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Bank diversification and liquidity creation: Panel Granger-causality evidence from China

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  • Hou, Xiaohui
  • Li, Shuo
  • Li, Wanli
  • Wang, Qing

Abstract

This paper applies the empirical methodology of panel Granger-causality tests to test the relationship between bank diversification and liquidity creation, employing the panel vector autoregression models in a generalized method of moments framework. We find that an increase in the degree of bank diversification between traditional bank activities generating net interest income and non-traditional bank activities generating non-interest income reduces bank liquidity creation. However, an increase in the degree of bank diversification within non-traditional bank activities leads to an increase in bank liquidity creation. In the context of China's banking sector, the positive and negative aspects of bank diversification coexist. In addition, we do not find evidence of reverse causality between banks' diversification and liquidity creation. Furthermore, we examine whether the investigated empirical relationship will change for heterogeneous banks and find that the relationship between bank diversification and liquidity creation exhibits heterogeneity for banks with various characteristics.

Suggested Citation

  • Hou, Xiaohui & Li, Shuo & Li, Wanli & Wang, Qing, 2018. "Bank diversification and liquidity creation: Panel Granger-causality evidence from China," Economic Modelling, Elsevier, vol. 71(C), pages 87-98.
  • Handle: RePEc:eee:ecmode:v:71:y:2018:i:c:p:87-98
    DOI: 10.1016/j.econmod.2017.12.004
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    as
    1. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    2. Allen N. Berger & Christa H. S. Bouwman, 2009. "Bank Liquidity Creation," Review of Financial Studies, Society for Financial Studies, vol. 22(9), pages 3779-3837, September.
    3. 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.
    4. Hou, Xiaohui & Wang, Qing & Li, Cheng, 2015. "Role of off-balance sheet operations on bank scale economies: Evidence from China's banking sector," Emerging Markets Review, Elsevier, vol. 22(C), pages 140-153.
    5. Stiroh, Kevin J. & Rumble, Adrienne, 2006. "The dark side of diversification: The case of US financial holding companies," Journal of Banking & Finance, Elsevier, vol. 30(8), pages 2131-2161, August.
    6. Bengt Holmstrom & Jean Tirole, 1998. "Private and Public Supply of Liquidity," Journal of Political Economy, University of Chicago Press, vol. 106(1), pages 1-40, February.
    7. Stiroh, Kevin J, 2004. "Diversification in Banking: Is Noninterest Income the Answer?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(5), pages 853-882, October.
    8. Lepetit, Laetitia & Nys, Emmanuelle & Rous, Philippe & Tarazi, Amine, 2008. "Bank income structure and risk: An empirical analysis of European banks," Journal of Banking & Finance, Elsevier, vol. 32(8), pages 1452-1467, August.
    9. Horvath, Roman & Seidler, Jakub & Weill, Laurent, 2016. "How bank competition influences liquidity creation," Economic Modelling, Elsevier, vol. 52(PA), pages 155-161.
    10. Berger, Allen N. & Hasan, Iftekhar & Zhou, Mingming, 2010. "The effects of focus versus diversification on bank performance: Evidence from Chinese banks," Journal of Banking & Finance, Elsevier, vol. 34(7), pages 1417-1435, July.
    11. Hasan, Iftekhar & Jackowicz, Krzysztof & Kowalewski, Oskar & Kozłowski, Łukasz, 2013. "Market discipline during crisis: Evidence from bank depositors in transition countries," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5436-5451.
    12. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    13. Douglas W. Diamond & Philip H. Dybvig, 2000. "Bank runs, deposit insurance, and liquidity," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 24(Win), pages 14-23.
    14. Meslier, Céline & Tacneng, Ruth & Tarazi, Amine, 2014. "Is bank income diversification beneficial? Evidence from an emerging economy," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 31(C), pages 97-126.
    15. García-Posada, Miguel & Marchetti, Marcos, 2016. "The bank lending channel of unconventional monetary policy: The impact of the VLTROs on credit supply in Spain," Economic Modelling, Elsevier, vol. 58(C), pages 427-441.
    16. Meslier, Céline & Morgan, Donald P. & Samolyk, Katherine & Tarazi, Amine, 2016. "The benefits and costs of geographic diversification in banking," Journal of International Money and Finance, Elsevier, vol. 69(C), pages 287-317.
    17. Hartwig, Jochen, 2010. "Is health capital formation good for long-term economic growth? - Panel Granger-causality evidence for OECD countries," Journal of Macroeconomics, Elsevier, vol. 32(1), pages 314-325, March.
    18. Roman Horváth & Jakub Seidler & Laurent Weill, 2014. "Bank Capital and Liquidity Creation: Granger-Causality Evidence," Journal of Financial Services Research, Springer;Western Finance Association, vol. 45(3), pages 341-361, June.
    19. Li, Boyao & Xiong, Wanting & Chen, Liujun & Wang, Yougui, 2017. "The impact of the liquidity coverage ratio on money creation: A stock-flow based dynamic approach," Economic Modelling, Elsevier, vol. 67(C), pages 193-202.
    20. Michael R. M. Abrigo & Inessa Love, 2016. "Estimation of panel vector autoregression in Stata," Stata Journal, StataCorp LP, vol. 16(3), pages 778-804, September.
