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GELİŞMİŞ VE GELİŞMEKTE OLAN EKONOMİLERİN ÜLKE RİSKİNİN BELİRLEYENLERİ

Year 2024, Volume: 25 Issue: 4, 253 - 283, 31.12.2024
https://doi.org/10.53443/anadoluibfd.1484820

Abstract

Bu çalışmada ülke betasının zamana göre değiştiği ortaya konularak, gelişmiş ve gelişmekte olan ekonomilerin ülke risklerinin belirleyenleri analiz edilmektedir. Bu amaçla ilk olarak Heteroskedastik Piyasa Modeli yardımıyla gelişmiş ve gelişmekte olan ekonomilerin 2004-2023 yılları arasındaki beta değerleri hesaplanmıştır. Model hesaplamaları beta değerlerinin zamana ve ülkelere göre değiştiğini kanıtlamaktadır. İkinci olarak ülke betasının ticari açıklık, finansal açıklık, sanayi üretim endeksi, reel efektif döviz kuru ve enflasyon oranı ile ilişkisi panel Sabit Etkiler EKK tahmincisi kullanılarak araştırılmaktadır. Tahmin sonuçları seçilen değişkenlerin ülke betası üzerindeki etkisinin anlamlı olduğunu göstermektedir. Gelişmiş ekonomilerin pay senedi piyasalarının betası finansal açıklık ve sanayi üretim endeksindeki değişimlere duyarlı iken, gelişmekte olan ülkelerin pay senedi piyasasının betası ise ticari açıklık, reel efektif döviz kuru ve enflasyon oranındaki değişimlere duyarlıdır.

