IDEAS home Printed from https://ideas.repec.org/a/kap/openec/v35y2024i5d10.1007_s11079-024-09757-6.html
   My bibliography  Save this article

The Threshold Effect of Finance on Growth: Reassessing the Burden of Evidence

Author

Listed:
  • Kul B. Luintel

    (Cardiff Business School)

  • Guangjie Li

    (Cardiff Business School)

  • Mosahid Khan

    (World Intellectual Property Organization)

Abstract

Ronald Coase famously stated, “If you torture the data long enough, it will confess,” underscoring the need for the replication of well-accepted empirical results. In Economics, replication is more honoured in the breach than the observance. As a departure, this paper assesses whether the ‘burden of evidence’ is met for a recent, widely-cited finding, with potentially deep policy implications — that the finance-growth relationship is non-monotonic and has a credit threshold above 100% of GDP that reduces economic growth. If this empirical fact is established beyond a reasonable doubt, then it could be pathbreaking in further developing our understanding of the link between finance and growth. We assemble the ‘burden of evidence’ through the comprehensive scrutiny of several vital aspects, viz., (i) an exhaustive list of 14 absolute and relative measures of financial development, (ii) replications and extensions across two global datasets, (iii) near exhaustive analytical trajectories, (iv) different functional forms, (v) unifying analytical approach, and (vi) analytical rigor. The ‘burden of evidence’ from almost 3,000 well-structured cross-sectional and panel estimates do not support the threshold effect, and where evidence is uncovered, the parameters imply the questionable policy implication that advanced economies need to scale back their relative levels of financial development to those of Eastern Europe to avoid the growth costs associated with over-developed financial systems. The findings reject the assertion that finance is excessive and reduces economic growth.

