[go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/p/jrs/wpaper/201707.html
   My bibliography  Save this paper

Finance and economic growth: financing structure and non-linear impact

Author

Abstract
There is growing evidence that the impact of financial development on economic growth might be non-linear and hump-shaped, exhibiting a turning point. However, such findings are typically established using total finances (mostly: credit), and the apparent non-linear impact of totals can stem from a substantial structural change in the composition of finances, that has been taking place during the recent decades. Though there are some studies going beyond total finances, they usually look at the impact of certain financing components separately or using ratios, which may bias the estimation and lead to incorrect conclusions. Finally, the findings are typically based on a global pool of countries, and may be driven by a developing versus developed country differential. Focusing on groups of high-income countries (from the OECD, EU, and EMU), this study shows that the finding of a non-linear, hump-shaped impact of financing on economic growth is robust to controlling for financing composition in terms of the sources (bank credit, debt securities, stock market) and the recipients of finances (households, non-financial and financial corporations), or both. In particular, we obtain the following results. (1) The non-linear impact of total bank credit is more pronounced than that of either household credit alone, or the sum of bank credit, debt securities, and stock market financing. (2) Credit to non-financial corporations tends to have a positive, while credit to households a negative impact on growth, even after allowing for non-linearities. (3) Debt-securities and stock market-based financing have a different impact on growth. (4) The estimated turning point of the non-linear relationship is close to that found by Cournède and Denk (2015) for the OECD countries, and lower than that established by Arcand et al. (2015) for a broad set of countries.

Suggested Citation

  • Benczur, Peter & Karagiannis, Stylianos & Kvedaras, Virmantas, 2017. "Finance and economic growth: financing structure and non-linear impact," JRC Working Papers in Economics and Finance 2017-07, Joint Research Centre, European Commission.
  • Handle: RePEc:jrs:wpaper:201707
    as

