Kredi Döngüleri Nedir? Türkiye İçin Bir Uygulama

Yıl 2024, Sayı: 82, 345 - 374, 24.10.2024

Süleyman İlker Kapucu , Sezgin Açıkalın

https://doi.org/10.51290/dpusbe.1533421

Öz

Dünyanın 2008 yılında karşılaştığı küresel ekonomik kriz ciddi finansal krizlerin sadece az gelişmiş ülkelerle sınırlı olmadığını göstermiştir. Kredilerdeki hızlı büyüme kontrol edilmediğinde en gelişmiş ülkelerin ekonomilerinde dahi bir çöküşe ve bankacılık krizlerine yol açabilmektedir. Bu açıdan kredilerdeki genişleme ve daralma dönemlerinin tespit edilerek finans piyasasının aşırı ısınma ve soğumaya karşı kontrol altında tutulması önemlidir. Çalışmamız kredi döngülerini tanıtarak Türkiye’de üçer aylık dönemlerde kredi döngülerinin ve bunlara ilişkin dönüm noktalarının belirlenmesini amaçlamıştır. Dönüm noktalarının tespiti için Bry Boschan algoritmasını kullanıyoruz. Kredi/Gayri safi yurt içi hasıla değişkeni ile yapılan analize göre Türkiye’de 1998:1–2023:3 dönemleri arasında 6 genişleme ve daralma dönemi tespit edilmiştir. Analiz sonuçlarımıza göre; literatür ile uyumlu olarak, inceleme döneminde yaşanan finansal krizler, kredi döngülerinin zirve noktaları ve sonrasındaki daralma dönemleri ile eşanlıdır. Ancak literatürün aksine Türkiye’de iş çevrimleri, kredi döngülerinden bazı dönemlerde daha uzun sürmektedir. Ayrıca parasal otoritenin 2001-2004 arası gerçekleştirdiği yapısal reformlar, kredi döngülerinin uzun süre genişleme aşamasında kalmasında etkili olurken, faiz indirimi ve kredi garanti fonu kefaletli krediler gibi piyasa müdahaleleri sadece çok kısa dönemde etki yaratabilmiştir.

Anahtar Kelimeler

Kredi döngüleri, İş çevrimleri, BBQ algoritması

What is Credit Cycle? An Application for Turkey

Öz

The global economic crisis that the world faced in 2008 showed that serious financial crises are not limited to less developed countries. When the rapid growth in credits is not controlled, it can lead to a economic collapse and banking crises even in the most developed countries. In this respect, it is important to identify periods of credit expansion and contraction and to keep the financial market under control against overheating and cooling. Our study aims to introduce credit cycles and identify quarterly credit cycles and their turning points in Turkey. We use Bry Boschan algorithm for identify turning points. According to the analysis which made by the credit/Gross domestic product variable, 6 expansion and contraction periods identified between 1998:1-2023:3 in Turkey. According to our analysis results, consistent with the literature, financial crises in the period under review coincide with the peaks of credit cycles and the subsequent contraction periods. However, contrary to the literature, business cycles in Turkey last longer than credit cycles in some periods. Moreover, while the structural reforms implemented by the monetary authority between 2001 and 2004 were effective in keeping credit cycles in the expansion phase for a long time, market interventions such as interest rate cuts and credit guaranteed loans had an impact only in the very short term.

