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2021 | OriginalPaper | Chapter

Economic Crisis Predictors Revisited in Preparation for the COVID-19 Aftermath

Authors : Demosthenes Georgopoulos, Theodore Papadogonas, George Sfakianakis

Published in: Advances in Longitudinal Data Methods in Applied Economic Research

Publisher: Springer International Publishing

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Abstract

In this chapter we aim at revisiting the Economic crisis predictors empirical literature by focusing on unemployment, adding new predictors, and using novel analytical tools. More specifically, we use insights from the latest (2008–2014) crisis in order to draw conclusions and, possibly, policy implications about the imminent COVID-19 crisis. Using Panel Data for EU-28 countries, we complement the list of “traditional” predictors (such as Public Debt, GDP per capita, and Competitiveness) by adding an Inequality/Poverty index along with an Index to represent how heavily regulated Product and Labor Markets are in various countries (i.e., a proxy for the cumulative impact of implemented structural reforms). At the same time, we place emphasis on taking into account the countercyclical economic policy mix most countries (and Central Banks) opted to implement during the years of the crisis. Inequality/poverty stands out as the most important predictor thus validating previous findings. Relevant policy implications are drawn regarding a potential policy agenda to alleviate the impact of the new crisis currently unfolding.

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Footnotes
1
Among others, as an indicator of real economic activity.
 
2
We do not hesitate to acknowledge that such a prediction cannot act as documented causality, and, thus, it might (although we support the opposite) work the other way, i.e., as a kind of spurious causality. In this case, the manipulation of the “predictive” variables could be futile (best case scenario) or even unproductive. However, we should note that this is not our best guess since the choice of predictive variables is strongly supported by established theory further elaborated upon during the crisis years. Furthermore, we also purport that the reverse causality is a rather scarce outcome in social sciences, where the usual scientific methods of natural sciences are not easy to replicate and, also, where even facts and their causal relationships are sometimes vague and controversial coming from multiple directions, convergences, interconnections, and cross fertilizations. In this case, if we are ready to accept the above observations as more or less valid, we could tolerate our “not so exact” endeavor in this hard terrain of “retrospective prognostics” as we referred to it earlier.
 
3
The share of persons with an equivalised disposable income below the risk-of-poverty threshold, which is set at 60% of the national median equivalised disposable income after social transfers.
 
4
In Georgopoulos et al. (2012) there was no such need, especially since the authors included data only from the beginning of the recession, i.e., data not particularly affected by policy variables.
 
5
We also tried using 2007 as the “benchmark” year with empirical results omitted due to space limitations. These results, essentially similar with those reported here, are available upon request.
 
