IDEAS home Printed from https://ideas.repec.org/a/spr/anresc/v70y2023i2d10.1007_s00168-022-01152-8.html
   My bibliography  Save this article

Firm growth in the Portuguese footwear industry: the location dilemma

Author

Listed:
  • Rolando Vaz

    (University of Vigo)

Abstract

The purpose of this paper is to empirically address the relationship between regional firm density and the growth of firms in the Portuguese footwear industry. Although 80% of the firms belonging to this cluster are mainly geographically concentrated in two poles, we find that location is not significantly correlated with growth. To understand our disparate results on location, we adopted a graphical criterion to separate firms into two groups, taking firms surrounded by 200 firms as a threshold. We fit a separate linear regression for these two subsets of data to find that there exist two different patterns for regional firm density: location is negatively correlated with growth for the group of firms surrounded by less than 200 firms and positively correlated for the group surrounded by more than 200 firms. This allows us to propose a suggestive explanation: firms surrounded by few firms have more access to resources and can grow fast, whereas firms within a cluster are benefited from the location externalities. Our findings are relevant to guide entrepreneurs wishing to start a new business in this industry, and to Portuguese policymakers to draw public policies aimed to affect entrepreneurs’ location decisions in this sector through subsidies and incentives.

Suggested Citation

  • Rolando Vaz, 2023. "Firm growth in the Portuguese footwear industry: the location dilemma," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 70(2), pages 407-427, April.
  • Handle: RePEc:spr:anresc:v:70:y:2023:i:2:d:10.1007_s00168-022-01152-8
    DOI: 10.1007/s00168-022-01152-8
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s00168-022-01152-8
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s00168-022-01152-8?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Guariglia, Alessandra & Liu, Xiaoxuan & Song, Lina, 2011. "Internal finance and growth: Microeconometric evidence on Chinese firms," Journal of Development Economics, Elsevier, vol. 96(1), pages 79-94, September.
    2. Alex Coad, 2007. "Firm Growth: a Survey," Post-Print halshs-00155762, HAL.
    3. Frédéric Delmar & Johan Wiklund, 2008. "The Effect of Small Business Managers’ Growth Motivation on Firm Growth: A Longitudinal Study," Entrepreneurship Theory and Practice, , vol. 32(3), pages 437-457, May.
    4. Evans, David S, 1987. "The Relationship between Firm Growth, Size, and Age: Estimates for 100 Manufacturing Industries," Journal of Industrial Economics, Wiley Blackwell, vol. 35(4), pages 567-581, June.
    5. Akin Fadahunsi, 2012. "The Growth of Small Businesses: Towards A Research Agenda," American Journal of Economics and Business Administration, Science Publications, vol. 4(1), pages 105-115, March.
    6. Francesca Lotti & Enrico Santarelli & Marco Vivarelli, 2009. "Defending Gibrat’s Law as a long-run regularity," Small Business Economics, Springer, vol. 32(1), pages 31-44, January.
    7. Alex Coad & Sven-Olov Daunfeldt & Daniel Halvarsson, 2018. "Bursting into life: firm growth and growth persistence by age," Small Business Economics, Springer, vol. 50(1), pages 55-75, January.
    8. Parker,Simon C., 2009. "The Economics of Entrepreneurship," Cambridge Books, Cambridge University Press, number 9780521728355, March.
    9. Zoltan J. Acs & Catherine Armington, 2008. "The Impact of Geographic Differences in Human Capital on Service Firm Formation Rates," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 19, pages 244-278, Edward Elgar Publishing.
    10. Martina Lawless, 2014. "Age or size? Contributions to job creation," Small Business Economics, Springer, vol. 42(4), pages 815-830, April.