References

  • Alcala, F., & Ciccone, A. (2004). Trade and productivity. Quarterly Journal of Economics, 119(2), 613-646.
  • Alex O. W. (1982). International trade and investments: A managerial approach. Toronto: John Wiley and Sons.
  • Bhargava, A., Franzini, L., & Narendranathan, W. (1982). Serial correlation and the fixed effects model. The Review of Economic Studies, 49(4), 533-549.
  • Black, F. (1976). Studies of stock price volatility changes. Proceedings of the 1976 Meeting of the American Statistical Association, Business and Economic Statistics Section (pp. 177–181). Washington DC: American Statistical Association.
  • Bollerslev, T. (1986). Generalized autoregressive conditional heteroscedasticitiy. Journal of Econometric., 31, 307-327.
  • Bollerslev T. (1990). Modelling the coherence in short run nominal exchange rates: A multivariate generalised ARCH model. Review of Economics and Statistics, 72, 498–505.
  • Bos, T., Fetherston, T.A., Martikainen, T., & Perttunen, J. (1995). The International co-movements of finnish stocks. European Journal of Finance, 1, 95-111.
  • Bos, T., & Fetherston, T.A. (1995). Nonstationarity of the market model, outliers, and the choice of market rate of return. ABD: JAI Press.
  • Boumparis, P., Milas, C., & Panagiotidis, T. (2017). Economic policy uncertainty and sovereign credit rating decisions: Panel quantile evidence for the eurozone. Journal of International Money and Finance, 79, 39-71.
  • Brewer, T. L., & Rivoli, P. (1990) Politics and perceived country creditworthiness in international banking. Journal of Money, Credit and Banking, 22(3), 357–369.
  • Brooks, R.D., Faff, R.W., & Anff, M. (1997). The nature and extent of beta instability in the Kuala Lumpur stock market. Capital Markets Review, 4(2), 1-14
  • Brooks, R.D., Faff, R.W., & McKenzie, M. (2002). Time varying country risk: An assessment of alternative modelling techniques. The European Journal of Finance, 8(3), 249-274.
  • Bouchet, M. H., Clark, E., & Groslambert, B. (2003). Country risk assessment—A guide to global ınvestment strategy. Chichester: Wiley.
  • Chakrabarti, A., & Zeaiter, H. (2014). The determinants of sovereign default: A sensitivity analysis. International Review of Economics and Finance, 33, 300-318.
  • Curran, M., & Velic, A. (2020). The CAPM, national stock market betas, and macroeconomic covariates: a global analysis. Open Economies Review, 31, 787-820.
  • Driscoll, J.C., & Kraay, A.C. (1998). Consistent covariance matrix estimation with spatially dependent panel data. The Review of Economics and Statistics, 80(4), 549- 560.
  • Doğan, Ö., & Kılıç, Y. (2022). BRICS-T ülke piyasalarında risk ayrıştırma. Gaziantep University Journal of Social Sciences, 21(4), 2175-2186.
  • Drobetz, W., Hollstein, F., Otto, T., & Prokopczuk, M. (2024). Estimating stock market betas via machine learning. Journal of Financial and Quantitative Analysis, 1-37.
  • Eaton, J., Gersovitz, M., & Stiglitz, J. E. (1986). The pure theory of country risk. (NBER Working Paper Series, 1894).
  • Erb, C.B, Harvey, C.R., & Viskanta, T.E. (1996). Expected returns and volatility in 135 countries. The Journal of Portfolio, 1, 46-58.
  • Fabozzi, F., & Francis, J. (1978). Beta as a random coefficient. Journal of Financial and Quantitative Analysis, 13, 101–116.
  • Faff, R W, Lee, J.H.H., & Fry, T.R.L. (1992). Time stationarity of systematic risk some australian evidence. Journal of Business Finance and Accounting, 19, 253-270.
  • Fama, E.F. (1981). Stock returns, real activity, ınflation, and money. The American Economic Review, 71(4), 545-565.
  • Ferson, W.E., & Harvey, C.R. (1993). The risk and predictability of ınternational equity returns. Review of Financial Studies, 6, 527-566.
  • Ferson, W.E., & Harvey, C.R. (1996). Sources of risk and expected returns in global equity markets. Journal of Banking and Finance, 18, 775-803.
  • French, K.R., Schwert, G.W., & Stambaugh, R.F. (1987). Expected stock returns and volatility. Journal of Financial Economics, 19, 3-29.
  • Gangami, M.A.M., Brooks, R.D., & Faff, R.W. (2000). Modeling Australia’s country risk: A country beta approach. Journal of Economics and Business, 52, 259–276.
