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

Yıl 2025, Cilt: 9 Sayı: 4, 1392 - 1405, 23.12.2025
https://doi.org/10.30586/pek.1640019

Öz

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.

Kaynakça

  • 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
  • Aguiar-Conraria, L., & Soares, M. J. (2011). The continuous wavelet transform: A primer (No. 16/2011). NIPE-Universidade do Minho.
  • 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
  • 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
  • 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
  • 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
  • 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
  • Bernanke, B. S. (1983). Irreversibility, uncertainty, and cyclical investment. The Quarterly Journal of Economics, 98(1), 85-106. https://doi.org/10.2307/1885568
  • 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
  • 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)
  • Caldara, D., & Iacoviello, M. (2022). Measuring geopolitical risk. American Economic Review, 112(4), 1194-1225. http://dx.doi.org/10.1257/aer.20191823
  • 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
  • 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
  • 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
  • Clarida, R., Gali, J., & Gertler, M. (1999). The science of monetary policy: A new Keynesian perspective. Journal of Economic Literature, 37(4), 1661-1707.
  • Cukierman, A., Edwards, S., & Tabellini, G. (1992). Seigniorage and political instability. American Economic Review, 82(3), 537-555.
  • Daubechies, I. (1992). Ten lectures on wavelets. CBMS-NSF Regional Conference Series in Applied Mathematics
  • 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
  • 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
  • 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
  • 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
  • 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
  • Hamilton, J. D. (2009). Causes and consequences of the oil shock of 2007–08. Brookings Papers on Economic Activity, Spring, 215-261.
  • Kara, H. (2006). Turkish Experience with Implicit Inflation Targeting Central Bank Review ISSN 1303-0701 print / 1305-8800 online
  • Kara, H. (2012). Küresel kriz sonrası para politikası. TCMB Çalışma Tebliği, 12(17), 1-25.
  • 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.
  • Kibritçioğlu, A. (2002). Causes of inflation in Turkey: A literature survey with special reference to theories of inflation (pp. 43-76). Aldershot: Ashgate.
  • 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
  • Obstfeld, M., & Rogoff, K. (1996). Foundations of international macroeconomics. MIT press.
  • 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
  • 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
  • Pinchetti, M. (2024). Geopolitical Risk and Inflation: The Role of Energy Markets (No. 2431).
  • 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
  • Rua, A. (2012). Wavelets in economics. Economic Modelling, 29(3), 691-698.
  • 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
  • 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<2679:ICITEM>2.0.CO;2
  • 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.
  • 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)).
  • 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
  • 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

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

Yıl 2025, Cilt: 9 Sayı: 4, 1392 - 1405, 23.12.2025
https://doi.org/10.30586/pek.1640019

Öz

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.

Kaynakça

  • 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
  • Aguiar-Conraria, L., & Soares, M. J. (2011). The continuous wavelet transform: A primer (No. 16/2011). NIPE-Universidade do Minho.
  • 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
  • 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
  • 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
  • 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
  • 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
  • Bernanke, B. S. (1983). Irreversibility, uncertainty, and cyclical investment. The Quarterly Journal of Economics, 98(1), 85-106. https://doi.org/10.2307/1885568
  • 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
  • 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)
  • Caldara, D., & Iacoviello, M. (2022). Measuring geopolitical risk. American Economic Review, 112(4), 1194-1225. http://dx.doi.org/10.1257/aer.20191823
  • 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
  • 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
  • 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
  • Clarida, R., Gali, J., & Gertler, M. (1999). The science of monetary policy: A new Keynesian perspective. Journal of Economic Literature, 37(4), 1661-1707.
  • Cukierman, A., Edwards, S., & Tabellini, G. (1992). Seigniorage and political instability. American Economic Review, 82(3), 537-555.
  • Daubechies, I. (1992). Ten lectures on wavelets. CBMS-NSF Regional Conference Series in Applied Mathematics
  • 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
  • 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
  • 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
  • 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
  • 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
  • Hamilton, J. D. (2009). Causes and consequences of the oil shock of 2007–08. Brookings Papers on Economic Activity, Spring, 215-261.
  • Kara, H. (2006). Turkish Experience with Implicit Inflation Targeting Central Bank Review ISSN 1303-0701 print / 1305-8800 online
  • Kara, H. (2012). Küresel kriz sonrası para politikası. TCMB Çalışma Tebliği, 12(17), 1-25.
  • 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.
  • Kibritçioğlu, A. (2002). Causes of inflation in Turkey: A literature survey with special reference to theories of inflation (pp. 43-76). Aldershot: Ashgate.
  • 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
  • Obstfeld, M., & Rogoff, K. (1996). Foundations of international macroeconomics. MIT press.
  • 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
  • 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
  • Pinchetti, M. (2024). Geopolitical Risk and Inflation: The Role of Energy Markets (No. 2431).
  • 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
  • Rua, A. (2012). Wavelets in economics. Economic Modelling, 29(3), 691-698.
  • 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
  • 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<2679:ICITEM>2.0.CO;2
  • 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.
  • 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)).
  • 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
  • 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
Toplam 40 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Konjonktür Dalgalanmaları, Makro İktisat (Diğer)
Bölüm Araştırma Makalesi
Yazarlar

Seyhun Tutgun 0000-0001-7328-1294

Gönderilme Tarihi 14 Şubat 2025
Kabul Tarihi 12 Temmuz 2025
Yayımlanma Tarihi 23 Aralık 2025
Yayımlandığı Sayı Yıl 2025 Cilt: 9 Sayı: 4

Kaynak Göster

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

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