IDEAS home Printed from https://ideas.repec.org/a/eee/streco/v58y2021icp361-376.html
   My bibliography  Save this article

Revisiting the external financial dependence index in light of the rise of corporate net lending: What do we really measure?

Author

Listed:
  • Villani, Davide

Abstract

This paper revisits the External Financial Dependence (EFD) index originally formulated employing data for American firms in the 1980s by Rajan and Zingales (1998). This index is meant to reflect technological characteristics of the industries and it is commonly assumed that its values are stable in time and across countries. Despite its popularity, there have been reduced attempts to extend the original estimations. This paper fills this gap, providing new estimations of the EFD index for G7 countries between 1980 and 2015. First, we argue that, theoretically, there are different factors (mostly related to technical change) that can alter the values of the EFD index. Second, we show that the assumptions of stability in time and space find little empirical support. Third, it is maintained that the EFD index can be considered a proxy of corporate net lending as there are significant theoretical and empirical similarities between the two concepts.

Suggested Citation

  • Villani, Davide, 2021. "Revisiting the external financial dependence index in light of the rise of corporate net lending: What do we really measure?," Structural Change and Economic Dynamics, Elsevier, vol. 58(C), pages 361-376.
  • Handle: RePEc:eee:streco:v:58:y:2021:i:c:p:361-376
    DOI: 10.1016/j.strueco.2021.06.007
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0954349X21000709
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.strueco.2021.06.007?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Kalina Manova, 2013. "Credit Constraints, Heterogeneous Firms, and International Trade," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(2), pages 711-744.
    2. Robert C. Feenstra & Gordon H. Hanson, 1999. "The Impact of Outsourcing and High-Technology Capital on Wages: Estimates For the United States, 1979–1990," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(3), pages 907-940.
    3. Dell'Ariccia, Giovanni & Detragiache, Enrica & Rajan, Raghuram, 2008. "The real effect of banking crises," Journal of Financial Intermediation, Elsevier, vol. 17(1), pages 89-112, January.
    4. Cédric Durand & Maxime Gueuder, 2018. "The Profit–Investment Nexus in an Era of Financialisation, Globalisation and Monopolisation: A Profit-Centred Perspective," Review of Political Economy, Taylor & Francis Journals, vol. 30(2), pages 126-153, April.
    5. Bonfiglioli, Alessandra, 2008. "Financial integration, productivity and capital accumulation," Journal of International Economics, Elsevier, vol. 76(2), pages 337-355, December.
    6. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    7. Nicola Cetorelli & Michele Gambera, 2001. "Banking Market Structure, Financial Dependence and Growth: International Evidence from Industry Data," Journal of Finance, American Finance Association, vol. 56(2), pages 617-648, April.
    8. Davide Villani, 2021. "The Rise of Corporate Net Lending Among G7 Countries: A Firm-Level Analysis," Review of Political Economy, Taylor & Francis Journals, vol. 33(2), pages 212-235, April.
    9. Hassan, M. Kabir & Sanchez, Benito & Yu, Jung-Suk, 2011. "Financial development and economic growth: New evidence from panel data," The Quarterly Review of Economics and Finance, Elsevier, vol. 51(1), pages 88-104, February.
    10. Castellacci, Fulvio, 2008. "Technology clubs, technology gaps and growth trajectories," Structural Change and Economic Dynamics, Elsevier, vol. 19(4), pages 301-314, December.
    11. Hsu, Po-Hsuan & Tian, Xuan & Xu, Yan, 2014. "Financial development and innovation: Cross-country evidence," Journal of Financial Economics, Elsevier, vol. 112(1), pages 116-135.
    12. Blecker, Robert A. & Ibarra, Carlos A., 2013. "Trade liberalization and the balance of payments constraint with intermediate imports: The case of Mexico revisited," Structural Change and Economic Dynamics, Elsevier, vol. 25(C), pages 33-47.
