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ABSTRACT:

Banks are the primary participants and play a crucial role in the financial systems of most economies, including Indonesia. Banks face systemic risk because of their dynamic structure and the complex economic environment in which they operate. This study aims to measure the systemic risk in the Indonesian banking industry. This study employs quarterly data from 2010 to 2022 for 39 banks listed on the Indonesian stock exchange. In order to obtain the systemic risk index, this study uses the approach of conditional value at risk (CoVar) as well as marginal expected shortfall (MES).

KEYWORDS:

Systemic Risk, CoVar, MES, Banking, Indonesia
JEL Clasification : E52, E58, E61

REFERENCES:

1) Acharya, V. V. (2009). A theory of systemic risk and design of prudential bank regulation. Journal of financial stability, 5(3), 224-255.

2) Anwar, C. J., Okot, N., Suhendra, I., Indriyani, D., & Jie, F. (2024). Monetary policy, macroprudential policy, and bank risk-taking behaviour in the Indonesian banking industry. Journal of Applied Economics, 27(1), 2295732.

3) Anwar, C. J., Suhendra, I., Ginanjar, R. A. F., Purwanda, E., & Kholishoh, L. N. (2022). Monetary Policy Efficiency, Financial Market Development and Financial Stability in Developing Countries. International Journal of Economics & Management, 16(3).

4) Anwar, C. J., Suhendra, I., Purwanda, E., Salim, A., Rakhmawati, N. A., & Jie, F. (2023). Investigating the relationship between monetary policy, macro-prudential policy and credit risk in Indonesia banking industry. Heliyon, 9(7).

5) Brunnermeier, M. K., Dong, G. N., & Palia, D. (2020). Banks’ noninterest income and systemic risk. The Review of Corporate Finance Studies, 9(2), 229-255.

6) Calomiris, C. W., & Jaremski, M. (2024). The Puzzling Persistence of Financial Crises: A Selective Review of 2,000 Years of Evidence. Journal of Financial Intermediation, 101090.

7) Charnvitayapong, K. (2020). Bank Risk-Taking Behavior during a Prolonged Low Interest Rate Era: The Case of Thailand. Journal of Applied Economics and Management Strategy, 7(2), 125-139.

8) Duan, Y., El Ghoul, S., Guedhami, O., Li, H., & Li, X. (2021). Bank systemic risk around COVID-19: A cross-country analysis. Journal of Banking & Finance, 133, 106299.

9) Ellis, S., Sharma, S., & Brzeszczyński, J. (2022). Systemic risk measures and regulatory challenges. Journal of Financial Stability, 61, 100960.

10) Guo, Q. (2023). A Systemic Failure: Understanding the Role of Regulation and Risk in the 2008 Financial Crisis. Highlights in Business, Economics and Management, 15, 145-150.

11) Liu, Z., He, S., Men, W., & Sun, H. (2024). Impact of climate risk on financial stability: Cross-country evidence. International Review of Financial Analysis, 92, 103096.

12) Mitra, A., & Shaw, R. (2023). Systemic risk from a disaster management perspective: A review of current research. Environmental Science & Policy, 140, 122-133.

13) Murinde, V., Rizopoulos, E., & Zachariadis, M. (2022). The impact of the FinTech revolution on the future of banking: Opportunities and risks. International review of financial analysis, 81, 102103.

14) Naili, M., & Lahrichi, Y. (2022). The determinants of banks' credit risk: Review of the literature and future research agenda. International Journal of Finance & Economics, 27(1), 334-360.

15) Nguyen, P. A., Nguyen, N. P., & Le, H. M. D. (2024). Systemic risk and financial system network using financial risk meter: the case of Vietnam. Applied Economics, 56(9), 1012-1034.

16) Ozili, P. K. (2020). Non-performing loans in European systemic and non-systemic banks. Journal of Financial Economic Policy, 12(3), 409-424.

17) Pu, R., Teresiene, D., Pieczulis, I., Kong, J., & Yue, X. G. (2021). The interaction between banking sector and financial technology companies: Qualitative assessment—a case of lithuania. Risks, 9(1), 21.

18) Renn, O., Laubichler, M., Lucas, K., Kröger, W., Schanze, J., Scholz, R. W., & Schweizer, P. J. (2022). Systemic risks from different perspectives. Risk analysis, 42(9), 1902-1920.

19) Silva, W., Kimura, H., & Sobreiro, V. A. (2017). An analysis of the literature on systemic financial risk: A survey. Journal of Financial Stability, 28, 91-114.

20) Suhendra, I., & Anwar, C. J. (2021). The Role of Central Bank Rate on Credit Gap in Indonesia: A Smooth Transition Regression Approach. The Journal of Asian Finance, Economics, and Business, 8(1), 833-840.

21) Suhendra, I., Anwar, C. J., Istikomah, N., Purwanda, E., & Kholishoh, L. N. (2022). The short-run and long-run effects of central bank rate on exchange rate volatility in Indonesia. International Journal of Innovative Research and Scientific Studies, 5(4), 343-353.

22) Thiemann, M., Melches, C. R., & Ibrocevic, E. (2021). Measuring and mitigating systemic risks: how the forging of new alliances between central bank and academic economists legitimize the transnational macroprudential agenda. Review of international political economy, 28(6), 1433-1458.

23) Tobias, A., & Brunnermeier, M. K. (2016). CoVaR. The American Economic Review, 106(7), 1705.

24) Tori, D., Caverzasi, E., & Gallegati, M. (2023). Financial production and the subprime mortgage crisis. Journal of Evolutionary Economics, 33(2), 573-603.

25) Wu, S., Tong, M., Yang, Z., & Zhang, T. (2021). Interconnectedness, systemic risk, and the influencing factors: some evidence from China’s financial institutions. Physica A: Statistical Mechanics and Its Applications, 569, 125765.

26) Zakaria, S., Rashid, M. A. A., & Al-Fakih, D. H. S. (2024). Financial Risk: Case Study Analysis. Information Management and Business Review, 16(1 (I) S), 250-260.

27) Zedda, S., & Cannas, G. (2020). Analysis of banks’ systemic risk contribution and contagion determinants through the leave-one-out approach. Journal of Banking & Finance, 112, 105160.