Firm survival during the crisis: evidence from Tuscany

Journal title ECONOMIA E POLITICA INDUSTRIALE
Author/s Marco Mariani, Elena Pirani, Elena Radicchi
Publishing Year 2013 Issue 2013/1
Language Italian Pages 28 P. 25-52 File size 441 KB
DOI 10.3280/POLI2013-001002
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The economic crisis of the late 2000s has led many manufacturing companies to abandon the market as a result of poor performance or financial difficulties. The purpose of this study is to analyze the static and dynamic factors that play a role in prompting a company to exit the market. The assessment calls for applying survival analysis techniques to an Italian regional case study (Tuscany) to identify specific profiles among the firms observed both before and during the early years of the crisis. Our findings show that the "weeding-out" or selection process targets those companies that belong to supplier-dominated sectors, industrial districts and, more generally, firms that already suffered pre-crisis due to low levels of productivity or poor overall efficiency. Moreover, the results point to a lack of liquidity and the inability to cover interest expenses as key determinants of market exit during the crisis.

Keywords: Business demography, survival, economic crisis

Jel codes: C41, G33, L25, L60, M21

  1. Agarwal R., Audretsch D.B. 2001. Does entry size matter? The impact of the life cycle and technology on firm survival. Journal of Industrial Economics, 49 (1): 21-43 DOI: 10.1111/1467-6451.00136
  2. Almus M. 2004. The shadow of death: An empirical analysis of the pre-exit performance of new German firms. Small Business Economics, 23 (3): 189-201 DOI: 10.1023/B:SBEJ.0000032033.00519.00
  3. Asplund M., Nocke V. 2006. Firm turnover in imperfectly competitive markets. Review of Economic Studies, 73 (2): 295-327 DOI: 10.1111/j.1467-937X.2006.00377.x
  4. Balcaen S., Manigart S., Buyze J., Ooghe H. 2012. Firm exit after distress: differentiating between bankruptcy, voluntary liquidation and M&A. Small Business Economics, 39 (4): 949-975 DOI: 10.1007/s11187-011-9342-7
  5. Banca d’Italia. 2011. Relazione annuale. Anno 2010. Banca d’Italia: Roma.
  6. Bellone F., Musso P., Nesta L., Quéré M. 2006. Productivity and market selection of French manufacturing firms in the Nineties. Revue de L’OFCE, 97 (5): 319-349 DOI: 10.3917/reof.073.0319
  7. Bhattacharjee A., Higson C., Holly S., Kattuman P. 2009. Macroeconomic instability and business exit: determinants of failures and acquisitions of UK firms. Economica, 76 (301): 108-131 DOI: 10.1111/j.1468-0335.2007.00662.x
  8. Box M. 2008. The death of firms: exploring the effects of environment and birth cohort on firm survival in Sweden. Small Business Economics, 31 (4): 379-393 DOI: 10.1007/s11187-007-9061-2
  9. Bugamelli M., Cristadoro R., Zevi G. 2009. La crisi internazionale e il sistema produttivo italiano: un’analisi su dati a livello d’impresa, Questioni di Economia e Finanza 58.
  10. Campello M., Graham J.R., Campbell R.H. 2010. The real effects of financial constraints: evidence from a financial crisis. Journal of Financial Economics, 97 (3): 470-487 DOI: 10.1016/j.jfineco.2010.02.009
  11. Carreira C., Texeira P. 2011. The shadow of death: analyzing the pre-exit productivity of Portuguese manufacturing firms. Small Business Economics, 36 (3): 337-351 DOI: 10.1007/s11187-009-9221-7
  12. Caves R.E. 1998. Industrial organization and new findings on the turnover and mobility of firms. Journal of Economic Literature, 36 (4): 1947-1982.
  13. Cefis E., Marsili O. 2005. A matter of life and death: innovation and firm survival. Industrial and Corporate Change, 14 (6): 1-26 DOI: 10.1093/icc/dth081
  14. Cerved. 2012. Osservatorio trimestrale sulla crisi di impresa. Quarto trimestre 2011. Rapporto n. 10. Cerved Group S.p.A.: Milano.
