IDEAS home Printed from https://ideas.repec.org/a/wly/agribz/v37y2021i3p612-628.html
   My bibliography  Save this article

The impact of geographical positioning on agri‐food businesses' failure considering nonlinearities

Author

Listed:
  • Mariluz Mate‐Sánchez‐Val

Abstract

This study applies spatial econometric techniques to evaluate the effect of external economic agents located in agri‐food business environments on the probability of those businesses failing. A logistic regression model that incorporates spatial interactions has been applied to the data. In addition, the article proposes an intermediate step in the modeling process based on generalized additive models to determine the specific functional relationships between the probit model and the explanatory variables. The results reveal that geographic location has a significant effect on the probability that agri‐food companies fail to find significant nonlinearities. [EconLit Citations: G33, Q14, R10]

Suggested Citation

  • Mariluz Mate‐Sánchez‐Val, 2021. "The impact of geographical positioning on agri‐food businesses' failure considering nonlinearities," Agribusiness, John Wiley & Sons, Ltd., vol. 37(3), pages 612-628, July.
  • Handle: RePEc:wly:agribz:v:37:y:2021:i:3:p:612-628
    DOI: 10.1002/agr.21686
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/agr.21686
    Download Restriction: no

    File URL: https://libkey.io/10.1002/agr.21686?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. Mark T. Leary & Michael R. Roberts, 2014. "Do Peer Firms Affect Corporate Financial Policy?," Journal of Finance, American Finance Association, vol. 69(1), pages 139-178, February.
    2. Lavee, Doron & Bahar, Sefi, 2017. "Estimation of external effects from the quarrying sector using the hedonic pricing method," Land Use Policy, Elsevier, vol. 69(C), pages 541-549.
    3. N. Berger, Allen & F. Udell, Gregory, 1998. "The economics of small business finance: The roles of private equity and debt markets in the financial growth cycle," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 613-673, August.
    4. Charlotte Ham & Patricia A. Champ & John B. Loomis & Robin M. Reich, 2012. "Accounting for Heterogeneity of Public Lands in Hedonic Property Models," Land Economics, University of Wisconsin Press, vol. 88(3), pages 444-456.
    5. 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.
    6. 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.
    7. Martinetti, Davide & Geniaux, Ghislain, 2017. "Approximate likelihood estimation of spatial probit models," Regional Science and Urban Economics, Elsevier, vol. 64(C), pages 30-45.
    8. Balcaen, Sofie & Ooghe, Hubert, 2006. "35 years of studies on business failure: an overview of the classic statistical methodologies and their related problems," The British Accounting Review, Elsevier, vol. 38(1), pages 63-93.
    9. Khelil, Nabil, 2016. "The many faces of entrepreneurial failure: Insights from an empirical taxonomy," Journal of Business Venturing, Elsevier, vol. 31(1), pages 72-94.
    10. Lilia Aleksanyan & Jean-Pierre Huiban, 2016. "Economic and financial determinants of firm bankruptcy: evidence from the French food industry," Review of Agricultural, Food and Environmental Studies, Springer, vol. 97(2), pages 89-108, September.
    11. Christo A. Pirinsky & Qinghai Wang, 2010. "Geographic Location And Corporate Finance," World Scientific Book Chapters, in: Alireza Tourani-Rad & Coral Ingley (ed.), Handbook On Emerging Issues In Corporate Governance, chapter 3, pages 23-38, World Scientific Publishing Co. Pte. Ltd..
    12. Charlie Karlsson & Johan Klaesson & Özge Öner, 2015. "Regional Characteristics and the Survival of New Firms," ERSA conference papers ersa15p6, European Regional Science Association.
    13. Rada Dakovic & Claudia Czado & Daniel Berg, 2010. "Bankruptcy prediction in Norway: a comparison study," Applied Economics Letters, Taylor & Francis Journals, vol. 17(17), pages 1739-1746.
    14. Joao Mota & Luis M. de Castro, 2004. "A Capabilities Perspective on the Evolution of Firm Boundaries: A Comparative Case Example from the Portuguese Moulds Industry," Journal of Management Studies, Wiley Blackwell, vol. 41(2), pages 295-316, March.
    15. Peter Back, 2005. "Explaining financial difficulties based on previous payment behavior, management background variables and financial ratios," European Accounting Review, Taylor & Francis Journals, vol. 14(4), pages 839-868.
    16. Anet Weterings & Orietta Marsili, 2015. "Spatial Concentration of Industries and New Firm Exits: Does this Relationship Differ between Exits by Closure and by M&A?," Regional Studies, Taylor & Francis Journals, vol. 49(1), pages 44-58, January.
    17. Nabil Khelil, 2016. "The many faces of entrepreneurial failure: Insights from an empirical taxonomy," Post-Print halshs-01242692, HAL.
