IDEAS home Printed from https://ideas.repec.org/a/taf/japsta/v44y2017i9p1560-1575.html
   My bibliography  Save this article

A spatial analysis of health and pharmaceutical firm survival

Author

Listed:
  • Giuseppe Arbia
  • Giuseppe Espa
  • Diego Giuliani
  • Rocco Micciolo

Abstract

The presence of knowledge spillovers and shared human capital is at the heart of the Marhall–Arrow–Romer externalities hypothesis. Most of the earlier empirical contributions on knowledge externalities; however, considered data aggregated at a regional level so that conclusions are based on the arbitrary definition of jurisdictional spatial units: this is the essence of the so-called modifiable areal unit problem. A second limitation of these studies is constituted by the fact that, somewhat surprisingly, while concentrating on the effects of agglomeration on firm creation and growth, the literature has, conversely, largely ignored its effects on firm survival. The present paper aims at contributing to the existing literature by answering to some of the open methodological questions reconciling the literature of Cox proportional hazards model with that on point pattern and thus capturing the true nature of spatial information. We also present some empirical results based on Italian firm demography data collected and managed by the Italian National Institute of Statistics (ISTAT).

Suggested Citation

  • Giuseppe Arbia & Giuseppe Espa & Diego Giuliani & Rocco Micciolo, 2017. "A spatial analysis of health and pharmaceutical firm survival," Journal of Applied Statistics, Taylor & Francis Journals, vol. 44(9), pages 1560-1575, July.
  • Handle: RePEc:taf:japsta:v:44:y:2017:i:9:p:1560-1575
    DOI: 10.1080/02664763.2016.1214249
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1080/02664763.2016.1214249
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1080/02664763.2016.1214249?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Pierre-Philippe Combes & Thierry Mayer & Jacques-François Thisse, 2008. "Economic Geography: The Integration of Regions and Nations," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-00311000, HAL.
    3. Julian Besag & Peter J. Diggle, 1977. "Simple Monte Carlo Tests for Spatial Pattern," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 26(3), pages 327-333, November.
    4. 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.
    5. De Silva, Dakshina G. & McComb, Robert P., 2012. "Geographic concentration and high tech firm survival," Regional Science and Urban Economics, Elsevier, vol. 42(4), pages 691-701.
    6. Glaeser, Edward L & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1992. "Growth in Cities," Journal of Political Economy, University of Chicago Press, vol. 100(6), pages 1126-1152, December.
      • Edward L. Glaeser & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1991. "Growth in Cities," NBER Working Papers 3787, National Bureau of Economic Research, Inc.
      • Glaeser, Edward Ludwig & Kallal, Hedi D. & Scheinkman, Jose A. & Shleifer, Andrei, 1992. "Growth in Cities," Scholarly Articles 3451309, Harvard University Department of Economics.
    7. A Getis, 1984. "Interaction Modeling Using Second-Order Analysis," Environment and Planning A, , vol. 16(2), pages 173-183, February.
    8. Constance E. Helfat & Marvin B. Lieberman, 2002. "The birth of capabilities: market entry and the importance of pre-history," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 11(4), pages 725-760, August.
    9. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    10. Henderson, J. Vernon, 2003. "Marshall's scale economies," Journal of Urban Economics, Elsevier, vol. 53(1), pages 1-28, January.
    11. 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.
    12. Udo Staber, 2001. "Spatial Proximity and Firm Survival in a Declining Industrial District: The Case of Knitwear Firms in Baden-Wu¨rttemberg," Regional Studies, Taylor & Francis Journals, vol. 35(4), pages 329-341.
    13. J. Myles Shaver & Fredrick Flyer, 2000. "Agglomeration economies, firm heterogeneity, and foreign direct investment in the United States," Strategic Management Journal, Wiley Blackwell, vol. 21(12), pages 1175-1193, December.
    14. Folta, Timothy B. & Cooper, Arnold C. & Baik, Yoon-suk, 2006. "Geographic cluster size and firm performance," Journal of Business Venturing, Elsevier, vol. 21(2), pages 217-242, March.
    15. Dunne, Timothy & Klimek, Shawn D. & Roberts, Mark J., 2005. "Exit from regional manufacturing markets: The role of entrant experience," International Journal of Industrial Organization, Elsevier, vol. 23(5-6), pages 399-421, June.
    16. Mansfield, Edwin, 1995. "Academic Research Underlying Industrial Innovations:," The Review of Economics and Statistics, MIT Press, vol. 77(1), pages 55-65, February.
    17. Hopenhayn, Hugo A, 1992. "Entry, Exit, and Firm Dynamics in Long Run Equilibrium," Econometrica, Econometric Society, vol. 60(5), pages 1127-1150, September.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Juan Tomas Sayago-Gomez & Adam Nowak, 2016. "What is Near and Recent in Crime for a Homeowner? The Cases of Denver and Seattle," Working Papers Working Paper 2016-01, Regional Research Institute, West Virginia University.
