The purpose of this study is to determine major indicators of the Greek crisis that started in 2009 and the effects of which can still be observed. In this regard, 8 independent variables were applied so as to fulfill the objective. Besides, the annual data between the years 1984 and 2016 was analyzed with Probit model. As a consequence of this study, it was concluded that inflation and gross savings are the leading meters of Greek crisis based on probit method. On the other hand, according to the MARS results, 3 different variables are identified as the indicators of the debt crisis in Greece. It is concluded that there is a negative relation between financial crisis with saving ratio and current account balance. Additionally, it is also identified that high unemployment ratio leads to financial crisis. While comparisng the results of these two approaches, it is concluded that MARS is much more successful than the probit method to predict the debt crisis in Greece. It is strongly recommended that saving ratio should be increased in Greece. For this purpose, governments should take some actions in order to increase this ratio more than 15.5%. Within this framework, media channels can be used by the government to tell the people about the importance of the savings to have sustainable economic development.
Aliber, R. Z., & Zoega, G. (2019). A Retrospective on the 2008 Global Financial Crisis. In The 2008 Global Financial Crisis in Retrospect (pp. 1-15). Palgrave Macmillan, Cham.
Armstrong, H. W., & Read, R. (2018). The impact of the 2008 global crisis on small economies in the Caribbean. Canadian Journal of Latin American and Caribbean Studies/Revue canadienne des études latino-américaines et caraïbes, 43(3), 394-416.
Avcı, M. A., & Altay, N. O. (2013). Finansal Krizlerin Sinyal Yaklaşımı ile Öngörülmesi: Türkiye, Arjantin, Tayland ve İngiltere İçin Bir Analiz. Pamukkale Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, 14(1), 47-58.
Bekiros, S., Hammoudeh, S., Jammazi, R., & Nguyen, D. K. (2018). Sovereign bond market dependencies and crisis transmission around the eurozone debt crisis: a dynamic copula approach. Applied Economics, 50(47), 5031-5049.
Bell, S., & Hindmoor, A. (2018). Are the major global banks now safer? Structural continuities and change in banking and finance since the 2008 crisis. Review of International Political Economy, 25(1), 1-27.
Borio, Claudio E. V. and Disyatat, Piti, Global Imbalances and the Financial Crisis: Link or No Link? (May 1, 2011). BIS Working Paper No. 346. Available at SSRN: https://ssrn.com/abstract=1859410 or http://dx.doi.org/10.2139/ssrn.1859410
Broome, S., & Morley, B. (2004). Stock prices as a leading indicator of the East Asian financial crisis. Journal of Asian Economics, 15(1), 189-197.
Brumm, J., Georgiadis, G., Gräb, J., & Trottner, F. (2019). Global value chain participation and current account imbalances. Journal of International Money and Finance.
Bucevska, V. (2015). Currency crises in EU candidate countries: An early warning system approach. Panoeconomicus, 62(4), 493.
Bustelo, P., García, C., & Aldasoro, I. O. (2000). Crisis financieras en economías emergentes: enseñanzas de Asia oriental. Agencia Española de Cooperación Internacional.
Caggiano, G., Castelnuovo, E., & Figueres, J. M. (2017). Economic policy uncertainty and unemployment in the United States: A nonlinear approach. Economics Letters, 151, 31-34.
Carmassi, J., Gros, D., & Micossi, S. (2009). The global financial crisis: Causes and cures. JCMS: Journal of Common Market Studies, 47(5), 977-996.
Catullo, E., Gallegati, M., & Palestrini, A. (2015). Towards a credit network based early warning indicator for crises. Journal of Economic Dynamics and Control, 50, 78-97.
CEBECİ, İpek, “Krizleri İncelemede Kullanılan Nitel Tercih Modelleri: Türkiye İçin Bir Probit Model Uygulaması (1988-2009)”, İstanbul Üniversitesi İktisat Fakültesi Mecmuası, 2012, s. 127-146.
Cherp, A., Jewell, J., Vinichenko, V., Bauer, N., & De Cian, E. (2016). Global energy security under different climate policies, GDP growth rates and fossil resource availabilities. Climatic Change, 136(1), 83-94.