    11. Cabral, Luis, 1995. "Sunk Costs, Firm Size and Firm Growth," Journal of Industrial Economics, Wiley Blackwell, vol. 43(2), pages 161-172, June.
    12. Luís M B Cabral & José Mata, 2003. "On the Evolution of the Firm Size Distribution: Facts and Theory," American Economic Review, American Economic Association, vol. 93(4), pages 1075-1090, September.
    13. Variyam, Jayachandran N. & Kraybill, David S., 1992. "Empirical evidence on determinants of firm growth," Economics Letters, Elsevier, vol. 38(1), pages 31-36, January.
    14. Miroslav Mateev & Yanko Anastasov, 2010. "Determinants of small and medium sized fast growing enterprises in central and eastern Europe: a panel data analysis," Financial Theory and Practice, Institute of Public Finance, vol. 34(3), pages 269-295.
    15. Zélia Serrasqueiro & Paulo Maçãs Nunes & João Leitão & Manuel Armada, 2010. "Are there non-linearities between SME growth and its determinants? A quantile approach," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(4), pages 1071-1108, August.
    16. Gerke J. Hoogstra & Jouke van Dijk, 2004. "Explaining Firm Employment Growth: Does Location Matter?," Small Business Economics, Springer, vol. 22(3_4), pages 179-192, April.
    17. Lee, Chang-Yang, 2009. "Do firms in clusters invest in R&D more intensively? Theory and evidence from multi-country data," Research Policy, Elsevier, vol. 38(7), pages 1159-1171, September.
    18. D.B. Audretsch & L. Klomp & E. Santarelli & A.R. Thurik, 2004. "Gibrat's Law: Are the Services Different?," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 24(3), pages 301-324, May.
    19. Lee, Chang-Yang, 2018. "Geographical clustering and firm growth: Differential growth performance among clustered firms," Research Policy, Elsevier, vol. 47(6), pages 1173-1184.
    20. Almus, Matthias & Nerlinger, Eric A, 1999. "Growth of New Technology-Based Firms: Which Factors Matter?," Small Business Economics, Springer, vol. 13(2), pages 141-154, September.
    21. Per Davidsson & Bruce Kirchhoff & Abdulnasser Hatemi–j & Helena Gustavsson, 2002. "Empirical Analysis of Business Growth Factors Using Swedish Data," Journal of Small Business Management, Taylor & Francis Journals, vol. 40(4), pages 332-349, October.
    22. Robert E. Lucas Jr., 1978. "On the Size Distribution of Business Firms," Bell Journal of Economics, The RAND Corporation, vol. 9(2), pages 508-523, Autumn.
    23. Paulo Nunes & Marco Gonçalves & Zélia Serrasqueiro, 2013. "The influence of age on SMEs’ growth determinants: empirical evidence," Small Business Economics, Springer, vol. 40(2), pages 249-272, February.
    24. Davidsson, Per & Achtenhagen, Leona & Naldi, Lucia, 2010. "Small Firm Growth," Foundations and Trends(R) in Entrepreneurship, now publishers, vol. 6(2), pages 69-166, May.
    25. Parker,Simon C., 2009. "The Economics of Entrepreneurship," Cambridge Books, Cambridge University Press, number 9780521899604, March.
    26. Cuervo-Cazurra, Álvaro & de Holan, Pablo Martin & Sanz, Luis, 2014. "Location advantage: Emergent and guided co-evolutions," Journal of Business Research, Elsevier, vol. 67(4), pages 508-515.
    27. Vaz, Rolando, 2021. "Firm Growth: A review of the empirical literature," Revista Galega de Economía, University of Santiago de Compostela. Faculty of Economics and Business., vol. 30(2), pages 1-20.
    28. Ajit Singh & Geoffrey Whittington, 1975. "The Size and Growth of Firms," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 42(1), pages 15-26.
    29. Rahaman, Mohammad M., 2011. "Access to financing and firm growth," Journal of Banking & Finance, Elsevier, vol. 35(3), pages 709-723, March.
    30. Dean Shepherd & Johan Wiklund, 2009. "Are we Comparing Apples with Apples or Apples with Oranges? Appropriateness of Knowledge Accumulation across Growth Studies," Entrepreneurship Theory and Practice, , vol. 33(1), pages 105-123, January.
    31. 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.
