Time Series Analysis of Financial stability of banks: Evidence from Saudi Arabia

Hassan, Ghassan and Stefano, Fachin (2014): Time Series Analysis of Financial stability of banks: Evidence from Saudi Arabia. Published in: Review of Financial Economics , Vol. 31, (7 June 2016): pp. 3-17.

Abstract

Islamic banks are characterized by their compliance with Islamic laws and practices, primarily the prohibition of interest and the trading of loans. During the 2008–2009 financial crisis, when a large number of conventional banks announced bankruptcy, no Islamic bank failures were reported. However, there is no clear consensus in the literature on the question of whether Islamic banks are more or less stable than conventional banks. To shed some light on this issue, we studied a sample of Saudi banks using quarterly data over a period centered on the 2008 financial crisis. Careful analysis of the data suggested first of all that many of the variables typically used in financial stability studies may be non-stationary, a methodological point largely ignored in the literature. Using time-series methods suitable for this type of data, we concluded that individual heterogeneity may matter more than either the conventional or Islamic nature of the banks. Concentrating on the largest banks, we find that Islamic banks contribute positively to the stability of the system.

https://doi.org/10.1016/j.rfe.2016.06.007

• Item Type: MPRA Paper
• Language: English
• Keywords: Financial crisis, financial stability, z-score model, Islamic banks, Saudi Arabia.
• Subjects: C - Mathematical and Quantitative Methods > C1 - Econometric and Statistical Methods and Methodology: General; G - Financial Economics > G2 - Financial Institutions and Services > G21 - Banks ; Depository Institutions ; Micro Finance Institutions ; Mortgages; G - Financial Economics > G2 - Financial Institutions and Services > G28 - Government Policy and Regulation

References

1. Abedifar P, Molyneux P, Tazari A, 2013. Risk and stability in Islamic banking. Review of Finance. DOI:10.1093/rof/rfs041

2. Ahmad A, Hassan MK, 2007. Regulation and performance of Islamic banking in Bangladesh. Thunderbird International Business Review, 49(2), 251–277.

3. AlKholy H, 2009. Impact of International Financial Crisis on Banking Sector: Consequences and ways to face—Evidence from Saudi banks. [Online] Available from: http://www.iifef.org/node/1154 [Accessed 4th March 2013].

4. Allen W, Wood G, 2006. Defining and achieving financial stability. Journal of Financial Stability, 2(2), 152–172. DOI: 10.1016/j.jfs.2005.10.001

5. Altman EI, 2002. Bankruptcy, credit risk, and high yield junk bonds. Malden, MA: Blackwell Publishers Inc.

6. Altman EI, 1968. Financial ratios, discriminant analysis and the prediction of corporate bankruptcy. Journal of Finance, 23(4), 589–609.

7. Ariss RT, 2010. Competitive conditions in Islamic and conventional banking: A global perspective. Review of Financial Economics, 19(3), 101–108.

8. Beck T, Demirgüç-Kunt A, Merrouche O, 2013. Islamic vs. conventional banking: Business model, efficiency and stability. Journal of Banking & Finance, 37(2), 433–447.

9. Beck T, Demirgüç-Kunt A, Levine R, 2006. Bank concentration, competition, and crises: First results. Journal of Banking & Finance, 30(5), 1581–1603.

10. Bing X, Rixtel AV, Leuvensteijn MV, 2013. Measuring bank competition in China: a comparison of new versus conventional approaches applied to loan markets. BIS Working Papers, Number 422.

11. Boone J, 2008. A new way to measure competition. Economic Journal, 118, 1245–1261.

12. Borio C, 2006. Monetary and financial stability: here to stay? Journal of Banking & Finance, 30(12), 3407–3414.

13. Boyd JH, Runkle DE, 1993. Size and performance of banking firms: Testing the predictions of theory. Journal of Monetary Economics, 31, 47–67.

14. Boyd JH, Graham SL, 1986. Risk, regulation, and bank holding company expansion into nonbanking. Quarterly Review - Federal Reserve Bank of Minneapolis, 10(2), 2–17.

15. Carrion-i-Silvestre JL, Sansó A, 2006. Joint hypothesis specification for unit root tests with a structural break. Econometrics Journal, 9(2), 196–224.