Constantinides, G. M., & Ghosh, A. (2017). Asset pricing with countercyclical household consumption risk. The Journal of Finance, 72(1), 415-460.
Corsetti, G., Pesenti, P., & Roubini, N. (1999). What caused the Asian currency and financial crisis?. Japan and the world economy, 11(3), 305-373.
Daniel, V., & Peters, R. (2018). Greece and the media–A qualitative assessment of the media impact on credit conditions in the Greek debt crisis. Journal of Sociocybernetics, 16, 70.
DesJardine, M., Bansal, P., & Yang, Y. (2019). Bouncing back: Building resilience through social and environmental practices in the context of the 2008 global financial crisis. Journal of Management, 45(4), 1434-1460.
Di Maggio, M., Kermani, A., Keys, B. J., Piskorski, T., Ramcharan, R., Seru, A., & Yao, V. (2017). Interest rate pass-through: Mortgage rates, household consumption, and voluntary deleveraging. American Economic Review, 107(11), 3550-88.
Dincer, H. (2015). Profit-based stock selection approach in banking sector using Fuzzy AHP and MOORA method. Global Business and Economics Research Journal, 4(2), 1-26.
Dincer, H., & Hacioglu, U. (2015). A comparative performance evaluation on bipolar risks in emerging capital markets using fuzzy AHP-TOPSIS and VIKOR approaches. Engineering Economics, 26(2), 118-129.
Dincer, H., & Hacioglu, U. (2017). Investigating the Economic Vulnerability Factors of Emerging Markets After the Global Financial Crisis of 2008 With a Hybrid Multi-Criteria Decision-Making Approach. In Handbook of Research on Economic, Financial, and Industrial Impacts on Infrastructure Development(pp. 313-333). IGI Global.
Dincer, H., Hacioglu, U., Tatoglu, E., & Delen, D. (2016). A fuzzy-hybrid analytic model to assess investors' perceptions for industry selection. Decision Support Systems, 86, 24-34.
Dincer, H., Uzunkaya, S. S., & Yüksel, S. (2019e). An IT2-Based Hybrid Decision-Making Model Using Hesitant Fuzzy Linguistic Term Sets for Selecting the Development Plan of Financial Economics. International Journal of Computational Intelligence Systems, 12(2), 460-473.
Dinçer, H., & Yüksel, S. (2018). Financial sector-based analysis of the G20 economies using the integrated decision-making approach with DEMATEL and TOPSIS. In Emerging trends in banking and finance (pp. 210-223). Springer, Cham.
Dinçer, H., Hacıoğlu, Ü., & Beyaztaş, F. (2015). Financial Problems of the Small-and Medium-Sized Enterprises and Solution Suggestions. In Handbook of Research on Developing Sustainable Value in Economics, Finance, and Marketing (pp. 355-372). IGI Global.
Dinçer, H., Hacıoğlu, Ü., & Yüksel, S. (2016). The Impacts of Financial Variables on Employment Planning in Turkish Banking Sector. International Journal of Sustainable Entrepreneurship and Corporate Social Responsibility (IJSECSR), 1(2), 1-20.
Dinçer, H., Hacıoğlu, Ü., & Yüksel, S. (2017). A Strategic Approach to Global Financial Crisis in Banking Sector: A Critical Appraisal of Banking Strategies Using Fuzzy ANP and Fuzzy Topsis Methods. International Journal of Sustainable Economies Management (IJSEM), 6(1), 1-21.
Dinçer, H., Hacıoğlu, Ü., & Yüksel, S. (2018a). Determining Influencing Factors of Currency Exchange Rate for Decision Making in Global Economy Using MARS Method. In Geopolitics and Strategic Management in the Global Economy (pp. 261-273). IGI Global.
Dinçer, H., Hacıoğlu, Ü., & Yüksel, S. (2018b). Evaluating the Effects of Economic Imbalances on Gold Price in Turkey With MARS Method and Discussions on Microfinance. In Microfinance and Its Impact on Entrepreneurial Development, Sustainability, and Inclusive Growth (pp. 115-137). IGI Global.
Dinçer, H., Hacıoğlu, Ü., & Yüksel, S. (2018d). Conflict Risk and Defense Expenses and Their Impact on the Economic Growth. In Handbook of Research on Military Expenditure on Economic and Political Resources (pp. 1-23). IGI Global.