    32. Kolvereid, Lars, 1992. "Growth aspirations among Norwegian entrepreneurs," Journal of Business Venturing, Elsevier, vol. 7(3), pages 209-222, May.
    33. Wonglimpiyarat, Jarunee, 2016. "Government policies towards Israel's high-tech powerhouse," Technovation, Elsevier, vol. 52, pages 18-27.
    34. Piergiuseppe Morone & Giuseppina Testa, 2008. "Firms Growth, Size And Innovation An Investigation Into The Italian Manufacturing Sector," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 17(4), pages 311-329.
    35. 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.
    36. Duschl, Matthias & Schimke, Antje & Brenner, Thomas & Luxen, Dennis, 2011. "Firm growth and the spatial impact of geolocated external factors: Empirical evidence for German manufacturing firms," Working Paper Series in Economics 36, Karlsruhe Institute of Technology (KIT), Department of Economics and Management.
    37. Altenburg, Tilman & Meyer-Stamer, JORG, 1999. "How to Promote Clusters: Policy Experiences from Latin America," World Development, Elsevier, vol. 27(9), pages 1693-1713, September.
    38. Nichter, Simeon & Goldmark, Lara, 2009. "Small Firm Growth in Developing Countries," World Development, Elsevier, vol. 37(9), pages 1453-1464, September.
    39. Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-670, May.
    40. Becchetti, Leonardo & Trovato, Giovanni, 2002. "The Determinants of Growth for Small and Medium Sized Firms: The Role of the Availability of External Finance," Small Business Economics, Springer, vol. 19(4), pages 291-306, December.
    41. David B. Audretsch & Dirk Dohse, 2007. "Location: A Neglected Determinant of Firm Growth," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 143(1), pages 79-107, April.
    42. Delmar, Frederic & Davidsson, Per & Gartner, William B., 2003. "Arriving at the high-growth firm," Journal of Business Venturing, Elsevier, vol. 18(2), pages 189-216, March.
    43. Coad, Alex & Segarra, Agustí & Teruel, Mercedes, 2016. "Innovation and firm growth: Does firm age play a role?," Research Policy, Elsevier, vol. 45(2), pages 387-400.
    44. McPherson, Michael A., 1996. "Growth of micro and small enterprises in southern Africa," Journal of Development Economics, Elsevier, vol. 48(2), pages 253-277, March.
    45. Natália Barbosa & Vasco Eiriz, 2011. "Regional Variation of Firm Size and Growth: The Portuguese Case," Growth and Change, Wiley Blackwell, vol. 42(2), pages 125-158, June.
    46. Hall, Bronwyn H, 1987. "The Relationship between Firm Size and Firm Growth in the U.S. Manufacturing Sector," Journal of Industrial Economics, Wiley Blackwell, vol. 35(4), pages 583-606, June.
    47. Alex Coad & Jaganaddha Tamvada, 2012. "Firm growth and barriers to growth among small firms in India," Small Business Economics, Springer, vol. 39(2), pages 383-400, September.
    48. Audretsch, David & Dohse, Dirk, 2004. "The Impact of Location on Firm Growth," CEPR Discussion Papers 4332, C.E.P.R. Discussion Papers.
    49. Hampel-Milagrosa, Aimée & Loewe, Markus & Reeg, Caroline, 2015. "The Entrepreneur Makes a Difference: Evidence on MSE Upgrading Factors from Egypt, India, and the Philippines," World Development, Elsevier, vol. 66(C), pages 118-130.
    50. Otto Raspe & Frank Oort, 2011. "Growth of new firms and spatially bounded knowledge externalities," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 46(3), pages 495-518, June.
    51. Barringer, Bruce R. & Jones, Foard F. & Neubaum, Donald O., 2005. "A quantitative content analysis of the characteristics of rapid-growth firms and their founders," Journal of Business Venturing, Elsevier, vol. 20(5), pages 663-687, September.
    52. Blandina Oliveira & Adelino Fortunato, 2005. "Firm Growth and Persistence of Chance: Evidence from Portuguese Microdata," GEMF Working Papers 2005-10, GEMF, Faculty of Economics, University of Coimbra.
    Full references (including those not matched with items on IDEAS)

