Providing and Validating a Systemic Risk Model in the Tehran and Iraq Stock Exchanges
Keywords:
systemic risks, risk spillover, Iran and Iraq stock exchangesAbstract
The objective of the present study is to develop and validate a systemic risk model in the Tehran Stock Exchange and the Iraq Stock Exchange. This research was conducted using a descriptive–analytical approach and based on network theory to examine the intra-organizational and extra-organizational factors influencing risk transmission across listed industries in both countries. The statistical population consisted of 120 firms listed on the Tehran Stock Exchange during the years 2016–2023 and 41 Iraqi listed firms during the years 2015–2023. Data were collected through library research and secondary analysis, and the quantitative models were estimated using Python software and indicators such as correlation metrics, CoVaR, and the Granger Causality test (Granger Causality). The findings indicated that industry risk spillover in Iran is statistically significant, whereas in Iraq, due to a more concentrated market structure and dependency on the transportation sector, this effect is less observable. Furthermore, intra-organizational variables such as market value (MV) and market return (MR) exhibited significant effects on systemic risk in both exchanges, whereas liquidity ratios (LR) and capital ratios (CR) showed no significant impact. Extra-organizational factors such as the exchange rate and global oil prices played a decisive role in increasing systemic risk. Comparative analysis showed that the average CoVaR in the Iraq Stock Exchange is higher and more concentrated, while risk distribution in the Tehran Stock Exchange is more dispersed, reflecting higher industrial diversification. Based on the results, designing supervisory strategies grounded in network-based modeling and monitoring macroeconomic variables can contribute to reducing financial vulnerability and enhancing market stability in both countries. The findings also revealed that there is a significant difference between the effects of intra-organizational factors on systemic risk among selected firms listed in the Iraq and Tehran stock exchanges. Finally, the results indicated that a significant difference exists between the effects of extra-organizational factors on systemic risk among selected firms listed in the Iraq and Tehran stock exchanges.
References
F. Pampurini and A. G. Quaranta, "Measuring Systemic Risk: A Review of the Main Approaches," in Systemic Risk and Complex Networks in Modern Financial Systems, V. Pacelli Ed.: Springer, Cham, 2025.
G. Iori, S. Jafarey, and F. G. Padilla, "Systemic Risk on the Interbank Market," Journal of Economic Behavior & Organization, vol. 61, no. 4, pp. 525-542, 2006, doi: 10.1016/j.jebo.2004.07.018.
A. Ang, J. Chen, and Y. Xing, "Downside risk," The Review of Financial Studies, vol. 19, no. 4, pp. 1191-1239, 2006, doi: 10.1093/rfs/hhj035.
H. Zhou, W. Liu, and L. Wang, "Systemic Risk of China's Financial System (2007-2018): A Comparison between Δ CoVaR, MES and SRISK across Banks, Insurance and Securities Firms," The Chinese Economy, vol. 53, no. 3, pp. 221-245, 2020, doi: 10.1080/10971475.2020.1720962.
T. Fissler and Y. Hoga, "Backtesting systemic risk forecasts using multi-objective elicitability," Journal of Business & Economic Statistics, vol. 42, no. 2, pp. 485-498, 2024, doi: 10.1080/07350015.2023.2200514.
B. Abuzayed, E. Bouri, N. Al-Fayoumi, and N. Jalkh, "Systemic risk spillover across global and country stock markets during the COVID-19 pandemic," Economic Analysis and Policy, vol. 71, pp. 180-197, 2021, doi: 10.1016/j.eap.2021.04.010.
S. Narayan and D. Kumar, "Systemic Risk Transmission from the United States to Asian Economies During the COVID-19 Period," Journal of Emerging Market Finance, vol. 22, no. 1, pp. 57-84, 2023, doi: 10.1177/09726527221150539.
T. Aven and F. Bouder, "The Covid-19 pandemic: How can risk science help?," Journal of Risk Research, pp. 1-6, 2020, doi: 10.1080/13669877.2020.1756383.
