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Spillovers from agglomerations and inward FDI. A Multilevel Analysis on SSA domestic firms

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  • Marco Sanfilippo
  • Adnan Seric

Abstract

This paper adopts multilevel analysis to analyse the agglomeration-performance nexus for domestic firms in Sub-Saharan Africa. We show that contextual factors such as country, city and industry together explain up to 30% of the variance in firms’ productivity. Our results show also that African firms can take advantage from agglomeration externalities when they locate in cities more densely populated by firms specialized in different sectors (urbanization economies), while their performance worsen when they face direct competition from firms in the same industry. These effects are similar in the services and the manufacturing industries, even if in the latter positive spillovers are found to be conditional to the presence of backward and foreign linkages with nearby firms. Finally, we are also able to show that these effects are magnified when domestic firms locate close to foreign multinationals, especially those coming from the South.

Suggested Citation

  • Marco Sanfilippo & Adnan Seric, 2014. "Spillovers from agglomerations and inward FDI. A Multilevel Analysis on SSA domestic firms," RSCAS Working Papers 2014/76, European University Institute.
    • Handle: RePEc:rsc:rsceui:2014/76
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    References listed on IDEAS

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    1. Van Biesebroeck, Johannes, 2005. "Firm Size Matters: Growth and Productivity Growth in African Manufacturing," Economic Development and Cultural Change, University of Chicago Press, vol. 53(3), pages 545-583, April.
    2. Pierre‐Philippe Combes & Gilles Duranton & Laurent Gobillon & Diego Puga & Sébastien Roux, 2012. "The Productivity Advantages of Large Cities: Distinguishing Agglomeration From Firm Selection," Econometrica, Econometric Society, vol. 80(6), pages 2543-2594, November.
    3. Neil Foster-McGregor & Anders Isaksson & Florian Kaulich, 2014. "Importing, exporting and performance in sub-Saharan African manufacturing firms," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 150(2), pages 309-336, May.
    4. Rajneesh Narula & Nigel Driffield, 2012. "Does FDI Cause Development? The Ambiguity of the Evidence and Why it Matters," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 24(1), pages 1-7, February.
    5. Holger Görg & David Greenaway, 2016. "Much Ado about Nothing? Do Domestic Firms Really Benefit from Foreign Direct Investment?," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT Volume 53: World Scientific Studies in International Economics, chapter 9, pages 163-189, World Scientific Publishing Co. Pte. Ltd..
    6. Lipsey, Robert E. & Sjöholm, Fredrik, 2011. "South–South FDI and Development in East Asia," Asian Development Review, Asian Development Bank, vol. 28(2), pages 11-31.
    7. Brian J. Aitken & Ann E. Harrison, 2022. "Do Domestic Firms Benefit from Direct Foreign Investment? Evidence from Venezuela," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 6, pages 139-152, World Scientific Publishing Co. Pte. Ltd..
    8. Eyerusalem Siba & Måns Söderbom & Arne Bigsten & Mulu Gebreeyesus, 2012. "Enterprise Agglomeration, Output Prices, and Physical Productivity: Firm-Level Evidence from Ethiopia," WIDER Working Paper Series wp-2012-085, World Institute for Development Economic Research (UNU-WIDER).
    9. Fujita,Masahisa & Thisse,Jacques-François, 2013. "Economics of Agglomeration," Cambridge Books, Cambridge University Press, number 9781107001411, October.
    10. L. Pérez-Villar & A. Seric, 2015. "Multinationals in Sub-Saharan Africa: Domestic linkages and institutional distance," International Economics, CEPII research center, issue 142, pages 94-117.
    11. Emma Howard & Carol Newman & Finn Tarp, 2016. "Measuring industry coagglomeration and identifying the driving forces," Journal of Economic Geography, Oxford University Press, vol. 16(5), pages 1055-1078.
    12. Iacovone,Leonardo & Ramachandran,Vijaya & Schmidt,Martin, 2013. "Stunted growth : why don't African firms create more jobs ?," Policy Research Working Paper Series 6727, The World Bank.
    13. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    14. Hinh T. Dinh & George R.G. Clarke, 2012. "Performance of Manufacturing Firms in Africa : An Empirical Analysis," World Bank Publications - Books, The World Bank Group, number 11959.
