Pengukuran Risiko Sistemik di Negara-negara Berkembang ASIA-7
Abstract
The research on systemic risk is important to carry out in view of the alleged repetition of the eight-year crisis cycle affecting the market. The data of average stock returns calculation in almost all sample countries was negative in 2011 and repeated again in 2019 that the average banking stock returns in Malaysia, Thailand, the Philippines, Pakistan, and Sri Lanka showed a negative value. Even since 2018, the Philippines, Pakistan and Sri Lanka have consistently been shown to experience negative average returns. Systemic risk measurement is done by two methods, namely ΔCoVaR and MES. Furthermore, this research is very supportive and has been in line with the research roadmap of Islamic University 45 which states that in 2018-2026 the academic research is more focused on the application of regional technology and social engineering models that instead the products in the form of policies to then develop international standard research. In this study, the sample of countries used covers the Asian region, the topic discussed is a very important issue in the financial sector considering that systemic risk cannot be eliminated. In general, there are three findings that are explained from the results of the ΔCoVaR calculation that: (a) most developing countries experienced a decrease in their contribution to systemic events after the 2008 global crisis period; (b) large banks make the biggest contribution to systemic events, except for banks in Malaysia both small and large banks make equal contributions to systemic events; (c) There is a potential for systemic event to increase after 2019 that the contribution to systemic events by individual banks in the Philippines, Indonesia, Sri Lanka show an upward trend in the past year so that risk mitigation measures need to be taken in the form of policies and analysis of banking financial performance and global economic conditions. Based on the overall MES calculation the bank contributes more than 50% of potential systemic events to the system.
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Acharya, Viral, V. (2009). A theory as systemic risk and design of prudential bank regulation. PhD Dissertaion of NYU.
Adrian, T., Brunnermeier, L. K.,. (2011). DCoVaR. NBER Working Paper No. 17454. 30.
Arena, Marco. (2008). Bank failures and bank fundamentals: A comparative analysis of Latin America and East Asia during the nineties using bank-level data. Journal of Banking & Finance.
Bekhet, Ali H., Shorouq F. K. Eletter. (2014). Credit risk assessment model for Jordanian commercial banks: Neural Scoring Approach. Review of Development Science.
Berger, Allen N., Bouwman, Christa H. S. (2010). Bank liquidity creation, monitary policy, and financial crises. University of South Carolina, Wharton Financial Institutions Center, and CentER – Tilburg University.
Billio, M., Getmansky, M., Lo, Andres, dan Pellizon. (2010). Measuring systemic risk in the finance and insurance sector. MIT Sloan School, working paper #4774-10.
Bisias et al. (2012). A survey of systemic risk analytics. Offfice of Financial Research, Working Paper #0001.
Calmes, Christian, Theoret, R. (2014). Bank systemic risk and macroeconomic shocks: Canadian and US evidence. Journal of Banking and Finance, Vol 40, 388-402.
Chen, Yehning. (1999). Banking panics: The rule of the first-come, first-served rule and information externalities. Journal of Political Economy, 107, No.5.
Cubillas, E., Gonzales, F. (2014). Financial liberalization and bank risk-taking: International Evidence. Journal of Financial Stability, 11, 32-48. 32. Lestari, Nike. (2015). Kontribusi risiko sistemik dan hubungannya dengan karakteristik individual bank pada perbankan di Indonesia. Tesis. Universitas Indonesia.
De Bandt, O., Hartman, P., dan Peydro, J. L. (2010). Systemic risk in baking an update. Oxford Handbook of Banking, pp 634-664.
Freixas, X., Parigi, B. M., dan Rochet, J. C. (2000). Systemic risk, interbank relations, and liquidity proviosion by the central bank. Journal of Money, Credit and Banking, 32, 611-638.
Girardi, G., Ergun, A.T. (2013). Systemic risk measurement: Multivariate GARCH estimation of DCoVaR. Journal of Banking and Finance, 37, 3169-3180.
Goldstein, Morris, Xie, Daniel. (2009). US crisis credit and spillovers to Asia. Peterson Institute for International Economics, 4, 204-222.
Group of Ten. (2001). Consolidation in the financial sector. Working Group Report, January.
Hadian. (2012). Analisis risiko sistemik pada sistem perbankan negara-negara ASEAN. Tesis Pasca Sarjana FEUI, Depok.
Idier, Julien, et. al. (2013). How useful is the Marginal Expected Shortfall for the measurement of systemic exposure? A practical assessment. Euro System, Working Paper Series, No. 1546.
Jackson, et. al. (2002). Regulatory and "Economic" solvency standards for internationally active banks. Journal of Banking & Finance.
Jonghe, O.D., Diepstraten, M., Schepens, G. (2015). Bank’s size, scope, and systemic risk: What the role for conflicts of interest. Journal of Banking and Finance.
Lehar, Alfred. (2005). Measuring systemic risk: A risk management approach. Journal of Banking & Finance, 29, 2577-2603.
Lo, Andrew, W. (2008). Hedge funds, systemic risk, and the financial crisis of 20072008: Written twstimony for the House Oversight Committee Hearing on Hedge Funds. Social Science Researh Network.
Lopez-Espinosa, G., Rubia, A., Valderrama, L., Anton, M. (2013). Good for one, bad for all: Determinants of individual versus systemic risk. Journal of Financial Stability, 9, 287-299.
Nijskens, R., Wagner, W. (2011). Credit risk transfer activities and systemic risk: How banks became less risky individually but posed greater risks to the financial system at the same time. Journal of Banking and Finance, 35, 1391-1398.
Pangestuti, R.S. (2018). Pengaruh Risiko Sistemik terhadap Risiko Kredit dan Risiko Likuiditas pada Perbankan di ASEAN-4. Jurnal Ilmiah Akuntansi fakultas Ekonomi, Vol.4, No.1.
Patro, D.K., Qi, M., Sun, X. (2013). A simple indicator of systemic risk. Journal of Financial Stability, 9, 105-116.
Smaga, P. (2014). The concept of Systemic Risk. SRC Special Paper, August 2014.
Tabak, B. M., Takami, M., Rocha, J. M. Cajueiro, D. O., dan Souza, S. R, (2014). Directed clustering coefficient as a measure of systemic risk in complex banking networks. Physica A: Statistical Mechanics and its Applications, 394(0): 211-216.
Thornton, Henry. (1802). An Enquiry into the Nature and Effects of the Paper Creditof Great Britain. New York: Rinehart & Company, Inc.
Uyemura, D. G., Van Deventer, Donald, R. (1993). Financial risk management in banking-the theory & application of asset and liability management. Mc Graw Hill.
Vives, Xavier. (2010). Competition and Stability in banking. Working paper, IESE Business School.
Weiβ, G.N.F., Bostandzic, D., Neumann, S. (2014). What factors drive systemic risk during international crises? Journal of Banking and Finance, 41, 78-96.
Yun, J., Moon, H. (2014). Measuring systemic risk in the Korean banking sector via dynamic conditional correlation models. Pasific-Basin Finance Journal, 27, 94-114.
Zebua A. (2010). Analisis Risiko Sistemik Perbankan di Indonesia. Program Pasca Sarjana. Institut Pertanian Bogor.
DOI: http://dx.doi.org/10.33087/ekonomis.v4i1.85
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