    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. Vaz, Rolando, 2021. "Firm Growth: A review of the empirical literature," Revista Galega de Economía, University of Santiago de Compostela. Faculty of Economics and Business., vol. 30(2), pages 1-20.
    2. Canarella, Giorgio & Miller, Stephen M., 2018. "The determinants of growth in the U.S. information and communication technology (ICT) industry: A firm-level analysis," Economic Modelling, Elsevier, vol. 70(C), pages 259-271.
    3. Marco Vivarelli, 2013. "Is entrepreneurship necessarily good? Microeconomic evidence from developed and developing countries," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 22(6), pages 1453-1495, December.
    4. Marko Peric & Vanja Vitezic, 2016. "Impact of global economic crisis on firm growth," Small Business Economics, Springer, vol. 46(1), pages 1-12, January.
    5. Marko Peric & Vanja Vitezic, 2016. "Impact of global economic crisis on firm growth," Small Business Economics, Springer, vol. 46(1), pages 1-12, January.
    6. Francesco Quatraro & Marco Vivarelli, 2015. "Drivers of Entrepreneurship and Post-entry Performance of Newborn Firms in Developing Countries," The World Bank Research Observer, World Bank, vol. 30(2), pages 277-305.
    7. Aysa Ipek Erdogan, 2023. "Drivers of SME Growth: Quantile Regression Evidence From Developing Countries," SAGE Open, , vol. 13(1), pages 21582440231, March.
    8. Aili Tang, 2015. "Does Gibrat’s law hold for Swedish energy firms?," Empirical Economics, Springer, vol. 49(2), pages 659-674, September.
    9. Blandina Oliveira & Adelino Fortunato, 2006. "Testing Gibrat's Law: Empirical Evidence from a Panel of Portuguese Manufacturing Firms," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 13(1), pages 65-81.
    10. Enrico Santarelli & Marco Vivarelli, 2007. "Entrepreneurship and the process of firms’ entry, survival and growth," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 16(3), pages 455-488, June.
    11. Vivarelli, Marco, 2012. "Drivers of entrepreneurship and post-entry performance : microeconomic evidence from advanced and developing countries," Policy Research Working Paper Series 6245, The World Bank.
    12. Mincheol Choi & Chang‐Yang Lee, 2020. "The Peter Pan syndrome for small and medium‐sized enterprises: Evidence from Korean manufacturing firms," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 41(3), pages 426-445, April.
    13. Francesco Quatraro & Marco Vivarelli, 2013. "Entry and Post-Entry Dynamics in Developing Countries," GREDEG Working Papers 2013-20, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
    14. Quatraro, Francesco & Vivarelli, Marco, 2013. "Entrepreneurship In A Developing Country Context," Department of Economics and Statistics Cognetti de Martiis LEI & BRICK - Laboratory of Economics of Innovation "Franco Momigliano", Bureau of Research in Innovation, Complexity and Knowledge, Collegio 201314, University of Turin.
    15. Daunfeldt, Sven-Olov & Elert, Niklas & Lang, Ã…sa, 2012. "Does Gibrat's law hold for retailing? Evidence from Sweden," Journal of Retailing and Consumer Services, Elsevier, vol. 19(5), pages 464-469.
    16. Gavin Reid & Zhibin Xu, 2012. "Generalising Gibrat: using Chinese evidence founded on fieldwork," Small Business Economics, Springer, vol. 39(4), pages 1017-1028, November.
    17. Bartoloni, Eleonora & Baussola, Maurizio & Bagnato, Luca, 2020. "Waiting for Godot? Success or failure of firms’ growth in a panel of Italian manufacturing firms," Structural Change and Economic Dynamics, Elsevier, vol. 55(C), pages 259-275.
    18. A. Arrighetti & A. Ninni, 2009. "Firm size and growth opportunities: a survey," Economics Department Working Papers 2009-EP05, Department of Economics, Parma University (Italy).
    19. Sven-Olov Daunfeldt & Niklas Elert, 2013. "When is Gibrat’s law a law?," Small Business Economics, Springer, vol. 41(1), pages 133-147, June.
    20. D.B. Audretsch & L. Klomp & E. Santarelli & A.R. Thurik, 2004. "Gibrat's Law: Are the Services Different?," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 24(3), pages 301-324, May.

    More about this item

    JEL classification:

    • L10 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - General
    • L20 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - General
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

    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:spr:anresc:v:70:y:2023:i:2:d:10.1007_s00168-022-01152-8. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.