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Common distress and reorganization patterns by sector and country for SMEs in six European countries using PDFR

  • María-Teresa Tascón [1] Árbol académico ; Erkki K. Laitinen [2] ; Francisco Javier Castaño Gutiérrez [1] ; Paula Castro Castro [1] ; Annukka Jokipii [2]
    1. [1] Universidad de León

      Universidad de León

      León, España

    2. [2] University of Vaasa

      University of Vaasa

      Vaasa, Finlandia

  • Localización: Revista de contabilidad = Spanish accounting review: [RC-SAR], ISSN 1138-4891, Vol. 26, Nº 2, 2023, págs. 291-314
  • Idioma: inglés
  • DOI: 10.6018/rcsar.420171
  • Títulos paralelos:
    • Patrones comunes de fracaso y reorganización por sector y país para las PYMEs de seis países europeos utilizando PDFR
  • Enlaces
  • Resumen
    • español

      Este estudio contribuye a la identificación de patrones comunes de fracaso en indicadores financieros por sector y país en Alemania, España, Finlandia, Francia, Italia y Portugal, así como a la identificación de patrones comunes de éxito en la reorganización. Utilizamos PDFR, que proporciona una medida de distancia al fracaso y permite hacer un seguimiento de la evolución de la empresa a través de sus ratios contables. Nuestros resultados muestran que los indicadores de estructura financiera, seguidos de fondo de maniobra, rentabilidad sobre activos, margen sobre ventas y *cashflow* sobre activos, son las variables más discriminantes de las pymes clasificadas como fracasadas, en todos los sectores y países analizados. Encontraste, durante la reorganización, la rentabilidad sobre activos y sus componentes son los principales inductores iniciales de la recuperación, mientras que los indicadores de estructura financiera muestran una progresiva pero lenta recuperación. Se utilizan Boosting y Z-score como medidas de robustez

    • English

      This study contributes to identifying common distress patterns in financial indicators by sector and countryin Finland, France, Germany, Italy, Portugal, and Spain as well as ex-post signals of reorganization success.We use PDFR that provides a distance-to-failure measure and allows us to track the behavior of different features of the firm proxied by accounting ratios. Our results show that indicators of financial structure,followed by working capital, profitability on assets, margin over sales and cash flow to assets, are the most discriminant variables of failed SMEs across all sectors and countries analyzed. By contrast, during reorgan-ization, return on assets and its components are the main initial drivers of recovery, whereas the financia lstructure factors show a progressive but slow recovery. Boosting and Z-scores are used for robustness

