The impact of the U.S.-Israel-Iran war on BIST transportation and defense stocks: An event study approach
Published 2026-09-25
Keywords
- U.S.-Israel-Iran War, Borsa Istanbul, Event Study
- ABD-İsrail-İran Savaşı, Borsa İstanbul, Olay Çalışması
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Copyright (c) 2026 Dorukhan Günaydın

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
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Abstract
On February 28, 2026, with U.S. involvement in the Israel-Iran tensions, the process took on a broader geopolitical character as the U.S.-Israel-Iran war. Such geopolitical developments may increase uncertainty in financial markets and generate sector-specific effects on stock returns. In this study, the short-term pricing behavior of the shares of transportation and defense companies traded on Borsa Istanbul around the first trading day, accepted as the beginning of the war, is examined using the event study methodology. For this purpose, using the daily closing prices of the relevant stocks, average abnormal returns (AAR) around the event day and cumulative average abnormal returns (CAAR) across different event windows were calculated, and their statistical significance was analyzed. The AAR findings for transportation stocks indicate that positive effects were observed on some days before the event date, while negative effects were observed on others. The strong negative effect on the event date shifted to positive pricing, reflecting rebound buying on the first trading day following the event. The CAAR findings reveal that although daily effects varied in direction, the negative effect on transportation stocks accumulated within asymmetric windows spanning the event date and preceding days. In defense stocks, while positive pricing behavior stood out on the event date and the day before it, negative effects were also observed on some days before and after the event date. The cumulative results indicate that the positive effect accumulated particularly in asymmetric windows covering the event date and the preceding days, as well as in narrow symmetric windows close to the event. The overall picture shows that the same geopolitical shock generated short-term negative pricing in transportation stocks through the cost channel and short-term positive pricing in defense stocks through defense and security spending expectations, but that the post-event effect weakened in both groups.
References
- Abedin, M. Z., Goldstein, M. A., Malhotra, N., & Yadav, M. P. (2024). Middle East conflict and energy companies: The effect of air and drone strikes on global energy stocks. Finance Research Letters, 69, 106009. https://doi.org/10.1016/j.frl.2024.106009
- Adnan, A. T. M., Khan, M. A. H., Mahmud, M. T., Kumkum, S., & Al-Mamun, A. (2025). Geopolitical shocks and asset pricing: Global cross-sectional evidence from defense and aerospace firms amid the Russia–Ukraine war. European Journal of Business Science and Technology, 11(2), 220–249. https://doi.org/10.11118/ejobsat.2025.013
- Ali, A., Farooq, M. I., Rizvi, S. A. A., Salis, U., Basit, A., & Ullah, N. (2026). Economic sanctions, war expenditure, and financial resilience: Assessing the impact of the 2026 Israel–Iran conflict on Iran’s macroeconomic stability. Pakistan Journal of Social Sciences Review, 5(3), 770–807. https://www.pjssrjournal.com/index.php/Journal/article/view/703 ISSN Online: 2959-8052
- Bae, J. Y., Lee, Y., & Heo, E. (2017). Effects of the Middle East conflicts on oil company returns. Energy Sources, Part B: Economics, Planning, and Policy, 12(3), 243–249. https://doi.org/10.1080/15567249.2015.1079565
- Ball, R., & Brown, P. (1968). An empirical evaluation of accounting income numbers. Journal of Accounting Research, 6(2), 159–178. https://doi.org/10.2307/2490232
- Benninga, S. (2008). Financial modeling (3rd ed.). MIT Press.
