MEASURING CONTAGION RISK ON BANKING SYSTEM IN THE DIGITAL ERA

Musdholifah Musdholifah, Ulil Hartono, Yulita Wulandari

Abstract


As an essential institution to the practice of national payment flow, banks always confront with various risk exposures inherent in them. An interbank interactions through interbank money market might yield higher systemic risks that can lead to a default. This study aims at determining the contagion effects towards Indonesian banks. This study used 18 bank samples who provided annual reports from 2007 to 2016. The measurement of the systemic risks was performed by using financial contagion risk index and was tested using Vector Autoregression method. Results show that there was a one-way causality pattern between banks as the research samples, covering BCA with Bank Mayapada, Bank Maybank, Bank Mega, and Bank Resona Perdania and also Bank CIMB Niaga with BCA, BRI, BNI, BTN, Commonwealth Bank, J-Trust Bank, Bank KEB Hana, Bank Mega, and Bank Permata. Meanwhile, two-way causality occurs between Bank BCA and Bank Mandiri and vice versa. In addition, the impact of the risk pressure of a bank is not always positive, however, it is also negative in some cases, which means that the bank can take advantage of the shocked conditions experienced by other banks


Keywords


Contagion; Systemic Risk; Interbank Market; Banking Institution; Shock

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References


Aharony, J., & Swary, I. (1983). Contagion Effects of Bank Failures: Evidence from Capital Markets. The Journal of Business, 56(3), 305–322. https://doi.org/10.1086/296203

Ahelegbey, D. F., & Giudici, P. (2014). Bayesian Selection of Systemic Risk Networks. Bayesian Model Comaprison Advances in Econometrics, 34, 117–153. https://doi.org/10.1108/s0731-905320140000034007

Allen, F., & Gale, D. (2000). Financial Contagion. Journal of Political Economy, 108(1), 1–33. https://doi.org/10.1086/262109

Allen, F., Carletti, E., & Gale, D. (2009). Interbank Market Liquidity and Central Bank Intervention. Journal of Monetary Economics, 56(5), 639–652. https://doi.org/10.1016/j.jmoneco.2009.04.003

Ayomi, S., & Hermanto, B. (2013). Mengukur Risiko Sistemik dan Keterkaitan Finansial Perbankan di Indonesia. Buletin Ekonomi Moneter dan Perbankan, 103–126.

Billio, M., Getmansky, M., Lo, A. W., & Pelizzon, L. (2010). Measuring Systemic Risk in the Finance and Insurance Sectors. MIT Sloan School Working Paper 4774-10. Retrieved from http://ssrn.com/abstract=1573902

Chen, H., Chen, Q., & Gerlach, S. (2013). The Implementation of Monetary Policy in China: The Interbank Market and Bank Lending. Global Banking, Financial Markets and Crises (International Finance Review, 14). 31-69. https://doi.org/10.1108/S1569-3767(2013)0000014005

Chinazzi, M., & Fagiolo, G. (2013). Systemic Risk, Contagion, and Financial Networks: A Survey. LEM Working Paper Series, No. 2013/08. Retrieved from https://www.econstor.eu/bitstream/10419/89353/1/740929119.pdf

Christiawan, N. G., & Arfianto, E. D. (2013). Interbank Contagious : Sistemik Market Risk Kasus pada Perbankan Indonesia. Jurnal Studi Manajemen dan Organisasi, 10(1), 38–48. https://doi.org/10.14710/jsmo.v10i1.5575

De Bandt, O., & Hartmann, P. (2000). Systemic Risk: A Survey. European Central Bank Working Paper Series. Retrieved from https://www.ecb.europa.eu/pub/pdf/scpwps/ecbwp035.pdf

Gai, P., Haldane, A., & Kapadia, S. (2011). Complexity , concentration and contagion. Journal of Monetary Economics, 58(5), 453–470. https://doi.org/10.1016/j.jmoneco.2011.05.005

Gai, P., Jenkinson, N., & Kapadia, S. (2007). Systemic Risk in Modern Financial Systems: Analytics and Policy Design. Journal of Risk Finance, 8(2), 156–165. https://doi.org/10.1108/15265940710732387

Gauthier, C., He, Z., & Souissi, M. (2010). Understanding Systemic Risk: The Trade-Offs between Capital, Short-Term Funding and Liquid Asset Holdings. Bank of Canada Working Paper 2010-29. Retrieved from https://www.bankofcanada.ca/wp-content/uploads/2010/11/wp10-29.pdf

Grais, W., & Rajhi, W. (2015). Islamic Finance, Contagion Effects , Spillovers and Monetary Policy. Journal of Islamic Accounting and Business Research, 6(2), 208–221. https://doi.org/10.1108/JIABR-12-2012-0079

Kapoor, S. (2010). The Financial Crisis – Causes & Cures. In FES Brüssel Bertelsmannstiftung ETUI (pp. 19–20). Brussels: FES Brüssel Bertelsmannstiftung ETUI.

Memmel, C., & Sachs, A. (2013). Contagion in the Interbank Market and its Determinants. Journal of Financial Stability, 9, 46–54. https://doi.org/10.1016/j.jfs.2013.01.001

Philippas, D., Koutelidakis, Y., & Leontitsis, A. (2015). Insights into European Interbank Network Contagion. Managerial Finance, 41(8). https://doi.org/10.1108/mf-03-2014-0095

Schoenmaker, D. (1996). Contagion Risk in Banking. Ministry of Finance, The Netherlands. Retrieved from https://web.actuaries.ie/sites/default/files/erm-resources/345_contagion_risk_in_banking.pdf

Shah, A. K. (1997). Analysing Systemic Risk in Banking and Financial Markets. Journal of Financial Regulation and Compliance, 5(1), 37–48. https://doi.org/10.1108/eb024903

Simorangkir, I. (2011). Penyebab Bank Runs di Indonesia : Bad Luck atau Fundamental? Buletin Ekonomi Moneter dan Perbankan 14(1), 51–78. https://doi.org/10.21098/bemp.v14i1.456

Upper, C. (2011). Simulation Methods to Assess the Danger of Contagion in Interbank Markets. Journal of Financial Stability, 7, 111–125. https://doi.org/10.1016/j.jfs.2010.12.001

Zakaria, F. (2015). Systemic Risk and Financial Contagion in Morocco: New Approaches of Quantification. In Overlaps of Private Sector with Public Sector around the Globe, 141–171. https://doi.org/http://dx.doi.org/10.1108/S0196-382120150000031007




DOI: https://doi.org/10.18196/jesp.20.2.5025

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