Interaction Between Stock Exchange And Interest Rate in Turkey: A Hidden Cointegration and Asymmetric Causality Analysis

Öz

This study reveals the relationship between stock markets and interest rates. In this study, the Borsa Istanbul-100 Index (BIST-100) is used to represent the stock market, and the Turkish Lira Overnight Reference Rate (TLREF) is used to represent the interest rate. To investigate the relationship between the series, daily data between 28.12.2018- 20.10.2022 are discussed. In the analysis, the traditional co-integration tests of Engle and Granger (1987) and Johansen (1988) were used to determine the long-term relationships between the series. A long-term relationship could not be detected using the traditional co-integration test. Therefore, Granger and Yoon (2002) and Hatemi and Irandoust (2012) conducted hidden co-integration tests. The series is decomposed into positive and negative components to apply the hidden co-integration analysis. As a result of the Granger and Yoon (2002) test, a long-term relationship could not be determined between the series; As a result of the Hatemi and Irandoust (2012) test, it was observed that the cumulative positive shocks of the BIST-100 series and the positive and negative cumulative shocks of the TLREF series were associated in the long term. Hatemi-J (2012) investigated the causality relations between the series decomposed into positive and negative shocks with asymmetric causality analysis. JEL Classification : C51 , C55 , C58

Anahtar Kelimeler

• BIST-100
• TLREF
• Hidden Co-integration Test
• Asymmetric Causality Test
• Unit Root Test.

Kaynakça

1. Akella, S. R., & Chen, S. J. (1990). Interest rate sensitivity of bank stock returns: Specification effects and structural changes. Journal of Financial Research, 13(2), 147-154. google scholar
2. Akerlof, G. (1970). Quarterly Journal of Economics. Quarterly Journal of Economics, 84, 488. google scholar
3. Alam, M. D., & Uddin, G. (2009). Relationship between interest rate and stock price: empirical evidence from developed and developing countries. International Journal of Business and Management (ISSN 1833-3850), 4(3), 43-51. google scholar
4. Barbic, T., & CondiC-Jurkic, I. (2011). Relationship between macroeconomic fundamentals and stock market indices in selected CEE countries. Ekonomski pregled, 62(3-4), 113-133. google scholar
5. Bodie, Z., Kane, A., ve Marcus, A. J. (2018). Yatırım Temelleri (9 b.). (S. Demir, Çev.) Nobel Akademik Yayıncılık. google scholar
6. Brigham, E.F., & Houston, J.F. (2016). Finansal Yönetimin Temelleri, (Çev. Nevzat Aypek), 7.Basımdan Çeviri Ankara: Nobel yayın. google scholar
7. Çetin, A. C., & Bıtırak, İ. A. (2015). Türkiye’deki makro ekonomik verilerin hisse senedi getirilerini etkileme gücünün arbitraj fiyatlama modeli ile analiz. Süleyman Demirel Üniversitesi Vizyoner Dergisi, 6(12), 1-19. google scholar
8. Dritsaki-Bargiota, M., & Dritsaki, C. (2004). Macroeconomic determinants of stock price movements: an empirical investigation of the Greek stock market. In XI International Conference. Multinational finance Society, Istambul, July (pp. 3-8). google scholar