    2. Bernadette Power & Justin Doran & Geraldine Ryan, 2019. "The effect of agglomeration economies on firm deaths: A comparison of firm and regional based approaches," Urban Studies, Urban Studies Journal Limited, vol. 56(16), pages 3358-3374, December.
    3. Riccardo Gianluigi Serio & Maria Michela Dickson & Diego Giuliani & Giuseppe Espa, 2020. "Green production as a factor of survival for innovative startups. Evidence from Italy," Papers 2005.12102, arXiv.org.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. De Silva, Dakshina G. & McComb, Robert P., 2011. "Geographic concentration and firm survival," MPRA Paper 32906, University Library of Munich, Germany.
    2. De Silva, Dakshina G. & McComb, Robert P., 2012. "Geographic concentration and high tech firm survival," Regional Science and Urban Economics, Elsevier, vol. 42(4), pages 691-701.
    3. Giuseppe Arbia & Giuseppe Espa & Diego Giuliani & Maria Michela Dickson, 2017. "Effects of missing data and locational errors on spatial concentration measures based on Ripley’s K-function," Spatial Economic Analysis, Taylor & Francis Journals, vol. 12(2-3), pages 326-346, July.
    4. Aviad Pe'er & Ilan Vertinsky & Thomas Keil, 2016. "Growth and survival: The moderating effects of local agglomeration and local market structure," Strategic Management Journal, Wiley Blackwell, vol. 37(3), pages 541-564, March.
    5. Guo, Di & Jiang, Kun & Xu, Chenggang & Yang, Xiyi, 2023. "Geographic clusters, regional productivity and resource reallocation across firms: Evidence from China," Research Policy, Elsevier, vol. 52(2).
    6. Pe'er, Aviad & Keil, Thomas, 2013. "Are all startups affected similarly by clusters? Agglomeration, competition, firm heterogeneity, and survival," Journal of Business Venturing, Elsevier, vol. 28(3), pages 354-372.
    7. Dakshina G. De Silva & Timothy P. Hubbard & Robert P. McComb & Anita R. Schiller, 2017. "Entry, growth and survival in the green industry," Regional Studies, Taylor & Francis Journals, vol. 51(12), pages 1774-1785, December.
    8. Li, Dongya & Lu, Yi & Wu, Mingqin, 2012. "Industrial agglomeration and firm size: Evidence from China," Regional Science and Urban Economics, Elsevier, vol. 42(1-2), pages 135-143.
    9. Martin, Philippe & Mayer, Thierry & Mayneris, Florian, 2011. "Spatial concentration and plant-level productivity in France," Journal of Urban Economics, Elsevier, vol. 69(2), pages 182-195, March.
    10. Frank G. van Oort & Martijn J. Burger & Joris Knoben & Otto Raspe, 2012. "Multilevel Approaches And The Firm-Agglomeration Ambiguity In Economic Growth Studies," Journal of Economic Surveys, Wiley Blackwell, vol. 26(3), pages 468-491, July.
    11. Katiuscia Lavoratori & Davide Castellani, 2021. "Too close for comfort? Microgeography of agglomeration economies in the United Kingdom," Journal of Regional Science, Wiley Blackwell, vol. 61(5), pages 1002-1028, November.
    12. Hervas-Oliver,Jose-Luis & Sempere-Ripoll,Francisca, 2014. "Agglomerations and firm performance: how does it work, who benefits and how much?," INGENIO (CSIC-UPV) Working Paper Series 201411, INGENIO (CSIC-UPV), revised 01 Dec 2014.
    13. Baldwin, John R. Beckstead, Desmond Brown, W. Mark Rigby, David, 2007. "Urban Economies and Productivity," Economic Analysis (EA) Research Paper Series 2007045e, Statistics Canada, Analytical Studies Branch.
    14. Henry Renski, 2015. "Externalities or Experience? Localization Economies and Start-up Business Survival," Growth and Change, Wiley Blackwell, vol. 46(3), pages 458-480, September.
    15. Arbia, Giuseppe & Espa, Giuseppe & Giuliani, Diego & Dickson, Maria Michela, 2014. "Spatio-temporal clustering in the pharmaceutical and medical device manufacturing industry: A geographical micro-level analysis," Regional Science and Urban Economics, Elsevier, vol. 49(C), pages 298-304.
    16. 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.
    17. Roos K. Andadari & Henri L.F. de Groot & Piet Rietveld, 2012. "Production Externalities in the Wood Furniture Industry in Central Java," Tinbergen Institute Discussion Papers 12-072/3, Tinbergen Institute.
    18. Andrew Perumal, 2017. "42 Years of Urban Growth and Industry Composition," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 45(2), pages 133-147, June.
    19. Ashish Arora & Michelle Gittelman & Sarah Kaplan & John Lynch & Will Mitchell & Nicolaj Siggelkow & Juan Alcácer & Minyuan Zhao, 2016. "Zooming in: A practical manual for identifying geographic clusters," Strategic Management Journal, Wiley Blackwell, vol. 37(1), pages 10-21, January.
    20. Otto Raspe & Frank Van Oort, 2014. "Entrepreneurial opportunity in innovative urban environments," Chapters, in: Charlie Karlsson & Börje Johansson & Kiyoshi Kobayashi & Roger R. Stough (ed.), Knowledge, Innovation and Space, chapter 2, pages 29-50, Edward Elgar Publishing.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:taf:japsta:v:44:y:2017:i:9:p:1560-1575. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/CJAS20 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.