evidence from the division of Germany," CAGE Online Working Paper Series 456, Competitive Advantage in the Global Economy (CAGE).
    15. Thiemo Fetzer, 2020. "Can Workfare Programs Moderate Conflict? Evidence from India," Journal of the European Economic Association, European Economic Association, vol. 18(6), pages 3337-3375.
    16. Diego Puga, 2010. "The Magnitude And Causes Of Agglomeration Economies," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 203-219, February.
    17. Diego Comin & Danial Lashkari & Martí Mestieri, 2021. "Structural Change With Long‐Run Income and Price Effects," Econometrica, Econometric Society, vol. 89(1), pages 311-374, January.
    18. Remi Jedwab & Edward Kerby & Alexander Moradi, 2017. "History, Path Dependence and Development: Evidence from Colonial Railways, Settlers and Cities in Kenya," Economic Journal, Royal Economic Society, vol. 127(603), pages 1467-1494, August.
    19. Donald R. Davis & David E. Weinstein, 2008. "A Search For Multiple Equilibria In Urban Industrial Structure," Journal of Regional Science, Wiley Blackwell, vol. 48(1), pages 29-65, February.
    20. Dave Donaldson & Richard Hornbeck, 2016. "Railroads and American Economic Growth: A "Market Access" Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(2), pages 799-858.
    21. Franck, Raphaël & Rainer, Ilia, 2012. "Does the Leader's Ethnicity Matter? Ethnic Favoritism, Education, and Health in Sub-Saharan Africa," American Political Science Review, Cambridge University Press, vol. 106(2), pages 294-325, May.
    22. Kirill Borusyak & Peter Hull & Xavier Jaravel, 2022. "Quasi-Experimental Shift-Share Research Designs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(1), pages 181-213.
    23. Guy Michaels, 2008. "The Effect of Trade on the Demand for Skill: Evidence from the Interstate Highway System," The Review of Economics and Statistics, MIT Press, vol. 90(4), pages 683-701, November.
    24. George Psacharopoulos & Harry Anthony Patrinos, 2018. "Returns to investment in education: a decennial review of the global literature," Education Economics, Taylor & Francis Journals, vol. 26(5), pages 445-458, September.
    25. Eric V. Edmonds & Nina Pavcnik & Petia Topalova, 2010. "Trade Adjustment and Human Capital Investments: Evidence from Indian Tariff Reform," American Economic Journal: Applied Economics, American Economic Association, vol. 2(4), pages 42-75, October.
    26. Rebecca Diamond, 2016. "The Determinants and Welfare Implications of US Workers' Diverging Location Choices by Skill: 1980-2000," American Economic Review, American Economic Association, vol. 106(3), pages 479-524, March.
    27. Douglas Gollin & Casper Worm Hansen & Asger Mose Wingender, 2021. "Two Blades of Grass: The Impact of the Green Revolution," Journal of Political Economy, University of Chicago Press, vol. 129(8), pages 2344-2384.
    28. Michael Bailey & Rachel Cao & Theresa Kuchler & Johannes Stroebel & Arlene Wong, 2018. "Social Connectedness: Measurement, Determinants, and Effects," Journal of Economic Perspectives, American Economic Association, vol. 32(3), pages 259-280, Summer.
    29. Jedwab,Remi Camille & Ianchovichina,Elena & Haslop,Federico, 2022. "Consumption Cities versus Production Cities : New Considerations and Evidence," Policy Research Working Paper Series 10105, The World Bank.
    30. Sam Asher & Paul Novosad, 2020. "Rural Roads and Local Economic Development," American Economic Review, American Economic Association, vol. 110(3), pages 797-823, March.
    31. Krugman, Paul, 1980. "Scale Economies, Product Differentiation, and the Pattern of Trade," American Economic Review, American Economic Association, vol. 70(5), pages 950-959, December.
    32. Leonard Wantchekon, 2003. "Clientelism and voting behavior: Evidence from a field experiment in benin," Natural Field Experiments 00339, The Field Experiments Website.