Anahtar Kelimeler

Credit cycles, Business cycles, BBQ algorithm

Kaynakça

• Acharya, V. V. ve Yorulmazer, T. (2008). Information contagion and bank herding. Journal of Money, Credit and Banking, 40(1), 215-231.
• Adarov, A. (2022). Financial cycles around the World. International Journal of Finance and Economics, 27(3), 3163-3201.
• Ahmad, W. ve Sehgal, S. (2018). Business cycle and financial cycle interdependence and the rising role of China in SAARC. Journal of Quantitative Economics, 16, 337-362.
• Aikman, D., Haldane, A. G. ve Nelson, B. D. (2015). Curbing the credit cycle. The Economic Journal, 125(585), 1072-1109.
• Akar, C. (2016). Analyzing the synchronization between the financial and business cycles in Turkey. Journal of Review on Global Economics, 5, 25-35. Erişim Adresi: https://ssrn.com/abstract=2913550
• Akkaya, M. ve Kantar, L. (2018). Finansal krizlerin tahmininde öncü göstergelerin Logit-Probit model ile analizi: Türkiye uygulaması. Uluslararası Yönetim İktisat ve İşletme Dergisi, 143, 575-590.
• Antonakakis, N., Breitenlechner, M. ve Scharler, J. (2015). Business cycle and financial cycle spillovers in the G7 countries. The Quarterly Review of Economics and Finance, 58, 154-162.
• Apostoaie, C. M. ve Percic, S. (2014). Credit cycles and business cycles in twenty EU economies. Procedia Economics and Finance, 15, 1055-1064.
• Aslan Ö. ve Küçükaksoy İ. (2006). Finansal gelişme ve ekonomik büyüme İlişkisi: Türkiye ekonomisi üzerine ekonometrik bir uygulama, Ekonometri ve İstatistik Dergisi, 4, 12-28.
• Avcı, M. A., Altay, N. O. ve Sulak, H. (2016). Finansal krizlerin öngörüsünde Markov rejim değişim modeli: Gelişmekte olan ülkelere yönelik bir analiz. Süleyman Demirel Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 463-475
• Ayuso, J., Pérez Cid, D. ve Saurina, J. (2002). Are capital buffers pro-cyclical?: Evidence from Spanish panel data. Banco de España Servicio de Estudios Working Paper (Report No. 224)
• Balaban, B. ve Tokatlioglu, I. (2023). Financial and business cycles in Turkey. Third Sector Social Economic Review, 58(4), 3315-3334.
• Bank for International Settlements. (2014). 84th Annual Report. Erişim Adresi: 84th Annual Report, 2013/14 (bis.org)
• Bari, B. (2021). Credit cycles and business cycles in Turkish economy. Ş. Karabulut (Ed.). İktisadi, mali ve finansal uygulamaların ampirik sonuçları içinde (ss. 145-159). Ankara: Gazi Yayınevi
• Bartoletto, S., Chiarini, B., Marzano, E. ve Piselli, P. (2019). Business cycles, credit cycles, and asymmetric effects of credit fluctuations: Evidence from Italy for the period of 1861–2013. Journal of Macroeconomics, 61, 103130.
• Basel Committee on Banking Supervision (BCBS). (2010). Guidance for national authorities operating the countercyclical capital buffer. Erişim Adresi: Guidance for national authorities operating the countercyclical capital buffer, December 2010 (bis.org)
• Berger, A. N. ve Udell, G. F. (2004). The institutional memory hypothesis and the procyclicality of bank lending behavior. Journal of financial intermediation, 13(4), 458-495.
• Bernanke, B. S., Gertler, M. ve Gilchrist, S. (1999). The financial accelerator in a quantitative business cycle framework. Handbook of macroeconomics, 1, 1341-1393.
• Bernanke, B.S. ve M. Gertler (1989). Agency costs, net worth, and business fluctuations, American Economic Review, 79,14--31.
• Binici, M., Hacihasanoglu, Y. S. ve Kutuk, S. (2017). Türkiye’de finansal çevrimler iş çevrimlerinden farklılaşıyor mu? Research and Monetary Policy Department, Türkiye Cumhuriyet Merkez Bankası. Erişim Adresi: en1626eng.pdf (tcmb.gov.tr)
