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A Longitudinal Analysis of Riskiness Indicators After the 2008 and 2011 Economic Crises: The Case of Italian Manufacturing

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  • Lucio Masserini

    (University of Pisa)

  • Matilde Bini

    (European University of Rome)

  • Alessandro Zeli

    (ISTAT)

Abstract

The Great Recession derived from USA subprime crisis involved the European countries in two different steps: in the first phase, referred to 2008–2009, the finance contraction and the bank failures spread out across the whole Atlantic area involving, above all, the financial market but also influencing the real economy. The second phase, started in 2011 and lasted until 2014–2015, affected the Euro zone and sovereign debts of the countries until 2015 in depth. Also for Italy, the crisis period was characterized by a deep negative conjuncture until 2009, by a slight recovery until the first half of 2011 and by an intense recession from 2011 to 2015. The aim of this work is to collect evidence on the Italian manufacturing system with the following goals: to investigate the riskiness–distress risk trend across industries in 2008–2017 period and to understand how this trend inluences the performance of the company at the end of the period. To perform this analysis a Latent Growth Curve Model is proposed, using an important Italian private database containing the book-value data of the joint-stock company Italian firms.

Suggested Citation

  • Lucio Masserini & Matilde Bini & Alessandro Zeli, 2021. "A Longitudinal Analysis of Riskiness Indicators After the 2008 and 2011 Economic Crises: The Case of Italian Manufacturing," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 156(2), pages 499-513, August.
    • Handle: RePEc:spr:soinre:v:156:y:2021:i:2:d:10.1007_s11205-020-02327-6
    DOI: 10.1007/s11205-020-02327-6
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    1. Marko Peric & Vanja Vitezic, 2016. "Impact of global economic crisis on firm growth," Small Business Economics, Springer, vol. 46(1), pages 1-12, January.
    2. Giulio Bottazzi & Marco Grazzi & Angelo Secchi & Federico Tamagni, 2011. "Financial and economic determinants of firm default," Journal of Evolutionary Economics, Springer, vol. 21(3), pages 373-406, August.
    3. Bonfim, Diana, 2009. "Credit risk drivers: Evaluating the contribution of firm level information and of macroeconomic dynamics," Journal of Banking & Finance, Elsevier, vol. 33(2), pages 281-299, February.
    4. Alessandro Zeli, 2014. "The financial distress indicators trend in Italy: an analysis of medium-size enterprises," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 4(2), pages 199-221, December.
    5. Alessandro Zeli, 2018. "The impact of ACE on investment: the Italian case," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 35(3), pages 741-762, December.
    6. Francisco Sogorb-Mira, 2005. "How SME Uniqueness Affects Capital Structure: Evidence From A 1994–1998 Spanish Data Panel," Small Business Economics, Springer, vol. 25(5), pages 447-457, December.
    7. Mimir, Yasin, 2010. "Financial intermediaries, leverage ratios, and business cycles," MPRA Paper 27643, University Library of Munich, Germany.
    8. Demirgüç-Kunt, Asli & Martinez Peria, Maria Soledad & Tressel, Thierry, 2020. "The global financial crisis and the capital structure of firms: Was the impact more severe among SMEs and non-listed firms?," Journal of Corporate Finance, Elsevier, vol. 60(C).
    9. Xavier Giroud & Holger M. Mueller, 2015. "Firm Leverage and Unemployment during the Great Recession," NBER Working Papers 21076, National Bureau of Economic Research, Inc.
    10. Kudlyak, Marianna & Sánchez, Juan M., 2017. "Revisiting the behavior of small and large firms during the 2008 financial crisis," Journal of Economic Dynamics and Control, Elsevier, vol. 77(C), pages 48-69.
    11. John R. Graham & Sonali Hazarika & Krishnamoorthy Narasimhan, 2011. "Financial Distress in the Great Depression," NBER Working Papers 17388, National Bureau of Economic Research, Inc.
    12. Mario Mustilli & Francesco Campanella & Eugenio D¡¯Angelo, 2018. "Measuring Determinants and Effects of Firms¡¯ Financial Structure in a Deleverage Setting: Evidence From Italy," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 9(2), pages 23-30, April.
    13. Paolo Panteghini & Maria Laura Parisi & Francesca Pighetti, 2012. "Italy's ACE Tax and its Effect on a Firm's Leverage," CESifo Working Paper Series 3869, CESifo.
    14. Giulio Bottazzi & Marco Grazzi & Angelo Secchi & Federico Tamagni, 2011. "Financial and economic determinants of firm default," Journal of Evolutionary Economics, Springer, vol. 21(3), pages 373-406, August.
    15. Altman, Edward I. & Marco, Giancarlo & Varetto, Franco, 1994. "Corporate distress diagnosis: Comparisons using linear discriminant analysis and neural networks (the Italian experience)," Journal of Banking & Finance, Elsevier, vol. 18(3), pages 505-529, May.
    16. Goel, Manisha & Zemel, Michelle, 2018. "Switching to bonds when loans are scarce: Evidence from four U.S. crises," Journal of Corporate Finance, Elsevier, vol. 52(C), pages 1-27.
    17. Yasin Mimir, 2016. "Financial Intermediaries, Credit Shocks and Business Cycles," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 78(1), pages 42-74, February.
    18. De Mooij, Ruud & Hebous, Shafik, 2018. "Curbing corporate debt bias: Do limitations to interest deductibility work?," Journal of Banking & Finance, Elsevier, vol. 96(C), pages 368-378.
    19. Marko Peric & Vanja Vitezic, 2016. "Impact of global economic crisis on firm growth," Small Business Economics, Springer, vol. 46(1), pages 1-12, January.
    20. Appetiti, Sandro, 1984. "Identifying unsound firms in Italy : An attempt to use trend variables," Journal of Banking & Finance, Elsevier, vol. 8(2), pages 269-279, June.
    21. Antonio De Socio & Paolo Finaldi Russo, 2016. "The debt of Italian non-financial firms: an international comparison," Questioni di Economia e Finanza (Occasional Papers) 308, Bank of Italy, Economic Research and International Relations Area.
    22. John R. Graham & Sonali Hazarika & Krishnamoorthy Narasimhan, 2011. "Financial Distress in the Great Depression," Financial Management, Financial Management Association International, vol. 40(4), pages 821-844, December.
    23. Mueller, Holger & Giroud, Xavier, 2015. "Firm Leverage and Unemployment during the Great Recession," CEPR Discussion Papers 10539, C.E.P.R. Discussion Papers.
    24. William Meredith & John Tisak, 1990. "Latent curve analysis," Psychometrika, Springer;The Psychometric Society, vol. 55(1), pages 107-122, March.
    25. Castrén, Olli & Dées, Stéphane & Zaher, Fadi, 2010. "Stress-testing euro area corporate default probabilities using a global macroeconomic model," Journal of Financial Stability, Elsevier, vol. 6(2), pages 64-78, June.
    26. Levanon, Gad & Manini, Jean-Claude & Ozyildirim, Ataman & Schaitkin, Brian & Tanchua, Jennelyn, 2015. "Using financial indicators to predict turning points in the business cycle: The case of the leading economic index for the United States," International Journal of Forecasting, Elsevier, vol. 31(2), pages 426-445.
    27. Figlewski, Stephen & Frydman, Halina & Liang, Weijian, 2012. "Modeling the effect of macroeconomic factors on corporate default and credit rating transitions," International Review of Economics & Finance, Elsevier, vol. 21(1), pages 87-105.
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