- Binder, J. J. (1998). The event study methodology since 1969. Review of Quantitative Finance and Accounting, 11, 111–137. https://doi.org/10.1023/A:1008295500105
- Boehmer, E., Musumeci, J., & Poulsen, A. B. (1991). Event-study methodology under conditions of event-induced variance. Journal of Financial Economics, 30(2), 253–272. https://doi.org/10.1016/0304-405X(91)90032-F
- Bogeh, C. K., & Bozcuk, A. E. (2021). Impact of oil price shocks on stock returns in Turkey: A sectoral analysis based on Hilbert-Huang transform and event study. Journal of Accounting, Finance and Auditing Studies, 7(1), 138–154. https://doi.org/10.32602/jafas.2021.007
- Bouteska, A. (2019). The effect of investor sentiment on market reactions to financial earnings restatements: Lessons from the United States. Journal of Behavioral and Experimental Finance, 24, 100241. https://doi.org/10.1016/j.jbef.2019.100241
- Brenner, M. (1979). The sensitivity of the efficient market hypothesis to alternative specifications of the market model. The Journal of Finance, 34(4), 915–929. https://doi.org/10.2307/2327056
- Brown, S. J., & Warner, J. B. (1980). Measuring security price performance. Journal of Financial Economics, 8(3), 205–258. https://doi.org/10.1016/0304-405X(80)90002-1
- Brown, S. J., & Warner, J. B. (1985). Using daily stock returns: The case of event studies. Journal of Financial Economics, 14(1), 3–31. https://doi.org/10.1016/0304-405X(85)90042-X
- Buigut, S., & Kapar, B. (2020). Effect of Qatar diplomatic and economic isolation on GCC stock markets: An event study approach. Finance Research Letters, 37, 101352. https://doi.org/10.1016/j.frl.2019.101352
- Campbell, J. Y., Lo, A. W., & MacKinlay, A. C. (1997). The econometrics of financial markets. Princeton University Press.
- Chen, A. H., & Siems, T. F. (2004). The effects of terrorism on global capital markets. European Journal of Political Economy, 20(2), 349–366. https://doi.org/10.1016/j.ejpoleco.2003.12.005
- Choi, S.-Y. (2024). Sectoral responses to economic policy uncertainty and geopolitical risk in the US stock market. Journal of Multinational Financial Management, 76, 100874. https://doi.org/10.1016/j.mulfin.2024.100874
- Covachev, S., & Fazakas, G. (2025). The effects of the Russia–Ukraine war and the Wagner Group Coup on defense stocks in Europe: An event study analysis. Studies in Economics and Finance, 42(1), 31–42. https://doi.org/10.1108/SEF-11-2023-0675
- Çelik, M. S., & Koç, R. (2019). Türkiye ve Rusya arasındaki uçak krizinin Borsa İstanbul (BİST) turizm ve enerji şirket hisselerine etkisi üzerine bir event study analizi. Niğde Ömer Halisdemir Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 1(1), 1–15. https://izlik.org/JA37FU67UE
- Demirel, S. (2024). İsrail-Hamas savaşının Orta Doğu borsalarına etkisinin olay çalışması metodolojisi ile incelenmesi. Business & Management Studies: An International Journal, 12(1), 116–131. https://doi.org/10.15295/bmij.v12i1.2350
- Diaz-Rainey, I., Gehricke, S. A., Roberts, H., & Zhang, R. (2021). Trump vs. Paris: The impact of climate policy on U.S. listed oil and gas firm returns and volatility. International Review of Financial Analysis, 76, 101746. https://doi.org/10.1016/j.irfa.2021.101746
- Dolley, J. C. (1933). Open market buying as a stimulant for the bond market. Journal of Political Economy, 41(4), 513–529. https://doi.org/10.1086/254507
- Durucan, A. (2026). Jeopolitik risklerin savunma harcamaları üzerindeki etkisi: Türkiye örneği. Bulletin of Economic Theory and Analysis, 11(1), 99–124. https://doi.org/10.25229/beta.1669762