• Bordalo, P., Gennaioli, N., Ma, Y. ve Shleifer, A. (2020). Overreaction in macroeconomic expectations. American Economic Review, 110(9), 2748-2782.
• Borio, C. E. ve Lowe, P. W. (2004). Securing sustainable price stability: should credit come back from the wilderness?. BIS Working Papers, 157. Erişim Adresi: Securing sustainable price stability: should credit come back from the wilderness? (bis.org)
• Borio, C. E., Drehmann, M. ve Xia, F. D. (2018). The financial cycle and recession risk. BIS Quarterly Review December.
• Borio, C., Kennedy, N., ve Prowse, S. D. (1994). Exploring aggregate asset price fluctuations across countries: measurement, determinants and monetary policy implications. BIS Economic Papers, 40. Erişim Adresi: Exploring aggregate asset price fluctuations across countries: measurement, determinants and monetary policy implications (bis.org)
• Bry, G. ve Boschan, C. (1971). Programmed selection of cyclical turning points. In Cyclical analysis of time series: Selected procedures and computer programs. National Bureau Of Economic Research. 7-63.Erişim Adresi: Programmed Selection Of Cyclical Turning Points (nber.org)
• Burakov, D. V. (2013). Exogenous credit cycle: An experimental study. World Applied Sciences Journal, 26(6), 733-736.
• Burakov, D. V. (2014). Sources of credit cyclicity: A theoretical literature overview. Review of European Studies, 6, 151.
• Burns, A. F. ve Mitchell, W. C. (1946). Measuring business cycles. National Bureau of Economic Research Yayınları.
• Ceylan, S. ve Durkaya M; (2010). Türkiye’de kredi kullanımı ekonomik büyüme ilişkisi. Atatürk Üniversitesi İ.İ.B.F Dergisi, 24(2), 21-33.
• Claessens, S., Kose, M. A., ve Terrones, M. E. (2011). Financial cycles: what? how? when?. National Bureau of Economic Research International Seminar on Macroeconomics. Chicago, IL: University of Chicago Press. 7, 303-344.
• Claessens, S., Kose, M. A., ve Terrones, M. E. 2012). How do business and financial cycles interact?. Journal of International economics, 871, 178-190.
• Çeşmeci, Ö. ve Önder, A. Ö. (2008). Determinants of currency crises in emerging markets: The case of Turkey. Emerging Markets Finance and Trade, 445, 54-67.
• Çiğdem, G. (2023). Cumhuriyet’ten bugüne Türkiye’de para politikası: Dalgalanan suları yönet(eme)mek. Akademik Hassasiyetler, 10(Cumhuriyet Özel Sayısı), 890-926.
• De Bonis, R. ve Silvestrini, A. (2014). The Italian financial cycle: 1861–2011. Cliometrica, 8(3), 301-334.
• Değneli, A. P. (2020). Türkiye ekonomisi için finansal çevrimler ve iş çevrimleri: Granger nedensellik testi. Pamukkale Journal of Eurasian Socioeconomic Studies, 7(1), 18-38.
• Dell’Ariccia, G., Igan, D. ve Laeven, L. U. (2012). Credit booms and lending standards: Evidence from the subprime mortgage market. Journal of Money, Credit and Banking, 44(2‐3), 367-384.
• Detken, C. ve Smets, F. (2004). Asset price booms and monetary policy. European Central Bank Working Papers, 364. Erişim Adresi: Asset price booms and monetary policy (europa.eu)
• Ding, W., Domac, I. ve Ferri, G. (1998). Is there a credit crunch in East Asia?. World Bank Group Policy Research Working Paper, 569243. Erişim Adresi: Is there a credit crunch in East Asia? (worldbank.org)
• Drehmann, M., Borio, C.E.V. ve Tsatsaronis, K, (2012). Characterising the financial cycle: Don't lose sight of the medium term!, BIS Working Paper, 380. Erişim Adresi: Characterising the financial cycle: don't lose sight of the medium term! (bis.org)
• Dyachkova, N., Karminsky, A. M. ve Kareva, Y. (2019, Temmuz). The determinants of credit cycle and its forecast. Paper Presented at IEEE 21st Conference on Business Informatics (BCI), Moskova, Rusya. Erişim Adresi: The Determinants of Credit Cycle and Its Forecast (hse.ru)
