Journals / Ekonomi Politika ve Finans Araştırmaları Dergisi / 2025 / Cilt: 10 Sayı: 4

A Sectoral Approach to Inflation Expectations in the Turkish Economy: The Vector Error Correction Model (VECM) and Time-Varying LA-VAR Granger Causality Analysis

Türkiye Ekonomisinde Enflasyon Beklentilerine Sektörel Bir Yaklaşım: Vektör Hata Düzeltme Modeli (VECM) ve Zamanla Değişen LA-VAR Granger Nedensellik Analizi

Gülbahar Atasever(MUGLA SITKI KOCMAN UNIVERSITY, FACULTY OF ECONOMICS AND ADMINISTRATIVE SCIENCES)0000-0001-7244-9243
Bora Süslü(MUGLA SITKI KOCMAN UNIVERSITY, FACULTY OF ECONOMICS AND ADMINISTRATIVE SCIENCES)0000-0001-8029-4018
Pages
1419–1445
Publication Date
2025-12-31
🏛️Bibliographic metadata and full text access for this article are provided via DergiPark.
DergiPark Record ↗
✨

AI Summary & Key Takeaways

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

The results demonstrate the existence of co-integrating links between the variables.

📌 3 Key Takeaways

🎯
Objective & Hypothesis:The high inflation rates in Türkiye in recent years highlight the importance of expectations and motivate studies on this issue.
📊
Key Findings & Data:This study employs a Vector Error Correction Model (VECM) alongside a Time-Varying LA-VAR Granger Causality framework to investigate the relationship between inflation expectations and the prices of goods and services in Türkiye over the period 2013:01–2023:12.
💡
Conclusion & Impact:The results demonstrate the existence of co-integrating links between the variables.
🔬Design:Modeling & Simulation
📍Scope:2013 Verileri
⚙️Variables:Enflasyon Beklentileri · Para Politikası · Türkiye

Abstract

The high inflation rates in Türkiye in recent years highlight the importance of expectations and motivate studies on this issue. This study employs a Vector Error Correction Model (VECM) alongside a Time-Varying LA-VAR Granger Causality framework to investigate the relationship between inflation expectations and the prices of goods and services in Türkiye over the period 2013:01–2023:12. The results demonstrate the existence of co-integrating links between the variables. The results show that an orthogonalized shock to goods price has a temporary effect on inflation expectations, but an orthogonalized shock to services price has a permanent effect on inflation expectations. In addition, according to time-varying Granger causality analysis, the service sector, in particular, has a significant impact on inflation expectations. In this context, expectations are a significant factor that limits the effectiveness of the central bank's monetary policies. Although it is not a task that monetary policy can carry out on its own, the central bank should implement regulations that ensure stability regarding price movements in the service sector.

Özet

The high inflation rates of recent years in Türkiye reveal the importance of expectations and encourage studies on this subject. In this study, it is employed a Vector Error Correction Model (VECM) and Time-Varying LA-VAR Granger Causality Analysis to evaluate the relationship between inflation expectations and price of the goods and services in Türkiye from 2013m1 to 2023m12. The results demonstrate the existence of co-integrating links between the variables. The results show that an orthogonalized shock to goods price has a temporary effect on inflation expectations, but an orthogonalized shock to services price has a permanent effect on inflation expectations. In addition, according to time-varying Granger causality analysis, especially the service sector has a significant impact on inflation expectations. In this context, expectations are significant factor that limits the effectiveness of the central bank's monetary policies. The central bank should make stabilizing arrangements, especially regarding price movements in the service sector.

🔖

Cite This Article

Atasever, G., Süslü, B. (2025). A Sectoral Approach to Inflation Expectations in the Turkish Economy: The Vector Error Correction Model (VECM) and Time-Varying LA-VAR Granger Causality Analysis. Ekonomi Politika ve Finans Araştırmaları Dergisi, Cilt: 10 Sayı: 4, 1419–1445. https://doi.org/10.30784/epfad.1721270

📄 Full Text PDF Viewer

📄

PDF görüntüleyici hazırlanıyor...

