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The role of nonlinearity on the financial development–economic performance nexus: an econometric application to Italian banks

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  • Cristian Barra

    (University of Salerno)

  • Nazzareno Ruggiero

    (University of Salerno)

Abstract

Using data for Italian banks over the 2001–2012 period, we assess the existence of a nonlinear relationship between finance and growth, through the application of alternative measures of financial development. We show that both branch density and aggregate credits over GDP positively contribute to economic performance. While the relationship between branch density and economic activity is shown to be monotonic, an inverted U-shape is found once aggregate credits to GDP are employed as the main measure of financial development. Evidence presented in this paper further reveals that concentrated markets, that is, monopolistic and oligopolistic markets, facilitate economic growth, especially when credits to GDP are employed. Several robustness checks confirm our findings.

Suggested Citation

  • Cristian Barra & Nazzareno Ruggiero, 2021. "The role of nonlinearity on the financial development–economic performance nexus: an econometric application to Italian banks," Empirical Economics, Springer, vol. 60(5), pages 2293-2322, May.
    • Handle: RePEc:spr:empeco:v:60:y:2021:i:5:d:10.1007_s00181-020-01836-0
    DOI: 10.1007/s00181-020-01836-0
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    1. Valerie R. Bencivenga & Bruce D. Smith, 1991. "Financial Intermediation and Endogenous Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 195-209.
    2. Riccardo Lucchetti & Luca Papi & Alberto Zazzaro, 2001. "Banks’ Inefficiency and Economic Growth: A Micro‐Macro Approach," Scottish Journal of Political Economy, Scottish Economic Society, vol. 48(4), pages 400-424, September.
    3. Shandre M. Thangavelu & Ang Beng Jiunn & James, 2004. "Financial development and economic growth in Australia: An empirical analysis," Empirical Economics, Springer, vol. 29(2), pages 247-260, May.
    4. Hakan Yilmazkuday, 2011. "Thresholds in the Finance-Growth Nexus: A Cross-Country Analysis," The World Bank Economic Review, World Bank, vol. 25(2), pages 278-295, May.
    5. Jith Jayaratne & Philip E. Strahan, 1996. "The Finance-Growth Nexus: Evidence from Bank Branch Deregulation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(3), pages 639-670.
    6. Seo, Myung Hwan & Shin, Yongcheol, 2016. "Dynamic panels with threshold effect and endogeneity," Journal of Econometrics, Elsevier, vol. 195(2), pages 169-186.
    7. John H. Boyd & Stanley L. Graham, 1986. "Risk, regulation, and bank holding company expansion into nonbanking," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 10(Spr), pages 2-17.
    8. repec:hal:spmain:info:hdl:2441/5euk7d0f8t81prfu1k2sspdcok is not listed on IDEAS
    9. 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.
    10. Michael Enowbi‐Batuo & Mlambo Kupukile, 2010. "How can economic and political liberalisation improve financial development in African countries?," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 2(1), pages 35-59, April.
    11. 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.
    12. Allen Berger & Iftekhar Hasan & Leora Klapper, 2004. "Further Evidence on the Link between Finance and Growth: An International Analysis of Community Banking and Economic Performance," Journal of Financial Services Research, Springer;Western Finance Association, vol. 25(2), pages 169-202, April.
    13. Bonaccorsi di Patti, Emilia & Dell'Ariccia, Giovanni, 2004. "Bank Competition and Firm Creation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(2), pages 225-251, April.
    14. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    15. Jinzhao Chen & Thérèse Quang, 2012. "International Financial Integration and Economic Growth: New Evidence on Threshold Effects," PSE Working Papers halshs-00710139, HAL.
    16. Jokipii, Terhi & Monnin, Pierre, 2013. "The impact of banking sector stability on the real economy," Journal of International Money and Finance, Elsevier, vol. 32(C), pages 1-16.
    17. AMENDOLA, Adalgiso & BARRA, Cristian & BOCCIA, Marinella & PAPACCIO, Anna, 2018. "Market Structure and Financial Stability: Theory and Evidence," CELPE Discussion Papers 156, CELPE - CEnter for Labor and Political Economics, University of Salerno, Italy.
