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Spatial Agglomeration, Innovation and Firm Survival for Italian Manufacturing Firms

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  • Arnab Bhattacharjee
  • Ornella Maietta
  • Fernanda Mazzotta

Abstract

Innovativeness of a firm improves not only its own survival chances but can also generate externalities on its neighboring firms. We empirically examine the role of agglomeration economies in how innovativeness affects firm survival in Southern Italy, using spatial weights to model spillovers. Spatial Durbin probit model estimates confirm that innovation is a determinant of firm survival not only for firms that are themselves innovative but also ones located close to other innovative firms. Definition of spatial scale and weight plays an important role. Spillover benefits are enhanced by agglomeration economies, but only at a very local scale.

Suggested Citation

  • Arnab Bhattacharjee & Ornella Maietta & Fernanda Mazzotta, 2023. "Spatial Agglomeration, Innovation and Firm Survival for Italian Manufacturing Firms," National Institute of Economic and Social Research (NIESR) Discussion Papers 546, National Institute of Economic and Social Research.
    • Handle: RePEc:nsr:niesrd:546
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    1. Richard Disney & Jonathan Haskel & Ylva Heden, 2003. "Restructuring and productivity growth in uk manufacturing," Economic Journal, Royal Economic Society, vol. 113(489), pages 666-694, July.
    2. Roberto Fontana & Lionel Nesta, 2009. "Product Innovation and Survival in a High-Tech Industry," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 34(4), pages 287-306, June.
    3. Stuart S. Rosenthal & William C. Strange, 2003. "Geography, Industrial Organization, and Agglomeration," The Review of Economics and Statistics, MIT Press, vol. 85(2), pages 377-393, May.
    4. James Lesage & Manfred Fischer, 2008. "Spatial Growth Regressions: Model Specification, Estimation and Interpretation," Spatial Economic Analysis, Taylor & Francis Journals, vol. 3(3), pages 275-304.
    5. A. Varga, 2006. "Spatial Knowledge Spillovers and University Research: Evidence from Austria," Springer Books, in: Innovation, Networks, and Knowledge Spillovers, chapter 10, pages 211-232, Springer.
    6. Michael Greenstone & Richard Hornbeck & Enrico Moretti, 2010. "Identifying Agglomeration Spillovers: Evidence from Winners and Losers of Large Plant Openings," Journal of Political Economy, University of Chicago Press, vol. 118(3), pages 536-598, June.
    7. Beaudry, Catherine & Schiffauerova, Andrea, 2009. "Who's right, Marshall or Jacobs? The localization versus urbanization debate," Research Policy, Elsevier, vol. 38(2), pages 318-337, March.
    8. Ortiz-Villajos, José M. & Sotoca, Sonia, 2018. "Innovation and business survival: A long-term approach," Research Policy, Elsevier, vol. 47(8), pages 1418-1436.
    9. Grégoire Cauchie & Nicolas Gérard Vaillant, 2016. "New Firm Survival: Isolating the Role of Founders’ Human Capital in Accounting for Firm Longevity," Journal of Human Capital, University of Chicago Press, vol. 10(2), pages 186-211.
    10. Luc Anselin & Attila Varga & Zoltan Acs, 2008. "Local Geographic Spillovers Between University Research and High Technology Innovations," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 9, pages 95-121, Edward Elgar Publishing.
    11. Salvatore Farace & Fernanda Mazzotta, 2015. "The effect of human capital and networks on knowledge and innovation in SMEs," Journal of Innovation Economics, De Boeck Université, vol. 0(1), pages 39-71.
    12. Jaffe, Adam B, 1989. "Real Effects of Academic Research," American Economic Review, American Economic Association, vol. 79(5), pages 957-970, December.
    13. Anna M. Ferragina & Giulia Nunziante, 2018. "Are Italian firms performances influenced by innovation of domestic and foreign firms nearby in space and sectors?," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 45(3), pages 335-360, September.
    14. Boris Lokshin & René Belderbos & Martin Carree, 2008. "The Productivity Effects of Internal and External R&D: Evidence from a Dynamic Panel Data Model," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(3), pages 399-413, June.
    15. Luc Anselin & Nancy Lozano-Gracia, 2009. "Errors in variables and spatial effects in hedonic house price models of ambient air quality," Studies in Empirical Economics, in: Giuseppe Arbia & Badi H. Baltagi (ed.), Spatial Econometrics, pages 5-34, Springer.
    16. Grégoire Cauchie & Nicolas Gérard Vaillant, 2016. "New Firm Survival: Isolating the Role of Founders’ Human Capital in Accounting for Firm Longevity," Post-Print hal-02514400, HAL.
    17. Cristiano Antonelli & Pier Paolo Patrucco & Francesco Quatraro, 2011. "Productivity Growth and Pecuniary Knowledge Externalities: An Empirical Analysis of Agglomeration Economies in European Regions," Economic Geography, Taylor & Francis Journals, vol. 87(1), pages 23-50, January.
    18. Anna Ferragina & Fernanda Mazzotta, 2015. "Agglomeration economies in Italy: impact on heterogeneous firms’ exit in a multilevel framework," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 42(4), pages 395-440, December.
    19. Valter Di Giacinto & Matteo Gomellini & Giacinto Micucci & Marcello Pagnini, 2014. "Mapping local productivity advantages in Italy: industrial districts, cities or both?," Journal of Economic Geography, Oxford University Press, vol. 14(2), pages 365-394.