References (61)

  1. Adolfsen J.F., Minesso, M.F., Mork, J.E. and Robays, I.V. (2024). Gas price shocks and Euro Area inflation. Journal of International Money and Finance, 149, 103183. https://doi.org/10.1016/j.jimonfin.2024.103183
  2. Afrouzi, H., Halac, M., Rogoff, K. and Yared, P. (2024). Changing central bank pressures and inflation (BPEA Conference Draft No. 03/4). Retrieved from https://www.brookings.edu/wp-content/uploads/2024/03/4_Afrouzi-et-al_unembargoed.pdf
  3. Akarsu, O. and Aktuğ, E. (2025). Decomposing supply- and demand-driven inflation in Turkey. Empirical Economics, 69(2), 1047-1077. https://doi.org/10.1007/s00181-025-02754-9
  4. Alpağut, S. (2023). Relationship between expected and actual inflation in Türkiye. Scientific Journal of Innovation and Social Sciences Research, 3(2), 43-62. Amatyakul, P., Igan, D. and Lombardi, M.J. (2024). Sectoral price dynamics in the last mile of post-Covid-19 disinflation. BIS Quarterly Review, 1, 45-57. Retrieved from https://www.bis.org/publ/qtrpdf/r_qt2403.pdf
  5. Anesti, V., Esady, V. and Naylor, N. (2025) Food prices matter most: Sensitive household inflation expectations (Bank of England Staff Working Paper No. 1, 125). Retrieved from https://www.bankofengland.co.uk/working-paper/2025/food-prices-matter-most-sensitive-household-inflation-expectations
  6. Ball L., Mankiw, G. and Romer, D. (1991). The new Keynesian economics and output-ınflation trade-off. In G. Mankiw and D. Romer (Eds.), New Keynesian economics (pp. 147-214). USA: MIT.
  7. Balmumcu., Ö. ve Süslü, B. (2017). Para politikası açısından Türkiye’de 2001 ve 2008 kriz deneyimleri. Finans Politik ve Ekonomik Yorumlar, 54(626), 9-32. Barlas, Ö.Y. and Mutluer, D. (2005). Inflation expectations in Turkey: Statistical evidence from the business tendency survey. Central Bank Review, 5(2), 73-97. Retrieved from https://openurl.ebsco.com/
  8. Başkaya, Y.S., Gülşen, E. and Kara, A.H. (2012). Inflation expectations and central bank communication in Turkey. Central Bank Review, 12, 1-10. Retrieved from https://openurl.ebsco.com/
  9. Başkaya, Y.S., Kara, H. and Mutluer, D. (2008). Expectations, communication, and monetary policy in Turkey (CBRT Working Paper No. 08/01). Retrieved from https://www.tcmb.gov.tr/wps/wcm/connect/a54faa5c-d58b-456b-a9f2-08542d4adb66/WP0801ENG.pdf?MOD=AJPERES&CACHEID=ROOTWORKSPACE-a54faa5c-d58b-456b-a9f2-08542d4adb66- m3fw5Pb
  10. Baum, C.F., Hurn, S. and Otero, J. (2022). Testing for time-varying Granger causality. The Stata Journal, 22(2), 355-378. https://doi.org/10.1177/1536867X221106403
  11. Bodea, C. and Hicks, R. (2015). Price stability and central bank independence: Discipline, credibility, and democratic institutions. International Organization, 69(1), 35-61. https://doi.org/10.1017/S0020818314000277
  12. Bomfin, A. and Rudebusch, G. (2000). Opportunistic and deliberate disinflation under imperfect credibility. Journal of Money Credit and Banking, 32, 707-721. Retrieved from http://www.jstor.org/stable/2601179
  13. Boztuğ, Y., Hildebrandt, L. and Raman, K. (2014). Detecting price thresholds in choice models using a semi-parametric approach. OR Spectrum, 36(1), 187-207. https://doi.org/10.1007/s00291-012-0313-4