F. Ivani and Z. Parviz, "The Impact of Accountants' Professional Ethics on Reducing Financial Risk and Financial Reporting Quality (Case Study: Kermanshah General Tax Administration)," Journal of Accounting and Auditing Studies, vol. 25, pp. 125-145, 2022.
T. Nguyen Kim Quoc, "The relationship between internal control and credit risk-The case of commercial banks in Vietnam," Cogent Business & Management, vol. 8, no. 1, p. 1908760, 2021, doi: 10.1080/23311975.2021.1908760.
L. Farvizi, S. Sojoudi, H. Asgharpour, and J. f. Haghighat, "Investigating the Effect of Company Accounting and Financial Variables on Systematic Stock Risk: Application of the Bayesian Model Averaging Method," 2025.
S. h. Ashour, "Do analysts really anchor? Evidence from credit risk and suppressed negative information," Journal of Banking & Finance, vol. 98, pp. 183-197, 2019, doi: 10.1016/j.jbankfin.2018.11.006.
E. Farzanegan, "Investigating the Contagion Effect of Systemic Risk Among Main Industries in the Tehran Stock Exchange: A Sequence-Based Event Network Approach," 2024.
G. Askarzadeh Darreh and M. Fallahzadeh, "Investigating Systemic Risk and Bank Loans in the Tehran Stock Exchange," 2024.
Z. Me'marpour, G. Askarzadeh Darreh, H. Khajeh Mahmoudabadi, and S. Y. Al-Bathī, "Systematic Risk Assessment of Assets with a News Analysis Approach in the Tehran Stock Exchange," 2025.
M. Hatef Vahid and A. Saleh Ardestani, "The Impact of Macroeconomic Variables on Unobserved Systematic Risk Using the Kalman Filter," 2024.
A. Hasanzadeh and A. Ahmadian, "The Stock Exchange in Iran and Some Selected Countries," 2010.
S. Nazemfar, "Analysis of Financial Risk Components and Their Effect on the Efficiency of Iran's Capital Market," 2012.
H. Hong, J. D. Kubik, and J. C. Stein, "Thy neighbor's portfolio: Word-of-mouth effects in the holdings and trades of risk managers," Journal of Finance, vol. 60, pp. 2801-2824, 2018, doi: 10.1111/j.1540-6261.2005.00817.x.
I. Kim, H. J. Jung, and Y. Lee, "Consumers' value and risk perceptions of circular fashion: Comparison between secondhand, upcycled, and recycled clothing," Sustainability, vol. 13, no. 3, p. 1208, 2021, doi: 10.3390/su13031208.
Q. Huang, "Research on the Measurement and Influencing Factors of Systemic Risks in Chinese Financial Institutions in Case of Major Public Emergencies," 2023.
H. Asgharian, D. Krygier, and A. Vilhelmsson, "Systemic risk and centrality: The role of interactions," European Financial Management, vol. 28, no. 5, pp. 1199-1226, 2022, doi: 10.1111/eufm.12340.
M. Flannery, B. Hirtle, and A. Kovner, "Evaluating the Information in the Federal Reserve Stress Tests," Journal of Financial Intermediation, vol. 29, no. 1, pp. 1-18, 2017, doi: 10.1016/j.jfi.2016.08.001.
M. V. Florin, "Resilience in IRGC's recommendations for risk governance," EPFL International Risk Governance Center, 2018.
P. H. Hsu, K. Li, and C. Y. Tsou, "The pollution premium," The Journal of Finance, vol. 78, no. 3, pp. 1343-1392, 2023, doi: 10.1111/jofi.13217.
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Copyright (c) 2025 Karrar Abood Hami Al Hafe (Author); Bahareh Banitalebi Dehkordi; Mostaf Abd Alhussein Ali Almansoori, Masood Fooladi (Author)

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