    13. Joseph W. Gruber & Steven B. Kamin, 2015. "The Corporate Saving Glut in the Aftermath of the Global Financial Crisis," International Finance Discussion Papers 1150, Board of Governors of the Federal Reserve System (U.S.).
    14. Matías Braun & Borja Larrain, 2005. "Finance and the Business Cycle: International, Inter‐Industry Evidence," Journal of Finance, American Finance Association, vol. 60(3), pages 1097-1128, June.
    15. Daniele Tori & Özlem Onaran, 2018. "The effects of financialization on investment: evidence from firm-level data for the UK," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 42(5), pages 1393-1416.
    16. Banacloche, Santacruz & Cadarso, María Ángeles & Monsalve, Fabio, 2020. "Implications of measuring value added in exports with a regional input-output table. A case of study in South America," Structural Change and Economic Dynamics, Elsevier, vol. 52(C), pages 130-140.
    17. Özgür Orhangazi, 2008. "Financialization and the US Economy," Books, Edward Elgar Publishing, number 12927.
    18. Raddatz, Claudio, 2006. "Liquidity needs and vulnerability to financial underdevelopment," Journal of Financial Economics, Elsevier, vol. 80(3), pages 677-722, June.
    19. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    20. Thorsten Beck, 2003. "Financial Dependence and International Trade," Review of International Economics, Wiley Blackwell, vol. 11(2), pages 296-316, May.
    21. Kroszner, Randall S. & Laeven, Luc & Klingebiel, Daniela, 2007. "Banking crises, financial dependence, and growth," Journal of Financial Economics, Elsevier, vol. 84(1), pages 187-228, April.
    22. Gallouj, Faïz & Weber, K. Matthias & Stare, Metka & Rubalcaba, Luis, 2015. "The futures of the service economy in Europe: A foresight analysis," Technological Forecasting and Social Change, Elsevier, vol. 94(C), pages 80-96.
    23. Landesmann, Michael A. & Stöllinger, Roman, 2019. "Structural change, trade and global production networks: An ‘appropriate industrial policy’ for peripheral and catching-up economies," Structural Change and Economic Dynamics, Elsevier, vol. 48(C), pages 7-23.
    24. Sébastien Miroudot & Rainer Lanz & Alexandros Ragoussis, 2009. "Trade in Intermediate Goods and Services," OECD Trade Policy Papers 93, OECD Publishing.
    25. Raymond Fisman & Inessa Love, 2007. "Financial Dependence and Growth Revisited," Journal of the European Economic Association, MIT Press, vol. 5(2-3), pages 470-479, 04-05.
    26. Igan, Deniz & Kutan, Ali M. & Mirzaei, Ali, 2020. "The real effects of capital inflows in emerging markets," Journal of Banking & Finance, Elsevier, vol. 119(C).
    27. Willett, Thomas D. & Keil, Manfred W. & Ahn, Young Seok, 2002. "Capital mobility for developing countries may not be so high," Journal of Development Economics, Elsevier, vol. 68(2), pages 421-434, August.
    28. Mai Dao & Chiara Maggi, 2018. "The Rise in Corporate Saving and Cash Holding in Advanced Economies: Aggregate and Firm Level Trends," IMF Working Papers 2018/262, International Monetary Fund.
    29. Tatiana Cesaroni & Riccardo De Bonis & Luigi Infante, 2017. "Firms� financial surpluses in advanced economies: the role of net foreign direct investments," Questioni di Economia e Finanza (Occasional Papers) 411, Bank of Italy, Economic Research and International Relations Area.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Kilinc, Mustafa & Ulussever, Talat, 2024. "Changing landscape of the finance-growth nexus: Industry growth, credit types, and external financial dependence," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 91(C).
    2. Lucio Morettini & Bianca Potì & Roberto Gabriele, 2023. "Process and strategies of growth in medium-sized fast-growing firms," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 50(3), pages 605-626, September.
    3. Enkeleda Lulaj & Blerta Dragusha & Eglantina Hysa, 2023. "Investigating Accounting Factors through Audited Financial Statements in Businesses toward a Circular Economy: Why a Sustainable Profit through Qualified Staff and Investment in Technology?," Administrative Sciences, MDPI, vol. 13(3), pages 1-28, March.