    Download full text from publisher

    File URL: https://publications.jrc.ec.europa.eu/repository/handle/JRC107909
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Coricelli, Fabrizio & Driffield, Nigel & Pal, Sarmistha & Roland, Isabelle, 2012. "When does leverage hurt productivity growth? A firm-level analysis," Journal of International Money and Finance, Elsevier, vol. 31(6), pages 1674-1694.
    2. Beck Thorsten & Büyükkarabacak Berrak & Rioja Felix K. & Valev Neven T., 2012. "Who Gets the Credit? And Does It Matter? Household vs. Firm Lending Across Countries," The B.E. Journal of Macroeconomics, De Gruyter, vol. 12(1), pages 1-46, March.
    3. Beck, Thorsten & Levine, Ross, 2004. "Stock markets, banks, and growth: Panel evidence," Journal of Banking & Finance, Elsevier, vol. 28(3), pages 423-442, March.
    4. Peter L. Rousseau & Paul Wachtel, 2011. "What Is Happening To The Impact Of Financial Deepening On Economic Growth?," Economic Inquiry, Western Economic Association International, vol. 49(1), pages 276-288, January.
    5. Shushu Li & Jinglan Zhang & Yong Ma, 2015. "Financial Development, Environmental Quality and Economic Growth," Sustainability, MDPI, vol. 7(7), pages 1-22, July.
    6. Breitenlechner, Max & Gächter, Martin & Sindermann, Friedrich, 2015. "The finance–growth nexus in crisis," Economics Letters, Elsevier, vol. 132(C), pages 31-33.
    7. Asli Demirgüç-Kunt & Erik Feyen & Ross Levine, 2013. "The Evolving Importance of Banks and Securities Markets," The World Bank Economic Review, World Bank, vol. 27(3), pages 476-490.
    8. Jean Arcand & Enrico Berkes & Ugo Panizza, 2015. "Too much finance?," Journal of Economic Growth, Springer, vol. 20(2), pages 105-148, June.
    9. Angus C. Chu & Guido Cozzi & Haichao Fan & Shiyuan Pan & Mengbo Zhang, 2020. "Do Stronger Patents Stimulate or Stifle Innovation? The Crucial Role of Financial Development," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 52(5), pages 1305-1322, August.
    10. repec:dgr:rugsom:14016-gem is not listed on IDEAS
    11. Phillips, Peter C.B. & Han, Chirok, 2015. "The true limit distributions of the Anderson–Hsiao IV estimators in panel autoregression," Economics Letters, Elsevier, vol. 127(C), pages 89-92.
    12. Felix Rioja & Neven Valev, 2014. "Stock markets, banks and the sources of economic growth in low and high income countries," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 38(2), pages 302-320, April.
    13. 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.
    14. Beck, Thorsten & Degryse, Hans & Kneer, Christiane, 2014. "Is more finance better? Disentangling intermediation and size effects of financial systems," Journal of Financial Stability, Elsevier, vol. 10(C), pages 50-64.
    15. Petra Valickova & Tomas Havranek & Roman Horvath, 2015. "Financial Development And Economic Growth: A Meta-Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 29(3), pages 506-526, July.
    16. Masten, Arjana Brezigar & Coricelli, Fabrizio & Masten, Igor, 2008. "Non-linear growth effects of financial development: Does financial integration matter?," Journal of International Money and Finance, Elsevier, vol. 27(2), pages 295-313, March.
    17. Philippe Aghion & Peter Howitt & David Mayer-Foulkes, 2005. "The Effect of Financial Development on Convergence: Theory and Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(1), pages 173-222.
    18. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    19. Silvio Contessi & Li Li & Katheryn N. Russ, 2013. "Bank vs. bond financing over the business cycle," Economic Synopses, Federal Reserve Bank of St. Louis.
    20. Boris Cournède & Oliver Denk & Peter Hoeller, 2015. "Finance and Inclusive Growth," OECD Economic Policy Papers 14, OECD Publishing.
    21. Boris Cournède & Oliver Denk, 2015. "Finance and economic growth in OECD and G20 countries," OECD Economics Department Working Papers 1223, OECD Publishing.
    22. Mishra, Sagarika & Narayan, Paresh Kumar, 2015. "A nonparametric model of financial system and economic growth," International Review of Economics & Finance, Elsevier, vol. 39(C), pages 175-191.
    23. Enrico Berkes & Ugo Panizza & Jean Louis Arcand, 2015. "Too Much Finance or Statistical Illusion: A Comment," IHEID Working Papers 12-2015, Economics Section, The Graduate Institute of International Studies.
    24. Park, Walter G., 2008. "International patent protection: 1960-2005," Research Policy, Elsevier, vol. 37(4), pages 761-766, May.
    25. Leonardo Gambacorta & Jing Yang & Kostas Tsatsaronis, 2014. "Financial structure and growth," BIS Quarterly Review, Bank for International Settlements, March.
    26. 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.
    27. Law, Siong Hook & Singh, Nirvikar, 2014. "Does too much finance harm economic growth?," Journal of Banking & Finance, Elsevier, vol. 41(C), pages 36-44.
    28. Levine, Ross, 2005. "Finance and Growth: Theory and Evidence," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 12, pages 865-934, Elsevier.
    29. Ductor, Lorenzo & Grechyna, Daryna, 2015. "Financial development, real sector, and economic growth," International Review of Economics & Finance, Elsevier, vol. 37(C), pages 393-405.
    30. repec:imf:imfsdn:15/8 is not listed on IDEAS
    31. Asli Demeirgüç-Kunt & Ross Levine (ed.), 0. "Finance and Growth," Books, Edward Elgar Publishing, number 17119.
    32. 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.
    33. Stephen Cecchetti & Enisse Kharroubi, 2012. "Reassessing the impact of finance on growth," BIS Working Papers 381, Bank for International Settlements.
    34. Beck, Thorsten & Levine, Ross & Loayza, Norman, 2000. "Finance and the sources of growth," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 261-300.
