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Time-Dependent Causal Relationships Between Credit Default Swaps, Effective Funding Rate, Exchange Rate-Protected Deposit Scheme, and Stock Market Returns: Evidence from Turkiye

Cilt: 11 Sayı: 2 28 Haziran 2026
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Time-Dependent Causal Relationships Between Credit Default Swaps, Effective Funding Rate, Exchange Rate-Protected Deposit Scheme, and Stock Market Returns: Evidence from Turkiye

Öz

The aim of this paper is to investigate the relationship between the credit risk premium, effective interest rates, the volume of the exchange rate-protected deposits (ERPD), and stock market returns in Turkiye using the time-varying Granger causality method. Econometric analyses are conducted via weekly data from February 18, 2022 to October 17, 2025. The analyses are implemented via a wavelet-based and time-varying Fourier Toda-Yamamoto causality method. Empirical findings reveal that the causality between variables changes over time. Accordingly, the bidirectional causality between CDS and BIST is more dominant in the short run. In the medium and long run, causality is predominantly from BIST to CDS, implying that the stock market provides signals for financial risks. While there is no statistically significant causality from EFR to BIST, an inverse relationship is found in the medium and long run. Regarding the ERPD, causality with BIST is present across all time horizons, whereas causality from BIST to ERPD is observed only in the short and medium terms. Overall, this paper provides valuable insights into the stability of financial markets amid mixed monetary policies and offers early-warning indicators for macro-financial risk management in Turkiye.

Anahtar Kelimeler

Borsa Istanbul, Wavelet-based Fourier Toda-Yamamoto Causality Test, Effective Interest Rate, Credit Default Swap, Exchange Rate-Protected Deposit Scheme

Kaynakça

  1. Afshan, S., Sharif, A., Loganathan, N., & Jammazi, R. (2018). Time–frequency causality between stock prices and exchange rates: Further evidences from cointegration and wavelet analysis. Physica A: Statistical Mechanics and Its Applications, 495, 225–244. https://doi.org/10.1016/j.physa.2017.12.033
  2. Baur, D. G., & Lucey, B. M. (2010). Is gold a hedge or a safe haven? An analysis of stocks, bonds and gold. Financial Review, 45(2), 217–229. https://doi.org/10.1111/j.1540-6288.2010.00244.x
  3. Borio, C. (2013). The financial cycle and macroeconomics: What have we learnt? Journal of Banking & Finance, 45, 182–198. https://doi.org/10.1016/j.jbankfin.2013.07.031
  4. Bulut, Ü. (2020). Türkiye Cumhuriyet Merkez Bankası’nın kredibilite problemi: Ampirik bir inceleme. Bulletin of Economic Theory and Analysis, 5(2), 1-15. https://doi.org/10.25229/beta.750074
  5. Calvo, G. A. (1998). Capital flows and capital-market crises: The simple economics of sudden stops. Journal of Applied Economics, 1(1), 35–54.
  6. Carstens, A. (2022, April 5). The return of inflation [Speech]. Bank for International Settlements. https://www.bis.org/speeches/sp220405.htm
  7. Christopoulos, D. K., & León-Ledesma, M. A. (2010). Smooth breaks and non-linear mean reversion: Post-Bretton Woods real exchange rates. Journal of International Money and Finance, 29(6), 1076–1093. https://doi.org/10.1016/j.jimonfin.2010.02.003
  8. Claessens, S., Kose, M. A., & Terrones, M. E. (2011). Financial cycles: What? How? When? (IMF Working Paper No. WP/11/76). International Monetary Fund. https://www.imf.org/external/pubs/ft/wp/2011/wp1176.pdf
  9. Delis, M. D., & Mylonidis, N. (2011). The chicken or the egg? A note on the dynamic interrelation between government bond spreads and credit default swaps. Finance Research Letters, 8(3), 163–170. https://doi.org/10.1016/j.frl.2010.09.005
  10. Dickey, D.A. and Fuller, W.A. (1979). “Distribution of the Estimators for Autoregressive Time Series with a Unit Root.” Journal of the American Statistical Association, 74, 427–431. https://doi.org/10.2307/2286348

Kaynak Göster

APA
Öztutuş, F. (2026). Time-Dependent Causal Relationships Between Credit Default Swaps, Effective Funding Rate, Exchange Rate-Protected Deposit Scheme, and Stock Market Returns: Evidence from Turkiye. Bulletin of Economic Theory and Analysis, 11(2), 1343-1373. https://doi.org/10.25229/beta.1861489
AMA
1.Öztutuş F. Time-Dependent Causal Relationships Between Credit Default Swaps, Effective Funding Rate, Exchange Rate-Protected Deposit Scheme, and Stock Market Returns: Evidence from Turkiye. beta. 2026;11(2):1343-1373. doi:10.25229/beta.1861489
Chicago
Öztutuş, Ferhat. 2026. “Time-Dependent Causal Relationships Between Credit Default Swaps, Effective Funding Rate, Exchange Rate-Protected Deposit Scheme, and Stock Market Returns: Evidence from Turkiye”. Bulletin of Economic Theory and Analysis 11 (2): 1343-73. https://doi.org/10.25229/beta.1861489.
EndNote
Öztutuş F (01 Haziran 2026) Time-Dependent Causal Relationships Between Credit Default Swaps, Effective Funding Rate, Exchange Rate-Protected Deposit Scheme, and Stock Market Returns: Evidence from Turkiye. Bulletin of Economic Theory and Analysis 11 2 1343–1373.
IEEE
[1]F. Öztutuş, “Time-Dependent Causal Relationships Between Credit Default Swaps, Effective Funding Rate, Exchange Rate-Protected Deposit Scheme, and Stock Market Returns: Evidence from Turkiye”, beta, c. 11, sy 2, ss. 1343–1373, Haz. 2026, doi: 10.25229/beta.1861489.
ISNAD
Öztutuş, Ferhat. “Time-Dependent Causal Relationships Between Credit Default Swaps, Effective Funding Rate, Exchange Rate-Protected Deposit Scheme, and Stock Market Returns: Evidence from Turkiye”. Bulletin of Economic Theory and Analysis 11/2 (01 Haziran 2026): 1343-1373. https://doi.org/10.25229/beta.1861489.
JAMA
1.Öztutuş F. Time-Dependent Causal Relationships Between Credit Default Swaps, Effective Funding Rate, Exchange Rate-Protected Deposit Scheme, and Stock Market Returns: Evidence from Turkiye. beta. 2026;11:1343–1373.
MLA
Öztutuş, Ferhat. “Time-Dependent Causal Relationships Between Credit Default Swaps, Effective Funding Rate, Exchange Rate-Protected Deposit Scheme, and Stock Market Returns: Evidence from Turkiye”. Bulletin of Economic Theory and Analysis, c. 11, sy 2, Haziran 2026, ss. 1343-7, doi:10.25229/beta.1861489.
Vancouver
1.Ferhat Öztutuş. Time-Dependent Causal Relationships Between Credit Default Swaps, Effective Funding Rate, Exchange Rate-Protected Deposit Scheme, and Stock Market Returns: Evidence from Turkiye. beta. 01 Haziran 2026;11(2):1343-7. doi:10.25229/beta.1861489