9. Durukan, M. B. (1999). İstanbul Menkul Kıymetler Borsasında Makroekonomik Değişkenlerin Hisse Senedi Fiyatlarına Etkisi. İMKB dergisi, 3(11), 19-47. google scholar
10. Engle, R. F., & Granger, C. W. J. (1987). Co-Integration and Error Correction: Representation, Estimation, and Testing. Econometrica, 55(2), 251-276. google scholar
11. Eyüboğlu, S., & Eyüboğlu, K. (2018). Amerikan 10 Yıllık Tahvil Faizleri ile Gelişmekte Olan Ülke Borsaları Arasındaki İlişkinin Test Edilmesi. Yönetim Bilimleri Dergisi, 16(31), 443-459. google scholar
12. Fama, E. F. (1970). Efficient capital markets: A review of theory and empirical work. The journal of Finance, 25(2), 383-417. google scholar
13. Fama, E. F. (1981). Stock returns, real activity, inflation, and money. The American economic review, 71(4), 545-565. google scholar
14. Fama, E. F., & Schwert, G. W. (1977). Asset returns and inflation. Journal of financial economics, 5(2), 115-146. google scholar
15. Granger, C. W., & Yoon, G. (2002). Hidden cointegration. University of California, Economics Working Paper, No. (2002-02). google scholar
16. Hatemi-J, A. (2012). Asymmetric causality tests with an application. Empirical economics, 43(1), 447-456. google scholar
17. Hatemi-J, A., & Irandoust, M. (2012). Asymmetric interaction between government spending and terms of trade volatility: New evidence from hidden cointegration technique. Journal of Economic Studies. 39(3), 368-378 google scholar
18. Johansen, S. (1988) Statistical Analysis of Cointegrating Vectors. Journal of Economic Dynamics and Control,12, 231-254. google scholar
19. Karaca, S. V., Çütçü, İ., & Özkök, Y. (2022). Seçili Makroekonomik Değişkenler ile Borsa İstanbul Endeksi Arasındaki İlişki: Türkiye Örneği. Alanya Akademik Bakış, 6 (3) , 2913-2927. google scholar
20. Kartal, M. T. (2019). Türkiye’de Referans (Gösterge) Faiz Oluşturulması: Türk Lirası Gecelik Referans Faiz Oranı (TLREF) Üzerine Bir İnceleme. Bankacılar Dergisi, 30 (111), 14-27. google scholar
21. Lee, B. S. (1992). Causal relations among stock returns, interest rates, real activity, and inflation. The Journal of Finance, 47(4), 1591-1603. google scholar
22. Lee, U. (1997). Stock Market and Macroeconomic Policies: New Evidence from Pacific Basin Countries. Multinational Finance Journal, 1(4), 273-289. google scholar
23. Leon, N.K. (2008). The effects of interest rates volatility on stock returns and volatility: Evidence from Korea. Euro Journal of Finance and Economics, 14, 285-290. google scholar
24. Lin, X., Wang, C., Wang, N., & Yang, J. (2018). Investment, Tobin’s, and interest rates. Journal of Financial Economics, 130(3), 620-640. google scholar
25. Mert, M., & Çağlar, A. E. (2019). Eviews ve Gauss uygulamalı zaman serileri analizi. Ankara: Detay Yayıncılık. google scholar
26. Mishkin, F. S., Gordon, R. J., & Hymans, S. H. (1977). What depressed the consumer? The household balance sheet and the 1973-75 recession. Brookings papers on economic activity, 1977(1), 123-174. google scholar
27. Modigliani, F. (1971). Monetary policy and consumption: Linkages via interest rate and wealth effects in the FMP Model. In F. Modigliani, J. google scholar
28. Tobin, W. C. Dolde, P. J. Taubman, G. D. Green, D. I. Meiselman et al. (Eds.), Consumer Spending and Monetary Policy: The Linkages (pp. 9-84). Conferences Series, No. 5, Boston, MA: Federal Reserve Bank of Boston. google scholar
29. Mukherjee, T. K., & Naka, A. (1995). Dynamic relations between macroeconomic variables and the Japanese stock market: an application of a vector error correction model. Journal of financial Research, 18(2), 223-237. google scholar