    33. Eric Chyn & Diego Daruich, 2022. "An Equilibrium Analysis of the Effects of Neighborhood-based Interventions on Children," NBER Working Papers 29927, National Bureau of Economic Research, Inc.
    34. Remi Jedwab & Alexander Moradi, 2016. "The Permanent Effects of Transportation Revolutions in Poor Countries: Evidence from Africa," The Review of Economics and Statistics, MIT Press, vol. 98(2), pages 268-284, May.
    35. Nathaniel Baum-Snow & Loren Brandt & J. Vernon Henderson & Matthew A. Turner & Qinghua Zhang, 2017. "Roads, Railroads, and Decentralization of Chinese Cities," The Review of Economics and Statistics, MIT Press, vol. 99(3), pages 435-448, July.
    36. Hoyt Bleakley & Jeffrey Lin, 2012. "Portage and Path Dependence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(2), pages 587-644.
    37. Mattia C Bertazzini, 2022. "The long-term impact of Italian colonial roads in the Horn of Africa, 1935–2015," Journal of Economic Geography, Oxford University Press, vol. 22(1), pages 181-214.
    38. Treb Allen & Costas Arkolakis, 2014. "Trade and the Topography of the Spatial Economy," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(3), pages 1085-1140.
    39. Cecile Gaubert & Patrick M. Kline & Damián Vergara & Danny Yagan, 2021. "Place-Based Redistribution," NBER Working Papers 28337, National Bureau of Economic Research, Inc.
    40. Falck, Oliver & Heblich, Stephan & Lameli, Alfred & Südekum, Jens, 2012. "Dialects, cultural identity, and economic exchange," Journal of Urban Economics, Elsevier, vol. 72(2), pages 225-239.
    41. Buys, Piet & Deichmann, Uwe & Wheeler, David, 2006. "Road network upgrading and overland trade expansion in Sub-Saharan Africa," Policy Research Working Paper Series 4097, The World Bank.
    42. Alwyn Young, 2012. "The African Growth Miracle," Journal of Political Economy, University of Chicago Press, vol. 120(4), pages 696-739.
    43. Alberto Alesina & Sebastian Hohmann & Stelios Michalopoulos & Elias Papaioannou, 2021. "Intergenerational Mobility in Africa," Econometrica, Econometric Society, vol. 89(1), pages 1-35, January.
    44. Luke Milsom, 2021. "The Changing Spatial Inequality of Opportunity in West Africa," Economics Series Working Papers 935, University of Oxford, Department of Economics.
    45. Baum-Snow, Nathaniel & Henderson, J. Vernon & Turner, Matthew A. & Zhang, Qinghua & Brandt, Loren, 2020. "Does investment in national highways help or hurt hinterland city growth?," Journal of Urban Economics, Elsevier, vol. 115(C).
    46. Alwyn Young, 2012. "The African Growth Miracle," NBER Working Papers 18490, National Bureau of Economic Research, Inc.
    47. Wyatt Brooks & Kevin Donovan, 2020. "Eliminating Uncertainty in Market Access: The Impact of New Bridges in Rural Nicaragua," Econometrica, Econometric Society, vol. 88(5), pages 1965-1997, September.
    48. Edward L. Glaeser & David Laibson & Bruce Sacerdote, 2002. "An Economic Approach to Social Capital," Economic Journal, Royal Economic Society, vol. 112(483), pages 437-458, November.
    49. Benjamin Faber, 2014. "Trade Integration, Market Size, and Industrialization: Evidence from China's National Trunk Highway System," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(3), pages 1046-1070.
    50. Sebastian Sotelo, 2020. "Domestic Trade Frictions and Agriculture," Journal of Political Economy, University of Chicago Press, vol. 128(7), pages 2690-2738.
    51. Santamaria, Marta, 2020. "Reshaping Infrastructure: Evidence from the division of Germany," The Warwick Economics Research Paper Series (TWERPS) 1244, University of Warwick, Department of Economics.
