Journals / Politik Ekonomik Kuram / 2025 / Cilt: 9 Sayı: 4

Asymmetric Effects of Geopolitical Risks on Inflation in Turkey: A Wavelet-Based Analysis

Jeopolitik Risklerin Türkiye’de Enflasyon Üzerindeki Asimetrik Etkileri: Dalgacık Tabanlı Bir Analiz

Seyhun Tutgun(BİTLİS EREN ÜNİVERSİTESİ)0000-0001-7328-1294
Pages
1392–1405
Publication Date
2025-12-23
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AI Summary & Key Takeaways

AI Insight
⚡ TL;DR(Too Long; Didn't Read)

The research contributes uniquely to the literature on the Turkish economy, by presenting a time-frequency domain analysis.

📌 3 Key Takeaways

🎯
Objective & Hypothesis:This study investigates the relationship between geopolitical risks and inflation in Turkey over the period 1985-2023, employing a time-frequency analysis approach.
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Key Findings & Data:Notably, periods such as the Gulf War in the early 1990s, the 2001 economic crisis, and the post-2018 period exhibited a strong association between increased geopolitical risks and inflation.
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Conclusion & Impact:The research contributes uniquely to the literature on the Turkish economy, by presenting a time-frequency domain analysis.
🔬Design:Araştırma Makalesi
📍Scope:2023 Verileri
⚙️Variables:Jeopolitik Risk · Enflasyon · Türkiye Ekonomisi

Abstract

This study investigates the relationship between geopolitical risks and inflation in Turkey over the period 1985-2023, employing a time-frequency analysis approach. The study utilizes the Global Geopolitical Risk Index (GPR) as the indicator of geopolitical risk and the Consumer Price Index (CPI) as the indicator of inflation. Employing continuous (CWT), cross (XWT), and coherence (WTC) wavelet analyses, the study examines the intrinsic fluctuations of the variables, their co-movements, and correlations within the time-frequency domain. The findings from the wavelet analysis indicate a generally positive relationship between geopolitical risks and inflation in Turkey, which fluctuates across time and different frequencies. Notably, periods such as the Gulf War in the early 1990s, the 2001 economic crisis, and the post-2018 period exhibited a strong association between increased geopolitical risks and inflation. During these periods, significant co-movements (XWT) and high coherence (WTC) were identified between the variables, alongside short-to-medium-term cycles. In contrast, during the period of relative stability in the mid-2000s, the influence of geopolitical risks on inflation diminished. However, following 2018, the relationship has strengthened again, concurrent with an escalation in geopolitical risks faced by Turkey. The study's conclusions underscore the significance of considering geopolitical risks, exchange rate stability, energy and food security, the management of inflation expectations, and structural reforms in addressing inflation. The research contributes uniquely to the literature on the Turkish economy, by presenting a time-frequency domain analysis.

Özet

Bu çalışma, Türkiye'de jeopolitik riskler ile enflasyon arasındaki ilişkiyi 1985-2023 dönemi için zaman-frekans (time-frequency) analizi kullanarak incelemektedir. Çalışmada, jeopolitik risk göstergesi olarak Küresel Jeopolitik Risk Endeksi (GPR), enflasyon göstergesi olarak ise Tüketici Fiyat Endeksi (TÜFE) kullanılmıştır. Sürekli (CWT), çapraz (XWT) ve tutarlılık (WTC) wavelet analizleri ile değişkenlerin kendi içlerindeki dalgalanmaları, aralarındaki ortak hareketler ve korelasyonlar zaman-frekans düzleminde incelenmiştir. Wavelet analizi bulguları, Türkiye'de jeopolitik riskler ile enflasyon arasında, zaman içinde ve farklı frekanslarda değişen, ancak genel olarak pozitif bir ilişki olduğunu göstermektedir. Özellikle, 1990'ların başındaki Körfez Savaşı, 2001 ekonomik krizi ve 2018 sonrası dönemde jeopolitik risklerdeki artışların enflasyonla güçlü bir şekilde ilişkili olduğu bulunmuştur. Bu dönemlerde, kısa-orta vadeli döngülerde ve değişkenler arasında anlamlı ortak hareketler (XWT) ve yüksek korelasyon (WTC) tespit edilmiştir. 2000'li yılların ortalarındaki göreli istikrar döneminde ise, jeopolitik risklerin enflasyon üzerindeki etkisi zayıflamıştır. 2018 ve sonrasında, Türkiye'nin karşı karşıya kaldığı jeopolitik risklerin artmasıyla bu ilişkinin tekrar güçlendiği görülmektedir. Çalışmanın sonuçları, enflasyonla mücadelede jeopolitik risklerin, döviz kuru istikrarının, enerji ve gıda güvenliğinin, enflasyon beklentilerinin yönetiminin ve yapısal reformların önemine işaret etmektedir.

