Spatial patterns and determinants of firm exit: an empirical analysis on France

The Annals of Regional Science - Tập 62 - Trang 99-118 - 2018
Giuseppe Arcuri1, Marc Brunetto1, Nadine Levratto1
1EconomiX CNRS, Université Paris Nanterre, Nanterre Cedex, France

Tóm tắt

The purpose of this research is to study the role of spatial agglomeration economies as drivers of firm exit in France over the period 2009–2013 by focusing on two regional variables (local financial development and local specialization). The spatial autocorrelation detected in the data leads us to apply spatial econometric techniques (Spatial Dynamic Panel models and spatial GMM) that permit us to control the estimation of spatial spillover effects. Our results show that firm exit is significantly influenced by positive spatial autocorrelation. Therefore, locations with high exit rates tend to be surrounded by similar ones. However, this phenomenon differs according to the period. In addition, we find that greater local financial development reduces the exit rate in a department, whereas local specialization seems not to exert any effect.

Tài liệu tham khảo

Agarwal S, Hauswald R (2010) Distance and private information in lending. Rev Financ Stud 23(7):2758–2788 Amorim Varum C, Rocha VC (2012) The effect of crises on firm exit and the moderating effect of firm size. Econ Lett 114(1):94–97 Arcuri G, Levratto N (2018) Early stage SMEs bankruptcy, does local banking market matter? Small Bus Econ. https://doi.org/10.1007/s11187-018-0042-4 Arcuri G, Brunetto M, Levratto N (2019) La répartition spatiale des cessations d’entreprises – Une analyse des départements français après la crise. Rev Econ Reg Urb (2019/1, forthcoming) Arellano M, Bover O (1995) Another look at the instrumental variable estimation of error-components models. J Econom 68:29–51 Armington C, Acs Z (2010) The determinants of regional variation in new firm formation. Reg Stud 36(1):33–45 Audretsch DB (1995) Innovation and industry evolution. MIT Press, Cambridge Audretsch DB, Feldman MP (1996) R&D spillovers and the geography of innovation and production. Am Econ Rev 86(3):630–640 Audretsch DB, Fritsch M (2002) Growth regimes over time and space. Reg Stud 36(2):113–124 Audretsch DB, Mahmood T (1995) New firm survival: new results using a hazard function. Rev Econ Stat 77(1):97–103 Audretsch DB, Vivarelli M (1995) New-firm formation in Italy: a first report. Econ Lett 48(1):77–81 Audretsch DB, Dohse D, Niebuhr A (2015) Regional unemployment structure and new firm formation. Pap Reg Sci 94(S1):115–138 Autant-Bernard C (2001a) The geography of knowledge spillovers and technological proximity. Econ Innov New Technol 10(4):237–254 Autant-Bernard C (2001b) Science and knowledge flows: evidence from the French case. Res Policy 30(7):1069–1078 Baldwin JR, Gorecki PK (1991) Firm entry and exit in the Canadian Manufacturing Sector, 1970–1982. Can J Econ 24(2):300–323 Bartelsman E, Scarpetta S, Schivardi F (2005) Comparative analysis of firm demographics and survival: evidence from micro-level sources in OECD countries. Ind Corp Chang 14(3):365–391 Beaudry C, Schiffauerova A (2009) Who’s right, Marshall or Jacobs? The localization versus urbanization debate. Res Policy 38(2):318–337 Bellotti F, Hughes G, Piano Mortari A (2017) Spatial panel-data models using Stata. Stata J 17(1):139–180 Blanchard P, Huiban JP, Mathieu C (2012) The determinants of firm exit in the French food industries. Rev Agric Environ Stud 93(2):193–212 Blundell RW, Bond SR (1998) Initial conditions and moment restrictions in dynamic panel data models. J Econom 87:115–143 Bonnet J, Dejardin M, Cieply S (2005) Financial constraints on new firms: looking for regional disparities. Bruss Econ Rev 48(3):217–246 Bouayad-Agha S, Védrine S (2010) Estimation strategies for a spatial dynamic panel using GMM. A new approach to the convergence issue of European regions. Spat Econ Anal 5(1):205–227 Breitenecker RJ, Schwarz EJ (2011) Detecting spatial heterogeneity in predictors of firm start-up activity of Austria with geographically weighted regression. Int J Entrep Small Bus 12(3):290–299 Buehler S, Kaiser C, Jaeger F (2012) The geographic determinants of bankruptcy: evidence from Switzerland. Small Bus Econ 39(1):231–251 Cainelli G, Montresor S, Marzetti VM (2014) Spatial agglomeration and firm exit: a spatial dynamic analysis for Italian provinces. Small Bus Econ 43(1):213–228 Calá CD, Miguel MA, Arauzo-Carod JM (2016) Regional determinants of firm