    52. 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).
    53. Borusyak, Kirill & Hull, Peter, 2020. "Non-Random Exposure to Exogenous Shocks: Theory and Applications," CEPR Discussion Papers 15319, C.E.P.R. Discussion Papers.
    54. Wouter Zant, 2022. "Measuring Trade Cost Reductions Through a New Bridge in Mozambique: Who Benefits From Transport Infrastructure?," Journal of African Economies, Centre for the Study of African Economies, vol. 31(4), pages 384-408.
    55. Treb Allen & Costas Arkolakis & Xiangliang Li, 2020. "On the Equilibrium Properties of Network Models with Heterogeneous Agents," NBER Working Papers 27837, National Bureau of Economic Research, Inc.
    56. Moussa P. Blimpo & Robin Harding & Leonard Wantchekon, 2013. "Public Investment in Rural Infrastructure: Some Political Economy Considerations," Journal of African Economies, Centre for the Study of African Economies, vol. 22(suppl_2), pages -83, August.
    57. Dave Donaldson, 2022. "Blending Theory and Data: A Space Odyssey," NBER Working Papers 30276, National Bureau of Economic Research, Inc.
    58. Dunning, Thad & Harrison, Lauren, 2010. "Cross-cutting Cleavages and Ethnic Voting: An Experimental Study of Cousinage in Mali," American Political Science Review, Cambridge University Press, vol. 104(1), pages 21-39, February.
    59. Helen N. Boyle, 2014. "Between Secular Public Schools And Qur'Anic Private Schools: The Growing Educational Presence Of Malian Medersas," The Review of Faith & International Affairs, Taylor & Francis Journals, vol. 12(2), pages 16-26, April.
    60. David Canning & Peter Pedroni, 2008. "Infrastructure, Long‐Run Economic Growth And Causality Tests For Cointegrated Panels," Manchester School, University of Manchester, vol. 76(5), pages 504-527, September.
    61. Fabian Eckert & Tatjana Kleineberg, 2021. "Saving the American Dream? Education Policies in Spatial General Equilibrium," Opportunity and Inclusive Growth Institute Working Papers 47, Federal Reserve Bank of Minneapolis.
    62. Robert Dekle & Jonathan Eaton & Samuel Kortum, 2008. "Global Rebalancing with Gravity: Measuring the Burden of Adjustment," IMF Staff Papers, Palgrave Macmillan, vol. 55(3), pages 511-540, July.
    63. Miguel, Edward & Roland, Gérard, 2011. "The long-run impact of bombing Vietnam," Journal of Development Economics, Elsevier, vol. 96(1), pages 1-15, September.
    64. Conley, T. G., 1999. "GMM estimation with cross sectional dependence," Journal of Econometrics, Elsevier, vol. 92(1), pages 1-45, September.
    65. Donald R. Davis & David E. Weinstein, 2002. "Bones, Bombs, and Break Points: The Geography of Economic Activity," American Economic Review, American Economic Association, vol. 92(5), pages 1269-1289, December.
    66. Tasso Adamopoulos, 2019. "Spatial Integration, Agricultural Productivity, and Development: A Quantitative Analysis of Ethiopia’s Road Expansion Program," 2019 Meeting Papers 86, Society for Economic Dynamics.
    67. Thomas Fujiwara & Leonard Wantchekon, 2013. "Can Informed Public Deliberation Overcome Clientelism? Experimental Evidence from Benin," American Economic Journal: Applied Economics, American Economic Association, vol. 5(4), pages 241-255, October.
    Full references (including those not matched with items on IDEAS)

    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. Fenske, James & Kala, Namrata & Wei, Jinlin, 2023. "Railways and cities in India," Journal of Development Economics, Elsevier, vol. 161(C).
    2. Stef Proost & Jacques-François Thisse, 2019. "What Can Be Learned from Spatial Economics?," Journal of Economic Literature, American Economic Association, vol. 57(3), pages 575-643, September.
