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Financial innovation: The bright and the dark sides

Listed author(s):
  • Beck, Thorsten
  • Chen, Tao
  • Lin, Chen
  • Song, Frank M.

Based on data from 32 countries over the period 1996–2010, this paper is the first to assess the relationship between financial innovation, on the one hand, and bank growth and fragility, as well as economic growth, on the other hand. We find that different measures of financial innovation, capturing both a broad concept and specific innovations, are associated with faster bank growth, but also higher bank fragility and worse bank performance during the recent crisis. These effects are stronger in countries with larger securities markets and more restrictive regulatory frameworks. In spite of these seemingly ambiguous findings, our evidence points to a positive net effect of financial innovation on economic growth: financial innovation is associated with higher growth in countries and industries with better growth opportunities.

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Article provided by Elsevier in its journal Journal of Banking & Finance.

Volume (Year): 72 (2016)
Issue (Month): C ()
Pages: 28-51

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Handle: RePEc:eee:jbfina:v:72:y:2016:i:c:p:28-51
DOI: 10.1016/j.jbankfin.2016.06.012
Contact details of provider: Web page: http://www.elsevier.com/locate/jbf

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  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. W. Scott Frame & Lawrence J. White, 2004. "Empirical Studies of Financial Innovation: Lots of Talk, Little Action?," Journal of Economic Literature, American Economic Association, vol. 42(1), pages 116-144, March.
  3. Philippe Aghion & Nick Bloom & Richard Blundell & Rachel Griffith & Peter Howitt, 2005. "Competition and Innovation: an Inverted-U Relationship," The Quarterly Journal of Economics, Oxford University Press, vol. 120(2), pages 701-728.
  4. Raddatz, Claudio, 2006. "Liquidity needs and vulnerability to financial underdevelopment," Journal of Financial Economics, Elsevier, vol. 80(3), pages 677-722, June.
  5. Beck, Thorsten & De Jonghe, Olivier & Schepens, Glenn, 2013. "Bank competition and stability: Cross-country heterogeneity," Journal of Financial Intermediation, Elsevier, vol. 22(2), pages 218-244.
  6. Thorsten Beck & Asli Demirguc-Kunt & Luc Laeven & Ross Levine, 2008. "Finance, Firm Size, and Growth," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(7), pages 1379-1405, October.
  7. 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.
  8. Greenwood, Jeremy & Jovanovic, Boyan, 1990. "Financial Development, Growth, and the Distribution of Income," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 1076-1107, October.
  9. Jalal Akhavein & W. Scott Frame & Lawrence J. White, 2005. "The Diffusion of Financial Innovations: An Examination of the Adoption of Small Business Credit Scoring by Large Banking Organizations," The Journal of Business, University of Chicago Press, vol. 78(2), pages 577-596, March.
  10. Rohit Rahi & Jean-Pierre Zigrand, 2009. "Strategic Financial Innovation in Segmented Markets," Review of Financial Studies, Society for Financial Studies, vol. 22(8), pages 2941-2971, August.
  11. Gianni De Nicolo & Abu M. Jalal & John H. Boyd, 2006. "Bank Risk-Taking and Competition Revisited; New Theory and New Evidence," IMF Working Papers 06/297, International Monetary Fund.
  12. Djankov, Simeon & McLiesh, Caralee & Shleifer, Andrei, 2007. "Private credit in 129 countries," Journal of Financial Economics, Elsevier, vol. 84(2), pages 299-329, May.
  13. Ranciere, Romain & Tornell, Aaron & Westermann, Frank, 2006. "Decomposing the effects of financial liberalization: Crises vs. growth," Journal of Banking & Finance, Elsevier, vol. 30(12), pages 3331-3348, December.
  14. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, Oxford University Press, vol. 108(3), pages 717-737.
  15. Berger, Allen N & Frame, W Scott & Miller, Nathan H, 2005. "Credit Scoring and the Availability, Price, and Risk of Small Business Credit," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 37(2), pages 191-222, April.
  16. Allen, Franklin & Gale, Douglas, 1991. "Arbitrage, Short Sales, and Financial Innovation," Econometrica, Econometric Society, vol. 59(4), pages 1041-1068, July.
  17. Ross Levine, 1997. "Financial Development and Economic Growth: Views and Agenda," Journal of Economic Literature, American Economic Association, vol. 35(2), pages 688-726, June.
  18. 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.
  19. La Porta, Rafael & Lopez-de-Silanes, Florencio & Shleifer, Andrei & Vishny, Robert, 1999. "The Quality of Government," Journal of Law, Economics and Organization, Oxford University Press, vol. 15(1), pages 222-279, April.
  20. Gerard Caprio & James Barth & Ross Levine, 2008. "Bank Regulations Are Changing: But For Better or Worse?," Center for Development Economics 2008-04, Department of Economics, Williams College.