  • Ghulam, Y., & Derber, J. (2018). Determinants of sovereign defaults. The Quarterly Review of Economics and Finance, 69, 43-55.
  • Glova, J. (2014). Country risk in the CESEE countries: A fundamental beta approach. Procedia Economics and Finance, 15, 100-107.
  • Gujarati, D. N., & Porter, D.C. (2010). Basic econometrics. Gulamhussen, M. A: McGraw-Hill.
  • Harvey, C. R. (1991). The world price of covariance risk. Journal of Finance, 46(1).
  • Harvey, C.R., & Zhou, G. (1993). International asset pricing with alternative distributional specification. Journal of Empirical Finance, 1, 107-131.
  • Hoti, S., & McAleer, M. (2004). An empirical assessment of country risk ratings and associated models. Journal of Economic Surveys, 18(4), 539-588.
  • Kahn, M.O.S. (2020). Can we compare the COVID-19 and 2008 crises? SUERF Policy Note, 164, 1-11.
  • Karolyi, G. A., & R. M. Stulz (2003). Are financial assets priced locally or globally? In G. Constantinides, handbook of the economics of finance (975-1020). Amsterdam: NorthHolland.
  • Kok, K.L. (1994). Beta forecasts of malaysian securities. Malaystan Management Review, 29, 14-21.
  • Lane, P., & Milesi-Ferretti, G. (2017). International financial integration in the aftermath of the global financial crisis. (IMF Working Paper, 115).
  • Le, H. G. (2000). Financial openness and financial integration. (Asia Pacific School of Economics and Management Working Papers).
  • Mandelbrot, B. (1963). The variation of certain speculative prices. The Journal of Business, 36(4), 394-419.
  • Marshall, A., Maulana, T., & Tang, L. (2009). The estimation and determinants of emerging market country risk and the dynamic conditional correlation GARCH model. International Review of Financial Analysis, 18(5), 250‐259.
  • Nelson, D. B. (1991). Contidional heteroskedasticity in asset returns: A new approach. Econometrica, 59(2), 347-370.
  • Özçam, M. (1997). Varlık fiyatlama modelleri aracılığıyla dinamik portföy yönetimi. Ankara: Sermaye Piyasası Kurulu Yayınları.
  • Özdemir, A.K., Yıldız, M.E., & Otluoğlu, E. (2015). Time-varying country beta approach in modelling risk of Turkey. Journal of Business, Economics & Finance, 4(4), 796-822.
  • Pentecôte, J.S., Poutineau, J. C., & Rondeau, F. (2015). Trade integration and business cycle synchronization in the EMU: The negative effect of new trade flows. Open Economies Review, 26(1), 61-79.
  • Peter, M. (2002). Estimating default probabilities of emerging market sovereigns: A new look at a not-so-new literature. (HEI Working Paper, 6).
  • Proença, C., Neves, M., Dias, J.C., & Martins, P. (2021). Determinants of sovereign debt ratings in clusters of european countries – effects of the crisis. Journal of Financial Economic Policy, 14(3), 403-427.
  • Schwert, G.W., & Seguin, P.J. (1990). Heteroscedasticity in stock returns. The Journal of Finance, 4, 1129–1155.
  • Sharpe, W. F. (1964). Capital asset prices: A theory of market equilibrium under conditions of risk. Journal of Finance, 19, 425–442.
  • Simon, M., Victor, G., & Tembo, G. (2023). An empirical study of the country risk of Botswana using the beta approach. Journal of Business, 8(2), 26-43.
  • Solnik, B. (1972). An equilibrium model of the ınternational capital market. Stanford University Research Paper, 129, 1-36.
  • Tavares, J. (2009). Economic integration and the comovement of stock returns. Economics Letters, 103, 65–67.
  • Ülkü, N. & Baker, S. (2014). Country world betas: The link between the stock market beta and macroeconomic beta. Finance Research Letters, 11, 36–46.
  • Verma, R., & Soydemir, G. (2006). Modeling country risk in latin america: A country beta approach. Global Finance Journal, 17, 192–213.
  • Verma, R., & Verma P. (2016). Country risk and macroeconomic factors: Evidence from asian markets. Journal of Applied Business and Economics, 16(5), 51-62.
  • Wdowinski, P. (2004). Determinants of country beta risk in Poland. CESIFO Kongresi.
  • Wells, C. (1994). Variable betas on the Stockholm exchange 1971-1989. Applied Economics, 4, 75-92.
  • Wong, H.T. (2022). The impact of real exchange rates on real stock prices. Journal of Economics, Finance and Administrative Science, 27(54), 262-276.