    18. Andrea Vaona, 2009. "Regional evidence on financial development, finance term structure and growth," Studies in Empirical Economics, in: Giuseppe Arbia & Badi H. Baltagi (ed.), Spatial Econometrics, pages 185-201, Springer.
    19. Deidda, Luca & Fattouh, Bassam, 2002. "Non-linearity between finance and growth," Economics Letters, Elsevier, vol. 74(3), pages 339-345, February.
    20. Cristian Barra & Roberto Zotti, 2019. "Market power and stability of financial institutions: evidence from the Italian banking sector," Journal of Financial Regulation and Compliance, Emerald Group Publishing Limited, vol. 28(2), pages 235-265, December.
    21. Creel, Jérôme & Hubert, Paul & Labondance, Fabien, 2015. "Financial stability and economic performance," Economic Modelling, Elsevier, vol. 48(C), pages 25-40.
    22. 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.
    23. 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.
    24. Felix Rioja & Neven Valev, 2004. "Finance and the Sources of Growth at Various Stages of Economic Development," Economic Inquiry, Western Economic Association International, vol. 42(1), pages 127-140, January.
    25. Aurélien Leroy, 2019. "Banking competition, financial dependence and productivity growth in Europe," Post-Print hal-03537519, HAL.
    26. King, Robert G. & Levine, Ross, 1993. "Finance, entrepreneurship and growth: Theory and evidence," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 513-542, December.
    27. repec:zbw:bofrdp:2009_013 is not listed on IDEAS
    28. Chen, Jinzhao & Quang, Thérèse, 2014. "The impact of international financial integration on economic growth: New evidence on threshold effects," Economic Modelling, Elsevier, vol. 42(C), pages 475-489.
    29. Demirgüç-Kunt, Asli & Huizinga, Harry, 2010. "Bank activity and funding strategies: The impact on risk and returns," Journal of Financial Economics, Elsevier, vol. 98(3), pages 626-650, December.
    30. Juan Fernandez de Guevara & Joaquin Maudos, 2009. "Regional Financial Development and Bank Competition: Effects on Firms' Growth," Regional Studies, Taylor & Francis Journals, vol. 43(2), pages 211-228.
    31. Barra, Cristian & Destefanis, Sergio & Lubrano Lavadera, Giuseppe, 2016. "Risk and regulation: A difference-in-differences analysis for Italian local banks," Finance Research Letters, Elsevier, vol. 17(C), pages 25-32.
    32. Alsamara, Mouyad & Mrabet, Zouhair & Jarallah, Shaif & Barkat, Karim, 2019. "The switching impact of financial stability and economic growth in Qatar: Evidence from an oil-rich country," The Quarterly Review of Economics and Finance, Elsevier, vol. 73(C), pages 205-216.
    33. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    34. Jean Arcand & Enrico Berkes & Ugo Panizza, 2015. "Too much finance?," Journal of Economic Growth, Springer, vol. 20(2), pages 105-148, June.
    35. 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.
    36. 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.
    37. Laeven, Luc & Levine, Ross, 2009. "Bank governance, regulation and risk taking," Journal of Financial Economics, Elsevier, vol. 93(2), pages 259-275, August.
    38. Fu-Sheng Hung, 2009. "Explaining the nonlinear effects of financial development on economic growth," Journal of Economics, Springer, vol. 97(1), pages 41-65, May.
    39. Giovanni S. F. Bruno, 2005. "Estimation and inference in dynamic unbalanced panel-data models with a small number of individuals," Stata Journal, StataCorp LP, vol. 5(4), pages 473-500, December.
    40. Stijn Claessens & Luc Laeven, 2005. "Financial Dependence, Banking Sector Competition, and Economic Growth," Journal of the European Economic Association, MIT Press, vol. 3(1), pages 179-207, March.
    41. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2009. "Does Local Financial Development Matter?," Springer Books, in: Damiano Bruno Silipo (ed.), The Banks and the Italian Economy, chapter 0, pages 31-66, Springer.
    42. Cristian Barra & Giovanna Bimonte & Roberto Zotti, 2016. "On the relationship among efficiency, capitalization and risk: does management matter in local banking market?," Applied Economics, Taylor & Francis Journals, vol. 48(41), pages 3912-3934, September.
    43. John H. Boyd & Stanley L. Graham, 1988. "The profitability and risk effects of allowing bank holding companies to merge with other financial firms: a simulation study," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 12(Spr), pages 3-20.