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Cite This Article

Tutgun, S. (2025). Asymmetric Effects of Geopolitical Risks on Inflation in Turkey: A Wavelet-Based Analysis. Politik Ekonomik Kuram, Cilt: 9 Sayı: 4, 1392–1405. https://doi.org/10.30586/pek.1640019

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References (40)

  1. Acemoğlu, D., & Ucer, M. (2015). The ups and downs of Turkish growth, 2002–2015: Political dynamics, the European Union and the institutional slide. NBER Working Paper, No. 21608. https://doi.org/10.3386/w21608
  2. Aguiar-Conraria, L., & Soares, M. J. (2011). The continuous wavelet transform: A primer (No. 16/2011). NIPE-Universidade do Minho.
  3. Asadollah, O., Carmy, L. S., Hoque, M. R., & Yilmazkuday, H. (2024). Geopolitical risk, supply chains, and global inflation. The World Economy. Forthcoming, Available at SSRN: https://ssrn.com/abstract=4638616 or http://dx.doi.org/10.2139/ssrn.4638616
  4. Attílio, L. A. (2024). Geopolitical Risk and Food Price Inflation: A GVAR Analysis of BRICS and the G7. The International Trade Journal, 1-26. https://doi.org/10.1080/08853908.2024.2422119
  5. Aygün, M., Savaş, Y., & Alma Savaş, D. (2023). The relation between football clubs and economic growth: the case of developed countries. Humanities and Social Sciences Communications, 10(1), 1-11. https://doi.org/10.1057/s41599-023-02074-2
  6. Başçı, E., & Kara, H. (2011). Finansal istikrar ve para politikası. İktisat İşletme ve Finans, 26(302), 9-25. https://doi.org/10.3848/iif.2011.302.0925
  7. Baumeister, C., & Kilian, L. (2016). Forty years of oil price fluctuations: Why the price of oil may still surprise us. Journal of Economic Perspectives, 30(1), 139-60. https://doi.org/10.1257/jep.30.1.139
  8. Bernanke, B. S. (1983). Irreversibility, uncertainty, and cyclical investment. The Quarterly Journal of Economics, 98(1), 85-106. https://doi.org/10.2307/1885568
  9. Bouri, E., Gabauer, D., Gupta, R., & Kinateder, H. (2023). Global geopolitical risk and inflation spillovers across European and North American economies. Research in International Business and Finance, 66, 102048. https://doi.org/10.1016/j.ribaf.2023.102048
  10. Bown, C. P. (2022). How the war in Ukraine is increasing trade costs, even for faraway countries. Peterson Institute for International Economics. (Access date:15.12.2024, https://openknowledge.worldbank.org/entities/publication/8a37c7fb-5fd8-56aa-bb7e-2a0970c468d9)
  11. Caldara, D., & Iacoviello, M. (2022). Measuring geopolitical risk. American Economic Review, 112(4), 1194-1225. http://dx.doi.org/10.1257/aer.20191823
  12. Caldara, D., Conlisk, S., Iacoviello, M., & Penn, M. (2023). Do geopolitical risks raise or lower inflation. Available at SSRN: https://ssrn.com/abstract=4852461 or http://dx.doi.org/10.2139/ssrn.4852461
  13. Calvo, G. A. (1983). Staggered prices in a utility-maximizing framework. Journal of Monetary Economics, 12(3), 383-398. https://doi.org/10.1016/0304-3932(83)90060-0
  14. Ceylan, F. (2024). Jeopolitik Risklerin Küresel Enerji ve Gıda Fiyatları Üzerinde Zamanla Değişen Etkileri. Eskişehir Osmangazi Üniversitesi Sosyal Bilimler Dergisi, 25(3), 775-791. https://doi.org/10.17494/ogusbd.1548066
  15. Clarida, R., Gali, J., & Gertler, M. (1999). The science of monetary policy: A new Keynesian perspective. Journal of Economic Literature, 37(4), 1661-1707.
  16. Cukierman, A., Edwards, S., & Tabellini, G. (1992). Seigniorage and political instability. American Economic Review, 82(3), 537-555.
  17. Daubechies, I. (1992). Ten lectures on wavelets. CBMS-NSF Regional Conference Series in Applied Mathematics
  18. Ding, S., Wang, K., Cui, T., & Du, M. (2023). The time-varying impact of geopolitical risk on natural resource prices: The post-COVID era evidence. Resources Policy, 86, 104161. https://doi.org/10.1016/j.resourpol.2023.104161
  19. Edwards, S., & Levy-Yeyati, E. (2005). Flexible exchange rates as shock absorbers. European Economic Review, 49(8), 2079-2105. https://doi.org/10.1016/j.euroecorev.2004.07.002