  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. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
  23. Barth,James R. & Caprio,Gerard & Levine,Ross, 2008. "Rethinking Bank Regulation," Cambridge Books, Cambridge University Press, number 9780521709309, October.
  24. Bekaert, Geert & Harvey, Campbell R. & Lundblad, Christian, 2005. "Does financial liberalization spur growth?," Journal of Financial Economics, Elsevier, vol. 77(1), pages 3-55, July.
  25. Franklin Allen, Douglas Gale, 1988. "Optimal Security Design," Review of Financial Studies, Society for Financial Studies, vol. 1(3), pages 229-263.
  26. 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.
  27. Elul Ronel, 1995. "Welfare Effects of Financial Innovation in Incomplete Markets Economies with Several Consumption Goods," Journal of Economic Theory, Elsevier, vol. 65(1), pages 43-78, February.
  28. Laeven, Luc & Levine, Ross, 2009. "Bank governance, regulation and risk taking," Journal of Financial Economics, Elsevier, vol. 93(2), pages 259-275, August.
  29. Bekaert, Geert & Harvey, Campbell R. & Lundblad, Christian, 2006. "Growth volatility and financial liberalization," Journal of International Money and Finance, Elsevier, vol. 25(3), pages 370-403, April.
  30. Abdul Abiad & Ashoka Mody, 2005. "Financial Reform: What Shakes It? What Shapes It?," American Economic Review, American Economic Association, vol. 95(1), pages 66-88, March.
  31. Dynan, Karen E. & Elmendorf, Douglas W. & Sichel, Daniel E., 2006. "Can financial innovation help to explain the reduced volatility of economic activity?," Journal of Monetary Economics, Elsevier, vol. 53(1), pages 123-150, January.
  32. Yihui Wang & Han Xia, 2014. "Do Lenders Still Monitor When They Can Securitize Loans?," Review of Financial Studies, Society for Financial Studies, vol. 27(8), pages 2354-2391.
  33. Nicola Cetorelli, 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, 04.
  34. Helpman, Elhanan, 1993. "Innovation, Imitation, and Intellectual Property Rights," Econometrica, Econometric Society, vol. 61(6), pages 1247-1280, November.
  35. 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.
  36. Duffie Darrell & Rahi Rohit, 1995. "Financial Market Innovation and Security Design: An Introduction," Journal of Economic Theory, Elsevier, vol. 65(1), pages 1-42, February.
  37. Huizinga, Harry & Laeven, Luc & Nicodeme, Gaetan, 2008. "Capital structure and international debt shifting," Journal of Financial Economics, Elsevier, vol. 88(1), pages 80-118, April.
  38. 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.
  39. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
  40. Acharya, Viral V. & Schnabl, Philipp & Suarez, Gustavo, 2013. "Securitization without risk transfer," Journal of Financial Economics, Elsevier, vol. 107(3), pages 515-536.
  41. Laeven, Luc & Levine, Ross & Michalopoulos, Stelios, 2015. "Financial innovation and endogenous growth," Journal of Financial Intermediation, Elsevier, vol. 24(1), pages 1-24.
  42. Philippe Aghion & Peter Howitt & David Mayer-Foulkes, 2005. "The Effect of Financial Development on Convergence: Theory and Evidence," The Quarterly Journal of Economics, Oxford University Press, vol. 120(1), pages 173-222.
  43. Miller, Merton H., 1986. "Financial Innovation: The Last Twenty Years and the Next," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 21(04), pages 459-471, December.
  44. 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.
  45. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769, March.
  46. Bekaert, Geert & Harvey, Campbell R. & Lundblad, Christian, 2011. "Financial Openness and Productivity," World Development, Elsevier, vol. 39(1), pages 1-19, January.
  47. Richard J. Rosen, 2007. "The role of securitization in mortgage lending," Chicago Fed Letter, Federal Reserve Bank of Chicago, issue Nov.
  48. Michael B. Devereux & Changhua Yu, 2014. "International Financial Integration and Crisis Contagion," NBER Working Papers 20526, National Bureau of Economic Research, Inc.
  49. Merton H. Miller, 1992. "Financial Innovation: Achievements And Prospects," Journal of Applied Corporate Finance, Morgan Stanley, vol. 4(4), pages 4-11.
  50. Berger, Allen N, 2003. " The Economic Effects of Technological Progress: Evidence from the Banking Industry," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 35(2), pages 141-176, April.
  51. Beck, Thorsten & Lundberg, Mattias & Majnoni, Giovanni, 2006. "Financial intermediary development and growth volatility: Do intermediaries dampen or magnify shocks?," Journal of International Money and Finance, Elsevier, vol. 25(7), pages 1146-1167, November.