entry in a developing country. Pap Reg Sci 95(2):259–279 Cariola A, La Rocca M, La Rocca T (2010) The influence of local institutional differences on the capital structure of SMEs: evidence from Italy. Int Small Bus J 28(3):234–257 Carree M, Thurik R (1996) Entry and exit in retailing: incentives, barriers, displacement and replacement. Rev Ind Organ 11(2):155–172 Carree M, Verheul I, Santarelli E (2011) Sectoral patterns of firm exit in Italian provinces. J Evol Econ 21(3):499–517 Cefis E, Marsili O (2012) Going, going, gone. Exit forms and the innovative capabilities of firms. Res Pol 41(5):795–807 Cliff AD, Ord JK (1981) Spatial processes: models and applications. Pion Limited, London Coad A, Rao R (2008) Innovation and firm growth in high-tech sectors: a quantile regression approach. Res Pol 37(4):633–648 Combes P, Duranton G, Gobillon L, Puga D, Roux S (2012) The productivity advantages of large cities: distinguishing agglomeration from firm selection. Econometrics 80(6):2543–2594 Cooke P (2002) Knowledge economies. Clusters, learning and cooperative advantage. Routledge Stud Int Bus World Econ 26(xii):218 De Graaff T, van Montfort CAGM, Nijkamp P (2006) Spatial effects and non-linearity in spatial regression models: simulation results for several misspecification tests. In: Reggiani A, Nijkamp P (eds) Spatial dynamics, networks and modelling. Edward Elgar, Cheltenham, pp 91–117 Dejardin M (2004) Sectoral and cross-sectoral effects of retailing firm demographies. Ann Reg Sci 38(2):331–334 Deloof M, La Rocca M (2015) Local financial development and the trade credit policy of Italian SMEs. Small Bus Econ 44(4):905–924 Dolignon C (2011) Facteurs explicatifs des évolutions récentes des défaillances d’entreprises : une analyse économétrique. Trésor-Eco 84 Dunne T, Roberts MJ, Samuelson L (1988) Patterns of firm entry and exit in U.S. manufacturing industries. RAND J Econ 19(4):495 Elhorst JP (2010) Spatial panel data models. Springer, Heidelberg, pp 377–407 Euler Hermes (2017) Insolvencies: the tip of the iceberg. Special focus on state owned enterprises around the world. Economic Outlook no. 1230-1231. http://www.eulerhermes.no/no/economic-research/economic-publications/Documents/Economic-outlook-insolvencies-the-tip-of-the-iceberg-jan-17.pdf. Accessed 29 Nov 2018 Fotopoulos G, Louri H (2000) Location and survival of new entry. Small Bus Econ 14(4):311–321 Fougère D, Golfier C, Horny G, Kremp E (2013) Quel a été l’impact de la crise de 2008 sur la défaillance des entreprises? Écon Stat 462(463):69–97 Fritsch M, Schroeter A (2011) Why does the effect of new business formation differ across regions? Small Bus Econ 36(4):383–400 Fritsch M, Brixy U, Falck O (2006) The effect of industry, region, and time on new business survival: a multi-dimensional analysis. Rev Ind Organ 28(3):285–306 Fritsch M, Noseleit F, Schindele Y (2011) Micro-level evidence on the survival of German manufacturing industries: a multidimensional analysis (refereed paper). In: ERSA conference papers ersa10p549. European Regional Science Association Gagliardi F (2009) Financial development and the growth of cooperative firms. Small Bus Econ 32(4):439–464 Garsaa A, Levratto N (2016) Does the employment growth rate depend on the local context? An analysis of French establishments over the 2004–2010 period. Rev Econ Ind 153(1):47–89 Gerlach K, Wagner J (1994) Regional differences in small firm entry in manufacturing industries: lower Saxony, 1979–1991. Entrep Reg Dev 6(1):63–80 Geroski PA (1995) The growth of firms in theory and in practice. London Business School, London Geroski PA (2005) Understanding the implications of empirical work on corporate growth rates. Manag Decis Econ 26(2):129–138 Gibbons S, Overman HG (2012) Mostly pointless spatial econometrics?. J Reg Sci 52(2):172–191 Giovannini A, Iacopetta M, Minetti R (2013) Financial markets, banks, and growth: disentangling the links. Revue de l’OFCE 131(5):105–147 Glaeser E, Kallal H, Scheinkman J, Shleifer A (1992) Growth in cities. J Pol Econ 100(6):1126–1152 Grilli L, Piva E, Lamastra CR (2010) Firm dissolution in high-tech sectors: an analysis of closure and M&A. Econ Lett 109(1):14–16 Guiso L, Sapienza P, Zingales L (2004) Does local financial development matter? Q J Econ 119(3):929–969 Harada N (2007) Which firms exit and why? An analysis of small firm exits in Japan. Small Bus Econ 29(4):401–414 Harhoff D, Stahl K, Woywode M (1998) Legal form, growth and exits of West German firms—empirical results