  20. Engle, R. F., & Campos-Martins, S. (2023). What are the events that shake our world? Measuring and hedging global COVOL. Journal of Financial Economics, 147(1), 221-242. https://doi.org/10.1016/j.jfineco.2022.09.009
  21. Goupillaud, P., Grossmann, A., & Morlet, J. (1984). Cycle-octave and related transforms in seismic signal analysis. Geoexploration, 23(1), 85-102. https://doi.org/10.1016/0016-7142(84)90025-5
  22. Grinsted, A., Moore, J. C., & Jevrejeva, S. (2004). Application of the cross wavelet transform and wavelet coherence to geophysical time series. Nonlinear Processes in Geophysics, 11(5/6), 561-566. https://doi.org/10.5194/npg-11-561-2004
  23. Hamilton, J. D. (2009). Causes and consequences of the oil shock of 2007–08. Brookings Papers on Economic Activity, Spring, 215-261.
  24. Kara, H. (2006). Turkish Experience with Implicit Inflation Targeting Central Bank Review ISSN 1303-0701 print / 1305-8800 online
  25. Kara, H. (2012). Küresel kriz sonrası para politikası. TCMB Çalışma Tebliği, 12(17), 1-25.
  26. Kasal, S. (2024). Unveiling the impact of geopolitical risks on Turkish economy and fiscal dynamics. Marmara Üniversitesi İktisadi ve İdari Bilimler Dergisi, 46(1), 221-232. https://doi.org/10.14780/muiibd.1411164.
  27. Kibritçioğlu, A. (2002). Causes of inflation in Turkey: A literature survey with special reference to theories of inflation (pp. 43-76). Aldershot: Ashgate.
  28. Leduc, S., & Liu, Z. (2016). Uncertainty shocks are aggregate demand shocks. Journal of Monetary Economics, 82, 20-35. https://doi.org/10.1016/j.jmoneco.2016.07.002
  29. Obstfeld, M., & Rogoff, K. (1996). Foundations of international macroeconomics. MIT press.
  30. Olasehinde-Williams, G., Olanipekun, I., & Usman, O. (2023). Does geopolitics trigger energy inflation in the European economic area? Evidence from a panel time-varying regression. International Journal of Energy Sector Management, (ahead-of-print). https://doi.org/10.1108/ijesm-05-2023-0027
  31. Ozturk, O., & Faizi, B. (2023). The Russia-Ukraine war, soaring food prices, and the Turkish economy: insights from computable general equilibrium. Frontiers in Environmental Science, 11, 1233233. https://doi.org/10.3389/fenvs.2023.1233233
  32. Pinchetti, M. (2024). Geopolitical Risk and Inflation: The Role of Energy Markets (No. 2431).
  33. Reboredo, J. C., & Rivera-Castro, M. A. (2013). A wavelet decomposition approach to crude oil price and exchange rate dependence. Economic Modelling, 32, 42-57. https://doi.org/10.1016/j.econmod.2012.12.028
  34. Rua, A. (2012). Wavelets in economics. Economic Modelling, 29(3), 691-698.
  35. Rua, A., & Nunes, L. C. (2009). International comovement of stock market returns: A wavelet analysis. Journal of Empirical Finance, 16(4), 632-639. https://doi.org/10.1016/j.jempfin.2009.02.002
  36. Torrence, C., & Webster, P. J. (1999). Interdecadal changes in the ENSO–monsoon system, Journal of Climate, 12(8), 2679-2690. https://doi.org/10.1175/1520-0442(1999)012 2.0.CO;2
  37. Tuna, F., & Çalışkan, H. (2022). Jeopolitik risklerin makroekonomik göstergeler üzerindeki etkisi: Türkiye örneği. Gaziantep Üniversitesi Sosyal Bilimler Dergisi, 21(4), 1989-2003. https://doi.org/10.21547/jss.1151714.
  38. Wali, M. H. I. (2020). Geopolitical Risk Index, Inflation and Exchange Rate on Economic Growth: Does the Relationship matter Evidence from Turkey (Master's thesis, Eastern Mediterranean University (EMU)-Doğu Akdeniz Üniversitesi (DAÜ)).
  39. Yahya, Y., & Pamuncak, M. B. (2023). Long-Run Determinants of Inflation in Malaysia and Indonesia: Does Geopolitical risk matter?. Journal of Sustainable Economics, 1(2), 45-57. https://doi.org/10.32734/jse.v1i2.14212
  40. Yang, T., Dong, Q., Du, M., & Du, Q. (2023). Geopolitical risks, oil price shocks and inflation: Evidence from a TVP–SV–VAR approach. Energy Economics, 127, 107099. https://doi.org/10.1016/j.eneco.2023.107099