{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,6]],"date-time":"2025-12-06T04:47:12Z","timestamp":1764996432184,"version":"3.37.3"},"reference-count":40,"publisher":"Editura Universitatii Alexandru Ioan Cuza din Iasi","issue":"4","license":[{"start":{"date-parts":[[2022,12,19]],"date-time":"2022-12-19T00:00:00Z","timestamp":1671408000000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Sci. Ann. Econ. Bus."],"abstract":"<jats:p>The magnitude of the subprime crisis effects caused recessions in several economies, giving rise to the global financial crisis. The scale of this major shock and the different recovery profiles of European economies motivated this paper. The main objective is to look for evidence of contagion between the North American financial market (S&amp;P500) and the financial markets of Portugal (PSI20), Spain (IBEX35), Greece (ATHEX) and Italy (FTSEMIB), in the South of Europe, and the financial markets of Sweden (OMXS30), Denmark (OMX2C0), Finland (OMXH25) and Norway (OsloOBX), in the North of Europe. Considering the period from January 1, 2003 to December 31, 2013, the ARMA-GARCH models were estimated to remove the autoregressive and conditional heteroscedastic effects from the time series of the daily returns. Then, the copula models were used to estimate the dependence relationships between the European stock indexes and the North American stock index, from the pre-crisis subperiod to the crisis subperiod. The results indicate financial contagion of the subprime crisis for all analyzed European countries. The North European markets intensified the relations of financial integration (both in negative and positive shocks) with the North American market, apart from the Danish against the Portuguese. In addition to the contribution made by the joint application of the ARMA-GARCH models, the findings are useful to identify channels of financial contagion between markets and to warn about the effects of possible new crisis, which will require different levels of adaptation by the companies\u2019 financial managers and intervention by the authorities.<\/jats:p>","DOI":"10.47743\/saeb-2022-0031","type":"journal-article","created":{"date-parts":[[2022,12,22]],"date-time":"2022-12-22T10:43:03Z","timestamp":1671705783000},"page":"501-520","source":"Crossref","is-referenced-by-count":5,"title":["Financial Contagion from the Subprime Crisis: A Copula Approach"],"prefix":"10.47743","volume":"69","author":[{"given":"Rita I.L.","family":"Mendes","sequence":"first","affiliation":[]},{"given":"Lu\u00eds","family":"Gomes","sequence":"additional","affiliation":[]},{"given":"Patr\u00edcia","family":"Ramos","sequence":"additional","affiliation":[]}],"member":"27629","published-online":{"date-parts":[[2022,12,19]]},"reference":[{"key":"30062","unstructured":"Acharya, V. V., Drechsler, I., & Schnabl, P. (2012). A tale of two overhangs: The nexus of financial sector and sovereign credit risks. Financial Stability Review, 16, 51-56."},{"key":"30063","doi-asserted-by":"crossref","unstructured":"Acharya, V. V., & Merrouche, O. (2013). Precautionary hoarding of liquidity and interbank markets: Evidence from the subprime crisis. Review of Finance, 17(1), 107-160. http:\/\/dx.doi.org\/10.1093\/rof\/rfs022","DOI":"10.1093\/rof\/rfs022"},{"key":"30064","unstructured":"Ayadi, S., & Said, H. B. (2020). The financial contagion effect of the subprime crisis on selected developed markets. Annals of Spiru Haret University. Economic Series, 20(4), 65-100."},{"key":"30065","doi-asserted-by":"crossref","unstructured":"Berglund, T., & M\u00e4kinen, M. (2019). Do banks learn from financial crisis? The experience of Nordic banks. Research in International Business and Finance, 47, 428-440. http:\/\/dx.doi.org\/10.1016\/j.ribaf.2018.09.004","DOI":"10.1016\/j.ribaf.2018.09.004"},{"key":"30066","doi-asserted-by":"crossref","unstructured":"Bollerslev, T. (1986). Generalized autoregressive conditional heteroskedasticity. Journal of Econometrics, 31(3), 307-327. http:\/\/dx.doi.org\/10.1016\/0304-4076(86)90063-1","DOI":"10.1016\/0304-4076(86)90063-1"},{"key":"30067","doi-asserted-by":"crossref","unstructured":"Boubaker, A., & Salma, J. (2011). Detecting financial markets contagion using copula functions. International Journal of Management Science and Engineering Management, 6(6), 443-449. http:\/\/dx.doi.org\/10.1080\/17509653.2011.10671194","DOI":"10.1080\/17509653.2011.10671194"},{"key":"30068","doi-asserted-by":"crossref","unstructured":"Brunnermeier, M. K. (2009). Deciphering the liquidity and credit crunch 2007-2008. The Journal of Economic Perspectives, 23(1), 77-100. http:\/\/dx.doi.org\/10.1257\/jep.23.1.77","DOI":"10.1257\/jep.23.1.77"},{"key":"30069","doi-asserted-by":"crossref","unstructured":"Caporale, G. M., Cipollini, A., & Spagnolo, N. (2005). Testing for contagion: A conditional correlation analysis. Journal of Empirical Finance, 12(3), 476-489. http:\/\/dx.doi.org\/10.1016\/j.jempfin.2004.02.005","DOI":"10.1016\/j.jempfin.2004.02.005"},{"key":"30070","doi-asserted-by":"crossref","unstructured":"Claessens, S., Dell\u2019Ariccia, G., Igan, D., & Laeven, L. (2010). Cross-country experiences and policy implications from the global financial crisis. Economic Policy, 25(62), 267-293. http:\/\/dx.doi.org\/10.1111\/j.1468-0327.2010.00244.x","DOI":"10.1111\/j.1468-0327.2010.00244.x"},{"key":"30071","unstructured":"Const\u00e2ncio, V. (2012). Contagion and the European debt crisis. Financial Stability Review, 16, 109-121."},{"key":"30072","doi-asserted-by":"crossref","unstructured":"Costinot, A., Roncalli, T., & Teiletche, J. (2000). Revisiting the dependence between financial markets with copulas. SSRN Electronic Journal. Retrieved from https:\/\/papers.ssrn.com\/sol3\/papers.cfm?abstract_id=1032535 http:\/\/dx.doi.org\/10.2139\/ssrn.1032535","DOI":"10.2139\/ssrn.1032535"},{"key":"30073","doi-asserted-by":"crossref","unstructured":"Coval, J., Jurek, J., & Stafford, E. (2009). The economics of structured finance. The Journal of Economic Perspectives, 23(1), 3-25. http:\/\/dx.doi.org\/10.1257\/jep.23.1.3","DOI":"10.1257\/jep.23.1.3"},{"key":"30074","doi-asserted-by":"crossref","unstructured":"Czado, C. (2019). 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