  • Referencias bibliográficas
    • Abidali, A.F., & Harris, F.C. (1995). A methodology for predicting company failure in the construction industry. Construction Management...
    • Acosta-González, E. Fernández-Rodríguez, F., & Ganga, H. (2019). Predicting corporate financial failure using macroeconomic variables...
    • Alaka, H.A., Oyedele, L.O., Owolabi, H.A., Ajayi, S.O. Bilal, M., & Akinade, O.O. (2016). Methodological approach of construction business...
    • Aldrich, H.E., & Auster, E. (1986). Even dwarfs started small: Liabilities of age and size and their strategic implications. In B.M. Staw...
    • Altman, E.I. (1977). The Z-score bankruptcy model: Past, present and future. In E.I., Altman & A.W. Sametz (Eds,), Financial Crises: Institutions...
    • Altman, E.I. (2014a). Revisiting the recidivism - Chapter 22 phenomenon in the U.S. bankruptcy system. Brooklyn Journal of Corporate, Financial...
    • Altman, E.I. (2014b). The role of distressed debt markets, hedge funds and recent trends in bankruptcy on the outcomes of Chapter 11 reorganizations....
    • Altman, E.I., Kant, T., & Rattanaruengyot, T. (2009). Post-Chapter 11 bankruptcy performance: Avoiding Chapter 22. Journal of Applied...
    • Andrieu, G., Staglianò, R., & van der Zwan, P. (2018). Bank debt and trade credit for SMEs in Europe: Firm-, industry-, and country-level...
    • Argenti, J. (1976). Corporate Collapse: The Causes and Symptoms. Hoboken, Nueva Jersey, USA: John Wiley & Sons.
    • Ayadi, R., Abid, I., & Guesmi, K. (2020). Survival of reorganized firms in France. Finance Research Letters, 38, 101434. https://doi.org/10.1016/j.frl.2020.101434
    • Baixauli, J.S., & Módica-Milo, A. (2010). The bias of unhealthy SMEs in bankruptcy prediction models. Journal of Small Business and Enterprise...
    • Balcaen, S., & Ooghe, H. (2006). 35 years of studies on business failure: An overview of the classic statistical methodologies and their...
    • Bamiatzi, V., Bozos, K., Cavusgil, S.T., & Hult, G.T.M. (2016). Revisiting the firm, industry, and country effects on profitability under...
    • Beaver, W.H., Cascino, S., Correia, M., & McNichols, M.F. (2018). Bankruptcy in groups. SRC Discussion Paper No 81, August. 1-78. https://doi.org/10.2139/ssrn.2646916
    • Beck, T., & Levine, R. (2002). Industry growth and capital allocation: Does having a market- or bank-based system matter? Journal of Financial...
    • Bhattacharjee, A., Higson, C., Holly, S., & Kattuman, P. (2009a). Macroeconomic instability and business exit: Determinants of failures...
    • Bhattacharjee, A., Higson, C., Holly, S., & Kattuman, P. (2009b). Macroeconomic instability and corporate failure: The role of the legal...
    • Box, M. (2008). The death of firms: Exploring the effects of environment and birth cohort on firm survival in Sweden. Small Business Economics,...
    • Camacho, M.M., Segovia, M.J., & Pascual, D. (2015). Which characteristics predict the survival of insolvent firms? An SME reorganization...
    • Campbell, S.V. (1996). Predicting bankruptcy reorganization for closely held firms. Accounting Horizons, 10(3), 12-25.
    • Castaño, F.J. (2015). Variables y modelos de fracaso empresarial. Propuesta de una metodología de fronteras basada en percentiles. Madrid,...
    • Cepec, J., & Grajzl, P. (2020). Debt-to-equity conversion in bankruptcy reorganization and post-bankruptcy firm survival. International...
    • Chang, Y.Y., & Dasgupta, S. (2002). What explains cross-country industry growth patterns? Trade, development and the equity financing...
    • Chava, S., & Jarrow, R. (2004). Bankruptcy prediction and industry effects. Review of Finance, 8 (4), 537-569. https://doi.org/10.1093/rof/8.4.537
    • Claessens, S., & Klapper, L.F. (2005). Bankruptcy around the World: Explanations of its relative use. American Law and Economics Review,...
    • Clark, G., Palaskas, T., Tracey, P., & Tsampra, M. (2004). Globalization and competitive strategy in Europe's vulnerable regions:...
    • Cochran, A.B. (1981). Small business mortality rates: A review of the literature, Journal of Small Business Management, 19(4), 50–59.
    • Cook, G.A.S., Pandit, N.R., & Milman, D. (2012). A resource-based analysis of bankruptcy law, SMEs and corporate recovery. International...