Dinçer, H., Yüksel, S., & Adalı, Z. (2019a). Economic Effects in Islamic Stock Development of the European Countries: Policy Recommendations for Ethical Behaviors. In Handbook of Research on Managerial Thinking in Global Business Economics(pp. 58-78). IGI Global.
Dinçer, H., Yüksel, S., & Adalı, Z. (2019d). Determining the Effects of Monetary Policies on Capital Markets of the Emerging Economies: An Evidence from E7 Countries. The Impacts of Monetary Policy in the 21st Century: Perspectives from Emerging Economies, Emerald Publishing Limited, 3-16.
Dinçer, H., Yüksel, S., & Canbolat, Z. N. (2019c). A Strategic Approach to Reduce Energy Imports of E7 Countries: Use of Renewable Energy. In Handbook of Research on Economic and Political Implications of Green Trading and Energy Use (pp. 18-38). IGI Global.
Dinçer, H., Yüksel, S., & Kartal, M. T. (2019). The Role of Bank Interest Rate in the Competitive Emerging Markets to Provide Financial and Economic Stability. Ekonomi, İşletme ve Maliye Araştırmaları Dergisi, 1(2).
Dinçer, H., Yüksel, S., & Kartal, M. T. (2019b). The Role of Bank Interest Rate in the Competitive Emerging Markets to Provide Financial and Economic Stability. Ekonomi, İşletme ve Maliye Araştırmaları Dergisi, 1(2).
Dinçer, H., Yüksel, S., & Şenel, S. (2018c). Analyzing the global risks for the financial crisis after the great depression using comparative hybrid hesitant fuzzy decision-making models: policy recommendations for sustainable economic growth. Sustainability, 10(9), 3126.
Dinçer, H., Yüksel, S., Eti, S., & Tula, A. (2019f). Effects of Demographic Characteristics on Business Success: An Evidence From Turkish Banking Sector. In Handbook of Research on Business Models in Modern Competitive Scenarios(pp. 304-324). IGI Global.
Edison, H. J. (2003). Do indicators of financial crises work? An evaluation of an early warning system. International Journal of Finance & Economics, 8(1), 11-53.
Ergeç, E. H., & Ersin, İ. (2019). The Relationships between Public Expenditure and Sectorial Employment in Turkey. BİLTÜRK Ekonomi ve İlişkili Çalışmalar Dergisi, 1(2), 150-168.
Ersin, İ. (2018). İhracata Dayalı Büyüme Hipotezinin Test Edilmesi: MINT Ülkeleri Örneği. Ekonomi İşletme ve Maliye Araştırmaları Dergisi, 1(1), 26-38.
Ersin, İ., & Baş, H. (2019). Güney Avrupa Refah Ülkelerinde Sosyal Harcamalar ve Ekonomik Büyüme Arasındaki İlişkinin İncelenmesi. SGD-Sosyal Güvenlik Dergisi, 9(1), 193-213.
Ersin, İ., & Eti, S. (2017). Measuring the Waste-Conscious and Saving Habits of the Youth in Turkey: The Sample of Istanbul Medipol University. Uluslararası İslam Ekonomisi ve Finansı Araştırmaları Dergisi, 3(3), 41-49.
Eti, S. (2019). The Use of Quantitative Methods in Investment Decisions: A Literature Review. In Handbook of Research on Global Issues in Financial Communication and Investment Decision Making (pp. 256-275). IGI Global.
Fayaz, M., & Kaur, S. B. (2016). Trends, patterns and determinants of Indian current account deficit. Applied Econometrics and International Development, 16(1), 167-186.
Feldstein, M. (2017). Underestimating the real growth of GDP, personal income, and productivity. Journal of Economic Perspectives, 31(2), 145-64.
Felix, D., & Caskey, J. (2019). The road to default: an assessment of debt crisis management in Latin America. Debt and Transfiguration: Prospects for Latin America's Economic Revival: Prospects for Latin America's Economic Revival.
Ferrero, A. (2015). House price booms, current account deficits, and low interest rates. Journal of Money, Credit and Banking, 47(S1), 261-293.