  14. Bulut, Ü. (2018). Inflation expectations in Turkey: Determinants and roles in missing inflation targets. Journal of Central Banking Theory and Practice, 3, 73-90. https://doi.org/10.2478/jcbtp-2018-0024
  15. Buyun, B. (2021). Türkiye’de beklenen enflasyon ile gerçekleşen enflasyon arasindaki asimetrik ilişki. Süleyman Demirel Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 3(40), 184-203. Carlson, J.A. and Parkin, M. (1975). Inflation expectations. Economica, 123-138. https://doi.org/10.2307/2553588
  16. CBRT. (2024). Inflation report. Retrieved from https://www.tcmb.gov.tr/wps/wcm/connect/en/tcmb+en/main+menu/publications/reports/inflation+report/2024/inflation+report+2024+-+ii
  17. CBRT. (2025). Inflation report. Retrieved from https://www.tcmb.gov.tr/wps/wcm/connect/EN/TCMB+EN/Main+Menu/Publications/Reports/Inflation+Report/2025/Inflation+Report+2025+-+III
  18. CBRT. (2025). Market participants survey. https://www.tcmb.gov.tr/wps/wcm/connect/en/tcmb+en/main+menu/statistics/tendency+surveys/survey+of+market+participants
  19. Çiçek, S. and Akar, C. (2014). Do inflation expectations converge toward inflation target or actual inflation? Evidence from expectation gap persistence. Central Bank Review, 14, 15-21. Retrieved from https://acikerisim.mu.edu.tr/
  20. Çiçek, S. and Alkan, B. (2019). Enflasyon ve beklenen enflasyon belirsizlikleri üzerinden Türkiye’de para politikasinin değerlendirmesi. Bankacılar Dergisi, 109, 82-100. Retrieved from https://www.tbb.org.tr/bankacilik/arastirma-ve-yayinlar/bankacilar-dergisi/pdf/822
  21. D'Acunto, F., Malmendier, U. and Weber, M. (2023). What do the data tell us about inflation expectations? In R. Bachmann, G. Topa, and W. van der Klaauw (Eds.), Handbook of economic expectations (pp. 133-161). Academic Press. https://doi.org/10.1016/B978-0-12-822927-9.00012-4
  22. Damar, A.O. (2010). Türkiye’de döviz kurundan fiyatlara geçiş etkisinin incelenmesi (Uzmanlık Yeterlilik Tezi). TCMB, Ankara.
  23. Davis, S.C. and Presno, I. (2014). Inflation targeting and the anchoring of inflation expectations: Cross-country evidence from consensus forecasts (Globalization Institute Working Papers No. 174). https://doi.org/10.24149/gwp174
  24. Dolado, J.J. and Lutkepohl H. (1996). Making wald tests work for cointegrated VAR systems. Econometric Reviews, 15(4), 369-386. https://doi.org/10.1080/07474939608800362
  25. Dräger, L., Floto. M. and Schröder, M. (2024). Inflation expectations and economic preferences (CESifo Working Paper Series No. 11326). Retrieved from https://www.ecb.europa.eu/press/conferences/shared/pdf/20241001_expectation_surveys/Floto_paper.pdf
  26. Dräger, L. (2015). Inflation perceptions and expectations in Sweden-Are media reports the missing link? Oxford Bulletin of Economics and Statistics, 77(5), 681-700. https://doi.org/10.1111/obes.12078
  27. ECB Strategy Review (2021). Inflation expectations and their role in eurosystem forecasting (ECB Occasional Paper No. 264). Retrieved from https://www.ecb.europa.eu/pub/pdf/scpops/ecb.op
  28. Erer, D. (2023). Enflasyon ve enflasyon belirsizliği arasındaki zamanla değişen ilişkinin analizi: Türkiye örneği. Doğuş Üniversitesi Dergisi, 24(1), 255-272. Esady, V. and Mate, M. (2025). Monthly trend ınflation measurement at sectoral level (Centre For Macroeconomics CFM-DP No. 2025-12). Retrieved from https://www.lse.ac.uk/CFM/assets/pdf/CFM-Discussion-Papers-2025/CFMDP2025-12-Paper.pdf