16. Chapra MU, 2005. Financial Stability: the Role Paradigm and Support Institutions. In ‘Islamic Financial Architecture: Risk Management and Financial Stability’ Part II, Seminar Proceedings of ICIB (Sept-Oct 2003), No. 46, IRTI (Edition), pages 109–138. Available [online] www.irtipms.org/OpenSave.asp?pub=216.pdf

17. Chapra MU, 2000. Why has Islam prohibited interest? Rationale behind the prohibition of interest. Review of Islamic Economics, 9, 5–20.

18. CIBAFI, 2009. Principles of Financial Moderation: Ten principles for creating a balanced and just financial and banking system. Comprehensive Summary, General Council for Islamic Banks and Financial Institutions Report. http://www.cibafi.org/

19. Čihak M, Hesse H, 2010. Islamic banks and financial stability: An empirical analysis. Journal of Financial Services Research, 38(2), 95–113.

20. Čihak M, 2007. Systemic loss: A measure of financial stability. Czech Journal of Economics and Finance, 57(1-2), 5–26.

21. Corts K, 1999. Conduct parameters and the measurement of market power. Journal of Econometrics, 88, 227–250.

22. Demirguc-Kunt A, Detragiache E, 1998. The Determinants of banking crises in developing and developed Countries. International Monetary Fund Staff Papers 45(1), 81–109.

23. Di Giorgio G, Rotondi Z, 2011. Financial stability, interest-rate smoothing and equilibrium determinacy. Journal of Financial Stability, 7, 1–9.

24. Enders W, Siklos PL, 2001. Cointegration and threshold adjustment. Journal of Business and Economic Statistics, 19(2), 166–176.

25. Elliott G, Rothenberg T, Stock J, 1996. Efficient tests for an autoregressive unit root. Econometrica, 64, 813–836.

26. Engle RF, Granger CWJ, 1987. Cointegration and Error-correction: Representation, Estimation and Testing. Econometrica, 49, 251–276.

27. Evrensel AY, 2008. Banking Crisis and Financial Structure: A Survival-Time Analysis. International Review of Economics and Finance, 17(4), 589–602.

28. Fachin S, 2007. Long-run trends in internal migrations in Italy: A study in panel cointegration with dependent units. Journal of Applied Econometrics, 22(2), 401–428. FDIC, 2010. http://www.fdic.gov/bank/individual/failed/banklist.html

29. Ghassan HB, Taher FB, 2013. Financial stability of Islamic and conventional banks in Saudi Arabia: Evidence using pooled and panel models. Chapter 9, volume 2, In Book “Islamic finance: Risk, stability and growth” edited by

30. Mehmet Asutay and Abdullah Turkistani, GRM 2012 Cambridge Conference Publication, Gerlach, Cambridge. http://mpra.ub.uni-muenchen.de/54472/1/MPRA_paper_54472.pdf

31. Ghassan HB, Taher FB, Adhailan SS, 2011. The impacts of International Financial Crisis on Saudi Arabia economy: SVAR model. Islamic Economic Studies, 17(2), 1–34.

32. Goodhart C, 2006. A Framework for Assessing Financial Stability? Journal of Banking and Finance, 30(12), 3415–3422.

33. Hannan TH, Hanweck GA, 1988. Bank insolvency risk and the market for large certificates of deposit. Journal of Money, Credit and Banking, 20 (2), 203–211.

34. Hasan M, Dridi J, 2010. The effects of the global crisis on Islamic banks and conventional banks: A comparative study. IMF Working Paper 10/201. Washington, D.C: IMF.

35. Hassan MK, Kayed RN, Oseni UA, 2013. Introduction to Islamic Banking and Finance: Principles and Practice. Pearson Education Limited. ISBN 978-0-2737-3731-5.

36. Hassan MK, Kayed R, 2009. The Global Financial Crisis, Risk Management and Social Justice in Islamic Finance. ISRA Journal of Islamic Finance, 1(1), 33–58. http://www.sesric.org/imgs/news/image/585-paper-1.pdf

37. Hassan MK, Lewis M, 2007. Handbook of Islamic Banking. Edward Elgar Publishing, Inc, UK.

38. Hassan MK, 2006. The X-efficiency in Islamic banks. Islamic Economic Studies, 13(2), 49–78.

39. Houston JF, Chen L, Ping L, Yue M, 2010. Creditor rights, information sharing, and bank risk taking. Journal of Financial Economics, 96(3), 485–512.

40. Imam P, Kpodar K, 2010. Islamic banking: How has it diffused? IMF Working Paper 10/195. Washington, D.C: IMF.

41. INET, 2012. Institute for the new economic thinking. http://ineteconomics.org

42. Ioannides C, Peel D, Peel M, 2003. The time series properties of financial ratios: Lev revisited. Journal of Business Finance and Accounting, 30, 699–714.