Filippini, M., Greene, W. H., Kumar, N., & Martinez-Cruz, A. L. (2018). A note on the different interpretation of the correlation parameters in the Bivariate Probit and the Recursive Bivariate Probit. Economics Letters, 167, 104-107.
Fîrţescu, B. (2012). Causes and effects of crises on financial system stability in emerging countries. Procedia Economics and Finance, 3, 489-495.
Fong, J. H., & Leibrecht, M. (2019). Determinants of second pillar pension reforms: economic crisis and globalization. Journal of Pension Economics & Finance, 1-17.
Frankel, J. (1996). Currency Crashes in Emerging Markets: Empirical Indicators, (No. w5437), National Bureau of Economic Research.
Friedman, J. H. (1991). Multivariate adaptive regression splines. The annals of statistics, 19(1), 1-67.
Glick, R., & Hutchison, M. M. (2000). Banking and currency crises: how common are the twins?.
Gogstad, M., Kutan, A. M., & Muradoglu, Y. G. (2018). Do international institutions affect financial markets?: evidence from the Greek Sovereign Debt Crisis. The European Journal of Finance, 24(7-8), 584-605.
Gokten, S., & Karatepe, S. (2016). Electricity consumption and economic growth: A causality analysis for Turkey in the frame of import-based energy consumption and current account deficit. Energy Sources, Part B: Economics, Planning, and Policy, 11(4), 385-389.
González, S., Oosterlynck, S., Ribera-Fumaz, R., & Rossi, U. (2018). Locating the global financial crisis: Variegated neoliberalization in four European cities. Territory, Politics, Governance, 6(4), 468-488.
Gruber, J. W., & Kamin, S. B. (2015). The corporate saving glut in the aftermath of the global financial crisis. FRB International Finance Discussion Paper, (1150).
Hacıoğlu, Ü., & Dinçer, H. (2013). Evaluation of conflict hazard and financial risk in the E7 economies’ capital markets. Zbornik radova Ekonomskog fakulteta u Rijeci, časopis za ekonomsku teoriju i praksu-Proceedings of Rijeka Faculty of Economics, Journal of Economics and Business, 31(1), 79-102.
Hall, R. E. (2017). High discounts and high unemployment. American Economic Review, 107(2), 305-30.
Hana, A. H., & AL-GHANI, Y. H. A. (2016). Towards Building an Early Warning Model to Predict the Financial Crises of Jordanian Islamic Banks. Journal of Management Research, 8(2), 48-65.
Helleiner, E., Pagliari, S., & Spagna, I. (Eds.). (2018). Governing the world's biggest market: The politics of derivatives regulation after the 2008 crisis. Oxford University Press.
IMF (International Monetary Fund) (2010), Country Report, Greece: Staff Report on Request for Stand-By Agreement, No:10/110.
Ivanova, D., Stadler, K., Steen‐Olsen, K., Wood, R., Vita, G., Tukker, A., & Hertwich, E. G. (2016). Environmental impact assessment of household consumption. Journal of Industrial Ecology, 20(3), 526-536.
Jha, C. K. (2019). Financial reforms and corruption: Evidence using GMM estimation. International Review of Economics & Finance, 62, 66-78.
Kalkavan, H., & Ersin, I. (2019). Determination of Factors Affecting the South East Asian Crisis of 1997 Probit-Logit Panel Regression: The South East Asian Crisis. In Handbook of Research on Global Issues in Financial Communication and Investment Decision Making (pp. 148-167). IGI Global.
Karmakar, Y. (2014). Early Warning Signal System for Economic Crisis: A Threshold and Indicators Approach. Pacific Business Review International, 6(8), 60-70.
Kaufman, R. (2017). Why the US unemployment rate is so high. In Unemployment and Inflation (pp. 155-169). Routledge.
KAUR, Inderjit, “Early Warning System of Currency Crisis: Insights from Global Financial Crisis 2008”, IUP Journal of Applied Economics, 2015, 14(1), s. 69-83.
Kruger, M. ; Osakwe, P. N. and Page, J. (1998), "Fundamentals, Contagion and Currency Crises:An Empirical Analysis", Bank of Canada Working Papers, No:10, s.1-36,
Kumar, S., & Jia, P. (2019). Financial crisis and persistence: evidence from sticky expectations consumption growth model. Applied Economics, 51(17), 1799-1807.