  29. Figlevski, S. and Wachtel, P. (1981). The formation of inflationary expectations. The Review of Economics and Statistics, 63(1), 1-10. Retrieved from https://www.jstor.org/stable/1924211
  30. Gordon, R. (1981). Output fluctuations and gradual price adjustment (NBER Working Paper No. 621). Retrieved from https://www.nber.org/system/files/working_papers/w0621/w0621.pdf
  31. Gramlich, E.M. (1983). Models of inflation expectations formation: A comparison of household and economist forecasts. Journal of Money, Credit and Banking, 15(2), 155-173. https://doi.org/10.2307/1992397
  32. Ha, J., Köse, M.A., Ohnsorge, F. and Yılmazkuday, H. (2023). Understanding the global drivers of ınflation: How important are oil prices? (World Bank Policy Research Working Paper No. 10283). http://dx.doi.org/10.2139/ssrn.4327917
  33. Kim, Ki-Ho. (1998). US inflation and the dollar exchange rate: A vector error correction model. Applied Economics, 30, 613-619. https://doi.org/10.1080/000368498325606
  34. Klenow P.J. and Malin, B. (2011). Microeoconic evidence on price setting In B. Friedman and M. Woodford (Eds.), Handbook of monetary economics. USA: North Holland.
  35. Koç, Ü., Öğünç, F. and Özmen, M.U. (2025). The role of expectations in the inflation process in a period ofexchange rate shock. Macroeconomics and Finance inn Emerging Market Economies, Advance online publication. https://doi.org/10.1080/17520843.2024.2445895
  36. Kose, M.A., Matsuoka, H., Panizza, U. and Vorisek, D. (2019). Inflation expectations: Review and evidence (CEPR Dicussion Paper No. DP13601). Retrieved from https://eaf.ku.edu.tr/sites/eaf.ku.edu.tr/files/erf_wp_1904.pdf
  37. Lee, K. (1994). Formation of price and cost inflation expectations in British manufacturing: A multisectoral analysis. Economic Journal, 104, 372-385. https://doi.org/10.2307/2234757
  38. Lennard, J., Meinecke, F. and Solomou, S. (2023). Measuring inflation expectations in interwar Britain. The Economic History Review, 76, 844-870. https://doi.org/10.1111/ehr.13215
  39. Mankiw, N.G., Reis, R. and Wolfers, J. (2003). Disagreement about inflation expectations (NBER Macroeconomics Annual No. 18). Retrieved from https://www.nber.org/system/files/chapters/c11444/c11444.pdf
  40. Matthews, K. and Ong, K. (2022). Is inflation caused by deteriorating inflationexpectations or excessive monetary growth? Economic Affairs, 42, 259-274. https://doi:10.1111/ecaf.12518
  41. Minsky, H.P. (1977). The financial ınstability hypothesis: An interpretation of Keynes and an alternative to “standard” theory. Challenge, 20(1), 20–27. Retrieved from http://www.jstor.org/stable/40719505
  42. Mishra, A.K., Ghate, K., Renganathan, J., Kennet, J.J. and Rajderkar, N. P. (2022). Rolling, recursive evolving and asymmetric causality between crude oil and gold prices: Evidence from an emerging market. Resources Policy, 75, 102474. https://doi.org/10.1016/j.resourpol.2021.102474
  43. Moessner, R. (2025). Effects of inflation expectations on inflation. National Institute Economic Review, Advance online publication. Retrieved from https://www.cambridge.org/