  52. Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-529, October.
  53. Markus K. Brunnermeier, 2009. "Deciphering the Liquidity and Credit Crunch 2007-2008," Journal of Economic Perspectives, American Economic Association, vol. 23(1), pages 77-100, Winter.
  54. Mark Grinblatt & Francis A. Longstaff, 2000. "Financial Innovation and the Role of Derivative Securities: An Empirical Analysis of the Treasury STRIPS Program," Journal of Finance, American Finance Association, vol. 55(3), pages 1415-1436, 06.
  55. Raymond Fisman & Inessa Love, 2004. "Financial Development and Intersectoral Allocation: A New Approach," Journal of Finance, American Finance Association, vol. 59(6), pages 2785-2807, December.
  56. Robert DeYoung, 2005. "The Performance of Internet-Based Business Models: Evidence from the Banking Industry," The Journal of Business, University of Chicago Press, vol. 78(3), pages 893-948, May.
  57. Allen, Franklin & Carletti, Elena, 2006. "Credit risk transfer and contagion," Journal of Monetary Economics, Elsevier, vol. 53(1), pages 89-111, January.
  58. Giovanni Dell’Ariccia & Deniz Igan & Luc Laeven, 2012. "Credit Booms and Lending Standards: Evidence from the Subprime Mortgage Market," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44, pages 367-384, 03.
  59. Wagner, Wolf, 2007. "The liquidity of bank assets and banking stability," Journal of Banking & Finance, Elsevier, vol. 31(1), pages 121-139, January.
  60. 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.
  61. Josh Lerner & Peter Tufano, 2011. "The Consequences of Financial Innovation: A Counterfactual Research Agenda," NBER Chapters,in: The Rate and Direction of Inventive Activity Revisited, pages 523-575 National Bureau of Economic Research, Inc.
  62. Stephen A. Ross, 1976. "Options and Efficiency," The Quarterly Journal of Economics, Oxford University Press, vol. 90(1), pages 75-89.
  63. Cohen, Wesley M & Klepper, Steven, 1996. "Firm Size and the Nature of Innovation within Industries: The Case of Process and Product R&D," The Review of Economics and Statistics, MIT Press, vol. 78(2), pages 232-243, May.
  64. DeYoung, Robert & Lang, William W. & Nolle, Daniel L., 2007. "How the Internet affects output and performance at community banks," Journal of Banking & Finance, Elsevier, vol. 31(4), pages 1033-1060, April.
  65. Henderson, Brian J. & Pearson, Neil D., 2011. "The dark side of financial innovation: A case study of the pricing of a retail financial product," Journal of Financial Economics, Elsevier, vol. 100(2), pages 227-247, May.
  66. W. Scott Frame & Lawrence J. White, 2009. "Technological Change, Financial Innovation, and Diffusion in Banking," Working Papers 09-03, New York University, Leonard N. Stern School of Business, Department of Economics.
  67. Jean Arcand & Enrico Berkes & Ugo Panizza, 2015. "Too much finance?," Journal of Economic Growth, Springer, vol. 20(2), pages 105-148, June.
  68. Romain Rancière & Aaron Tornell & Frank Westermann, 2008. "Systemic Crises and Growth," The Quarterly Journal of Economics, Oxford University Press, vol. 123(1), pages 359-406.
  69. Robert DeYoung, 2001. "The financial performance of pure play Internet banks," Economic Perspectives, Federal Reserve Bank of Chicago, issue Q I, pages 60-78.
  70. Houston, Joel F. & James, Christopher, 1995. "CEO compensation and bank risk Is compensation in banking structured to promote risk taking?," Journal of Monetary Economics, Elsevier, vol. 36(2), pages 405-431, November.
  71. Blackburn, Keith & Hung, Victor T Y, 1998. "A Theory of Growth, Financial Development and Trade," Economica, London School of Economics and Political Science, vol. 65(257), pages 107-124, February.
  72. Amiyatosh Purnanandam, 2011. "Originate-to-distribute Model and the Subprime Mortgage Crisis," Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 1881-1915.
  73. Aghion, Philippe & Bacchetta, Philippe & Rancière, Romain & Rogoff, Kenneth, 2009. "Exchange rate volatility and productivity growth: The role of financial development," Journal of Monetary Economics, Elsevier, vol. 56(4), pages 494-513, May.
  74. Marti G. Subrahmanyam & Dragon Yongjun Tang & Sarah Qian Wang, 2014. "Does the Tail Wag the Dog?: The Effect of Credit Default Swaps on Credit Risk," Review of Financial Studies, Society for Financial Studies, vol. 27(10), pages 2927-2960.
  75. Frame, W Scott & Srinivasan, Aruna & Woosley, Lynn, 2001. "The Effect of Credit Scoring on Small-Business Lending," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 33(3), pages 813-825, August.
