IDEAS home Printed from https://ideas.repec.org/a/vrs/eaiada/v22y2018i3p23-40n2.html
   My bibliography  Save this article

Does the Type of Business Activity and the Enterprise Location Affect a Firm’S Survival? Results of an Analysis for Natural Persons Conducting Economic Activity in the Łódzkie Voivodship

Author

Listed:
  • Mikulec Artur
  • Misztal Małgorzata

    (University of Lodz,Lodz, Poland)

Abstract

The article presents the results of the duration analysis for 21,163 enterprises (natural persons conducting economic activity) established in the Łódzkie Voivodship in 2010 and observed until December 31, 2015. The Kaplan-Meier estimation of the survival function, the Cox proportionalhazards model and the recursive partitioning method (the CTree algorithm) are applied to achieve the goal of the conducted research i.e. to answer the following question: does the type of business activity and location of the enterprise affect its duration? Prediction error curves based on the bootstrap crossvalidation estimates of the prediction error are used to assess and compare predictions obtained from all three models. On the basis of the analysis results it can be assumed that the type of business activity makes firms more varied due to their duration compared to their location.

Suggested Citation

  • Mikulec Artur & Misztal Małgorzata, 2018. "Does the Type of Business Activity and the Enterprise Location Affect a Firm’S Survival? Results of an Analysis for Natural Persons Conducting Economic Activity in the Łódzkie Voivodship," Econometrics. Advances in Applied Data Analysis, Sciendo, vol. 22(3), pages 23-40, September.
    • Handle: RePEc:vrs:eaiada:v:22:y:2018:i:3:p:23-40:n:2
    DOI: 10.15611/eada.2018.3.02
    as

    Download full text from publisher

    File URL: https://doi.org/10.15611/eada.2018.3.02
    Download Restriction: no
    File URL: https://libkey.io/10.15611/eada.2018.3.02?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
    ---><---