THE DETERMINANTS OF COUNTRY RISK OF DEVELPED AND DEVELOPING ECONOMIES

Year 2024, Volume: 25 Issue: 4, 253 - 283, 31.12.2024
https://doi.org/10.53443/anadoluibfd.1484820

Abstract

In this study, the determinants of country risks of developed and developing economies are analyzed by revealing that country beta varies over time. For this purpose, firstly, the beta values of developed and developing economies between 2004 and 2023 were calculated with the help of the Heteroskedastic Market Model. Model calculations prove that beta values vary over time and countries. Secondly, the relationship of country beta with trade openness, financial openness, industrial production index, real effective exchange rate and inflation rate is investigated using the panel Fixed Effects OLS estimator. Estimation results show that the effect of the selected variables on country beta is significant. While the beta of the stock markets of developed economies is sensitive to changes in financial openness and industrial production index, the beta of the stock markets of developing countries is sensitive to changes in trade openness, real effective exchange rate and inflation rate.

References

  • Alcala, F., & Ciccone, A. (2004). Trade and productivity. Quarterly Journal of Economics, 119(2), 613-646.
  • Alex O. W. (1982). International trade and investments: A managerial approach. Toronto: John Wiley and Sons.
  • Bhargava, A., Franzini, L., & Narendranathan, W. (1982). Serial correlation and the fixed effects model. The Review of Economic Studies, 49(4), 533-549.
  • Black, F. (1976). Studies of stock price volatility changes. Proceedings of the 1976 Meeting of the American Statistical Association, Business and Economic Statistics Section (pp. 177–181). Washington DC: American Statistical Association.
  • Bollerslev, T. (1986). Generalized autoregressive conditional heteroscedasticitiy. Journal of Econometric., 31, 307-327.
  • Bollerslev T. (1990). Modelling the coherence in short run nominal exchange rates: A multivariate generalised ARCH model. Review of Economics and Statistics, 72, 498–505.
  • Bos, T., Fetherston, T.A., Martikainen, T., & Perttunen, J. (1995). The International co-movements of finnish stocks. European Journal of Finance, 1, 95-111.
  • Bos, T., & Fetherston, T.A. (1995). Nonstationarity of the market model, outliers, and the choice of market rate of return. ABD: JAI Press.
  • Boumparis, P., Milas, C., & Panagiotidis, T. (2017). Economic policy uncertainty and sovereign credit rating decisions: Panel quantile evidence for the eurozone. Journal of International Money and Finance, 79, 39-71.
  • Brewer, T. L., & Rivoli, P. (1990) Politics and perceived country creditworthiness in international banking. Journal of Money, Credit and Banking, 22(3), 357–369.
  • Brooks, R.D., Faff, R.W., & Anff, M. (1997). The nature and extent of beta instability in the Kuala Lumpur stock market. Capital Markets Review, 4(2), 1-14
  • Brooks, R.D., Faff, R.W., & McKenzie, M. (2002). Time varying country risk: An assessment of alternative modelling techniques. The European Journal of Finance, 8(3), 249-274.
  • Bouchet, M. H., Clark, E., & Groslambert, B. (2003). Country risk assessment—A guide to global ınvestment strategy. Chichester: Wiley.
  • Chakrabarti, A., & Zeaiter, H. (2014). The determinants of sovereign default: A sensitivity analysis. International Review of Economics and Finance, 33, 300-318.
  • Curran, M., & Velic, A. (2020). The CAPM, national stock market betas, and macroeconomic covariates: a global analysis. Open Economies Review, 31, 787-820.
  • Driscoll, J.C., & Kraay, A.C. (1998). Consistent covariance matrix estimation with spatially dependent panel data. The Review of Economics and Statistics, 80(4), 549- 560.
  • Doğan, Ö., & Kılıç, Y. (2022). BRICS-T ülke piyasalarında risk ayrıştırma. Gaziantep University Journal of Social Sciences, 21(4), 2175-2186.
  • Drobetz, W., Hollstein, F., Otto, T., & Prokopczuk, M. (2024). Estimating stock market betas via machine learning. Journal of Financial and Quantitative Analysis, 1-37.
  • Eaton, J., Gersovitz, M., & Stiglitz, J. E. (1986). The pure theory of country risk. (NBER Working Paper Series, 1894).
  • Erb, C.B, Harvey, C.R., & Viskanta, T.E. (1996). Expected returns and volatility in 135 countries. The Journal of Portfolio, 1, 46-58.
  • Fabozzi, F., & Francis, J. (1978). Beta as a random coefficient. Journal of Financial and Quantitative Analysis, 13, 101–116.
  • Faff, R W, Lee, J.H.H., & Fry, T.R.L. (1992). Time stationarity of systematic risk some australian evidence. Journal of Business Finance and Accounting, 19, 253-270.
  • Fama, E.F. (1981). Stock returns, real activity, ınflation, and money. The American Economic Review, 71(4), 545-565.
  • Ferson, W.E., & Harvey, C.R. (1993). The risk and predictability of ınternational equity returns. Review of Financial Studies, 6, 527-566.
  • Ferson, W.E., & Harvey, C.R. (1996). Sources of risk and expected returns in global equity markets. Journal of Banking and Finance, 18, 775-803.