Lacombe, D. J., & LeSage, J. P. (2018). Use and interpretation of spatial autoregressive probit models. The Annals of Regional Science, 60(1), 1-24.
Lane, P. R., & Milesi-Ferretti, G. M. (2018). The external wealth of nations revisited: international financial integration in the aftermath of the global financial crisis. IMF Economic Review, 66(1), 189-222.
Lauridsen, L. S. (2004). Foreign direct investment, linkage formation and supplier development in Thailand during the 1990s: The role of state governance. The European Journal of Development Research, 16(3), 561-586.
Leimbach, M., Kriegler, E., Roming, N., & Schwanitz, J. (2017). Future growth patterns of world regions–A GDP scenario approach. Global Environmental Change, 42, 215-225.
Lin, T. H. (2009) A cross model study of corporate financial distress prediction in Taiwan: Multiple discriminant analysis, logit, probit and neural networks models. Neurocomputing, 72(16), 3507-3516.
Meyer, M. J., Morris, J. S., Gazes, R. P., Hampton, R. R., & Coull, B. A. (2019). Ordinal Probit Functional Regression Models with Application to Computer-Use Behavior in Rhesus Monkeys. arXiv preprint arXiv:1901.07976.
Mimikou, M. A., & Baltas, E. A. (2013). Assessment of climate change impacts in Greece: a general overview. American Journal of Climate Change, 2(01), 46.
Naqvi, N. (2018). Finance and industrial policy in unsuccessful developmental states: The case of Pakistan. Development and Change, 49(4), 1064-1092.
Naveed, S., & Mahmood, Z. (2019). Impact of domestic financial liberalization on economic growth in Pakistan. Journal of Economic Policy Reform, 22(1), 16-34.
Neaime, S., Gaysset, I., & Badra, N. (2018). The eurozone debt crisis: A structural VAR approach. Research in International Business and Finance, 43, 22-33.
Nonejad, N. (2019). Has the 2008 financial crisis and its aftermath changed the impact of inflation on inflation uncertainty in member states of the european monetary union?. Scottish Journal of Political Economy, 66(2), 246-276.
Ocampo, J. A. (2018). International asymmetries and the design of the International Financial System 1. In Critical Issues in International Financial Reform (pp. 45-74). Routledge.
Offe, C. (2018). Narratives of Responsibility: German Politics in the Greek Debt Crisis. Europe's Crises, 269.
Oktar, S., & Yüksel, S. (2015). Bankacilik Krizlerinin Erken Uyari Sinyalleri: Türkiye Üzerine Bir Uygulama. İstanbul Ticaret Üniversitesi Sosyal Bilimler Dergisi, 14(28), 37.
Oktar, S., & Yüksel, S. (2016). Bankalarin Türev Ürün Kullanimini Etkileyen Faktörler: Mars Yöntemi ile Bir Inceleme/Determinants of the Use Derivatives in Banking: An Analysis with MARS Model. Finans Politik & Ekonomik Yorumlar, 53(620), 31.
Oltheten, E., Pinteris, G. ve Sougiannis, T. (2003), “Greece in the European Union: Policy Lessons from Two Decades of Membership”, The Quarterly Review of Economics and Finance, 43, 774-806.
Ozturk, S., & Sozdemir, A. (2015). Effects of Global Financial Crisis on Greece Economy. Procedia Economics and Finance, 23, 568-575.
Özbay, R. D., Dinçer, H., & Hacioglu, Ü. (2011). Internet based innovation strategy for the banks in the era of 2008 global financial crisis. International Journal of Business and Social Science, 2(22).
Rathbun, B. C., Powers, K. E., & Anders, T. (2019). Moral Hazard: German Public Opinion on the Greek Debt Crisis. Political Psychology, 40(3), 523-541.
Reinhart, C., & Rogoff, K. (2010). From Financial Crash to Debt Crisis. Cambridge: The National Bureau of Economic Research
Rodionov, D. G., Pshenichnikov, V. V., & Zherebov, E. D. (2015). Currency crisis in Russia on the spun of 2014 and 2015: causes and consequences. Procedia-Social and Behavioral Sciences, 207, 850-857.
