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Predictability of risk appetite in Turkey: Local versus global factors

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  • Gemici, Eray
  • Gök, Remzi
  • Bouri, Elie

Abstract

We examine the impacts of four local and five global factors on the risk appetite in Turkey using weekly data for the period 2008–2022. There are significant causal effects of both global and local factors under various market conditions. Local factors, particularly CDS spreads, exert stronger causal effects than global factors, and qualified investors are more predictable than domestic or foreign investors. Uncertainty during the pandemic crisis weakens the explanatory powers of most factors. All investor groups are generally exposed to negative shocks and this effect strengthens at lower and middle quantiles. Policy implications are discussed.

Suggested Citation

  • Gemici, Eray & Gök, Remzi & Bouri, Elie, 2023. "Predictability of risk appetite in Turkey: Local versus global factors," Emerging Markets Review, Elsevier, vol. 55(C).
  • Handle: RePEc:eee:ememar:v:55:y:2023:i:c:s1566014123000237
    DOI: 10.1016/j.ememar.2023.101018
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    as
    1. Dario Caldara & Matteo Iacoviello, 2022. "Measuring Geopolitical Risk," American Economic Review, American Economic Association, vol. 112(4), pages 1194-1225, April.
    2. Syed Jawad Hussain Shahzad & Elie Bouri & Naveed Raza & David Roubaud, 2019. "Asymmetric impacts of disaggregated oil price shocks on uncertainties and investor sentiment," Review of Quantitative Finance and Accounting, Springer, vol. 52(3), pages 901-921, April.
    3. Daude, Christian & Levy Yeyati, Eduardo & Nagengast, Arne J., 2016. "On the effectiveness of exchange rate interventions in emerging markets," Journal of International Money and Finance, Elsevier, vol. 64(C), pages 239-261.
    4. Prasanna Gai & Nicholas Vause, 2006. "Measuring Investors' Risk Appetite," International Journal of Central Banking, International Journal of Central Banking, vol. 2(1), March.
    5. Cipollini, Andrea & Lo Cascio, Iolanda & Muzzioli, Silvia, 2018. "Risk aversion connectedness in five European countries," Economic Modelling, Elsevier, vol. 71(C), pages 68-79.
    6. Fatum, Rasmus & Yamamoto, Yohei & Zhu, Guozhong, 2017. "Is the Renminbi a safe haven?," Journal of International Money and Finance, Elsevier, vol. 79(C), pages 189-202.
    7. Kumar, Manmohan S & Persaud, Avinash, 2002. "Pure Contagion and Investors' Shifting Risk Appetite: Analytical Issues and Empirical Evidence," International Finance, Wiley Blackwell, vol. 5(3), pages 401-436, Winter.
    8. Çakmaklı, Cem & Demiralp, Selva & Özcan, Şebnem Kalemli & Yeşiltaş, Sevcan & Yıldırım, Muhammed A., 2023. "COVID-19 and emerging markets: A SIR model, demand shocks and capital flows," Journal of International Economics, Elsevier, vol. 145(C).
    9. Jena, Sangram Keshari & Tiwari, Aviral Kumar & Hammoudeh, Shawkat & Roubaud, David, 2019. "Distributional predictability between commodity spot and futures: Evidence from nonparametric causality-in-quantiles tests," Energy Economics, Elsevier, vol. 78(C), pages 615-628.
    10. Saffet Akdag & Ömer İskenderoglu & Andrew Adewale Alola, 2020. "The volatility spillover effects among risk appetite indexes: insight from the VIX and the rise," Letters in Spatial and Resource Sciences, Springer, vol. 13(1), pages 49-65, April.
    11. Hui, Cho-Hoi & Fong, Tom Pak-Wing, 2015. "Price cointegration between sovereign CDS and currency option markets in the financial crises of 2007–2013," International Review of Economics & Finance, Elsevier, vol. 40(C), pages 174-190.
    12. Mahmod Qadan & Joseph Yagil, 2012. "Fear sentiments and gold price: testing causality in-mean and in-variance," Applied Economics Letters, Taylor & Francis Journals, vol. 19(4), pages 363-366, March.
