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

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  • 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
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    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. 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.
    5. Charlie Karlsson & Johan Klaesson & Özge Öner, 2015. "Regional Characteristics and the Survival of New Firms," ERSA conference papers ersa15p6, European Regional Science Association.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. Martinetti, Davide & Geniaux, Ghislain, 2017. "Approximate likelihood estimation of spatial probit models," Regional Science and Urban Economics, Elsevier, vol. 64(C), pages 30-45.
    12. 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.
    13. 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, INRA Department of Economics, vol. 97(2), pages 89-108.
    14. 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.
    15. 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.
    16. Nabil Khelil, 2016. "The many faces of entrepreneurial failure: Insights from an empirical taxonomy," Post-Print halshs-01242692, HAL.
    17. 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.
    18. 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..
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