    21. Anil K. Kashyap & Raghuram Rajan & Jeremy C. Stein, 2002. "Banks as Liquidity Providers: An Explanation for the Coexistence of Lending and Deposit‐taking," Journal of Finance, American Finance Association, vol. 57(1), pages 33-73, February.
    22. Berger, Allen N. & Demsetz, Rebecca S. & Strahan, Philip E., 1999. "The consolidation of the financial services industry: Causes, consequences, and implications for the future," Journal of Banking & Finance, Elsevier, vol. 23(2-4), pages 135-194, February.
    23. Bernanke, Ben S, 1983. "Nonmonetary Effects of the Financial Crisis in Propagation of the Great Depression," American Economic Review, American Economic Association, vol. 73(3), pages 257-276, June.
    24. Qiang Zhang & Gui-Rong She, 2008. "Is there any effect of market discipline on China's bank supervision?," Journal of Economic Policy Reform, Taylor & Francis Journals, vol. 11(1), pages 29-35.
    25. Anthony M Santomero & David L. Eckles, 2000. "The Determinants Of Success In the New Financial Services Environment: Now That Firms Can Do Everything, What Should They Do And Why Should Regulators Care?," Center for Financial Institutions Working Papers 00-32, Wharton School Center for Financial Institutions, University of Pennsylvania.
    26. Sarah Sanya & Simon Wolfe, 2011. "Can Banks in Emerging Economies Benefit from Revenue Diversification?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 40(1), pages 79-101, October.
    27. Berger, Allen N. & Bouwman, Christa H.S., 2017. "Bank liquidity creation, monetary policy, and financial crises," Journal of Financial Stability, Elsevier, vol. 30(C), pages 139-155.
    28. repec:zbw:bofitp:2010_004 is not listed on IDEAS
    29. Qiang Zhang & Gui‐Rong She, 2008. "Is there any effect of market discipline on China’s bank supervision?," Journal of Economic Policy Reform, Taylor and Francis Journals, vol. 11(1), pages 29-35.
    30. Michael R.M. Abrigo & Inessa Love, 2016. "Estimation of Panel Vector Autoregression in Stata: a Package of Programs," Working Papers 201602, University of Hawaii at Manoa, Department of Economics.
    31. David L. Eckles & Anthony M. Santomero, 2000. "The determinants of success in the new financial services environment: now that firms can do everything, what should they do and why should regulators care?," Economic Policy Review, Federal Reserve Bank of New York, issue Oct, pages 11-23.
    32. Alexei Karas & William Pyle & Koen Schoors, 2013. "Deposit Insurance, Banking Crises, and Market Discipline: Evidence from a Natural Experiment on Deposit Flows and Rates," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(1), pages 179-200, February.
    33. Li, Li & Zhang, Yu, 2013. "Are there diversification benefits of increasing noninterest income in the Chinese banking industry?," Journal of Empirical Finance, Elsevier, vol. 24(C), pages 151-165.
    34. Froot, Kenneth A. & Stein, Jeremy C., 1998. "Risk management, capital budgeting, and capital structure policy for financial institutions: an integrated approach," Journal of Financial Economics, Elsevier, vol. 47(1), pages 55-82, January.
    35. Bliss, Richard T. & Rosen, Richard J., 2001. "CEO compensation and bank mergers," Journal of Financial Economics, Elsevier, vol. 61(1), pages 107-138, July.
    36. Berger, Allen & Bouwman, Christa, 2015. "Bank Liquidity Creation and Financial Crises," Elsevier Monographs, Elsevier, edition 1, number 9780128002339.
    37. Bryant, John, 1980. "A model of reserves, bank runs, and deposit insurance," Journal of Banking & Finance, Elsevier, vol. 4(4), pages 335-344, December.
    38. Mercieca, Steve & Schaeck, Klaus & Wolfe, Simon, 2007. "Small European banks: Benefits from diversification?," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 1975-1998, July.
    39. Mostak Ahamed, M., 2017. "Asset quality, non-interest income, and bank profitability: Evidence from Indian banks," Economic Modelling, Elsevier, vol. 63(C), pages 1-14.
    40. Boot, Arnoud W A & Greenbaum, Stuart I & Thakor, Anjan V, 1993. "Reputation and Discretion in Financial Contracting," American Economic Review, American Economic Association, vol. 83(5), pages 1165-1183, December.
    41. Andrews, Donald W. K. & Lu, Biao, 2001. "Consistent model and moment selection procedures for GMM estimation with application to dynamic panel data models," Journal of Econometrics, Elsevier, vol. 101(1), pages 123-164, March.
    42. repec:zbw:bofitp:2013_021 is not listed on IDEAS
    43. Shim, Jeungbo, 2013. "Bank capital buffer and portfolio risk: The influence of business cycle and revenue diversification," Journal of Banking & Finance, Elsevier, vol. 37(3), pages 761-772.
    44. Rajesh K. Aggarwal & Andrew A. Samwick, 2003. "Why Do Managers Diversify Their Firms? Agency Reconsidered," Journal of Finance, American Finance Association, vol. 58(1), pages 71-118, February.
    45. Judson, Ruth A. & Owen, Ann L., 1999. "Estimating dynamic panel data models: a guide for macroeconomists," Economics Letters, Elsevier, vol. 65(1), pages 9-15, October.
    46. Acharya, Viral & Song Shin, Hyun & Yorulmazer, Tanju, 2009. "Endogenous choice of bank liquidity: the role of fire sales," Bank of England working papers 376, Bank of England.
    47. Milbourn, Todd T. & Boot, Arnoud W. A. & Thakor, Anjan V., 1999. "Megamergers and expanded scope: Theories of bank size and activity diversity," Journal of Banking & Finance, Elsevier, vol. 23(2-4), pages 195-214, February.
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