Ruščáková, A., & Semančíková, J. (2016). The European debt crisis: a brief discussion of its causes and possible solutions. Procedia-Social and Behavioral Sciences, 220, 399-406.
Selvarajan, S. K., Ab-Rahim, R., & Awg-Marikan, D. A. (2018). Does financial liberalization foster economic growth? Empirical evidence from ASEAN-6 countries. development, 23, 24.
Steinkamp, S., & Westermann, F. (2018). Systemic crisis and growth revisited: Has the global financial crisis marked a new era?. Economics Letters, 170, 50-54.
Sztojanov, E., & Stamatescu, G. (2015). Adaptive Neuro-Fuzzy Model Tuning For Early-Warning of Financial Crises. Journal of Applied Quantitative Methods, 10(2), 53-63.
Sztojanov, Erika and Grigore STAMATESCU, “Early-Warning of Financial Crises Based on Fuzzy Logic”, In Soft Computing Applications, Springer International Publishing, 2016, s. 1109-1118.
Szyszko, M., Rutkowska, A., & Kliber, A. (2019). Inflation expectations after financial crisis: are consumers more forward-looking?. Economic Research-Ekonomska Istraživanja, 1-21.
Tarawneh, A. (2004). Developing an Early Warning System for Predicting Economic Crises in Jordan, Master. Degree, University of Jordan, Amman, Jordan.
Trebesch, C., & Zettelmeyer, J. (2018). ECB interventions in distressed sovereign debt markets: The case of Greek bonds. IMF Economic Review, 66(2), 287-332.
Tunay, K. B. (2001). Türkiye’de paranın gelir dolaşım hızlarının MARS yöntemiyle tahmini. ODTÜ Gelişme Dergisi, 28(3-4), 431-454.
Tunay, K. B. (2010). Bankacılık Krizleri ve Erken Uyarı Sistemleri: Türk Bankacılık Sektörü İçin Bir Model Önerisi. Journal of BRSA Banking & Financial Markets, 4(1).
Tunay, K. B. (2011). Türkiye'de Durgunluklarin MARS Yöntemi ile Tahmini ve Kestirimi. Marmara Üniversitesi İktisadi ve İdari Bilimler Dergisi, 30(1), 71-91.
Uzunkaya, S. Ş., Dinçer, H., & Yüksel, S. (2018). A Historical Analysis of The Economic Development of The USA (1947-2017). MANAS Sosyal Araştırmalar Dergisi, 8(1), 209-222.
Ülgen, F. (2019). Stabilizing Endogenous Instability: Proposals for An Institutionalist Reform of Financial Regulation. Journal of Economic Issues, 53(2), 488-495.
Wade, R., & Veneroso, F. (1998). The Asian crisis: the high debt model versus the Wall Street-Treasury-IMF complex. New Left Review, (228), 3.
Wan, J. (2015). Household savings and housing prices in china. The World Economy, 38(1), 172-192.
Yuksel, S., & Zengin, S. (2017). Influencing factors of net interest margin in Turkish banking sector. International Journal of Economics and Financial Issues, 7(1).
Yüksel, S. (2016a). Türkiye’de Cari İşlemler Açığının Belirleyicileri: Mars Yöntemi ile Bir İnceleme. Bankacılar Dergisi, 96(27), 102-121.
Yüksel, S. (2016b). Bankaların Takipteki Krediler Oranını Belirleyen Faktörler: Türkiye İçin Bir Model Önerisi. Bankacılar Dergisi, 98, 41-56.
Yüksel, S. (2017). Determinants of the credit risk in developing countries after economic crisis: A case of Turkish banking sector. In Global financial crisis and its ramifications on capital markets(pp. 401-415). Springer, Cham.
Yüksel, S., & Zengin, S. (2016). Leading indicators of 2008 global crisis: An analysis with logit and mars methods.
Yüksel, S., Mukhtarov, S., Mahmudlu, C., Mikayilov, J., & Iskandarov, A. (2018). Measuring International Migration in Azerbaijan. Sustainability, 10(1), 132.
Zhang, D., & Broadstock, D. C. (2018). Global financial crisis and rising connectedness in the international commodity markets. International Review of Financial Analysis.
Zoega, G. (2019). Greece and the Western Financial Crisis. Atlantic Economic Journal, 1-14.
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