43. Islamic Financial Services Board, 2005. Guiding principles of risk management for institutions (other than insurance institutions) offering only Islamic financial services. Islamic Financial Services Board.

44. Johansen S, Juselius K, 1990. Maximum Likelihood Estimation and Inference on Cointegration with Application to the Demand for Money. Oxford Bulletin of Economics and Statistics, 52, 169–210.

45. Kainer ER, 2013. Towards a program for financial stability. Journal of Economic Behavior & Organization, 85, 207–218.

46. Khan F, 2010. How ‘Islamic’ is Islamic banking? Journal of Economic Behavior & Organization, 76(3), 805–820.

47. Khan T, Ahmed H, 2001. Risk management: an analysis of issues in Islamic financial industry. Occasional Paper 5, IRTI/IDB.

48. Laeven L, Levine R, 2009. Bank governance, regulation and risk-taking. Journal of Financial Economics, 93, 259–275.

49. Lepetit L, Strobel F, 2013. Bank insolvency risk and time-varying Z-score measures. Journal of International Financial Markets, Institutions and Money, 25, 73–87.

50. Maechler A, Mitra S, Worrell D, 2005. Exploring financial risks and vulnerabilities in new and potential EU member states. Paper delivered at the 2nd Annual DG ECFIN Research Conference: Financial stability and the convergence process in Europe, October.

51. Männasoo KA, Mayes DG, 2009. Explaining bank distress in Eastern European transition economies. Journal of Banking and Finance, 33, 244–253.

52. Mishkin FS, 1999. Global financial instability: framework, events, issues. Journal of Economic Perspectives, 13, 3–20.

53. National Competitiveness Center, 2011. The Financial services sector in Saudi Arabia: Islamic Finance: Competitiveness review, December. [Online] Available from: www.saudincc.org.sa [Accessed 4th Mar 2013].

54. Pappas V, Izzeldin M, Fuertes AM, 2012. Failure Risk in Islamic and Conventional Banks. Electronic copy available at: http:/ssrn.com/abstract=2070957

55. Perron P, 1989. The Great Crash, the Oil Price Shock, and the Unit Root Hypothesis. Econometrica, 57(6), 1361–1401.

56. Phillips PCR, Hansen RE, 1990. Statistical Inference in Instrumental Variable Regression with I(1) Variables. Review of Economic Studies, 57, 99–125.

57. Poloz SS, 2006. Financial stability: a worthy goal, but how feasible? Journal of Banking & Finance, 30, 3423–3427.

58. Reinhart CM, Rogoff KS, 2008. Is the 2007 US Sub-prime Financial Crisis So Different? An International Historical Comparison, American Economic Review, 98(2), 339–44,

59. Roy AD, 1952. Safety first and the holding of assets. Econometrica 20(3), 431–449.

60. Schaeck K, Čihak M, Wolfe S, 2006. Are more competitive banking systems more stable? IMF Working Paper 06/143. Washington, D.C: IMF.

61. Schaeck K, Cihak M, Maechler A, Stolz S, 2012. Who disciplines bank managers? Review of Finance, 16(1), 197–243.

62. Schinasi G, 2004. Defining financial stability. IMF Working Paper 04/187.

63. Siddiqi MN, 2000. Islamic banks: Concept, precept, and prospects. Review of Islamic Economics, 9, 21–36.

64. Stiroh K, 2004. Is non-interest income the answer? Journal of money, Credit and Banking, 36(5), 853–882.

65. Strobel F, 2014. Bank Insolvency Risk and Z-Score Measures: A Refinement. Department of Economics Discussion Paper 14–06, university of Birmingham.

66. The Banker, 2010. The Top 500 Islamic Financial Institutions. Financial Times publication, London November. http://www.thebanker.com.

67. Uthmani MT, 2002. An introduction to Islamic Finance. Kluwer Law International, the Hague.

68. Van Greuning H, Iqbal Z, 2008. Risk Analysis for Islamic Banks. World Bank, Washington, DC.

69. Vasquez F, Federico P, 2012. Bank funding Structures and Risk: Evidence from the Global Financial Crisis. IMF Working Paper 12/29.

70. Yeyati EL, Micco A, 2007. Concentration and foreign penetration in Latin American banking sectors: Impact on competition and risk. Journal of Banking & Finance, 31, 1633–1647.