30. Muktadir-Al-Mukit, D. (2013). An econometric analysis of the impact of monetary policy on stock market performance in Bangladesh. World Review of Business Research, 3(3), 16-29. google scholar
31. Omağ, A. (2009). Türkiye’de 1991-2006 döneminde makro ekonomik değişkenlerin hisse senedi fiyatlarına etkisi. Öneri Dergisi, 8 (32), 283-288. google scholar
32. Onasanya, O. K., & Ayoola, F. J. (2012). Does macro economic variables have effect on stock market movement in Nigeria. Journal of Economics and Sustainable Development, 3(10), 192-202. google scholar Phillips P. C. B., & Perron, P (1988). Testing for a Unit Root in Time Series Regression. Biometrika, 75(2), 335-346. google scholar
33. Pilinkus, D., & Boguslauskas, V. (2009). The short-run relationship between stock market prices and macroeconomic variables in Lithuania: an application of the impulse response function. Inzinerine ekonomika, (5), 26-34. google scholar
34. Prempeh, K. B. (2016). Macroeconomic variables and stock price volatility in Ghana. Munich Personal RePEc Archive, MPRA Paper No.70545, 1-11. google scholar
35. Rogers, R. M. (1998). Handbook of key economic indicators. McGraw Hill Professional. google scholar
36. Roll, R., & Ross, S. A. (1995). The Arbitrage Pricing Theory Approach To Strategic Portfolio Planning. Financial Analysis Journal, 51(1), 122-131. google scholar
37. Ross, S. A. (1976). The arbitrage theory of capital asset pricing, Journal of Economic Theory, 13, 341-360. google scholar
38. Said E. Said, & Dickey, D. A. (1984). Testing for Unit Roots in Autoregressive-Moving Average Models of Unknown Order. Biometrika, 71(3), 599-607. google scholar
39. Sayılgan, G., & Süslü, C. (2011). Makroekonomik faktörlerin hisse senedi getirilerine etkisi: Türkiye ve gelişmekte olan piyasalar üzerine bir inceleme. BDDK Bankacılık ve Finansal Piyasalar Dergisi, 5(1), 73-96. google scholar
40. Sevüktekin, M., & Nargeleçekenler, M. (2010). Ekonometrik zaman serileri analizi: EViews uygulamalı. Nobel Yayın Dağıtım. google scholar
41. Spence, A. M. (1973). Time and communication in economic and social interaction. The Quarterly Journal of Economics, 87(4), 651-660. google scholar
42. Stiglitz, J. E. (1974). Incentives and risk sharing in sharecropping. The Review of Economic Studies, 41(2), 219-255. google scholar
43. Şener, S., Yılancı, V., & Tıraşoğlu, M. (2013). Petrol Fiyatları İle Borsa İstanbul’un Kapanış Fiyatları Arasındaki Saklı İlişkinin Analizi. Sosyal Ekonomik Araştırmalar Dergisi, 13(26), 231-248. google scholar
44. Tarı, R. (2014). Ekonometri, 9. Baskı, İstanbul: Umuttepe Yayınları. google scholar
45. Ulu, Ç., Sönmez, Y. & Hürriyet B. (2022). BİST-100 ile TLREF üzerine bir çalışma: granger nedensellik analizi. 25. Finans Sempozyumunda Sunulan Bildiri, Mehmet Akif Ersoy Üniversitesi, Burdur. google scholar
46. Uyar, U., Kangallı Uyar, S. G., & Gökçe, A. (2016). Gösterge faiz oranı dalgalanmaları ve BIST endeksleri arasındaki ilişkinin eşanlı kantil regresyon ile analizi. Ege Akademik Bakış,16(4), 587-598. google scholar
47. Yeşildağ, E. (2021). Altın, faiz, işsizlik, para arzı ile borsa arasındaki eşbütünleşme ilişkisinin araştırılması. Yönetim ve Ekonomi Araştırmaları Dergisi, 19(2), 130-148. google scholar
48. Zivot, E., & Donald W. K. Andrews. (1992). Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis. Journal of Business; Economic Statistics, 10(3), 251-270. google scholar
49. Zügül, M., & Şahin, C. (2009). İMKB 100 endeksi ile bazı makroekonomik değişkenler arasındaki ilişkiyi incelemeye yönelik bir uygulama. Akademik Bakış, 16(1), 1-16. google scholar
50. https://borsaistanbul.com/tr/, Erişim Tarihi: 20.10.2022. google scholar