[1] Arpa, M., Giulini, I., Ittner, A., & Pauer, F. (2001). The influence of macroeconomic developments on Austrian banks: implications for banking supervision. BIS Papers, 1, 91-116.

[2] Bar, R., Seiford, L,. & Siems, T. (1994). Forecasting banking failure: A non-parametric frontier estimation approach. Researches Economiques de Lovain, 60, 417-429.

[3] Berger, A., & DeYoung, R. (1997). Problem loans and cost efficiency in commercial banks. Journal of Banking & Finance, 21, 849-870.

[4] Bikker, J.A., & Metzemakers P.A.J. (2005). Bank provisioning behavior and procyclicality. Journal of International Financial Markets, Institutions & Money, 15, 141-157.

[5] Blejer, M., Feldman, E., & Feltenstine, A. (2002) Exogenous shocks, contagion, and bank soundness: a macroeconomic framework. Journal of International Money and Finance, 21, 33-52.

[6] de Lis, F.S., Martinez Paages, J., & Saurina, J., (2001). Credit growth, problem loans and credit risk provisioning in Spain. BIS Papers, 1, 331-353.

[7] Demirgüç-Kunt, A., & Detragiache E. (1998). The determinants of banking crises in developing and developed countries. IMF Staff Papers, 45 (1), 81-109.

[8] Dickey, D., & Fuller, W. (1979). Distribution of the estimators for autoregressive time series with a unit root. Journal of the American Statistical Association, 74, 427-431.

[9] Dickey, D., & Fuller, W. (1981). Likelihood ratio statistics for autoregressive time series with a unit root. Econometrica, 49, 1057-1071.

[10] Espinoza, R., & Prasad, A. (2010). Non-performing loans in the GCC Banking system and their macroeconomic effects. IMF Working Paper WP/10/224.

[11] Fofack, H. (2005). Non-performing loans in Sub-Saharan Africa: Causal analysis and Macroeconomic Implications. World Bank Policy Research Working Paper, No. 3769.

[12] Gavin, M., & Hausmann, R. (1996) The roots of banking crises: The macroeconomic context. IADB Working Paper, No. 315.

[13] Granger, C.W.J. (1969). Investigating causal relations by econometric methods and cross-spectral methods. Econometrica, 34, 541-51.

[14] Greenidge, K., & Grosvenor, T. (2010). Forecasting non-performing loans in Barbados. Journal of Business, Finance and Economics in Emerging Economies, 5, 80-107.

[15] Greenawalt, M.B., & Sinkey Jr, J.F. (1988). Bank loan-loss provisions and the income-smoothing hypotheses: an empirical analysis. Journal of Financial Services Research, 1, 301 — 318.

[16] Greenawalt, M.B., & Sinkey Jr, J.F. (1991). Loan-loss experience and risk-taking behavior at large commercial banks. Journal of Financial Services Research, 5, 43-59.

[17] Hadri, K. (2000). Testing for stationarity in heterogeneous panel data, Econometrics Journal, 3(2), 148-161. [18] Hou, Y. (2007.) The non-performing loans: Some bank-level evidence. Paper presented at the 4th International Conference on Applied Financial Economics, Samos Island, Greece, 2007.

[19] Hu, J., Li, H., & Chiu, H. (2007). Ownership and non-performing loans: Evidence from Taiwan banks. The Developing Economies, 42, 405-420.

[20] Im, K., Pesaran, M., & Shin, Y. (2003) Testing for unit roots in heterogeneous panels. Journal of Econometrics, 115, 53-74.

[21] Jackman, M., & Greenidge, K. (2010). Modelling and forecasting tourist flows to Barbados using structural time series models. Tourism and Hospitality Research, 10, 1-13.

[22] Jimenez, G., & Saurina, J. (2005). Credit cycles, credit risk and prudential regulation. Bank of Espana Working Paper.

[23] Keeton, W. (1999). Does faster loan growth lead to higher loan losses? Federal Reserve Bank of Kansas City Economic Review, 57-75.

[24] Keeton, W.. & Morris, C. (1987). Why do banks' loan losses differ? Federal Reserve Bank of Kansas City Economic Review, 3-21.

[25] Kent, C., & D'Archy, P. (2000). Cyclical prudence-credit cycles in Australia. Bank for International Settlements Working Paper No. 1.

[26] Khemraj, T., & Pasha, S. (2009). The determinants of non-performing loans: An econometric case study of Guyana. Paper presented at the Caribbean Centre for Banking and Finance Bi-annual Conference on Banking and Finance, St. Augustine, Trinidad.

[27] Koop, G., Pesaran, M.H., & Potter, S.M. (1996). Impulse response analysis in nonlinear multivariate models. Journal of Econometrics 74, 119—147.

[28] Kwiatkowski, D., Phillips, P., Schmidt, P., & Shin, Y. (1992). Testing the null hypothesis of stationarity against the alternative of a unit root: How sure are we that economic time series have a unit root? Journal of Econometrics, 54, 159-178.

[29] Laeven, L., & Majnoni, G. (2001). Loan loss provisioning and economic slowdowns: too much, too late? Journal of Financial Intermediation, 12, 178-197.

[30] Levin, A., Lin, C., & Chu, J. (2002) Unit root rests in panel data: asymptotic and finite-sample properties. Journal of Econometrics, 108, 1-24.

[31] Louzis, D., Vouldis, A., & Metaxas, V. (2010) Macroeconomic and bank specific determinants of nonperforming loans in Greece: A comparative study of mortgage, business and consumer loan portfolios. Bank of Greece Working Paper, No 118.

[32] Peasaran, H., & Shin, Y. (1998). Generalised impulse response analysis in linear multivariate models. Economics Letters, 58(1), 17-29.

[33] Phillips, P., & Perron, P. (1988). Testing for a unit root in time series regression. Biometrika, 75, 335-346.

[34] Podpiera, J., & Weill, L. (2008). Bad luck or bad management? Emerging Banking Market Experience. Journal of Financial Stability, 4, 135-148.

[35] Quagliarello, M. (2007) Banks' riskiness over the business cycle: A panel analysis on Italian intermediaries. Applied Financial Economics, 17, 119-138.

[36] Rajan, R., & Dhal S. (2003). Non-performing loans and terms of credit of public sector banks in India: An empirical assessment. Bank of India Occasional Papers, 24(3), 81-121.

[37] Rossi, S., Schwaiger, M., & Winklerm G. (2009). How loan portfolio diversification affects risk, efficiency and capitalization: A managerial behavior model for Austrian banks. Journal of Banking & Finance, 33, 2218-2226.

[38] Salas, V., & Saurina, J. (2002). Credit risk in two institutional regimes: Spanish commercial and savings banks. Journal of Financial Services Research, 22, 203-224.

[39] Worrell, D., Belgrave, A., Grosvenor, T., & Lescott, A. (2011). An analysis of the Tourism Sector in Barbados. Central Bank of Barbados Economic Review March 2011, XXVII, 49-8.