    3. Stephen J. Redding, 2020. "Trade and Geography," NBER Working Papers 27821, National Bureau of Economic Research, Inc.
    4. Hanlon, W.Walker & Heblich, Stephan, 2022. "History and urban economics," Regional Science and Urban Economics, Elsevier, vol. 94(C).
    5. Stephan Heblich & Stephen J Redding & Daniel M Sturm, 2020. "The Making of the Modern Metropolis: Evidence from London," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(4), pages 2059-2133.
    6. Stephen J. Redding & Esteban Rossi-Hansberg, 2017. "Quantitative Spatial Economics," Annual Review of Economics, Annual Reviews, vol. 9(1), pages 21-58, September.
    7. Berger, Thor & Enflo, Kerstin, 2017. "Locomotives of local growth: The short- and long-term impact of railroads in Sweden," Journal of Urban Economics, Elsevier, vol. 98(C), pages 124-138.
    8. Marein, Brian, 2022. "Colonial Roads and Regional Inequality," Journal of Urban Economics, Elsevier, vol. 131(C).
    9. Stephen J. Redding, 2022. "Suburbanization in the USA, 1970–2010," Economica, London School of Economics and Political Science, vol. 89(S1), pages 110-136, June.
    10. He, Guojun & Xie, Yang & Zhang, Bing, 2020. "Expressways, GDP, and the environment: The case of China," Journal of Development Economics, Elsevier, vol. 145(C).
    11. Emran,M. Shahe & Shilpi,Forhad J. & Coulombe,Harold & Blankespoor,Brian, 2019. "Temporary Trade Shocks, Spatial Reallocation, and Persistence in Developing Countries : Evidence from a Natural Experiment in West Africa," Policy Research Working Paper Series 8962, The World Bank.
    12. Akbulut-Yuksel, Mevlude & Okoye, Dozie & Turan, Belgi, 2020. "Expressway to Power: Infrastructure Projects and Political Support," IZA Discussion Papers 13795, Institute of Labor Economics (IZA).
    13. Andreas Eberhard-Ruiz & Alexander Moradi, 2018. "Regional Market Integration and City Growth in East Africa: Local but no Regional Effects?," CSAE Working Paper Series 2018-09, Centre for the Study of African Economies, University of Oxford.
    14. Xu, Yang & Yang, Xi, 2021. "Access to ports and the welfare gains from domestic transportation infrastructure," Journal of Urban Economics, Elsevier, vol. 126(C).
    15. Brooks, Leah & Gendron-Carrier, Nicolas & Rua, Gisela, 2021. "The local impact of containerization," Journal of Urban Economics, Elsevier, vol. 126(C).
    16. Redding, Stephen J. & Turner, Matthew A., 2015. "Transportation Costs and the Spatial Organization of Economic Activity," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 1339-1398, Elsevier.
    17. Redding, Stephen, 2021. "Suburbanization in the United States 1970-2010," CEPR Discussion Papers 16174, C.E.P.R. Discussion Papers.
    18. Pablo Fajgelbaum & Stephen J. Redding, 2022. "Trade, Structural Transformation, and Development: Evidence from Argentina 1869–1914," Journal of Political Economy, University of Chicago Press, vol. 130(5), pages 1249-1318.
    19. Matthias Flückiger & Markus Ludwig, 2019. "Transport infrastructure, growth and persistence: The rise and demise of the Sui Canal," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 52(2), pages 624-666, May.
    20. Breinlich, Holger & Ottaviano, Gianmarco I.P. & Temple, Jonathan R.W., 2014. "Regional Growth and Regional Decline," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 4, pages 683-779, Elsevier.

    More about this item

    Keywords

    Inequality; Opportunity; Roads; Spatial; Market Access;
    All these keywords.

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    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:cpm:docweb:2303. 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: Mathieu Perona (email available below). General contact details of provider: https://edirc.repec.org/data/ceprefr.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.