• Eckstein, O. ve Sinai, A. (1986). The mechanisms of the business cycle in the postwar era. R.J. Gordon (Ed.). In The American business cycle: Continuity and change (pp. 39-122). Chicago: University of Chicago Press.
• Égert, B. ve Sutherland, D. (2012). The nature of financial and real business cycles: the great moderation and banking sector pro-cyclicality. Scottish Journal of Political Economy. 61(1), 98-117
• Fahey, T. (2019). Unlocking the credit cycle. Erişim Adresi: https://info.loomissayles.com/unlocking-the-credit-cycle
• Farrell, G. ve Kemp, E. (2020). Measuring the financial cycle in South Africa. South African Journal of Economics, 88(2), 123-144.
• Geanakoplos, J. (2010). The leverage cycle. National Bureau of Economic Research Macroeconomics Annual 2009. 24, 1-65. Erişim Adresi: The Leverage Cycle: NBER Macroeconomics Annual: Vol 24 (uchicago.edu)
• Gennaioli, N., Ma, Y., ve Shleifer, A. (2016). Expectations and investment. National Bureau of Economic Research Macroeconomics Annual, 30(1), 379-431. Erişim Adresi: expectationsandinvestment_april2015_0.pdf (harvard.edu).
• Gerali A., Neri, S., Sessa L. ve Signoretti, F.M. (2010), Credit and banking in a DSGE model of the Euro Area. Journal of Money, Credit and Banking, 42, 107-141.
• Gertler, M. ve Karadi, P. (2011), A model of unconventional monetary policy. Journal of Monetary Economics, 581, 17-34.
• Gollier, Ch., Koehl, P.- F. ve Rochet, J.- C. (1997). Risk-Taking behavior with limited liability and risk aversion. The Journal of Risk and Insurance, 64(2), 347-370.
• Gómez-González, J. E., Ojeda-Joya, J. N., Zárate, H. M. ve Tenjo-Galarza, F. (2014). Testing for causality between credit and real business cycles in the frequency domain: an illustration. Applied Economics Letters, 21(10), 697-701.
• Goodhart, C. ve Hofmann, B. (2008). House prices, money, credit, and the macroeconomy. Oxford Review of Economic Policy, 24(1): 180–205.
• Gorton, G. ve Ordoñez, G. (2016). Fighting crises with secrecy 22787). American Economic Journal Macroeconomics. 12(4), 45-218.
• Grinderslev, O. J., Kramp, P. L., Kronborg, A. F. ve Pedersen, J. (2017). Financial cycles: what are they and what do they look like in Denmark?. Danmarks Nationalbank Working Papers.115
• Haavio, M. (2012). Financial cycles and business cycles: some stylized facts. Bank of Finland Monetary Policy and Research. Bank of Finland Online, 1-20. Erişim Adresi: Financial Cycles and Business Cycles: Some Stylized Facts (bof.fi)
• Harding, D. ve Pagan, A. (2002). Dissecting the Cycle: A Methodological investigation. Journal of Monetary Economics, 49(2), 365-381.
• Haydaroğlu, C. (2022). Finansal kriz üzerine yapılmış lisansüstü tezlerin bibliyometrik analizi. Aksaray Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, 14(1). 67-78.
• Iacoviello, M. (2015). Financial business cycles. Review of Economic Dynamics, 18(1), 140-163.
• İşcan, A. (2003). Banka kredilerindeki daralmanın ekonomik etkileri ve krizlerdeki gelişimi, [Yayımlanmış Uzmanlık Tezi]. TCMB, Ankara.
• Jordà, Ò., Schularick, M. ve Taylor, A. M. (2013). When credit bites back. Journal of Money, Credit and Banking, 45(s2), 3-28.
• Juselius, M., Borio, C. E., Disyatat, P. ve Drehmann, M. (2016). Monetary policy, the financial cycle and ultra-low interest rates. Bank of International Settlements Working Papers. 569. Erişim Tarihi: Monetary Policy, the Financial Cycle, and Ultra-Low Interest Rates (ijcb.org).
