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Income divergence and global connectivity of U.S. urban regions

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  • Maximilian Buchholz

    (University of Toronto)

  • Harald Bathelt

    (University of Toronto)

  • John A. Cantwell

    (Rutgers University)

Abstract

After a century of inter-regional income convergence, average incomes have been diverging between U.S. cities since the 1980s, calling for new policy agendas. We argue that policy research should move beyond its current focus on the effects of inter-city divergence from technological change, migration, and trade, to include the effect of outward foreign-direct investments (OFDIs). This paper suggests that OFDIs have contributed to income divergence across U.S. cities. We argue that OFDIs can positively contribute to average income levels in investing (home) cities through labor, knowledge, multiplier and trade effects – a relationship that has not been systematically investigated in prior research. It is suggested that regional income levels and OFDIs are subject to a virtuous co-evolutionary process for high-income cities while having weaker effects for lower-income cities. This is tested with a combination of fixed-effects panel regressions and quantile regressions, before and after the 2008/2009 financial crisis. Our key finding is that, while OFDIs have a positive effect on regional income levels in the post-crisis period, their effect is largest for cities with incomes around the 60th to 80th percentiles of the income distribution. This suggests that the benefits of OFDIs primarily accrue to already successful city-regions, allowing them to further their pre-existing lead.