    20. Klier, Thomas & McMillen, Daniel P, 2008. "Clustering of Auto Supplier Plants in the United States," Journal of Business & Economic Statistics, American Statistical Association, vol. 26, pages 460-471.
    21. Baltagi, Badi H. & Feng, Qu & Kao, Chihwa, 2012. "A Lagrange Multiplier test for cross-sectional dependence in a fixed effects panel data model," Journal of Econometrics, Elsevier, vol. 170(1), pages 164-177.
    22. Audretsch, David B & Mahmood, Talat, 1995. "New Firm Survival: New Results Using a Hazard Function," The Review of Economics and Statistics, MIT Press, vol. 77(1), pages 97-103, February.
    23. Karol J Borowiecki, 2015. "Agglomeration economies in classical music," Papers in Regional Science, Wiley Blackwell, vol. 94(3), pages 443-468, August.
    24. Oliviero A. Carboni, 2013. "A spatial analysis of R&D: the role of industry proximity," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 22(8), pages 820-839, November.
    25. Mata, Jose & Portugal, Pedro, 1994. "Life Duration of New Firms," Journal of Industrial Economics, Wiley Blackwell, vol. 42(3), pages 227-245, September.
    26. Woodward, Douglas & Figueiredo, Octavio & Guimaraes, Paulo, 2006. "Beyond the Silicon Valley: University R&D and high-technology location," Journal of Urban Economics, Elsevier, vol. 60(1), pages 15-32, July.
    27. Audretsch, David B., 1995. "Innovation, growth and survival," International Journal of Industrial Organization, Elsevier, vol. 13(4), pages 441-457, December.
    28. Bivand, Roger & Piras, Gianfranco, 2015. "Comparing Implementations of Estimation Methods for Spatial Econometrics," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 63(i18).
    29. Corinne Autant-Bernard & James Lesage & Olivier Parent, 2007. "Firm Innovation Strategies: a Spatial Cohort Multinomial Probit Approach," Annals of Economics and Statistics, GENES, issue 87-88, pages 63-80.
    30. Audretsch, David B & Feldman, Maryann P, 1996. "R&D Spillovers and the Geography of Innovation and Production," American Economic Review, American Economic Association, vol. 86(3), pages 630-640, June.
    31. Giuseppe Arbia & Giuseppe Espa & Diego Giuliani, 2015. "Measurement Errors Arising When Using Distances in Microeconometric Modelling and the Individuals’ Position Is Geo-Masked for Confidentiality," Econometrics, MDPI, vol. 3(4), pages 1-10, October.
    32. Paola Cardamone, 2017. "A Spatial Analysis of the R&D-Productivity Nexus at Firm Level," Growth and Change, Wiley Blackwell, vol. 48(3), pages 313-335, September.
    33. Hyytinen, Ari & Pajarinen, Mika & Rouvinen, Petri, 2015. "Does innovativeness reduce startup survival rates?," Journal of Business Venturing, Elsevier, vol. 30(4), pages 564-581.
    34. Richard E. Caves, 1998. "Industrial Organization and New Findings on the Turnover and Mobility of Firms," Journal of Economic Literature, American Economic Association, vol. 36(4), pages 1947-1982, December.
    35. Sergio Mariotti & Lucia Piscitello & Stefano Elia, 2010. "Spatial agglomeration of multinational enterprises: the role of information externalities and knowledge spillovers," Journal of Economic Geography, Oxford University Press, vol. 10(4), pages 519-538, July.
    36. Sergio Destefanis, 2001. "Differenziali Territoriali di Produttivita' ed Efficienza negli Anni '90: i Livelli e l'Andamento," CELPE Discussion Papers 59, CELPE - CEnter for Labor and Political Economics, University of Salerno, Italy.
    37. Roberto Basile & Rosanna Pittiglio & Filippo Reganati, 2017. "Do agglomeration externalities affect firm survival?," Regional Studies, Taylor & Francis Journals, vol. 51(4), pages 548-562, April.
    38. Kwok Tong Soo, 2018. "Innovation across cities," Journal of Regional Science, Wiley Blackwell, vol. 58(2), pages 295-314, March.
    39. Marco Lamieri & Ilaria Sangalli, 2013. "Produttivit? e innovazione: un approccio spaziale," ECONOMIA E POLITICA INDUSTRIALE, FrancoAngeli Editore, vol. 2013(2), pages 67-89.
    40. J. Elhorst, 2010. "Applied Spatial Econometrics: Raising the Bar," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(1), pages 9-28.
    41. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    42. repec:adr:anecst:y:2007:i:87-88:p:04 is not listed on IDEAS
    43. A. Bhattacharjee & C. Higson & S. Holly & P. Kattuman, 2009. "Macroeconomic Instability and Business Exit: Determinants of Failures and Acquisitions of UK Firms," Economica, London School of Economics and Political Science, vol. 76(301), pages 108-131, February.
    44. Davide Piacentino & Martina Aronica & Diego Giuliani & Andrea Mazzitelli & Maria Francesca Cracolici, 2021. "The effect of agglomeration economies and geography on the survival of accommodation businesses in Sicily," Spatial Economic Analysis, Taylor & Francis Journals, vol. 16(2), pages 176-193, April.
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    Cited by:

    1. Shuguang Liu & Jiayi Wang & Yin Long, 2023. "Research into the Spatiotemporal Characteristics and Influencing Factors of Technological Innovation in China’s Natural Gas Industry from the Perspective of Energy Transition," Sustainability, MDPI, vol. 15(9), pages 1-34, April.

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    More about this item

    Keywords

    Firm survival; Spatial models; Innovation; Spillovers; Southern Italian SMEs;
    All these keywords.

    JEL classification:

    • L20 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - General
    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • C41 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Duration Analysis; Optimal Timing Strategies

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