  76. Geert Bekaert & Campbell R. Harvey & Christian Lundblad & Stephan Siegel, 2007. "Global Growth Opportunities and Market Integration," Journal of Finance, American Finance Association, vol. 62(3), pages 1081-1137, 06.
  77. 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.
  78. Beltratti, Andrea & Stulz, René M., 2012. "The credit crisis around the globe: Why did some banks perform better?," Journal of Financial Economics, Elsevier, vol. 105(1), pages 1-17.
  79. 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, 06.
  80. Abdul Abiad & Enrica Detragiache & Thierry Tressel, 2010. "A New Database of Financial Reforms," IMF Staff Papers, Palgrave Macmillan, vol. 57(2), pages 281-302, June.
  81. Lerner, Josh, 2006. "The new new financial thing: The origins of financial innovations," Journal of Financial Economics, Elsevier, vol. 79(2), pages 223-255, February.
  82. Òscar Jordà & Moritz Schularick & Alan M. Taylor, 2013. "When Credit Bites Back," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(s2), pages 3-28, December.
  83. Kristopher S. Gerardi & Harvey S. Rosen & Paul S. Willen, 2010. "The Impact of Deregulation and Financial Innovation on Consumers: The Case of the Mortgage Market," Journal of Finance, American Finance Association, vol. 65(1), pages 333-360, 02.
  84. Silber, William L, 1983. "The Process of Financial Innovation," American Economic Review, American Economic Association, vol. 73(2), pages 89-95, May.
  85. James R Barth & Gerard Caprio & Ross Levine, 2008. "Bank Regulations are Changing: For Better or Worse?," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 50(4), pages 537-563, December.
  86. 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.
  87. Pierre-Cyrille Hautcoeur, 2009. "Financial markets," Post-Print halshs-00754783, HAL.
  88. Lee G. Branstetter & Raymond Fisman & C. Fritz Foley, 2006. "Do Stronger Intellectual Property Rights Increase International Technology Transfer? Empirical Evidence from U. S. Firm-Level Panel Data," The Quarterly Journal of Economics, Oxford University Press, vol. 121(1), pages 321-349.
  89. Robert C. Merton, 1992. "Financial Innovation And Economic Performance," Journal of Applied Corporate Finance, Morgan Stanley, vol. 4(4), pages 12-22.
  90. Benjamin J. Keys & Tanmoy Mukherjee & Amit Seru & Vikrant Vig, 2010. "Did Securitization Lead to Lax Screening? Evidence from Subprime Loans," The Quarterly Journal of Economics, Oxford University Press, vol. 125(1), pages 307-362.
  91. Wagner, Wolf, 2007. "Financial development and the opacity of banks," Economics Letters, Elsevier, vol. 97(1), pages 6-10, October.
  92. Josh Lerner & Peter Tufano, 2011. "The Consequences of Financial Innovation: A Counterfactual Research Agenda," Annual Review of Financial Economics, Annual Reviews, vol. 3(1), pages 41-85, December.
  93. repec:hrv:faseco:30747160 is not listed on IDEAS
  94. Barth, James R. & Caprio, Gerard, Jr. & Levine, Ross, 2008. "Bank regulations are changing : for better or worse ?," Policy Research Working Paper Series 4646, The World Bank.
  95. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, Oxford University Press, vol. 58(2), pages 277-297.
  96. Raghuram G. Rajan, 2006. "Has Finance Made the World Riskier?," European Financial Management, European Financial Management Association, vol. 12(4), pages 499-533.
  97. Norden, Lars & Silva Buston, Consuelo & Wagner, Wolf, 2014. "Financial innovation and bank behavior: Evidence from credit markets," Journal of Economic Dynamics and Control, Elsevier, vol. 43(C), pages 130-145.
  98. W. Scott Frame & Michael Padhi & Lynn W. Woosley, 2001. "The effect of credit scoring on small business lending in low- and moderate-income areas," FRB Atlanta Working Paper 2001-6, Federal Reserve Bank of Atlanta.
  99. Beck, Thorsten & Levine, Ross, 2002. "Industry growth and capital allocation:*1: does having a market- or bank-based system matter?," Journal of Financial Economics, Elsevier, vol. 64(2), pages 147-180, May.
  100. Borja Larrain, 2006. "Do Banks Affect the Level and Composition of Industrial Volatility?," Journal of Finance, American Finance Association, vol. 61(4), pages 1897-1925, 08.
  101. Alessio Saretto & Heather E. Tookes, 2013. "Corporate Leverage, Debt Maturity, and Credit Supply: The Role of Credit Default Swaps," Review of Financial Studies, Society for Financial Studies, vol. 26(5), pages 1190-1247.
  102. 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.
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