    18. Silviano Pérez & Amparo Llopis & Juan Llopis, 2004. "The Determinants of Survival of Spanish Manufacturing Firms," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 25(3), pages 251-273, August.
    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. Maté-Sánchez-Val, Mariluz & López-Hernandez, Fernando & Rodriguez Fuentes, Christian Camilo, 2018. "Geographical factors and business failure: An empirical study from the Madrid metropolitan area," Economic Modelling, Elsevier, vol. 74(C), pages 275-283.
    2. José Manuel López‐Fernández & Mariluz Maté‐Sánchez‐Val & Francisco Manuel Somohano‐Rodriguez, 2021. "The effect of micro‐territorial networks on industrial small and medium enterprises' innovation: A case study in the Spanish region of Cantabria," Papers in Regional Science, Wiley Blackwell, vol. 100(1), pages 51-77, February.
    3. Ornella Wanda Maietta & Fernanda Mazzotta, 2018. "Firm Survival and Innovation: Knowledge Context Matters!," CSEF Working Papers 496, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
    4. Maté-Sánchez-Val, Mariluz & López-Hernandez, Fernando & Mur-Lacambra, Jesús, 2017. "How do neighboring peer companies influence SMEs’ financial behavior?," Economic Modelling, Elsevier, vol. 63(C), pages 104-114.
    5. Gubik, Andrea S. & Vörös, Zsófia, 2023. "Why narcissists may be successful entrepreneurs: The role of entrepreneurial social identity and overwork," Journal of Business Venturing Insights, Elsevier, vol. 19(C).
    6. Vivien Lefebvre, 2021. "Business group affiliation in rural contexts: Do small firms grow faster through working capital management?," Growth and Change, Wiley Blackwell, vol. 52(4), pages 2453-2476, December.
    7. Sorin I Blaga, 2022. "A Conceptual Model and Hypothesis of Firm Bankruptcy: A Romanian Case Study," REVISTA DE MANAGEMENT COMPARAT INTERNATIONAL/REVIEW OF INTERNATIONAL COMPARATIVE MANAGEMENT, Faculty of Management, Academy of Economic Studies, Bucharest, Romania, vol. 23(1), pages 211-226, March.
    8. H. Ooghe & S. De Prijcker, 2006. "Failure process and causes of company bankruptcy: a typology," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 06/388, Ghent University, Faculty of Economics and Business Administration.
    9. Koen Frenken & Elena Cefis & Erik Stam, 2020. "Industrial Dynamics and Clusters: A Survey," Regional Studies, Taylor & Francis Journals, vol. 49(1), pages 10-27, July.
    10. Strese, Steffen & Gebhard, Philipp & Feierabend, David & Brettel, Malte, 2018. "Entrepreneurs' perceived exit performance: Conceptualization and scale development," Journal of Business Venturing, Elsevier, vol. 33(3), pages 351-370.
    11. Õie Renata Siimon & Oliver Lukason, 2021. "A Decision Support System for Corporate Tax Arrears Prediction," Sustainability, MDPI, vol. 13(15), pages 1-23, July.
    12. Siepel, Josh & Cowling, Marc & Coad, Alex, 2017. "Non-founder human capital and the long-run growth and survival of high-tech ventures," Technovation, Elsevier, vol. 59(C), pages 34-43.
    13. Biswas, Pallab Kumar & Habib, Ahsan & Ranasinghe, Dinithi, 2022. "Firm life cycle and financial statement comparability," Advances in accounting, Elsevier, vol. 58(C).
    14. Torbjörn Ljungkvist & Jim Andersén, 2021. "A taxonomy of ecopreneurship in small manufacturing firms: A multidimensional cluster analysis," Business Strategy and the Environment, Wiley Blackwell, vol. 30(2), pages 1374-1388, February.
    15. Mohammad Mahdi Mousavi & Jamal Ouenniche & Kaoru Tone, 2023. "A dynamic performance evaluation of distress prediction models," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 42(4), pages 756-784, July.
    16. Sheng, Jie & Lan, Hao, 2019. "Business failure and mass media: An analysis of media exposure in the context of delisting event," Journal of Business Research, Elsevier, vol. 97(C), pages 316-323.
    17. Shahid, Pirzada Syed Rizwan, 2023. "Founder's Human Capital and the Entrepreneurial Process Duration," OSF Preprints yf6mg, Center for Open Science.
    18. du Jardin, Philippe, 2015. "Bankruptcy prediction using terminal failure processes," European Journal of Operational Research, Elsevier, vol. 242(1), pages 286-303.
    19. Paz Rico Belda & Bernardí Cabrer-Borrás, 2021. "Size and survival of the hospitality industry: The case of Spain," Tourism Economics, , vol. 27(5), pages 933-951, August.
    20. Nils Grashof & Dirk Fornahl, 2020. "To be or not to be located in a cluster? A descriptive meta-analysis of the firm-specific cluster effect," Working Papers on Innovation and Space 2020-01, Philipps University Marburg, Department of Geography.

    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:wly:agribz:v:37:y:2021:i:3:p:612-628. 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: Wiley Content Delivery (email available below). General contact details of provider: http://onlinelibrary.wiley.com/journal/10.1002/(ISSN)1520-6297 .

    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.