    35. Samargandi, Nahla & Fidrmuc, Jan & Ghosh, Sugata, 2015. "Is the Relationship Between Financial Development and Economic Growth Monotonic? Evidence from a Sample of Middle-Income Countries," World Development, Elsevier, vol. 68(C), pages 66-81.
    36. Narcissa Balta & Plamen Nikolov, 2013. "Financial dependence and growth since the crisis," Quarterly Report on the Euro Area (QREA), Directorate General Economic and Financial Affairs (DG ECFIN), European Commission, vol. 12(3), pages 7-18, October.
    37. Ugo Panizza, 2014. "Financial Development and Economic Growth: Known Knowns, Known Unknowns, and Unknown Unknowns," Revue d’économie du développement, De Boeck Université, vol. 22(HS02), pages 35-65.
    38. 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.
    39. Bezemer, Dirk & Grydaki, Maria & Zhang, Lu, 2014. "Is financial development bad for growth?," Research Report 14016-GEM, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
    40. Mohammed Ziaur Rehman & Nasir Ali & Najeeb Muhammad Nasir, 2015. "Financial Development, Savings and Economic Growth: Evidence from Bahrain Using VAR," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 6(2), pages 112-123, April.
    41. Angus C. Chu & Guido Cozzi, 2014. "R&D And Economic Growth In A Cash‐In‐Advance Economy," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 55, pages 507-524, May.
    42. 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.
    43. 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.
    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. Marc Steffen Rapp & Iuliia A. Udoieva, 2018. "What matters in the finance–growth nexus of advanced economies? Evidence from OECD countries," Applied Economics, Taylor & Francis Journals, vol. 50(6), pages 676-690, February.
    2. 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.
    3. Jean Arcand & Enrico Berkes & Ugo Panizza, 2015. "Too much finance?," Journal of Economic Growth, Springer, vol. 20(2), pages 105-148, June.
    4. 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.
    5. Emmanuel Carré & Guillaume L’œillet, 2018. "The Literature on the Finance–Growth Nexus in the Aftermath of the Financial Crisis: A Review," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 60(1), pages 161-180, March.
    6. Vighneswara Swamy & Munusamy Dharani, 2021. "Thresholds in finance–growth nexus: Evidence from G‐7 economies," Australian Economic Papers, Wiley Blackwell, vol. 60(1), pages 1-40, March.
    7. Swamy, Vighneswara & Dharani, Munusamy, 2019. "The dynamics of finance-growth nexus in advanced economies," International Review of Economics & Finance, Elsevier, vol. 64(C), pages 122-146.
    8. Guangdong Xu & Binwei Gui, 2021. "The non‐linearity between finance and economic growth: a literature review and evidence from China," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 35(1), pages 3-18, May.
    9. Emmanuel Carré & Guillaume L’Œillet, 2017. "Une revue de la littérature récente sur le nexus finance-croissance après la crise : apports, limites et pistes de recherche," Revue d'économie financière, Association d'économie financière, vol. 0(3), pages 271-290.
    10. Simon Sturn & Klara Zwickl, 2016. "A reassessment of intermediation and size effects of financial systems," Empirical Economics, Springer, vol. 50(4), pages 1467-1480, June.
    11. Vighneswara Swamy & Munusamy Dharani, 2020. "Thresholds of financial development in the Euro area," The World Economy, Wiley Blackwell, vol. 43(6), pages 1730-1774, June.
    12. Morganti, Patrizio & Garofalo, Giuseppe, 2019. "Reassessing the law, finance, and growth nexus after the recent Great recession," Journal of Economic Behavior & Organization, Elsevier, vol. 162(C), pages 229-250.
    13. Norman Loayza & Amine Ouazad & Romain Ranciere, 2017. "Financial Development, Growth, and Crisis: Is There a Trade-Off?," Working Papers 114, Peruvian Economic Association.
    14. Seven, Ünal & Yetkiner, Hakan, 2016. "Financial intermediation and economic growth: Does income matter?," Economic Systems, Elsevier, vol. 40(1), pages 39-58.
    15. Jérôme Creel & Paul Hubert & Fabien Labondance, 2017. "Financialisation risks and economic performance," Working Papers hal-03471756, HAL.
    16. Ugo Panizza, 2018. "Nonlinearities in the Relationship Between Finance and Growth," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 60(1), pages 44-53, March.
    17. Tongurai, Jittima & Vithessonthi, Chaiporn, 2018. "The impact of the banking sector on economic structure and growth," International Review of Financial Analysis, Elsevier, vol. 56(C), pages 193-207.
    18. Silva, Sergio H.R. da & Tabak, Benjamin M. & Cajueiro, Daniel O. & Fazio, Dimas M., 2017. "Economic growth, volatility and their interaction: What’s the role of finance?," Economic Systems, Elsevier, vol. 41(3), pages 433-444.
    19. Alberto Bucci & Simone Marsiglio, 2019. "Financial development and economic growth: long‐run equilibrium and transitional dynamics," Scottish Journal of Political Economy, Scottish Economic Society, vol. 66(3), pages 331-359, July.
    20. Ajai Chopra, 2015. "Financing Productivity- and Innovation-Led Growth in Developing Asia: International Lessons and Policy Issues," Working Paper Series WP15-6, Peterson Institute for International Economics.

    More about this item

    Keywords

    financial development; economic growth; finance-growth nexus; non-linearity; bank credit; debt securities; stock markets;
    All these keywords.

    JEL classification:

    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • G2 - Financial Economics - - Financial Institutions and Services
    • O4 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity

    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:jrs:wpaper:201707. 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: Peter Benczur (email available below). General contact details of provider: https://edirc.repec.org/data/ipjrces.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.