    44. Wahyoe Soedarmono & Iftekhar Hasan & Nuruzzaman Arsyad, 2017. "Non-linearity in the finance-growth nexus: Evidence from Indonesia," International Economics, CEPII research center, issue 150, pages 19-35.
    45. Jo Thori Lind & Halvor Mehlum, 2010. "With or Without U? The Appropriate Test for a U‐Shaped Relationship," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 72(1), pages 109-118, February.
    46. S. Destefanis & C. Barra & G. Lubrano Lavadera, 2014. "Financial development and local growth: evidence from highly disaggregated Italian data," Applied Financial Economics, Taylor & Francis Journals, vol. 24(24), pages 1605-1615, December.
    47. Boyd, John H. & Runkle, David E., 1993. "Size and performance of banking firms : Testing the predictions of theory," Journal of Monetary Economics, Elsevier, vol. 31(1), pages 47-67, February.
    48. Paolo Angelini & Nicola Cetorelli, 1999. "Bank competition and regulatory reform: the case of the Italian banking industry," Working Paper Series WP-99-32, Federal Reserve Bank of Chicago.
    49. Hasan, Iftekhar & Koetter, Michael & Wedow, Michael, 2009. "Regional growth and finance in Europe: Is there a quality effect of bank efficiency?," Journal of Banking & Finance, Elsevier, vol. 33(8), pages 1446-1453, August.
    50. Uhde, André & Heimeshoff, Ulrich, 2009. "Consolidation in banking and financial stability in Europe: Empirical evidence," Journal of Banking & Finance, Elsevier, vol. 33(7), pages 1299-1311, July.
    51. Fiordelisi, Franco & Mare, Davide Salvatore, 2014. "Competition and financial stability in European cooperative banks," Journal of International Money and Finance, Elsevier, vol. 45(C), pages 1-16.
    52. Juan Fernandez de Guevara & Joaquin Maudos, 2011. "Banking competition and economic growth: cross-country evidence," The European Journal of Finance, Taylor & Francis Journals, vol. 17(8), pages 739-764.
    53. Philippe Aghion & Steven Durlauf (ed.), 2005. "Handbook of Economic Growth," Handbook of Economic Growth, Elsevier, edition 1, volume 1, number 1.
    54. Cristian BARRA & Roberto ZOTTI, 2019. "Bank Performance, Financial Stability And Market Concentration: Evidence From Cooperative And Non‐Cooperative Banks," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 90(1), pages 103-139, March.
    55. Aurélien Leroy, 2019. "Banking competition, financial dependence and productivity growth in Europe," International Economics, CEPII research center, issue 159, pages 1-17.
    56. 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.
    57. Rousseau, Peter L. & Wachtel, Paul, 2002. "Inflation thresholds and the finance-growth nexus," Journal of International Money and Finance, Elsevier, vol. 21(6), pages 777-793, November.
    58. Chen, K.C. & Wu, Lifan & Wen, Jian, 2013. "The relationship between finance and growth in China," Global Finance Journal, Elsevier, vol. 24(1), pages 1-12.
    59. Angelini, P. & Di Salvo, R. & Ferri, G., 1998. "Availability and cost of credit for small businesses: Customer relationships and credit cooperatives," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 925-954, August.
    60. Law, Siong Hook & Singh, Nirvikar, 2014. "Does too much finance harm economic growth?," Journal of Banking & Finance, Elsevier, vol. 41(C), pages 36-44.
    61. Fink, Gerhard & Haiss, Peter & Vuksic, Goran, 2009. "Contribution of financial market segments at different stages of development: Transition, cohesion and mature economies compared," Journal of Financial Stability, Elsevier, vol. 5(4), pages 431-455, December.
    62. 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.
    63. repec:zbw:bofrdp:2004_008 is not listed on IDEAS
    64. Houston, Joel F. & Lin, Chen & Lin, Ping & Ma, Yue, 2010. "Creditor rights, information sharing, and bank risk taking," Journal of Financial Economics, Elsevier, vol. 96(3), pages 485-512, June.
    65. Coccorese, Paolo, 2009. "Market power in local banking monopolies," Journal of Banking & Finance, Elsevier, vol. 33(7), pages 1196-1210, July.
    66. Sheila Dow & Carlos Rodriguez-Fuentes, 1997. "Regional Finance: A Survey," Regional Studies, Taylor & Francis Journals, vol. 31(9), pages 903-920.
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    More about this item

    Keywords

    Financial development; Economic performance; Nonlinearity; Market stability; Market structure;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • L89 - Industrial Organization - - Industry Studies: Services - - - Other

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