    • Cowling, M., Liu, W., & Zhang, N. (2018). Did firm age, experience, and access to finance count? SME performance after the global financial...
    • Demirguc-Kunt, A., & Maksimovic, V. (2001). Firms as financial intermediaries - evidence from trade credit data. Policy, Research working...
    • Demirgüç-Kunt, A., & Maksimovic, V. (2002). Funding growth in bank-based and market-based financial system: Evidence from firm-level data....
    • Denis, D.K., & Rodgers, K.J. (2007). Chapter 11: Duration, outcome, and post-reorganization performance. The Journal of Financial and...
    • Dewaelheyns, N., & Van Hulle, C. (2008). Legal reform and aggregate small and micro business bankruptcy rates: evidence from the 1997...
    • Gaganis, C., Pasiouras, F., & Voulgari, F. (2019). Culture, business environment and SMEs' profitability: Evidence from European countries....
    • Geroski, P.A., Mata, J., & Portugal, P. (2010). Founding conditions and the survival of new firms. Strategic Management Journal, 31(5),...
    • Goddard, J., Tavakoli, M., & Wilson, J.O.S. (2009). Sources of variation in firm profitability and growth. Journal of Business Research,...
    • Gupta, M., & Huefner, R. (1972). A cluster analysis study of financial ratios and industry characteristics. Journal of Accounting Research,...
    • Guthrie, J.P., & Datta, D.K. (2008). Dumb and dumber: The impact of downsizing on firm performance as moderated by industry conditions....
    • Gutiérrez-Urtiaga, M. (2000). Efectos del endeudamiento sobre los resultados de las empresas en sectores en crisis. Investigaciones Económicas,...
    • Habib, A., D'Costa, M., Huang, H.J., Bhuiyan, M.B.U., & Sun, L. (2020). Determinants and consequences of financial distress: Review...
    • Harhoff, D., Stahl, K., & Woywode, M. (1998). Legal form, growth and exit of West German firms - empirical results for manufacturing,...
    • Harrigan, K.R. (1980). Strategies for declining industries. The Journal of Business Strategy, 1(2), 20-34. https://doi.org/10.1108/eb038896
    • Hastie, T., Tibshirani, R., & Friedman, J. (2001). The elements of statistical learning. New York, USA: Springer. https://doi.org/10.1007/978-0-387-84858-7
    • Hazak, A., & Männasoo, K. (2010). Indicators of corporate default - EU-based empirical study. Transformation in Business & Economics,...
    • Headd, B. (2003). Redefining business success: Distinguishing between closure and failure. Small Business Economics, 21(1), 51-61. https://doi.org/10.1023/A:1024433630958
    • Herbane, B. (2012). Exploring crisis management in UK small- and medium-sized enterprises. Journal of Contingencies and Crisis Management,...
    • Hillegeist, S.A., Keating, E.K., Cram, D.P., & Lundstedt, K.G. (2004). Assessing the probability of bankruptcy. Review of Accounting Studies,...
    • Horta, I.M., & Camanho, A.S. (2013). Company failure prediction in the construction industry. Expert Systems with Applications, 40(16),...
    • Keasey, K., & Watson, R. (1991). Financial distress prediction models: A review of their usefulness. British Journal of Management, 2(2),...
    • Kelly, R., Brien, E.O., & Stuart, R. (2015). A long-run survival analysis of corporate liquidations in Ireland. Small Business Economics,...
    • Khoja, L., Chipulu, M., & Jayasekera, R. (2019). Analysis of financial distress cross countries: Using macroeconomic, industrial indicators...
    • Klobucnik, J., Miersch, D., & Sievers, S. (2017). Predicting Early Warning Signals of Financial Distress: Theory and Empirical Evidence....
    • Koyuncugil, A.S., & Ozgulbas, N. (2012). Financial early warning system model and data mining application for risk detection. Expert systems...
    • Laitinen, E.K. (2008). Data system for assessing probability of failure in SME reorganization. Industrial Management and Data Systems, 108(7),...
    • Laitinen, E.K. (2011). Assessing viability of Finnish reorganization and bankruptcy firms. European Journal of Law and Economics, 31(2), 167-198....
    • Laitinen, E.K. (2014). Influence of management accounting change on performance of small entrepreneurial reorganising firms. International...
    • Laitinen, E.K. (2018). Financial reporting: Long-term change of financial ratios. American Journal of Industrial and Business Management,...