  44. Rangan. J. and Das, A. (2025). Firm inflation expectations, uncertainty and bliefs (NCAER Working Papers No.179). Retrieved from https://ideas.repec.org/p/nca/ncaerw/179.html
  45. Ren, X., Li, J., He, F. and Lucey, B. (2023) Impact of climate policy uncertainty on traditional energy and green markets: Evidence from time-varying granger tests. Renewable and Sustainable Energy Reviews, 173, 113058. https://doi.org/10.1016/j.rser.2022.113058
  46. Shi, S., Phillips P.C. and Hurn, S. (2018). Change detection and the causal impact of the yield curve. Journal of Time Series Analysis, 39(6), 966-987. https://doi.org/10.1111/jtsa.12427
  47. Solow, R. (1998). Monopolistic competition and macroeconomic theory. United Kingdom: Cambridge University Press.
  48. Soybilgen, B. and Yazgan, E. (2017). An evaluation of inflation expectations in Turkey. Central Bank Review, 17, 31-38. http://dx.doi.org/10.1016/j.cbrev.2017.01.001
  49. Süslü, B. (2012). Türkiye’de enflasyon hedeflemesi altinda sosyal refahtaki değişim. Doğuş Üniversitesi Dergisi, 13(1), 131-146. Swanson, N.R. (1998). Money and output viewed through a rolling window. Journal of Monetary Economics, 41(3), 455-474. https://doi.org/10.1016/S0304-3932(98)00005-1
  50. Thoma, M.A. (1994). Subsample instability and asymmetries in money-income causality. Journal of Econometrics, 64(1-2), 279-306. https://doi.org/10.1016/0304-4076(94)90066-3
  51. Tobin, J. (1989). Does fiscal policy matter? In P.M. Jackson (Ed.), Essays in a Keynesian model. USA: MIT.
  52. Toda, H.Y. and Yamamoto, T. (1995). Statistical inference in vector autoregressions with possibly integrated processes. Journal of Econometrics, 66(1-2), 225-250. https://doi.org/10.1016/0304-4076(94)01616-8
  53. Tran, N. (2018). The long-run analysis of monetary policy transmission channels on inflation: A VECM approach. Journal of the Asia Pasific Economy, 23(1), 17-30. https://doi.org/10.1080/13547860.2018.1429199
  54. Yılmaz, B.C. (2012). Türkiye’de enflasyon beklentilerini belirleyen makroekonomik unsurlar (Uzmanlık Yeterlilik Tezi). TCMB, Ankara.
  55. Yılmaz, E. and Süslü, B. (2018). Why do prices change more frequently in Turkey? Alternative approach. Paper presented at the 4th International Conference on Applied Theory, Macro and Empirical Finance. Greece. http://dx.doi.org/10.2139/ssrn.3167556
  56. Yılmazkuday, H. (2022). Drivers of Turkish inflation. The Quarterly Review of Economics and Finance, 84, 315-323. https://doi.org/10.1016/j.qref.2022.03.005
  57. Alpağut, S. (2023). Relationship between expected and actual inflation in Türkiye. Scientific Journal of Innovation and Social Sciences Research, 3(2), 43-62.
  58. Balmumcu., Ö. ve Süslü, B. (2017). Para politikası açısından Türkiye’de 2001 ve 2008 kriz deneyimleri. Finans Politik ve Ekonomik Yorumlar, 54(626), 9-32.
  59. Buyun, B. (2021). Türkiye’de beklenen enflasyon ile gerçekleşen enflasyon arasindaki asimetrik ilişki. Süleyman Demirel Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 3(40), 184-203.
  60. Erer, D. (2023). Enflasyon ve enflasyon belirsizliği arasındaki zamanla değişen ilişkinin analizi: Türkiye örneği. Doğuş Üniversitesi Dergisi, 24(1), 255-272.
  61. Süslü, B. (2012). Türkiye’de enflasyon hedeflemesi altinda sosyal refahtaki değişim. Doğuş Üniversitesi Dergisi, 13(1), 131-146.