    13. Balcilar, Mehmet & Gupta, Rangan & Pierdzioch, Christian, 2016. "Does uncertainty move the gold price? New evidence from a nonparametric causality-in-quantiles test," Resources Policy, Elsevier, vol. 49(C), pages 74-80.
    14. Kiryoung Lee & Minki Kim, 2019. "Investor Sentiment and Bond Risk Premia: Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 55(4), pages 915-933, March.
    15. Galvao Jr., Antonio F., 2009. "Unit root quantile autoregression testing using covariates," Journal of Econometrics, Elsevier, vol. 152(2), pages 165-178, October.
    16. Cuadro-Sáez, Lucía & Fratzscher, Marcel & Thimann, Christian, 2009. "The transmission of emerging market shocks to global equity markets," Journal of Empirical Finance, Elsevier, vol. 16(1), pages 2-17, January.
    17. Bekaert, Geert & Hoerova, Marie, 2016. "What do asset prices have to say about risk appetite and uncertainty?," Journal of Banking & Finance, Elsevier, vol. 67(C), pages 103-118.
    18. Miyajima, Ken & Mohanty, M.S. & Chan, Tracy, 2015. "Emerging market local currency bonds: Diversification and stability," Emerging Markets Review, Elsevier, vol. 22(C), pages 126-139.
    19. Balcilar, Mehmet & Bouri, Elie & Gupta, Rangan & Roubaud, David, 2017. "Can volume predict Bitcoin returns and volatility? A quantiles-based approach," Economic Modelling, Elsevier, vol. 64(C), pages 74-81.
    20. Manmohan S. Kumar & Avinash Persaud, 2002. "Pure Contagion and Investors’ Shifting Risk Appetite: Analytical Issues and Empirical Evidence," International Finance, Wiley Blackwell, vol. 5(3), pages 401-436, November.
    21. Eddie Chi-man Hui & Xian Zheng & Hui Wang, 2013. "Investor sentiment and risk appetite of real estate security market," Applied Economics, Taylor & Francis Journals, vol. 45(19), pages 2801-2807, July.
    22. Tobias Adrian & Erkko Etula & Hyun Song Shin, 2009. "Risk appetite and exchange Rates," Staff Reports 361, Federal Reserve Bank of New York.
    23. Roger Koenker & Zhijie Xiao, 2004. "Unit Root Quantile Autoregression Inference," Journal of the American Statistical Association, American Statistical Association, vol. 99, pages 775-787, January.
    24. Buncic, Daniel & Moretto, Carlo, 2015. "Forecasting copper prices with dynamic averaging and selection models," The North American Journal of Economics and Finance, Elsevier, vol. 33(C), pages 1-38.
    25. Andrews, Donald W K, 1993. "Tests for Parameter Instability and Structural Change with Unknown Change Point," Econometrica, Econometric Society, vol. 61(4), pages 821-856, July.
    26. Demirer, Riza & Gkillas, Konstantinos & Gupta, Rangan & Pierdzioch, Christian, 2019. "Time-varying risk aversion and realized gold volatility," The North American Journal of Economics and Finance, Elsevier, vol. 50(C).
    27. Shao, Liuguo & Zhang, Hua & Chen, Jinyu & Zhu, Xuehong, 2021. "Effect of oil price uncertainty on clean energy metal stocks in China: Evidence from a nonparametric causality-in-quantiles approach," International Review of Economics & Finance, Elsevier, vol. 73(C), pages 407-419.
    28. Jung Park, Yuen & Kutan, Ali M. & Ryu, Doojin, 2019. "The impacts of overseas market shocks on the CDS-option basis," The North American Journal of Economics and Finance, Elsevier, vol. 47(C), pages 622-636.
    29. Nikola Tarashev & Kostas Tsatsaronis & Dimitrios Karampatos, 2003. "Investors' attitude towards risk: what can we learn from options?," BIS Quarterly Review, Bank for International Settlements, June.
    30. Fender, Ingo & Hayo, Bernd & Neuenkirch, Matthias, 2012. "Daily pricing of emerging market sovereign CDS before and during the global financial crisis," Journal of Banking & Finance, Elsevier, vol. 36(10), pages 2786-2794.
    31. M. Kabir Hassan & Selim Kayhan & Tayfur Bayatb, 2017. "Does credit default swap spread affect the value of the Turkish LIRA against the U.S. dollar?," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 17(1), pages 1-9, March.