    15. Martin Andersson & Hans Lööf, 2011. "Agglomeration and productivity: evidence from firm-level data," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 46(3), pages 601-620, June.
    16. Maas, Cora J. M. & Hox, J.J.Joop J., 2004. "The influence of violations of assumptions on multilevel parameter estimates and their standard errors," Computational Statistics & Data Analysis, Elsevier, vol. 46(3), pages 427-440, June.
    17. Thomas Farole, 2013. "The Internal Geography of Trade : Lagging Regions and Global Markets," World Bank Publications - Books, The World Bank Group, number 13817.
    18. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    19. Indermit S. Gill & Chor-Ching Goh, 2010. "Scale Economies and Cities," The World Bank Research Observer, World Bank, vol. 25(2), pages 235-262, August.
    20. Frank G. van Oort & Martijn J. Burger & Joris Knoben & Otto Raspe, 2012. "Multilevel Approaches And The Firm-Agglomeration Ambiguity In Economic Growth Studies," Journal of Economic Surveys, Wiley Blackwell, vol. 26(3), pages 468-491, July.
    21. Thomas Farole & Deborah Winkler, 2014. "Making Foreign Direct Investment Work for Sub-Saharan Africa : Local Spillovers and Competitiveness in Global Value Chains," World Bank Publications - Books, The World Bank Group, number 16390.
    22. Crespo, Nuno & Fontoura, Maria Paula, 2007. "Determinant Factors of FDI Spillovers - What Do We Really Know?," World Development, Elsevier, vol. 35(3), pages 410-425, March.
    23. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    24. Bigsten, Arne & Gebreeyesus, Mulu & Siba, Eyerusalem & Soderbom, Måns, 2012. "Enterprise Agglomeration, Output Prices, and Physical Productivity: Firm-Level Evidence from Ethiopia," WIDER Working Paper Series 085, World Institute for Development Economic Research (UNU-WIDER).
    25. Mccormick, Dorothy, 1999. "African Enterprise Clusters and Industrialization: Theory and Reality," World Development, Elsevier, vol. 27(9), pages 1531-1551, September.
    26. Glenn Ellison & Edward L. Glaeser & William R. Kerr, 2010. "What Causes Industry Agglomeration? Evidence from Coagglomeration Patterns," American Economic Review, American Economic Association, vol. 100(3), pages 1195-1213, June.
    27. World Bank, 2009. "Geography in Motion: World Development Report 2009 (excerpt)," Transnational Corporations Review, Ottawa United Learning Academy, vol. 1(3), pages 40-46, September.
    28. repec:unu:wpaper:wp2012-084 is not listed on IDEAS
    29. Howard, Emma & Newman, Carol & Rand, John & Tarp, Finn, 2014. "Productivity-enhancing manufacturing clusters: Evidence from Vietnam," WIDER Working Paper Series 071, World Institute for Development Economic Research (UNU-WIDER).
    30. Emma Howard & Carol Newman & John Rand & Finn Tarp, 2014. "Productivity-Enhancing Manufacturing Clusters: Evidence from Vietnam," WIDER Working Paper Series wp-2014-071, World Institute for Development Economic Research (UNU-WIDER).
    31. Emma Howard & Carol Newman & Finn Tarp, 2016. "Measuring industry coagglomeration and identifying the driving forces," Journal of Economic Geography, Oxford University Press, vol. 16(5), pages 1055-1078.
    32. Mr. Etienne B Yehoue, 2005. "Clusters As a Driving Engine for FDI," IMF Working Papers 2005/193, International Monetary Fund.
    33. repec:unu:wpaper:wp2012-85 is not listed on IDEAS
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    Cited by:

    1. Kappel, Robert & Pfeiffer, Birte & Reisen, Helmut, 2017. "Compact with Africa: fostering private long-term investment in Africa," IDOS Discussion Papers 13/2017, German Institute of Development and Sustainability (IDOS).
    2. Anna Ferragina & Fernanda Mazzotta, 2015. "Agglomeration economies in Italy: impact on heterogeneous firms’ exit in a multilevel framework," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 42(4), pages 395-440, December.
    3. Alessia A. Amighini & Margaret S. McMillan & Marco Sanfilippo, 2017. "FDI and Capital Formation in Developing Economies: New Evidence from Industry-level Data," NBER Working Papers 23049, National Bureau of Economic Research, Inc.

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    More about this item

    Keywords

    Agglomeration economies; Firms’ heterogeneity; Sub-Saharan Africa;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology

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