The determinants of entrepreneurship in urban and non-urban regions: A fuzzy-set QCA approach

Abstract

Objective: The objective of the article is to identify and analyse the configurations of regional entrepreneurial ecosystems that lead to high levels of entrepreneurship in urban and non-urban regions.

Research Design & Methods: This study employed This study employed necessary condition analysis (NCA) and a fuzzy-set qualitative comparative analysis (fs/QCA) to reveal how different combinations of six elements of entrepreneurial ecosystems (EE): culture, supports, human capital, policy, markets, and finance, support the presence of high levels of entrepreneurship across 42 urban and non-urban regions in Colombia and Ecuador.

Findings: The NCA results revealed that no single element was necessary for the presence of high levels of regional business density. Conversely, some ecosystem elements become necessary when the expected ecosystem outcome is high levels of regional share of high-growth firms. Sufficiency analysis revealed several distinct combinations of elements that lead to high entrepreneurship levels in both urban and non-urban regions.

Implications & Recommendations: The findings of this study are valuable for researchers interested in understanding the complexity of EEs and for policymakers. This study provides empirical evidence of the differentiated relevance of EEs’ elements depending on the urban-rural context. Moreover, results suggest that a one-size-fits-all approach for entrepreneurship policymaking might be inadequate since the requirements for achieving high levels of entrepreneurial development are substantially different between urban and non-urban regions.

Contribution & Value Added: This study contributes to the ongoing discussion on entrepreneurial ecosystems complexity, particularly regarding the questions of how ecosystem elements interact to support entrepreneurship in a particular place and whether all ecosystem elements are equally important for entrepreneurship.

Keywords

entrepreneurial ecosytems, rural entrepreneurship, QCA, non-urban, South America

Author Biography

Evelyn Calispa-Aguilar

PhD in Regional Development. Assistant Professor at the Faculty of Business and Economics, University of Pécs.