  • French, K.R., Schwert, G.W., & Stambaugh, R.F. (1987). Expected stock returns and volatility. Journal of Financial Economics, 19, 3-29.
  • Gangami, M.A.M., Brooks, R.D., & Faff, R.W. (2000). Modeling Australia’s country risk: A country beta approach. Journal of Economics and Business, 52, 259–276.
  • Ghulam, Y., & Derber, J. (2018). Determinants of sovereign defaults. The Quarterly Review of Economics and Finance, 69, 43-55.
  • Glova, J. (2014). Country risk in the CESEE countries: A fundamental beta approach. Procedia Economics and Finance, 15, 100-107.
  • Gujarati, D. N., & Porter, D.C. (2010). Basic econometrics. Gulamhussen, M. A: McGraw-Hill.
  • Harvey, C. R. (1991). The world price of covariance risk. Journal of Finance, 46(1).
  • Harvey, C.R., & Zhou, G. (1993). International asset pricing with alternative distributional specification. Journal of Empirical Finance, 1, 107-131.
  • Hoti, S., & McAleer, M. (2004). An empirical assessment of country risk ratings and associated models. Journal of Economic Surveys, 18(4), 539-588.
  • Kahn, M.O.S. (2020). Can we compare the COVID-19 and 2008 crises? SUERF Policy Note, 164, 1-11.
  • Karolyi, G. A., & R. M. Stulz (2003). Are financial assets priced locally or globally? In G. Constantinides, handbook of the economics of finance (975-1020). Amsterdam: NorthHolland.
  • Kok, K.L. (1994). Beta forecasts of malaysian securities. Malaystan Management Review, 29, 14-21.
  • Lane, P., & Milesi-Ferretti, G. (2017). International financial integration in the aftermath of the global financial crisis. (IMF Working Paper, 115).
  • Le, H. G. (2000). Financial openness and financial integration. (Asia Pacific School of Economics and Management Working Papers).
  • Mandelbrot, B. (1963). The variation of certain speculative prices. The Journal of Business, 36(4), 394-419.
  • Marshall, A., Maulana, T., & Tang, L. (2009). The estimation and determinants of emerging market country risk and the dynamic conditional correlation GARCH model. International Review of Financial Analysis, 18(5), 250‐259.
  • Nelson, D. B. (1991). Contidional heteroskedasticity in asset returns: A new approach. Econometrica, 59(2), 347-370.
  • Özçam, M. (1997). Varlık fiyatlama modelleri aracılığıyla dinamik portföy yönetimi. Ankara: Sermaye Piyasası Kurulu Yayınları.
  • Özdemir, A.K., Yıldız, M.E., & Otluoğlu, E. (2015). Time-varying country beta approach in modelling risk of Turkey. Journal of Business, Economics & Finance, 4(4), 796-822.
  • Pentecôte, J.S., Poutineau, J. C., & Rondeau, F. (2015). Trade integration and business cycle synchronization in the EMU: The negative effect of new trade flows. Open Economies Review, 26(1), 61-79.
  • Peter, M. (2002). Estimating default probabilities of emerging market sovereigns: A new look at a not-so-new literature. (HEI Working Paper, 6).
  • Proença, C., Neves, M., Dias, J.C., & Martins, P. (2021). Determinants of sovereign debt ratings in clusters of european countries – effects of the crisis. Journal of Financial Economic Policy, 14(3), 403-427.
  • Schwert, G.W., & Seguin, P.J. (1990). Heteroscedasticity in stock returns. The Journal of Finance, 4, 1129–1155.
  • Sharpe, W. F. (1964). Capital asset prices: A theory of market equilibrium under conditions of risk. Journal of Finance, 19, 425–442.
  • Simon, M., Victor, G., & Tembo, G. (2023). An empirical study of the country risk of Botswana using the beta approach. Journal of Business, 8(2), 26-43.
  • Solnik, B. (1972). An equilibrium model of the ınternational capital market. Stanford University Research Paper, 129, 1-36.
  • Tavares, J. (2009). Economic integration and the comovement of stock returns. Economics Letters, 103, 65–67.
  • Ülkü, N. & Baker, S. (2014). Country world betas: The link between the stock market beta and macroeconomic beta. Finance Research Letters, 11, 36–46.
  • Verma, R., & Soydemir, G. (2006). Modeling country risk in latin america: A country beta approach. Global Finance Journal, 17, 192–213.
  • Verma, R., & Verma P. (2016). Country risk and macroeconomic factors: Evidence from asian markets. Journal of Applied Business and Economics, 16(5), 51-62.
  • Wdowinski, P. (2004). Determinants of country beta risk in Poland. CESIFO Kongresi.
  • Wells, C. (1994). Variable betas on the Stockholm exchange 1971-1989. Applied Economics, 4, 75-92.
  • Wong, H.T. (2022). The impact of real exchange rates on real stock prices. Journal of Economics, Finance and Administrative Science, 27(54), 262-276.
There are 57 citations in total.

Details

Primary Language Turkish
Subjects International Finance
Journal Section Research Article
Authors

Sinem Atıcı Ustalar 0000-0001-8475-2581

Publication Date December 31, 2024
Submission Date May 15, 2024
Acceptance Date October 27, 2024
Published in Issue Year 2024 Volume: 25 Issue: 4

Cite

APA Atıcı Ustalar, S. (2024). GELİŞMİŞ VE GELİŞMEKTE OLAN EKONOMİLERİN ÜLKE RİSKİNİN BELİRLEYENLERİ. Anadolu Üniversitesi İktisadi Ve İdari Bilimler Fakültesi Dergisi, 25(4), 253-283. https://doi.org/10.53443/anadoluibfd.1484820


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