• Kapucu, S. İ. (2020) Kredi garanti fonu AŞ kefaletli kredilerin işletmeler üzerine etkisi: Konya örneği. [Yüksek lisans tezi, Necmettin Erbakan Üniversitesi]. ]. YÖK Ulusal Tez Merkezi Veri Tabanı.
• Karagöl, V. ve Doğan, B. (2021). Interaction between business and financial cycles: evidence from Turkey. Eastern Journal of European Studies, 12(2). 123-150
• Karahan, Ö., Yılgör, M. ve Özekin, A. A. (2018). Türkiye’de banka kredilerindeki genişleme ile ekonomik büyüme arasındaki ilişki. Finans Politik ve Ekonomik Yorumlar Dergisi, 636, 25-36.
• Keyder, N. (2022). Türkiye’nin kriz deneyimleri 1994, 2000–2001, 2008–2009 ve 2018–2022 Krizleri. İktisat ve Toplum, 141, 4-13.
• Kibritçioğlu, A. (2001). Türkiye’de ekonomik krizler ve hükümetler, 1969-2001. Yeni Türkiye Dergisi Kriz Özel Sayısı, 41, 174-182.,
• Kindleberger, C. P. (1978). Manias, panics, and rationality. Eastern Economic Journal, 4(2), 103-112.
• Kirti, D. (2020). Why do bank-dependent firms bear interest-rate risk?. Journal of Financial Intermediation, 41, 100823.
• Kiyotaki, N. ve Moore, J. (1997), Credit cycles. The Journal of Political Economy, 1052, 211-248.
• Koopman, S. J. ve Lucas, A. (2005). Business and default cycles for credit risk. Journal of Applied Econometrics, 20(2), 311-323.
• Korinek, A. ve Simsek, A. (2016). Liquidity trap and excessive leverage. American Economic Review, 106(3), 699-738.
• Krishnamurthy, A. ve Muir, T. (2017). How credit cycles across a financial crisis. National Bureau of Economic Research. 23850.
• Lahraoui J. ve Scott M. (2024) Where are we in the credit cycle? Erişim Adresi: https://www.man.com/maninstitute/where-are-we-in-the-credit-cycle-2024 adresinden erişildi.
• Lenart, Ł. ve Pipień, M. (2017). The dynamics of the credit cycle in selected Asian countries. Folia Oeconomica Cracoviensia, 58, 127-133.
• Levine, R. (2005). Finance and growth: theory and evidence. Handbook of economic growth, 1, 865-934.
• Lorenzoni, G. (2008). Inefficient Credit Booms. The Review of Economic Studies, 75(3), 809–833.
• Martí, M. S. (1996). Boundedly rational credit cycles. Economic Working Paper Universitat Pompeu Fabra, (Report No.56). Erişim Adresi: 6426398.pdf (core.ac.uk)
• Mcmahon T. V. (2018). Where are we in the credit cycle? Erişim Adresi: https://www.westernasset.com/us/en/research/whitepapers/where-are-we-in-the-credit-cycle-2018-01.cfm#:~:text=A%20credit%20cycle%20follows%20the,believes%20there%20is%20continued%20runway adresinden erişildi.
• Mendoza, E. G. ve Terrones, M. E. (2008). An anatomy of credit booms: evidence from macro aggregates and micro data. National Bureau of Economic Research, 14049.
• Mercan, M. (2013). Kredi hacmindeki değişimlerin ekonomik büyümeye etkisi: Türkiye ekonomisi için sınır testi yaklaşımı. Bankacılar Dergisi, 84, 54-71.
• Mian, A. ve Sufi, A. (2010). The great recession: Lessons from microeconomic data. American Economic Review, 1002, 51-56.
• Minsky, H. P. (1978). The financial instability hypothesis: An interpretation of Keynes and an alternative to “standard” theory. Challenge, 20(1), 20-27.
• Minsky, H. P. (1986). The evolution of financial institutions and the performance of the economy. Journal of Economic Issues, 20(2), 345-353.
• Özcan B. ve Arı A; (2011). Finansal gelişme ve ekonomik büyüme arasındaki ilişkinin ampirik bir analiz: Türkiye Örneği. Business and Economics Research Journal, 2(1), 121142.
• Özgür, E. (2011). Türk bankacılık sektörünün kredi arzını etkileyen unsurlar: Türk bankacılık sektöründe “kredi çöküşü”. [Yayımlanmamış yüksek lisans tezi]. Ankara Üniversitesi Sosyal Bilimler Enstitüsü, Ankara.
• Öztürkler H, Çermikli H.; (2007). Türkiye’de bir parasal aktarım kanalı olarak banka kredileri. Finans Politik ve Ekonomik Yorumlar Dergisi, 44(514), 57-68.