    32. Coudert, Virginie & Gex, Mathieu, 2008. "Does risk aversion drive financial crises? Testing the predictive power of empirical indicators," Journal of Empirical Finance, Elsevier, vol. 15(2), pages 167-184, March.
    33. Philippe Dupuy, 2009. "Pure Indicator Of Risk Appetite," Australian Economic Papers, Wiley Blackwell, vol. 48(1), pages 18-33, March.
    34. Koenker, Roger & Bassett, Gilbert, Jr, 1982. "Robust Tests for Heteroscedasticity Based on Regression Quantiles," Econometrica, Econometric Society, vol. 50(1), pages 43-61, January.
    35. Dai, Zhifeng & Chang, Xiaoming, 2021. "Forecasting stock market volatility: Can the risk aversion measure exert an important role?," The North American Journal of Economics and Finance, Elsevier, vol. 58(C).
    36. Yasemin Erduman & Neslihan Kaya, 2014. "Determinants of Bond Flows to Emerging Markets: How Do They Change Over Time?," Working Papers 1428, Research and Monetary Policy Department, Central Bank of the Republic of Turkey.
    37. Qadan, Mahmoud & Idilbi-Bayaa, Yasmeen, 2020. "Risk appetite and oil prices," Energy Economics, Elsevier, vol. 85(C).
    38. Qadan, Mahmoud, 2019. "Risk appetite, idiosyncratic volatility and expected returns," International Review of Financial Analysis, Elsevier, vol. 65(C).
    39. Demirer, Riza & Omay, Tolga & Yuksel, Asli & Yuksel, Aydin, 2018. "Global risk aversion and emerging market return comovements," Economics Letters, Elsevier, vol. 173(C), pages 118-121.
    40. Sim, Nicholas & Zhou, Hongtao, 2015. "Oil prices, US stock return, and the dependence between their quantiles," Journal of Banking & Finance, Elsevier, vol. 55(C), pages 1-8.
    41. Taha Bahadır SARAÇ & Ömer İSKENDEROĞLU & Saffet AKDAĞ, 2016. "Yerli ve Yabancı Yatırımcılara Ait Risk İştahlarının İncelenmesi: Türkiye Örneği," Sosyoekonomi Journal, Sosyoekonomi Society, issue 24(30).
    42. Srivastava, Sasha & Lin, Hai & Premachandra, Inguruwatte M. & Roberts, Helen, 2016. "Global risk spillover and the predictability of sovereign CDS spread: International evidence," International Review of Economics & Finance, Elsevier, vol. 41(C), pages 371-390.
    43. V. Coudert & M. Gex, 2008. "Does risk aversion drive financial crises? Testing the predictive power of empirical indicators," Post-Print halshs-00321667, HAL.
    44. Jeong, Kiho & Härdle, Wolfgang K. & Song, Song, 2012. "A Consistent Nonparametric Test For Causality In Quantile," Econometric Theory, Cambridge University Press, vol. 28(4), pages 861-887, August.
    45. Zelal Aktas & Neslihan Kaya Eksi, 2020. "What Drives Portfolio Flows to Turkey? The Dynamics and a Historical Accounting of the Flows," CBT Research Notes in Economics 2010, Research and Monetary Policy Department, Central Bank of the Republic of Turkey.
    46. Nasha Ananchotikul & Ms. Longmei Zhang, 2014. "Portfolio Flows, Global Risk Aversion and Asset Prices in Emerging Markets," IMF Working Papers 2014/156, International Monetary Fund.
    47. Nishiyama, Yoshihiko & Hitomi, Kohtaro & Kawasaki, Yoshinori & Jeong, Kiho, 2011. "A consistent nonparametric test for nonlinear causality—Specification in time series regression," Journal of Econometrics, Elsevier, vol. 165(1), pages 112-127.
    48. Jushan Bai & Pierre Perron, 2003. "Computation and analysis of multiple structural change models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(1), pages 1-22.
    49. Newey, Whitney K & Powell, James L, 1987. "Asymmetric Least Squares Estimation and Testing," Econometrica, Econometric Society, vol. 55(4), pages 819-847, July.
    50. Ferriani, Fabrizio, 2021. "From taper tantrum to Covid-19: Portfolio flows to emerging markets in periods of stress," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 74(C).
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