  15. Chamberlain G. 1985. Heterogeneity, omitted variable bias, and duration dependence, in Heckman J.J., Singer B. (eds.) Longitudinal Analysis of Labor Market Data. Cambridge University Press: Cambridge (UK) DOI: 10.1017/CCOL0521304539.001
  16. Cleves M.A., Gould W.W., Gutierrez R.G. 2002. An Introduction to Survival Analysis Using Stata. Stata Press: College Station.
  17. Cox D.R. 1972. Regression models and life-tables. Journal of the Royal Statistical Society. Series B, 34 (2): 187-220.
  18. Cox D.R., Oakes D. 1984. Analysis of Survival Data. Chapman & Hall: London. Del Gatto M., Ottaviano G.I.P.
  19. Pagnini M. 2008. Openness to trade and industry cost dispersion: evidence from a panel of Italian firms. Journal of Regional Science, 48 (1): 97-129 DOI: 10.1111/j.1467-9787.2008.00546.x
  20. Di Giacinto V., Gomellini M., Micucci G., Pagnini M. 2012. Mapping local productivity advantages in Italy: industrial districts, cities or both?. Temi di Discussione della Banca d’Italia 850.
  21. Disney R., Haskel J., Heden Y. 2003. Entry, exit and establishment survival in UK manufacturing. Journal of Industrial Economics, 51 (1): 91-112.
  22. Ericson R., Pakes A. 1995. Markov-perfect industry dynamics: a framework for empirical work. Review of Economics Studies, 62 (1): 53-82 DOI: 10.2307/2297841
  23. Esteve-Pérez S., Sanchis Llopis A., Llopis J.A. 2004. The determinants of survival of Spanish manufacturing firms. Review of Industrial Organization, 25 (3): 251-273 DOI: 10.1007/s11151-004-1972-3
  24. Esteve-Pérez S., Mañez-Castillejo J.A. 2008. The resource-based theory of the firm and firm survival. Small Business Economics, 30 (3): 231-249 DOI: 10.1007/s11187-006-9011-4
  25. Fackler D., Schnabel C., Wagner J. 2012. Establishment exits in Germany: the role of size and age. IZA Discussion Paper 6349.
  26. Ferragina A., Pittiglio R., Reganati F. 2010. Multinazionalità e sopravvivenza delle imprese: un’analisi del settore manifatturiero italiano. L’Industria, 31 (4): 577-594.
  27. Foresti G., Guelpa F., Trenti S. 2010. I distretti industriali verso l’uscita dalla crisi. Economia e Politica Industriale, 37 (2): 109-126 DOI: 10.3280/POLI2010-002007
  28. Giovannetti G., Ricchiuti G., Velucchi M. 2011. Size, innovation and internationalization: a survival analysis of Italian firms. Applied Economics, 43 (12): 1511-1520 DOI: 10.1080/00036840802600566
  29. Giunta A., Scalera D. 1997. Sopravvivenza e mortalità delle piccole imprese meridionali: un’applicazione dei modelli di durata. L’Industria, 18 (3): 485-504.
  30. Godart O., Görg H., Hanley A. 2011. Surviving the crisis: foreign multinationals vs domestic firms in Ireland. CEPR Discussion Paper DP8596.
  31. Görg H., Spaliara M.E. 2009. Financial health, exports, and firm survival: a comparison of British and French firms. CEPR Discussion Paper DP7532.
  32. Granger C.W.J. 1969. Investigating causal relations by econometric models and cross-spectral methods. Econometrica, 37 (3): 424-438 DOI: 10.2307/1912791
  33. Griliches Z., Regev H. 1995. Firm productivity in Israeli industry: 1979-1988. Journal of Econometrics, 65 (1): 175-203 DOI: 10.1016/0304-4076(94)01601-U
  34. Harhoff D., Stahl K., Woywode M. 1998. Legal form, growth and exit of West German firms. Journal of Industrial Economics, 46 (4): 453-488 DOI: 10.1111/1467-6451.00083
  35. Hopenhayn H. 1992. Entry, exit, and firm dynamics in long run equilibrium. Econometrica, 60 (5): 1127-1150 DOI: 10.2307/2951541
  36. Hulten C.R. 2001. Total factor productivity: a short biography, in Hulten C.R., Dean E.R., Harper M.J. (eds.) New Developments in Productivity Analysis. Studies in Income and Wealth. The University of Chicago Press for the National Bureau of Economic Research: Chicago.
  37. Istat 2010. Rapporto annuale. La situazione del paese nel 2009. Istat: Roma.