6
With a discussion for the Competiveness variable reserved for Sect. 6.
 
Literature
go back to reference Alessi, L., & Detken, C. (2011). Quasi real time early warning indicators for costly asset price boom/bust cycles: A role for global liquidity. European Journal of Political Economy, 27(3), 520–533.CrossRef Alessi, L., & Detken, C. (2011). Quasi real time early warning indicators for costly asset price boom/bust cycles: A role for global liquidity. European Journal of Political Economy, 27(3), 520–533.CrossRef
go back to reference Azen, R., & Budescu, D. V. (2003). Comparing predictors in multivariate regression models: An extension of dominance analysis. Journal of Educational and Behavioral Statistics, 31, 157–180.CrossRef Azen, R., & Budescu, D. V. (2003). Comparing predictors in multivariate regression models: An extension of dominance analysis. Journal of Educational and Behavioral Statistics, 31, 157–180.CrossRef
go back to reference Babecký, J., Havránek, T., Matějů, J., Rusnák, M., Šmídková, K., & Vašíček, B. (2012). Banking, debt, and currency crises: Early warning indicators for developed countries, Czech National Bank, mimeo. Babecký, J., Havránek, T., Matějů, J., Rusnák, M., Šmídková, K., & Vašíček, B. (2012). Banking, debt, and currency crises: Early warning indicators for developed countries, Czech National Bank, mimeo.
go back to reference Bilson, J. F. O. (1979). Leading indicators of currency devaluations. Columbia Journal of World Business, 14(4), 62–76. Bilson, J. F. O. (1979). Leading indicators of currency devaluations. Columbia Journal of World Business, 14(4), 62–76.
go back to reference Bishop, J. A., Chakraborti, S., & Thistle, P. D. (1988). Large sample tests for absolute Lorenz dominance. Economics Letters, 26, 291–294.CrossRef Bishop, J. A., Chakraborti, S., & Thistle, P. D. (1988). Large sample tests for absolute Lorenz dominance. Economics Letters, 26, 291–294.CrossRef
go back to reference Borio, C., & Lowe, P. (2002, December). Assessing the risk of banking crisis. BIS Quarterly Review, 43–54. Borio, C., & Lowe, P. (2002, December). Assessing the risk of banking crisis. BIS Quarterly Review, 43–54.
go back to reference Eichengreen, B., & O’Rourke, K., (2010). A tale of two depressions: What do the new data tell us? February 2010 update, VoxEU.org, 8 March. Eichengreen, B., & O’Rourke, K., (2010). A tale of two depressions: What do the new data tell us? February 2010 update, VoxEU.​org, 8 March.
go back to reference Frankel, J. A., & Rose, A. K. (1996). Currency crashes in emerging markets: An empirical treatment. Journal of International Economics, 41(3–4), 351–366.CrossRef Frankel, J. A., & Rose, A. K. (1996). Currency crashes in emerging markets: An empirical treatment. Journal of International Economics, 41(3–4), 351–366.CrossRef
go back to reference Frankel, J. A., & Saravelos, G. (2012). Can leading indicators assess country vulnerability? Evidence from the 2008–09 global financial crisis. Journal of International Economics, 87(2), 216–231.CrossRef Frankel, J. A., & Saravelos, G. (2012). Can leading indicators assess country vulnerability? Evidence from the 2008–09 global financial crisis. Journal of International Economics, 87(2), 216–231.CrossRef
go back to reference Georgopoulos, D., Papadogonas, T., & Sfakianakis, G. (2012). Factors related to the depth of the latest crisis for EU-27 countries: The key role of relative inequality/poverty. Economics Letters, 116(2012), 308–311.CrossRef Georgopoulos, D., Papadogonas, T., & Sfakianakis, G. (2012). Factors related to the depth of the latest crisis for EU-27 countries: The key role of relative inequality/poverty. Economics Letters, 116(2012), 308–311.CrossRef
go back to reference Gourinchas, P. O., & Obstfeld, M. (2012, January). Stories of the twentieth century for the twenty-first. American Economic Journal: Macroeconomics, 4, 226–65. Gourinchas, P. O., & Obstfeld, M. (2012, January). Stories of the twentieth century for the twenty-first. American Economic Journal: Macroeconomics, 4, 226–65.
go back to reference Grammatikos, T., & Vermeulen, R. (2010). Transmission of the financial and Sovereign debt crises to the EMU: Stock prices, CDS spreads and exchange rates. DNB Working Paper No. 287, Netherlands Central Bank. Grammatikos, T., & Vermeulen, R. (2010). Transmission of the financial and Sovereign debt crises to the EMU: Stock prices, CDS spreads and exchange rates. DNB Working Paper No. 287, Netherlands Central Bank.
go back to reference Kaminsky, G. L., & Reinhart, C. M., (1996). The twin crises: The causes of banking and balance-of-payments problems. Board of Governors of the Federal Reserve System, International Finance Discussion Paper No. 544. Kaminsky, G. L., & Reinhart, C. M., (1996). The twin crises: The causes of banking and balance-of-payments problems. Board of Governors of the Federal Reserve System, International Finance Discussion Paper No. 544.
go back to reference Kaminsky, G. L., & Reinhart, C. M. (1999). The twin crises: The causes of banking and balance-of-payments problems. American Economic Review, 89(3), 473–500.CrossRef Kaminsky, G. L., & Reinhart, C. M. (1999). The twin crises: The causes of banking and balance-of-payments problems. American Economic Review, 89(3), 473–500.CrossRef
go back to reference Krugman, P. (1979). A model of balance-of-payments crises. Journal of Money, Credit and Banking, 11(3), 311–325.CrossRef Krugman, P. (1979). A model of balance-of-payments crises. Journal of Money, Credit and Banking, 11(3), 311–325.CrossRef
go back to reference Obstfeld, M. (2015). Trilemmas and tradeoffs: Living with financial globalization, central banking, analysis, and economic policies book series. In C. Raddatz, D. Saravia, & J. Ventura (Eds.), Global liquidity, spillovers to emerging markets and policy responses (1st ed., vol. 20, Chapter 2, pp. 13--78). Central Bank of Chile. Obstfeld, M. (2015). Trilemmas and tradeoffs: Living with financial globalization, central banking, analysis, and economic policies book series. In C. Raddatz, D. Saravia, & J. Ventura (Eds.), Global liquidity, spillovers to emerging markets and policy responses (1st ed., vol. 20, Chapter 2, pp. 13--78). Central Bank of Chile.
go back to reference Rose, A. K., & Spiegel, M. M. (2011). Cross-country causes and consequences of the 2008 crisis: An update. European Economic Review, 55(3), 309–324.CrossRef Rose, A. K., & Spiegel, M. M. (2011). Cross-country causes and consequences of the 2008 crisis: An update. European Economic Review, 55(3), 309–324.CrossRef
go back to reference Sfakianakis, G., Georgopoulos, D., & Papadogonas, T. (2016). A growth-enhancing policy mix against the crisis: Empirically evaluating potential ingredients. Empirical Economics Letters, 15(11), 1111–1117. Sfakianakis, G., Georgopoulos, D., & Papadogonas, T. (2016). A growth-enhancing policy mix against the crisis: Empirically evaluating potential ingredients. Empirical Economics Letters, 15(11), 1111–1117.
Metadata
Title
Economic Crisis Predictors Revisited in Preparation for the COVID-19 Aftermath
Authors
Demosthenes Georgopoulos
Theodore Papadogonas
George Sfakianakis
Copyright Year
2021
DOI
https://doi.org/10.1007/978-3-030-63970-9_28

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