- Dyckman, T., Philbrick, D., & Stephan, J. (1984). A comparison of event study methodologies using daily stock returns: A simulation approach. Journal of Accounting Research, 22, 1–30. https://doi.org/10.2307/2490855
- Fama, E. F. (1970). Efficient capital markets: A review of theory and empirical work. The Journal of Finance, 25(2), 383–417. https://doi.org/10.2307/2325486
- Fama, E. F., Fisher, L., Jensen, M. C., & Roll, R. (1969). The adjustment of stock prices to new information. International Economic Review, 10(1), 1–21. https://doi.org/10.2307/2525569
- Fan, S. (2026). Geopolitical shocks, internationalization, and stock market reactions: Evidence from Chinese A-share firms during the U.S.–China trade war. Frontiers in Economics and Management, 7(1), 114–129. https://doi.org/10.6981/FEM.202601_7(1).0011
- Gheorghe, C., & Panazan, O. (2024). Investigating the effect of geopolitical risk on defense companies’ stock returns. Heliyon, 10(24), e40974. https://doi.org/10.1016/j.heliyon.2024.e40974
- Goldman Sachs. (2026). Iran conflict: How long, and how bad?, Goldman Sachs Global Investment Research, 147. https://www.goldmansachs.com
- Güneysu, Y. (2022). Rusya-Ukrayna savaşının BIST gıda, içecek endeksi üzerindeki etkisinin incelenmesi. Hitit Sosyal Bilimler Dergisi, 15(2), 361–372. https://doi.org/10.17218/hititsbd.1162813
- Hudson, R. S., & Gregoriou, A. (2015). Calculating and comparing security returns is harder than you think: A comparison between logarithmic and simple returns. International Review of Financial Analysis, 38, 151–162. https://doi.org/10.1016/j.irfa.2014.10.008
- Hudson, R., & Urquhart, A. (2015). War and stock markets: The effect of World War Two on the British stock market. International Review of Financial Analysis, 40, 166–177. https://doi.org/10.1016/j.irfa.2015.05.015
- K, V., Arif, M., K., S. K., & Bhandary, A. (2025). Navigating the market resilience of sustainable economy stocks: Impact of Red Sea crisis on BSE Carbonex Index - An event study. Cuestiones de Fisioterapia, 54(3), 1833–1845. https://cuestionesdefisioterapia.com/index.php/es/article/view/1348/1036 https://doi.org/10.48047/CU
- Kahneman, D., & Tversky, A. (1979). Prospect theory: An analysis of decision under risk. Econometrica, 47(2), 263–291.
- KAP. (2024). Pasifik Teknoloji A.Ş. https://docs.publicnow.com
- Khatawkar, A. (2026). Global economic consequences of contemporary geopolitical conflicts. Advanced International Journal for Research, 7(2), 1–11. https://doi.org/10.63363/aijfr.2026.v07i02.3961
- Klement, J. (2021). Geo-economics: The interplay between geopolitics, economics, and investments. CFA Institute Research Foundation.
- Konak, F., Özkahveci, E., & Şeker, Y. (2024). Hisse fiyatlarının 2023 Hamas-İsrail savaşına tepkisi: Borsa İstanbul üzerine bir uygulama. Turkuaz Uluslararası Sosyo-Ekonomik Stratejik Araştırmalar Dergisi, 6(2), 1–19. https://doi.org/10.70506/eisrcdergi.1551605
- Korkmaz, Z. G., Özsalman, E., & Hacievliyagil, N. (2025). The Impact of the Israel-Palestine War on Regional Stock Markets: An Event Study Approach. MTÜ Sosyal ve Beşeri Bilimler Dergisi, 5(2), 392–402. https://izlik.org/JA28EM68PC
- Kurek, B. (2020). Event study methodology: What for, how and for whom? Zeszyty Teoretyczne Rachunkowości, 108(164), 241–258. https://doi.org/10.5604/01.3001.0014.3605
- Liang, X., Tian, N., Silva, D. L. d., Scarazzato, L., Karim, Z., & Ricard, J. G. (2026). Trends in world military expenditure, 2025. SIPRI Fact Sheet. https://doi.org/10.55163/ZLHQ1057
- MacKinlay, A. C. (1997). Event studies in economics and finance. Journal of Economic Literature, 35(1), 13–39.