    References listed on IDEAS

    as
    1. Jean-Pierre Huiban, 2011. "The spatial demography of new plants: urban creation and rural survival," Small Business Economics, Springer, vol. 37(1), pages 73-86, July.
    2. Michael Fritsch & Udo Brixy & Oliver Falck, 2006. "The Effect of Industry, Region, and Time on New Business Survival – A Multi-Dimensional Analysis," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 28(3), pages 285-306, May.
    3. Pei-Chou Lin & Deng-Shing Huang, 2008. "Technological Regimes and Firm Survival: Evidence Across Sectors and Over Time," Small Business Economics, Springer, vol. 30(2), pages 175-186, February.
    4. Mogensen, Ulla B. & Ishwaran, Hemant & Gerds, Thomas A., 2012. "Evaluating Random Forests for Survival Analysis Using Prediction Error Curves," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 50(i11).
    5. Wenli Li & Ms. Zuzana Brixiova & Tarik Yousef, 1999. "Skill Acquisition and Firm Creation in Transition Economies," IMF Working Papers 1999/130, International Monetary Fund.
    6. Nikolinka Fertala, 2008. "The shadow of death: do regional differences matter for firm survival across native and immigrant entrepreneurs?," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 35(1), pages 59-80, March.
    7. 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.
    8. Adler, Werner & Lausen, Berthold, 2009. "Bootstrap estimated true and false positive rates and ROC curve," Computational Statistics & Data Analysis, Elsevier, vol. 53(3), pages 718-729, January.
    9. Eric Bartelsman & Stefano Scarpetta & Fabiano Schivardi, 2005. "Comparative analysis of firm demographics and survival: evidence from micro-level sources in OECD countries," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 14(3), pages 365-391, June.
    10. Jackson, John E. & Klich, Jacek & Poznanska, Krystyna, 1999. "Firm creation and economic transitions," Journal of Business Venturing, Elsevier, vol. 14(5-6), pages 427-450.
    11. Thomas A. Gerds & Martin Schumacher, 2007. "Efron-Type Measures of Prediction Error for Survival Analysis," Biometrics, The International Biometric Society, vol. 63(4), pages 1283-1287, December.
    12. Stuart, Toby & Sorenson, Olav, 2003. "The geography of opportunity: spatial heterogeneity in founding rates and the performance of biotechnology firms," Research Policy, Elsevier, vol. 32(2), pages 229-253, February.
    13. Fotopoulos, Georgios & Louri, Helen, 2000. "Location and Survival of New Entry," Small Business Economics, Springer, vol. 14(4), pages 311-321, June.
    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. Sarah A. Low & Jason P. Brown, 2017. "Manufacturing Plant Survival in a Period of Decline," Growth and Change, Wiley Blackwell, vol. 48(3), pages 297-312, September.
    2. Calá, Carla Daniela, 2014. "Regional issues on firm entry and exit in Argentina: core and peripheral regions," Nülan. Deposited Documents 2023, Universidad Nacional de Mar del Plata, Facultad de Ciencias Económicas y Sociales, Centro de Documentación.
    3. Giuseppe Arcuri & Marc Brunetto & Nadine Levratto, 2019. "Spatial patterns and determinants of firm exit: an empirical analysis on France," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 62(1), pages 99-118, February.
    4. Martin Carree & Ingrid Verheul & Enrico Santarelli, 2011. "Sectoral patterns of firm exit in Italian provinces," Journal of Evolutionary Economics, Springer, vol. 21(3), pages 499-517, August.
    5. Erik Stam & Roy Thurik & Peter van der Zwan, 2010. "Entrepreneurial exit in real and imagined markets," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(4), pages 1109-1139, August.
    6. Jean-Pierre Huiban, 2011. "The spatial demography of new plants: urban creation and rural survival," Small Business Economics, Springer, vol. 37(1), pages 73-86, July.
    7. Carla Daniela Calá & Miguel Manjón-Antolín & Josep-Maria Arauzo-Carod, 2017. "Regional Determinants of Exit Across Firms’ Size: Evidence from Argentina," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 108(6), pages 768-785, December.
    8. Calá, Carla Daniela & Manjón-Antolín, Miguel & Arauzo-Carod, Josep-Maria, 2014. "The determinants of exit in Argentina: core and peripheral regions," Nülan. Deposited Documents 1976, Universidad Nacional de Mar del Plata, Facultad de Ciencias Económicas y Sociales, Centro de Documentación.
    9. Javier Changoluisa, 2021. "The early development of new establishments: An evaluation of the role of spatial selection and agglomeration," Jena Economics Research Papers 2021-009, Friedrich-Schiller-University Jena.
    10. Rolf Sternberg, 2022. "Entrepreneurship and geography—some thoughts about a complex relationship," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 69(3), pages 559-584, December.
    11. Alexandra Tsvetkova & Jean-Claude Thill & Deborah Strumsky, 2014. "Metropolitan innovation, firm size, and business survival in a high-tech industry," Small Business Economics, Springer, vol. 43(3), pages 661-676, October.
    12. Calá, Carla Daniela & Manjón-Antolín, Miguel & Arauzo-Carod, Josep-Maria, 2017. "Regional determinants of exit across firms' size: evidence from a developing country," Nülan. Deposited Documents 2548, Universidad Nacional de Mar del Plata, Facultad de Ciencias Económicas y Sociales, Centro de Documentación.
    13. Lucio Fuentelsaz & Consuelo Gonz�lez-Gil & Juan P. Maicas, 2015. "What determines entepreneurial failure: taking advantage of the institutional context," Documentos de Trabajo dt2015-05, Facultad de Ciencias Económicas y Empresariales, Universidad de Zaragoza.
    14. Carla Calá & Josep-Maria Arauzo-Carod & Miguel Manjón-Antolín, 2015. "The determinants of exit in a developing country: core and peripheral regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 54(3), pages 927-944, May.
    15. 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.
    16. Wang, Liang & Tan, Justin & Li, Wan, 2018. "The impacts of spatial positioning on regional new venture creation and firm mortality over the industry life cycle," Journal of Business Research, Elsevier, vol. 86(C), pages 41-52.
    17. Daniel Fackler & Claus Schnabel & Joachim Wagner, 2013. "Establishment exits in Germany: the role of size and age," Small Business Economics, Springer, vol. 41(3), pages 683-700, October.
    18. Sam Tavassoli & Viroj Jienwatcharamongkhol & Pia Arenius, 2023. "Colocation of Entrepreneurs and New Firm Survival: Role of New Firm Founder’s Experiential Relatedness to Local Entrepreneurs," Entrepreneurship Theory and Practice, , vol. 47(4), pages 1421-1459, July.
    19. Libaers, Dirk & Meyer, Martin, 2011. "Highly innovative small technology firms, industrial clusters and firm internationalization," Research Policy, Elsevier, vol. 40(10), pages 1426-1437.
    20. Paz Rico Belda & Bernardí Cabrer-Borrás, 2018. "Necessity and opportunity entrepreneurs: survival factors," International Entrepreneurship and Management Journal, Springer, vol. 14(2), pages 249-264, June.

    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:vrs:eaiada:v:22:y:2018:i:3:p:23-40:n:2. 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: Peter Golla (email available below). General contact details of provider: https://www.sciendo.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.