• Rajan, R. G. (1994). Why bank credit policies fluctuate: A theory and some evidence. The Quarterly Journal of Economics, 109(2), 399-441.
• Reinhart, C. M. ve Rogoff, K. S. (2009). This time is different: Eight centuries of financial folly. Princeton, NJ : Princeton University Press.
• Reinhart, C. M. ve Rogoff, K. S. (2011). From financial crash to debt crisis. American Economic Review, 101(5), 1676-1706.
• Ren, Z., ve Wang, L. (2022). The Political origin of credit cycle. In the political origin of credit cycle. The American Finance Association. Erişim Adresi: The Political Origin of Credit Cycle by Zhou Ren, Lixing Wang : SSRN.
• Rothbard, M. (1962). Man, economy and state with power and market. Ludwig von Mises Institute. Princeton, NJ : Princeton University Press.
• Rötheli, T. F. (2012). Boundedly rational banks’ contribution to the credit cycle. Journal of Socio-Economics, 41(5). 730-737.
• Rünstler, G. ve Vlekke, M. (2016). Business, housing and credit cycles. European Central Bank Working Paper Series, 1915.
• Sala-Rios, M., Torres-Solé, T. ve Farré-Perdiguer, M. (2016). Credit and business cycles’ relationship: evidence from Spain. Portuguese Economic Journal, 15, 149-171.
• Scharnagl, M. ve Mandler, M. (2019). Real and financial cycles in Euro Area economies: Results from wavelet analysis. Jahrbücher Für Nationalökonomie Und Statistik, 239(5-6), 895-916.
• Schularick, M. ve Taylor, A. M. (2012). Credit booms gone bust: monetary policy, leverage cycles, and financial crises, 1870–2008. American Economic Review, 102(2), 1029-1061.
• Schüler, Y. S., Hiebert, P., & Peltonen, T. A. (2015). Characterising the financial cycle: a multivariate and time-varying approach. European Central Bank Working Paper Series,1846
• Schüler, Y. S., Hiebert, P., ve Peltonen, T. (2017). Coherent financial cycles for G-7 countries: Why extending credit can be an asset. European Systemic Risk Board Working Paper Series, 43
• Shen, C. H., Shi, J. G. ve Wu, M. W. (2019). Is finance a veil? Lead‐and‐lag relationship between financial and business cycles: The case of China. European Financial Management, 25(4), 978-1012.
• Sinn, H.- W. (2001). Risk taking, limited liability and the competition of bank regulators. National Bureau of European Research Working Paper, 8669.
• Škare, M. ve Porada-Rochoń, M. (2020). Multi-channel singular-spectrum analysis of financial cycles in ten developed economies for 1970–2018. Journal of Business Research, 112, 567-575.
• Skare, M. ve Porada-Rochon, M. (2022). The role of innovation in sustainable growth: A dynamic panel study on micro and macro levels 1990–2019. Technological Forecasting and Social Change, 175, 121337.
• Stein, J.C. (2021). Can policy tame the credit cycle?. IMF Economic Review, 69, 5–22.
• Strohsal, T., Proaño, C. R. ve Wolters, J. (2019). Characterizing the financial cycle: Evidence from a frequency domain analysis. Journal of Banking & Finance, 106, 568-591.
• Thaler, R. H. (1988). Anomalies: The Winner's Curse. Journal of Economic Perspectives, 2(1), 191-202.
• Yağcılar, G. G. ve Erdaş, M. L. (2022). Türkiye’de borsa çevrimleri ile iş çevrimleri arasındaki ilişkilerin analizi. İşletme Araştırmaları Dergisi, 14(1), 802-819.
• Yazgan, M. E. (2021). Financial cycles of the Turkish economy: How will it end this time?. Is Turkish Economy At The Crossroads: Facing the Challenges Ahead. Istanbul Bilgi Univercity CEFIS Working Paper Series.
• Yilmazkuday, H. ve Akay, K. 2008). An analysis of regime shifts in the Turkish economy. Economic Modelling, 255, 885-89.