Suggested Citation

  • Maximilian Buchholz & Harald Bathelt & John A. Cantwell, 2020. "Income divergence and global connectivity of U.S. urban regions," Journal of International Business Policy, Palgrave Macmillan, vol. 3(3), pages 229-248, September.
  • Handle: RePEc:pal:joibpo:v:3:y:2020:i:3:d:10.1057_s42214-020-00057-7
    DOI: 10.1057/s42214-020-00057-7
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    as
    1. Ryan, Paul & Giblin, Majella & Andersson, Ulf & Clancy, Johanna, 2018. "Subsidiary knowledge creation in co-evolving contexts," International Business Review, Elsevier, vol. 27(5), pages 915-932.
    2. Paula Gutiérrez‐Portilla & Adolfo Maza & José Villaverde, 2019. "Has the crisis affected Spanish investment strategy abroad? A spatial panel data approach," The World Economy, Wiley Blackwell, vol. 42(4), pages 1032-1056, April.
    3. Peng-Fei Li & Harald Bathelt & Jici Wang, 2012. "Network dynamics and cluster evolution: changing trajectories of the aluminium extrusion industry in Dali, China," Journal of Economic Geography, Oxford University Press, vol. 12(1), pages 127-155, January.
    4. Salvador Gil-Pareja & Rafael-Llorca Vivero & Jordi Paniagua, 2013. "The effect of the great recession on foreign direct investment: global empirical evidence with a gravity approach," Applied Economics Letters, Taylor & Francis Journals, vol. 20(13), pages 1244-1248, September.
    5. Bruno Van Pottelsberghe De La Potterie & Frank Lichtenberg, 2001. "Does Foreign Direct Investment Transfer Technology Across Borders?," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 490-497, August.
    6. Berry, Christopher R. & Glaeser, Edward L., 2005. "Divergence of Human Capital Levels across Cities," Working Paper Series rwp05-057, Harvard University, John F. Kennedy School of Government.
    7. Donald R. Davis & Jonathan I. Dingel, 2019. "A Spatial Knowledge Economy," American Economic Review, American Economic Association, vol. 109(1), pages 153-170, January.
    8. Roger Koenker, 2017. "Quantile Regression: 40 Years On," Annual Review of Economics, Annual Reviews, vol. 9(1), pages 155-176, September.
    9. Frank Barry & Holger Gorg & Andrew Mcdowell, 2003. "Outward FDI and the Investment Development Path of a Late-industrializing Economy: Evidence from Ireland," Regional Studies, Taylor & Francis Journals, vol. 37(4), pages 341-349.
    10. Enrico Moretti, 2010. "Local Multipliers," American Economic Review, American Economic Association, vol. 100(2), pages 373-377, May.
    11. Ganong, Peter & Shoag, Daniel, 2017. "Why has regional income convergence in the U.S. declined?," Journal of Urban Economics, Elsevier, vol. 102(C), pages 76-90.
    12. Steve Globerman & Ari Kokko & Fredrik Sjöholm, 2000. "International Technology Diffusion: Evidence from Swedish Patent Data," Kyklos, Wiley Blackwell, vol. 53(1), pages 17-38, February.
    13. Ekaterina Turkina & Ari Van Assche, 2018. "Global connectedness and local innovation in industrial clusters," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 49(6), pages 706-728, August.
    14. Belderbos, René & Du, Helen S. & Slangen, Arjen, 2020. "When do firms choose global cities as foreign investment locations within countries? The roles of contextual distance, knowledge intensity, and target-country experience," Journal of World Business, Elsevier, vol. 55(1).
    15. David H. Autor & David Dorn & Gordon H. Hanson, 2013. "The China Syndrome: Local Labor Market Effects of Import Competition in the United States," American Economic Review, American Economic Association, vol. 103(6), pages 2121-2168, October.
    16. Dierk Herzer, 2010. "Outward FDI and economic growth," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 37(5), pages 476-494, September.
    17. Simona Iammarino, 2018. "FDI and regional development policy," Journal of International Business Policy, Palgrave Macmillan, vol. 1(3), pages 157-183, December.
    18. Magnus Blomström & Ari Kokko & Mario Zejan, 2000. "Multinational Corporations and Spillovers," Palgrave Macmillan Books, in: Foreign Direct Investment, chapter 8, pages 101-133, Palgrave Macmillan.
    19. Koşar, Gizem & Ransom, Tyler & van der Klaauw, Wilbert, 2022. "Understanding migration aversion using elicited counterfactual choice probabilities," Journal of Econometrics, Elsevier, vol. 231(1), pages 123-147.
    20. J. Myles Shaver & Fredrick Flyer, 2000. "Agglomeration economies, firm heterogeneity, and foreign direct investment in the United States," Strategic Management Journal, Wiley Blackwell, vol. 21(12), pages 1175-1193, December.
    21. Moretti, Enrico, 2004. "Estimating the social return to higher education: evidence from longitudinal and repeated cross-sectional data," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 175-212.
    22. Bathelt, Harald & Gluckler, Johannes, 2011. "The Relational Economy: Geographies of Knowing and Learning," OUP Catalogue, Oxford University Press, number 9780199587391.
    23. Gregory Mankiw, N. & Swagel, Phillip, 2006. "The politics and economics of offshore outsourcing," Journal of Monetary Economics, Elsevier, vol. 53(5), pages 1027-1056, July.
    24. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    25. Sjoerd Beugelsdijk & Ram Mudambi, 2013. "MNEs as border-crossing multi-location enterprises: The role of discontinuities in geographic space," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 44(5), pages 413-426, June.
    26. Michael Storper, 2010. "Agglomeration, Trade, And Spatial Development: Bringing Dynamics Back In," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 313-342, February.
    27. Jason S Spicer, 2018. "Electoral Systems, Regional Resentment and the Surprising Success of Anglo-American Populism," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 11(1), pages 115-141.
    28. Wolf, Nikolaus & Rosés, Joan R., 2018. "Regional Economic Development in Europe, 1900-2010: a description of the Patterns," CEPR Discussion Papers 12749, C.E.P.R. Discussion Papers.
    29. Paola Criscuolo, 2009. "Inter-firm reverse technology transfer: the home country effect of R&D internationalization," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 18(5), pages 869-899, October.
    30. Michael Storper & Thomas Kemeny & Taner Osman & Naji, Institutional Research Information Service Makarem, 2015. "The Rise and Fall of Urban Economies," SciencePo Working papers Main hal-01534293, HAL.
    31. Duranton, Gilles & Puga, Diego, 2005. "From sectoral to functional urban specialisation," Journal of Urban Economics, Elsevier, vol. 57(2), pages 343-370, March.