- Marobhe, M. I., Kansheba, J. M. P., & Munim, Z. H. (2025). Geopolitical uncertainty and shipping stock returns: An event study of the Israel-Hamas conflict. Journal of Transport Geography, 123, 104122. https://doi.org/10.1016/j.jtrangeo.2025.104122
- Miskolczi, P. (2017). Note on simple and logarithmic return. Applied Studies in Agribusiness and Commerce, 11(1-2), 127–136. https://doi.org/10.19041/APSTRACT/2017/1-2/16
- Naji, A. F. (2025). The twelve-day war impact on stock returns and volatility: Evidence from the Iraq stock market. International Journal of Financial Management and Economics, 8(2), 970–977. https://doi.org/10.33545/26179210.2025.v8.i2.629
- Nguyen, D. Q., & Phan, C. M. (2025). Geopolitical events and stock markets: Evidence from Vietnam during the Russia-Ukraine War. HCMCOUJS-Economics and Business Administration, 16(7), 63–77. https://doi.org/10.46223/HCMCOUJS.econ.en.16.7.4645.2026
- Osei-Bonsu, A., Al-Rashidi, K. M., & Benali, F. Z. (2026). Asymmetric market responses to Iran-related geopolitical shocks: Evidence from oil prices and energy equity abnormal returns across the June 2025 and February 2026 episodes. Open Journal of Finance and Economics, 2(1), 48–61. https://doi.org/10.65965/sentam.202511.UQSbgUuC
- Otokar. (2025). Otokar, Türkiye’nin savunma sanayii kara araçları ürün grubu ihracat birincisi oldu. https://www.otokar.com.tr
- Pandey, D. K. (2025). Effects of Israel-Iran conflict: Insights on global stock indices and currencies. Journal of Economic Studies, 52(4), 762–782. https://doi.org/10.1108/JES-04-2024-0286
- Papilon Savunma. (2019). İhraççı Bilgi Dökümanı. https://www.invest.papilon.com.tr
- Pasifik Teknoloji. (2024). 31 Aralık 2024 faaliyet raporu. https://pasifikteknoloji.com
- Patell, J. M. (1976). Corporate forecasts of earnings per share and stock price behavior: Empirical tests. Journal of Accounting Research, 14(2), 246–276. https://doi.org/10.2307/2490543
- Peterson, P. P. (1989). Event studies: A review of issues and methodology. Quarterly Journal of Business and Economics, 28(3), 36–66.
- Reuters. (2025). Turkish firms sign $6.5 billion contracts to reinforce 'Steel Dome' defence system. https://www.reuters.com
- Reuters. (2026). How the US-Israeli war with Iran is disrupting oil and gas. https://www.reuters.com
- Saad, G. (2025). Financial markets' reactions to the 2023 Israel war: An empirical perspective from stock markets. Kybernetes. https://doi.org/10.1108/K-04-2024-1070
- Serra, A. P. (2004). Event study tests: A brief survey. Gestão.Org - Revista Electrónica de Gestão Organizacional, 2(3), 248–255. https://ssrn.com/abstract=1066816
- Shah, S. F. U. D., Kandhro, A. B., & Ahmad, S. (2026). The economic ramifications of US-Israel-Iran conflict: A comprehensive analysis of Middle Eastern markets. Advance Journal of Econometrics and Finance, 4(1), 1728–1737. https://ajeaf.com/index.php/Journal/article/view/256/278 ISSN Online: 2959-8990
- Sharpe, W. F. (1963). A simplified model for portfolio analysis. Management Science, 9(2), 277–293.
- SSB. (2021). Türk İKA’ları hünerlerini sergiledi! https://www.ssb.gov.tr
- SSB. (2026). Türk savunma sanayii ürün kataloğu. https://www.ssb.gov.tr
- Tsai, B.-H., & Chen, P.-J. (2018). Market reactions to oil price changes in Taiwan’s transportation industry. International Journal of Business and Information, 13(2), 243–266. https://doi.org/10.6702/ijbi.201806_13(2).0005
- UN. (2015). List of United Nations Secretariat registered vendors. https://www.un.org
- U.S. Energy Information Administration (EIA). (2026). Short-term energy outlook - Global oil markets. https://www.eia.gov
- Wahyono, B., Boungou, W., Rapih, S., & Sangka, K. B. (2025). Nobody (even stock markets) likes war: Evidence from the Israel-Hamas war. Economics Bulletin, 45(1), 188–195.
- Wolf, M., Schimmer, M., & Levchenko, A. (2014). EventStudyTools (Research Apps). http://www.eventstudytools.com
- Yılmazkuday, H. (2024). Geopolitical risk and stock prices. European Journal of Political Economy, 83, 102553. https://doi.org/10.1016/j.ejpoleco.2024.102553
- Yousaf, I., Patel, R., & Yarovaya, L. (2022). The reaction of G20+ stock markets to the Russia–Ukraine conflict “black-swan” event: Evidence from event study approach. Journal of Behavioral and Experimental Finance, 35, 100723. https://doi.org/10.1016/j.jbef.2022.100723