for manufacturing, construction, trade and service industries. J Ind Econ 46(4):453–488 Higano Y, Shibusawa H (1999) Agglomeration diseconomies of traffic congestion and agglomeration economies of interaction in the information-oriented city. J Reg Sci 39(1):21–49 Hilico C, Poulos D (2004) Les départements métropolitains : similitudes et oppositions socio-économiques, INSEE Première, N° 943 – January. https://www.epsilon.insee.fr/jspui/bitstream/1/334/1/ip943.pdf Huiban JP (2011) The spatial demography of new plants: urban creation and rural survival. Small Bus Econ 37(1):73–86 Jofre-Monseny J, Marin-Lopez R, Viladecans-Marsal E (2011) The mechanisms of agglomeration: evidence from the effect of inter-industry relations on the location of new firms. J Urban Econ 70(2):61–74 Johnson P, Parker S (1994) The interrelationships between births and deaths. Small Bus Econ 6(4):283–290 Johnson P, Parker S (1996) Spatial variations in the determinants and effects of firm births and deaths. Reg Stud 30(7):679–688 Karlsson C, Klaesson J, Öner Ö (2015) Regional Characteristics and the Survival of New Firms. 55th Congress of the European Regional Science Association: “World Renaissance: Changing roles for people and places”, 25–28 August 2015, Lisbon, Portugal Keeble D, Walker S (1994) New firms, small firms and dead firms: spatial patterns and determinants in the United Kingdom. Reg Stud 28(4):411–427 Kendall J (2012) Local financial development and growth. J Bank Financ 36(5):1548–1562 Lee LF, Yu J (2010) Some recent developments in spatial panel data models. Reg Sci Urban Econ 40(5):255–271 Levine R (1998) The legal environment, banks, and long-run economic growth. J Money Credit Bank 30(3):596–613 Levine R, Loayza N, Beck T (2000) Financial intermediation and growth: causality and causes. J Monet Econ 46(1):31–77 McCann P, Ortega-Argilés R (2017) Smart specialization, regional growth and applications to European Union Cohesion Policy. Reg Stud 49(8):1291–1302 Nyström K (2007a) An industry disaggregated analysis of the determinants of regional entry and exit. Ann Reg Sci 41(4):877–896 Nyström K (2007b) Patterns and determinants of entry and exit in industrial sectors in Sweden. J Int Entrep 5(3–4):85–110 Pellenbarg PH, Van Steen PJM (2003) Spatial perspectives on firm dynamics in the Netherlands. Tijdschrift voor Economische en Sociale Geografie 94(5):620–630 Piacentino D, Espa G, Filipponi D, Giuliani D (2017) Firm demography and regional development: evidence from Italy. Growth Change 48(3):359–389 Plummer LA (2010) Spatial dependence in entrepreneurship research: challenges and methods. Organ Res Methods 13(1):146–175 Plummer LA, Pe’er A (2010) The geography of entrepreneurship. In: Acs ZJ, Audretsch DB (eds) Handbook of entrepreneurship research. International Handbook Series on Entrepreneurship. Springer, New York, pp 519–556 Pollard JS (2003) Small firm finance and economic geography. J Econ Geogr 3(4):429–452 Porter ME (1998) Clusters and the new economics of competition. Harvard Bus Rev 76(6):77–90 Rajan RG, Zingales L (1998) Financial dependence and growth. Am Econ Rev 88(3):559–586 Roodman D (2009) How to do xtabond2: an introduction to difference and system GMM in Stata. Stata J 9(1):86–136 Rosenthal SS, Strange WC (2001) The determinants of agglomeration. J Urban Econ 50(2):191–229 Santarelli E, Vivarelli M (2007) Entrepreneurship and the process of firms’ entry, survival and growth. Ind Corp Chang 16(3):455–488 Sensier M, Bristow G, Healy A (2016) Measuring regional economic resilience across Europe: operationalizing a complex concept. Spat Econ Anal 11(2):128–151 Staber U (2001) Spatial proximity and firm survival in a declining industrial district: the Case of Knitwear Firms in Baden-Württemberg. Reg Stud 35(4):329–341 Su L, Yang Z (2007) QML estimation of dynamic panel data models with spatial errors. Paper presented at the first world conference of the spatial econometrics association, July 11–14, 2007, Cambridge Tabuchi T (1998) Urban agglomeration and dispersion: a synthesis of Alonso and Krugman. J Urban Econ 44(3):333–351 Van Wissen LJG (2002) Demography of the firm: a useful metaphor? Eur J Popul 18(3):263–279 Vitali S, Battiston S, Gallegati M (2016) Financial fragility and distress propagation in a network of regions. J Econ Dyn Control 62:56–75 Weterings A, Marsili O (2015) Spatial concentration of industries and new firm exits: does this relationship differ between exits by closure and by M&A? Reg Stud 49(1):44–58