  38. Istat 2011. Rapporto annuale. La situazione del paese nel 2010. Istat: Roma.
  39. Jovanovic B. 1982. Selection and the evolution of industry. Econometrica, 50 (3): 649-670 DOI: 10.2307/1912606
  40. Kalbfleisch J.D., Prentice R.L. 1980. The Statistical Analysis of Failure Data. John Wiley & Sons: Hoboken.
  41. Kaplan E.L., Meier P. 1958. Nonparametric estimation from incomplete observations. Journal of the American Statistical Association, 53 (282): 457-481 DOI: 10.1080/01621459.1958.10501452
  42. Kleinbaum D., Klein M. 2005. Survival Analysis: A Self-Learning Text. Springer-Verlag Publishers: New York.
  43. Little R.J.A. 1993. Pattern-mixture models for multivariate incomplete data. Journal of the American Statistical Association, 88 (421): 125-134 DOI: 10.1080/01621459.1993.10594302
  44. Little R.J.A., Rubin D.B. 1987. Statistical Analysis with Missing Data. John Wiley & Sons: New York.
  45. Manjón-Antolín M., Arauzo-Carod J.M. 2008. Firm survival: methods and evidence. Empirica, 35 (1): 1-24 DOI: 10.1007/s10663-007-9048-x
  46. Mata J., Portugal P. 2004. Patterns of entry, post-entry growth and survival: a comparison between domestic and foreign owned firms. Small Business Economics, 22 (3-4): 283-298 DOI: 10.1023/B:SBEJ.0000022219.25772.ca
  47. Mediobanca-Unioncamere. 2011. Le medie imprese industriali italiane. Rapporto dell’indagine annuale sulle medie imprese industriali. Ufficio Studi Mediobanca e Centro Studi di Unioncamere: Milano.
  48. Melitz M. 2003. The impact of trade on intra-industry reallocations and aggregate industry productivity. Econometrica, 71 (6): 1695-1725 DOI: 10.1111/1468-0262.00467
  49. Monducci R., Anitori P., Oropallo F., Pascucci C. 2010. Crisi e ripresa del sistema industriale italiano: tendenze aggregate ed eterogeneità delle imprese. Economia e Politica Industriale, 37 (3): 92-116 DOI: 10.3280/POLI2010-003005
  50. Omiccioli O. 2009. I distretti industriali: prima, dentro e oltre la crisi. Il Ponte, 9: 53-62.
  51. Pavitt K. 1984. Sectoral patterns of technical change: towards a taxonomy and a theory. Research Policy, 13 (6): 343-373 DOI: 10.1016/0048-7333(84)90018-0
  52. Royston P. 2004. Multiple imputation of missing values. Stata Journal, 4 (3): 227-241.
  53. Schary M. 1991. The probability of exit. RAND Journal of Economics, 22 (3): 339-353 DOI: 10.2307/2601051
  54. Steele F. 2005. Event history analysis. NCRM Methods Review Papers NCRM/004.
  55. Strotmann H. 2007. Entrepreneurial survival. Small Business Economics, 28 (1): 87-104 DOI: 10.1007/s11187-005-8859-z
  56. Syverson C. 2004a. Market structure and productivity: a concrete example. Journal of Political Economy, 112 (6): 1181-1222 DOI: 10.1086/424743
  57. Syverson C. 2004b. Product substitutability and productivity dispersion. Review of Economics and Statistics, 86 (2): 534-550 DOI: 10.1162/003465304323031094
  58. Syverson C. 2011. What determines productivity?. Journal of Economic Literature, 49 (2): 326-365 DOI: 10.1257/jel.49.2.326
  59. Van den Berg G.J. 2001. Duration models: specification, identification and multiple durations, in Heckman J.J., Leamer E.E. (eds.) Handbook of Econometrics. Elsevier: Amsterdam.
  60. Varaldo R., Lamberti L. 2009. La grande crisi globale: una sfida per la politica industriale e per le imprese. Economia e Politica Industriale, 36 (1): 9-19 DOI: 10.3280/POLI2009-001002
  61. Wheelock D.C., Wilson P.W. 2000. Why do banks disappear? The determinants of U.S. bank failures and acquisitions. Review of Economics and Statistics, 82 (1): 127-138 DOI: 10.1162/003465300558560

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Marco Mariani, Elena Pirani, Elena Radicchi, La sopravvivenza delle imprese negli anni della crisi: prime evidenze empiriche dalla Toscana in "ECONOMIA E POLITICA INDUSTRIALE " 1/2013, pp 25-52, DOI: 10.3280/POLI2013-001002