    • La Porta, R., Lopez-de-Silanes, F., Shleifer, A., & Vishny, R.W. (1998). Law and finance. Journal of Political Economy, 106(6), 1113-1155....
    • Lev, B. (1969). Industry averages as targets for financial ratios. Journal of Accounting Research, 7(2), 290-299. https://doi.org/10.2307/2489971
    • Liou, D.K., & Smith, M. (2007), Macroeconomic variables and financial distress. Journal of Accounting, Business and Management, 14(1),...
    • Liu, J. (2004). Macroeconomic determinants of corporate failures: Evidence from the UK. Applied Economics, 36, 939-945. https://doi.org/10.1080/0003684042000233168
    • López-Gutiérrez, C., Torre-Olmo, B., & Sanfilippo-Azofra, S. (2012). Firms' performance under different bankruptcy systems: A Europe-USA...
    • Lukason, O., & Laitinen, E.K. (2019). Firm failure processes and components of failure risk: An analysis of European bankrupt firms. Journal...
    • Makropoulos, A., Weir, C., & Zhang, X. (2020a). An analysis of the determinants of failure processes in UK SMEs. Journal of Small Business...
    • Makropoulos, A., Weir, C., & Zhang, X. (2020b). Stages and determinants of European Union small and medium sized firms' failure process....
    • Masiak, C., Moritz, A., & Lang, F. (2017). Financing patterns of European SMEs revisited: An updated empirical taxonomy and determinants...
    • Mayr, S., Mitter, C., & Aichmayr, A. (2017). Corporate crisis and sustainable reorganization: Evidence from bankrupt Austrian SMEs. Journal...
    • McGuinness, G., Hogan, T., & Powell, R. (2018). European trade credit use and SME survival. Journal of Corporate Finance, 49, 81-103....
    • McLeay, S., & Fieldsend, S. (1987). Sector and size effects in ratio analysis - an indirect test of ratio proportionality. Accounting...
    • Mensah, Y.M. (1984). An examination of the stationarity of multivariate bankruptcy prediction models: A methodological study. Journal of Accounting...
    • Pandit, N.R., Cook, G.A.S, Milman, D., & Chittenden, F.C. (2000). Corporate rescue: Empirical evidence on company voluntary arrangements...
    • Platt, H.D., & Platt, M.B. (1990). Development of a class of stable predictive variables: The case of bankruptcy prediction. Journal of...
    • Platt, H.D., & Platt, M.B. (1991). A note on the use of industry-relative ratios in bankruptcy prediction. Journal of Banking and Finance,...
    • Rajan, R.G., & Zingales, L. (1998). Financial dependence and growth. American Economic Review, 88, 559-586. http://www.jstor.org/stable/116849
    • Rico, M., & Puig, F. (2019). Successful turnarounds in bankrupt firms? Assessing retrenchment in the most severe form of crisis. Business...
    • Rodano, G., Serrano-Velarde, N., & Tarantino, E. (2016). Bankruptcy law and bank financing. Journal of Financial Economics 120(2), 363-382....
    • Segovia, M.J., & Camacho, M.M. (2012). Which financial indicators could influence the decision of the independent expert on the survival...
    • Sueyoshi, T., & Goto, M. (2009). DEA-DA for bankruptcy-based performance assessment: Misclassification analysis of Japanese construction...
    • Sun, J., Li, H., Huang, Q.H., & He, K.Y. (2014). Predicting financial distress and corporate failure: A review from the state-of-the-art...
    • Tascón, M.T., & Castaño, F.J. (2012). Variables and models for the identification and prediction of business failure: Revision of recent...
    • Tascón, M.T., Castaño, F.J., & Castro, P. (2018). A new tool for failure analysis in small firms: Frontiers of financial ratios based...
    • Ucbasaran, D., Shepherd, D.A., Lockett, A., & Lyon, S.J. (2013). Life after business failure: The process and consequences of business...
    • Van Hoang, T.H., Gurău, C., Lahiani, A., & Seran, T.L. (2018). Do crises impact capital structure? A study of French micro-enterprises....
    • Verikas, A., Kalsyte, Z., Bacauskiene, M., & Gelzinis, A. (2010). Hybrid and ensemble-based soft computing techniques in bankruptcy prediction:...
    • Westhead, P., Wright, M., & Ucbasaran, D. (2001). The internationalization of new and small firms: A resource-based view. Journal of Business...
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