Suggested Citation

  • Kul B. Luintel & Guangjie Li & Mosahid Khan, 2024. "The Threshold Effect of Finance on Growth: Reassessing the Burden of Evidence," Open Economies Review, Springer, vol. 35(5), pages 887-953, November.
  • Handle: RePEc:kap:openec:v:35:y:2024:i:5:d:10.1007_s11079-024-09757-6
    DOI: 10.1007/s11079-024-09757-6
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11079-024-09757-6
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s11079-024-09757-6?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. Loayza, Norman V. & Ranciere, Romain, 2006. "Financial Development, Financial Fragility, and Growth," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(4), pages 1051-1076, June.
    2. Arthur Lewbel, 2012. "Using Heteroscedasticity to Identify and Estimate Mismeasured and Endogenous Regressor Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(1), pages 67-80.
    3. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    4. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    5. Keshab Bhattarai, 2015. "Financial Deepening and Economic Growth in Advanced and Emerging Economies," Review of Development Economics, Wiley Blackwell, vol. 19(1), pages 178-195, February.
    6. Carmen M. Reinhart & Graciela L. Kaminsky, 1999. "The Twin Crises: The Causes of Banking and Balance-of-Payments Problems," American Economic Review, American Economic Association, vol. 89(3), pages 473-500, June.
    7. Daron Acemoglu & Suresh Naidu & Pascual Restrepo & James A. Robinson, 2019. "Democracy Does Cause Growth," Journal of Political Economy, University of Chicago Press, vol. 127(1), pages 47-100.
    8. Moritz Schularick & Alan M. Taylor, 2012. "Credit Booms Gone Bust: Monetary Policy, Leverage Cycles, and Financial Crises, 1870-2008," American Economic Review, American Economic Association, vol. 102(2), pages 1029-1061, April.
    9. Carmen M. Reinhart & Kenneth S. Rogoff, 2014. "This Time is Different: A Panoramic View of Eight Centuries of Financial Crises," Annals of Economics and Finance, Society for AEF, vol. 15(2), pages 215-268, November.
    10. Carmen M. Reinhart & Graciela L. Kaminsky, 1999. "The Twin Crises: The Causes of Banking and Balance-of-Payments Problems," American Economic Review, American Economic Association, vol. 89(3), pages 473-500, June.
    11. Luintel, Kul B. & Khan, Mosahid & Leon-Gonzalez, Roberto & Li, Guangjie, 2016. "Financial development, structure and growth: New data, method and results," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 43(C), pages 95-112.
    12. repec:imf:imfsdn:15/8 is not listed on IDEAS
    13. Lucas C. Coffman & Muriel Niederle & Alistair J. Wilson, 2017. "A Proposal to Organize and Promote Replications," American Economic Review, American Economic Association, vol. 107(5), pages 41-45, May.
    14. Ross Levine & Norman Loayza & Thorsten Beck, 2002. "Financial Intermediation and Growth: Causality and Causes," Central Banking, Analysis, and Economic Policies Book Series, in: Leonardo Hernández & Klaus Schmidt-Hebbel & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Se (ed.),Banking, Financial Integration, and International Crises, edition 1, volume 3, chapter 2, pages 031-084, Central Bank of Chile.
    15. Maren Duvendack & Richard Palmer-Jones & W. Robert Reed, 2017. "What Is Meant by "Replication" and Why Does It Encounter Resistance in Economics?," American Economic Review, American Economic Association, vol. 107(5), pages 46-51, May.
    16. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    17. Carmen M. Reinhart & Kenneth S. Rogoff, 2009. "Varieties of Crises and Their Dates," Introductory Chapters, in: This Time Is Different: Eight Centuries of Financial Folly, Princeton University Press.
    18. Sam Langfield & Marco Pagano, 2016. "Bank bias in Europe: effects on systemic risk and growth," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 31(85), pages 51-106.
    19. Keshab Bhattarai, 2015. "Financial deepening and economic growth," Applied Economics, Taylor & Francis Journals, vol. 47(11), pages 1133-1150, March.
    20. Gennaioli, Nicola & Shleifer, Andrei & Vishny, Robert, 2012. "Neglected risks, financial innovation, and financial fragility," Journal of Financial Economics, Elsevier, vol. 104(3), pages 452-468.
    21. Romain Rancière & Aaron Tornell & Frank Westermann, 2008. "Systemic Crises and Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(1), pages 359-406.
    22. Reinhart, Karmen & Rogoff, Kenneth, 2009. ""This time is different": panorama of eight centuries of financial crises," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 1, pages 77-114, March.
    23. Luintel, Kul B. & Khan, Mosahid & Arestis, Philip & Theodoridis, Konstantinos, 2008. "Financial structure and economic growth," Journal of Development Economics, Elsevier, vol. 86(1), pages 181-200, April.
    24. Ms. Ratna Sahay & Mr. Martin Cihak & Mr. Papa M N'Diaye & Mr. Adolfo Barajas & Ms. Diana B Ayala Pena & Ran Bi & Miss Yuan Gao & Ms. Annette J Kyobe & Lam Nguyen & Christian Saborowski & Katsiaryna Sv, 2015. "Rethinking Financial Deepening: Stability and Growth in Emerging Markets," IMF Staff Discussion Notes 2015/008, International Monetary Fund.
    25. Sinn, Hans-Werner, 2012. "Casino Capitalism: How the Financial Crisis Came About and What Needs to be Done Now," OUP Catalogue, Oxford University Press, number 9780199659883, Decembrie.