    32. Marcelo Cano-Kollmann & John Cantwell & Thomas J Hannigan & Ram Mudambi & Jaeyong Song, 2016. "Knowledge connectivity: An agenda for innovation research in international business," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 47(3), pages 255-262, April.
    33. Roger Koenker, 2017. "Quantile regression 40 years on," CeMMAP working papers CWP36/17, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    34. Ivan A. Canay, 2011. "A simple approach to quantile regression for panel data," Econometrics Journal, Royal Economic Society, vol. 14(3), pages 368-386, October.
    35. Mihir A. Desai & C. Fritz Foley & James R. Hines, 2009. "Domestic Effects of the Foreign Activities of US Multinationals," American Economic Journal: Economic Policy, American Economic Association, vol. 1(1), pages 181-203, February.
    36. Young, Allyn A., 1928. "Increasing Returns and Economic Progress," History of Economic Thought Articles, McMaster University Archive for the History of Economic Thought, vol. 38, pages 527-542.
    37. Koenker, Roger, 2004. "Quantile regression for longitudinal data," Journal of Multivariate Analysis, Elsevier, vol. 91(1), pages 74-89, October.
    38. Lipsey, Robert E & Weiss, Merle Yahr, 1981. "Foreign Production and Exports in Manufacturing Industries," The Review of Economics and Statistics, MIT Press, vol. 63(4), pages 488-494, November.
    39. Castellani, Davide & Mariotti, Ilaria & Piscitello, Lucia, 2008. "The impact of outward investments on parent company's employment and skill composition: Evidence from the Italian case," Structural Change and Economic Dynamics, Elsevier, vol. 19(1), pages 81-94, March.
    40. Lipsey, Robert E & Weiss, Merle Yahr, 1984. "Foreign Production and Exports of Individual Firms," The Review of Economics and Statistics, MIT Press, vol. 66(2), pages 304-308, May.
    41. repec:bla:jecsur:v:12:y:1998:i:3:p:247-77 is not listed on IDEAS
    42. Cano-Kollmann, Marcelo & Hannigan, T.J. & Mudambi, Ram, 2018. "Global Innovation Networks – Organizations and People," Journal of International Management, Elsevier, vol. 24(2), pages 87-92.
    43. Christopher R. Berry & Edward L. Glaeser, 2005. "The divergence of human capital levels across cities," Papers in Regional Science, Wiley Blackwell, vol. 84(3), pages 407-444, August.
    44. Ekaterina Turkina & Ari Van Assche, 2018. "Global Connectedness and Local Innovation in Industrial Clusters," CIRANO Working Papers 2018s-12, CIRANO.
    45. Bathelt, Harald & Li, Pengfei, 2020. "Processes of building cross-border knowledge pipelines," Research Policy, Elsevier, vol. 49(3).
    46. Harald Bathelt & Maximilian Buchholz, 2019. "Outward Foreign Direct Investments as a Catalyst of Urban-Regional Income Development? Evidence from the United States," Economic Geography, Taylor & Francis Journals, vol. 95(5), pages 442-466, October.
    47. Cantwell, John & Janne, Odile, 1999. "Technological globalisation and innovative centres: the role of corporate technological leadership and locational hierarchy1," Research Policy, Elsevier, vol. 28(2-3), pages 119-144, March.
    48. Christopher R. Berry & Edward L. Glaeser, 2005. "The Divergence of Human Capital Levels across Cities," Harvard Institute of Economic Research Working Papers 2091, Harvard - Institute of Economic Research.
    49. Jan Johanson & Jan-Erik Vahlne, 1977. "The Internationalization Process of the Firm—A Model of Knowledge Development and Increasing Foreign Market Commitments," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 8(1), pages 23-32, March.
    50. Michael Storper, 2018. "Separate Worlds? Explaining the current wave of regional economic polarization," Journal of Economic Geography, Oxford University Press, vol. 18(2), pages 247-270.
    51. Harald Bathelt & John A Cantwell & Ram Mudambi, 2018. "Overcoming frictions in transnational knowledge flows: challenges of connecting, sense-making and integrating," Journal of Economic Geography, Oxford University Press, vol. 18(5), pages 1001-1022.
    52. Raj Chetty & Nathaniel Hendren & Patrick Kline & Emmanuel Saez, 2014. "Where is the land of Opportunity? The Geography of Intergenerational Mobility in the United States," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1553-1623.
    53. Luisa Gagliardi & Simona Iammarino & Andrés Rodríguez-Pose, 2015. "Offshoring and the Geography of Jobs in Great Britain," SERC Discussion Papers sercd0185, Centre for Economic Performance, LSE.
    54. John Cantwell, 1987. "The Reorganization of European Industries After Integration: Selected Evidence on the Role of Multinational Enterprise Activities," Journal of Common Market Studies, Wiley Blackwell, vol. 26(2), pages 127-151, December.
    55. Christopher R. Berry & Edward L. Glaeser, 2005. "The Divergence of Human Capital Levels Across Cities," NBER Working Papers 11617, National Bureau of Economic Research, Inc.
    56. Harald Bathelt & Peng-Fei Li, 2014. "Global cluster networks--foreign direct investment flows from Canada to China," Journal of Economic Geography, Oxford University Press, vol. 14(1), pages 45-71, January.
    57. John Dunning, 1981. "Explaining the international direct investment position of countries: Towards a dynamic or developmental approach," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 117(1), pages 30-64, March.
    58. Pengfei Li & Harald Bathelt, 2018. "Location strategy in cluster networks," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 49(8), pages 967-989, October.
    59. Thomas Kemeny & David Rigby, 2012. "Trading away what kind of jobs? Globalization, trade and tasks in the US economy," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 148(1), pages 1-16, April.
    60. Julian Birkinshaw, 2000. "Upgrading of Industry Clusters and Foreign Investment," International Studies of Management & Organization, Taylor & Francis Journals, vol. 30(2), pages 93-113, June.
    61. Paulo N. Figueiredo, 2011. "The Role of Dual Embeddedness in the Innovative Performance of MNE Subsidiaries: Evidence from Brazil," Journal of Management Studies, Wiley Blackwell, vol. 48(2), pages 417-440, March.
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    3. Yang Ruilin & Bathelt Harald, 2023. "How outward FDIs affect income: experiences from Chinese city-regions," ZFW – Advances in Economic Geography, De Gruyter, vol. 67(1), pages 47-64, May.

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