    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. Igan, Deniz & Kutan, Ali M. & Mirzaei, Ali, 2020. "The real effects of capital inflows in emerging markets," Journal of Banking & Finance, Elsevier, vol. 119(C).
    2. Michiel Bijlsma & Andrei Dubovik, 2014. "Banks, Financial Markets and Growth in Developed Countries: a Survey of the empirical literature," CPB Discussion Paper 266.rdf, CPB Netherlands Bureau for Economic Policy Analysis.
    3. Michiel Bijlsma & Andrei Dubovik, 2014. "Banks, Financial Markets and Growth in Developed Countries: a Survey of the empirical literature," CPB Discussion Paper 266, CPB Netherlands Bureau for Economic Policy Analysis.
    4. Iacovone, Leonardo & Ferro, Esteban & Pereira-López, Mariana & Zavacka, Veronika, 2019. "Banking crises and exports: Lessons from the past," Journal of Development Economics, Elsevier, vol. 138(C), pages 192-204.
    5. Chor, Davin & Manova, Kalina, 2012. "Off the cliff and back? Credit conditions and international trade during the global financial crisis," Journal of International Economics, Elsevier, vol. 87(1), pages 117-133.
    6. Eichengreen, Barry & Gullapalli, Rachita & Panizza, Ugo, 2011. "Capital account liberalization, financial development and industry growth: A synthetic view," Journal of International Money and Finance, Elsevier, vol. 30(6), pages 1090-1106, October.
    7. Igan, Deniz & Mirzaei, Ali, 2020. "Does going tough on banks make the going get tough? Bank liquidity regulations, capital requirements, and sectoral activity," Journal of Economic Behavior & Organization, Elsevier, vol. 177(C), pages 688-726.
    8. Diallo, Boubacar, 2018. "Bank efficiency and industry growth during financial crises," Economic Modelling, Elsevier, vol. 68(C), pages 11-22.
    9. Mélise Jaud & Madina Kukenova & Martin Strieborny, 2009. "Financial dependence and intensive margin of trade," PSE Working Papers halshs-00575005, HAL.
    10. Martin Strieborny & Madina Kukenova, 2016. "Investment in Relationship-Specific Assets: Does Finance Matter?," Review of Finance, European Finance Association, vol. 20(4), pages 1487-1515.
    11. Fernández, Ana I. & González, Francisco & Suárez, Nuria, 2016. "Banking stability, competition, and economic volatility," Journal of Financial Stability, Elsevier, vol. 22(C), pages 101-120.
    12. Boubacar Diallo, 2016. "Financial dependence and growth during crises: when does bank efficiency really matter?," Economics Bulletin, AccessEcon, vol. 36(4), pages 2491-2505.
    13. Thorsten Beck & Robin Döttling & Thomas Lambert & Mathijs Dijk, 2023. "Liquidity creation, investment, and growth," Journal of Economic Growth, Springer, vol. 28(2), pages 297-336, June.
    14. Beck, Thorsten & Chen, Tao & Lin, Chen & Song, Frank M., 2016. "Financial innovation: The bright and the dark sides," Journal of Banking & Finance, Elsevier, vol. 72(C), pages 28-51.
    15. Fabrizio Coricelli & Marco Frigerio, 2015. "The Credit-Output Relationship During the Recovery from Recession," Open Economies Review, Springer, vol. 26(3), pages 551-579, July.
    16. Fernández, Ana I. & González, Francisco & Suárez, Nuria, 2013. "How do bank competition, regulation, and institutions shape the real effect of banking crises? International evidence," Journal of International Money and Finance, Elsevier, vol. 33(C), pages 19-40.
    17. Fabrizio Coricelli & Isabelle Roland, 2010. "Credit and recessions," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00469521, HAL.
    18. Hui Tong & Shang-Jin Wei, 2011. "The Composition Matters: Capital Inflows and Liquidity Crunch During a Global Economic Crisis," The Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 2023-2052.
    19. Rioja, Felix & Rios-Avila, Fernando & Valev, Neven, 2017. "Productivity during recessions with banking crises: Inter-Industry evidence," Economics Letters, Elsevier, vol. 152(C), pages 50-53.
    20. Laeven, Luc & Tong, Hui, 2012. "US monetary shocks and global stock prices," Journal of Financial Intermediation, Elsevier, vol. 21(3), pages 530-547.

    More about this item

    Keywords

    External financial dependence; Corporate net lending; Technical change;
    All these keywords.

    JEL classification:

    • L16 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Industrial Organization and Macroeconomics; Macroeconomic Industrial Structure
    • G3 - Financial Economics - - Corporate Finance and Governance
    • E22 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Investment; Capital; Intangible Capital; Capacity

    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:eee:streco:v:58:y:2021:i:c:p:361-376. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/525148 .

    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.