    26. Roberto Rigobon, 2003. "Identification Through Heteroskedasticity," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 777-792, November.
    27. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    28. Gründler, Klaus, 2021. "The Vanishing Effect Of Finance On Economic Development," Macroeconomic Dynamics, Cambridge University Press, vol. 25(2), pages 536-578, March.
    29. Ratna Sahay & Martin Cihak & Papa M N'Diaye & Adolfo Barajas & Diana B Ayala Pena & Ran Bi & Yuan Gao & Annette J Kyobe & Lam Nguyen & Christian Saborowski & Katsiaryna Svirydzenka & Seyed Reza Yousef, 2015. "Rethinking Financial Deepening; Stability and Growth in Emerging Markets," IMF Staff Discussion Notes 15/08, International Monetary Fund.
    30. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    31. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    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. Luintel, Kul B & Li, GuangJie & Khan, Mosahid, 2023. "Finance And Growth: The Unpleasant Burden Of Evidence," Cardiff Economics Working Papers E2023/8, Cardiff University, Cardiff Business School, Economics Section.
    2. Jean Arcand & Enrico Berkes & Ugo Panizza, 2015. "Too much finance?," Journal of Economic Growth, Springer, vol. 20(2), pages 105-148, June.
    3. Chu, Lan Khanh & Chu, Hung Viet, 2020. "Is too much liquidity harmful to economic growth?," The Quarterly Review of Economics and Finance, Elsevier, vol. 76(C), pages 230-242.
    4. Abdilahi Ali & Katsushi S. Imai, 2015. "Editor's choice Crises, Economic Integration and Growth Collapses in African Countries," Journal of African Economies, Centre for the Study of African Economies, vol. 24(4), pages 471-501.
    5. Akhilesh K. Verma & Rajeswari Sengupta, 2021. "Interlinkages between external debt financing, credit cycles and output fluctuations in emerging market economies," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 157(4), pages 965-1001, November.
    6. Fajeau, Maxime, 2021. "Too much finance or too many weak instruments?," International Economics, Elsevier, vol. 165(C), pages 14-36.
    7. Loayza,Norman V. & Ouazad,Amine & Ranciere,Romain, 2017. "Financial development, growth, and crisis: is there a trade-off ?," Policy Research Working Paper Series 8237, The World Bank.
    8. Alessio Ciarlone, 2019. "The relationship between financial development and growth: the case of emerging Europe," Questioni di Economia e Finanza (Occasional Papers) 521, Bank of Italy, Economic Research and International Relations Area.
    9. Samatas, Andreas & Makrominas, Michalis & Moro, Andrea, 2019. "Financial intermediation, capital composition and income stagnation: The case of Europe," Journal of Economic Behavior & Organization, Elsevier, vol. 162(C), pages 273-289.
    10. Gagari Chakrabarti, 2022. "Openness and Potential Fragility of the Global Banking System," India Studies in Business and Economics, in: Supravat Bagli & Gagari Chakrabarti & Prithviraj Guha (ed.), Persistent and Emerging Challenges to Development, chapter 0, pages 351-370, Springer.
    11. Luca Agnello & Ricardo M. Sousa, 2014. "The Determinants of the Volatility of Fiscal Policy Discretion," Fiscal Studies, Institute for Fiscal Studies, vol. 35, pages 91-115, March.
    12. Abdelghani Maddi, 2018. "Analyse scientométrique de la crise économique," CEPN Working Papers 2018-08, Centre d'Economie de l'Université de Paris Nord.
    13. Paul Wachtel, 2018. "Credit Deepening: Precursor to Growth or Crisis?," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 60(1), pages 34-43, March.
    14. Ferreira, Candida, 2018. "Financial Crisis, Banking Sector Performance and Economic Growth in the European Union," Economia Internazionale / International Economics, Camera di Commercio Industria Artigianato Agricoltura di Genova, vol. 71(3), pages 257-288.
    15. Osvaldo Lagares, 2016. "Capital, Economic Growth and Relative Income Differences in Latin America," Discussion Papers 16/03, Department of Economics, University of York.
    16. Okada, Keisuke, 2013. "The interaction effects of financial openness and institutions on international capital flows," Journal of Macroeconomics, Elsevier, vol. 35(C), pages 131-143.
    17. Ryota Nakatani, 2017. "The Effects of Productivity Shocks, Financial Shocks, and Monetary Policy on Exchange Rates: An Application of the Currency Crisis Model and Implications for Emerging Market Crises," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(11), pages 2545-2561, November.
    18. Serwa, Dobromil, 2010. "Larger crises cost more: Impact of banking sector instability on output growth," Journal of International Money and Finance, Elsevier, vol. 29(8), pages 1463-1481, December.
    19. Karatas, B., 2014. "Financial crisis and monetary policy," Other publications TiSEM 41e463f0-e122-4379-8db5-6, Tilburg University, School of Economics and Management.
    20. Cândida Ferreira, 2015. "The relevance of the EU banking sector to economic growth and the recent financial crisis," Working Papers Department of Economics 2015/02, ISEG - Lisbon School of Economics and Management, Department of Economics, Universidade de Lisboa.

    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:kap:openec:v:35:y:2024:i:5:d:10.1007_s11079-024-09757-6. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.