References

1. Ács, Z., Autio, E., & Szerb, L. (2014). National Systems of Entrepreneurship: Measurement issues and policy implications. Research Policy, 43(3), 476-494. https://doi.org/10.1016/j.respol.2013.08.016
2. Ács, Z., Desai, S., & Hessels, J. (2008). Entrepreneurship, economic development and institutions. Small Busi-ness Economics, 31(3), 219-234. https://doi.org/10.1007/s11187-008-9135-9
3. Ács, Z., Szerb, L., Lafuente, E., & Lloyd, A. (2018). Global Entrepreneurship and Development Index 2018. Springer International Publishing. https://doi.org/10.1007/978-3-030-03279-1
4. Aldrich, H.E., & Ruef, M. (2018). Unicorns, Gazelles, and Other Distractions on the Way to Understanding Real Entrepreneurship in America. The Academy of Management Perspectives, 32(4), 458-472. https://doi.org/10.5465/amp.2017.0123
5. Alvedalen, J., & Boschma, R. (2017). A critical review of entrepreneurial ecosystems research: Towards a future research agenda. European Planning Studies, 25(6), 887-903. https://doi.org/10.1080/09654313.2017.1299694
6. Alves, A.C., Fischer, B., Vonortas, N.S., & Robles, S. (2019). Configurations of Knowledge-Intensive Entrepre-neurial Ecosystems. RAE-Revista de Administração de Empresas (Journal of Business Management) AN-DRE, 59(August), 242-257. https://doi.org/10.1590/S0034-759020190403
7. Andersson, M., & Karlsson, C. (2007). Knowledge in Regional Economic Growth—The Role of Knowledge Accessibility. Industry & Innovation, 14(2), 129-149. https://doi.org/10.1080/13662710701252450
8. Audretsch, D. (2021). Have we oversold the Silicon Valley model of entrepreneurship?. Small Business Eco-nomics, 56(2), 849-856. https://doi.org/10.1007/s11187-019-00272-4
9. Audretsch, D., Belitski, M., & Desai, S. (2015). Entrepreneurship and economic development in cities. Annals of Regional Science, 55(1), 33-60. https://doi.org/10.1007/s00168-015-0685-x
10. Autio, E., Szerb, L., Komlosi, E., & Tiszberger, M. (2018). The European Index of Digital Entrepreneurship Sys-tems. Publications Office of the European Union. https://doi.org/10.2760/39256
11. Bell-Masterson, J., & Stangler, D. (2015). Measuring an Entrepreneurial Ecosystem. SSRN Electronic Journal, March. https://doi.org/10.2139/ssrn.2580336
12. Berger, E., & Kuckertz, A. (2016). The Challenge of Dealing with Complexity in Entrepreneurship, Innovation and Technology Research: And introduction. In Complexity in entrepreneurship, innovation and technolo-gy research (pp. 1-9).
13. Berg-Schlosser, D., De Meur, G., Rihoux, B., & Ragin, C. (2009). Qualitative Comparative Analysis (QCA) as an Approach. In Configurational Comparative Methods (pp. 1-18). SAGE.
14. Birdthistle, N., Eversole, R., & Walo, M. (2022). Creating an inclusive entrepreneurial ecosystem for women entrepreneurs in a rural region. Journal of Business Venturing Insights, 18, e00341. https://doi.org/10.1016/j.jbvi.2022.e00341
15. Brown, R., & Mason, C. (2017). Looking inside the spiky bits: A critical review and conceptualisation of en-trepreneurial ecosystems. Small Business Economics, 49(1), 11-30. Scopus. https://doi.org/10.1007/s11187-017-9865-7
16. Calispa-Aguilar, E. (2021). Rural entrepreneurial ecosystems: A systematic literature review for advancing conceptualisa-tion. Entrepreneurial Business and Economics Review, 9(4), 101-114. https://doi.org/10.15678/EBER.2021.090407
17. Cao, Z., & Shi, X. (2021). A systematic literature review of entrepreneurial ecosystems in advanced and emerging economies. Small Business Economics, 57(1), 75-110. Scopus. https://doi.org/10.1007/s11187-020-00326-y
18. Cavallo, A., Ghezzi, A., & Balocco, R. (2019). Entrepreneurial ecosystem research: Present debates and future directions. International Entrepreneurship and Management Journal, 15(4), 1291-1321. https://doi.org/10.1007/s11365-018-0526-3
19. Coduras, A., Clemente, J.A., & Ruiz, J. (2016). A novel application of fuzzy-set qualitative comparative analy-sis to GEM data. Journal of Business Research, 69(4), 1265-1270. https://doi.org/10.1016/j.jbusres.2015.10.090
20. Daniel, L.J., De Villiers Scheepers, M.J., Miles, M.P., & De Klerk, S. (2022). Understanding entrepreneurial ecosystems using complex adaptive systems theory: Getting the big picture for economic development, practice, and policy. Entrepre-neurship & Regional Development, 34(9-10), 911-934. https://doi.org/10.1080/08985626.2022.2083691
21. Davidsson, P. (2016). Researching Entrepreneurship: Conceptualization and Design (2nd ed.). Springer Interna-tional Publishing Switzerland.
22. Douglas, E.J., Shepherd, D.A., & Prentice, C. (2020). Using fuzzy-set qualitative comparative analysis for a finer-grained understanding of entrepreneurship. Journal of Business Venturing, 35(1), 105970. https://doi.org/10.1016/j.jbusvent.2019.105970
23. Dul, J. (2016). Necessary condition analysis (NCA) logic and methodology of “necessary but not sufficient” causality. Organizational Research Methods, 19(1), 10-52. https://doi.org/10.1177/1094428115584
24. Duşa, A. (2022). Analysis of necessity. In QCA with R: A Comprehensive Resource (pp. 113-139).
25. Fiss, P. (2011). Building Better Causal Theories: A Fuzzy Set Approach to Typologies in Organization Re-search. Academy of Management Journal, 54(2), 393-420. https://doi.org/10.5465/amj.2011.60263120
26. Fotopoulos, G., & Louri, H. (2000). Location and Survival of New Entry. Small Business Economics, 14(4), 311-321. https://doi.org/10.1023/A:1008180522759
27. Freire-Gibb, L.C., & Gregson, G. (2019). Innovation systems and entrepreneurial ecosystems: Implications for policy and practice in Latin America. Local Economy: The Journal of the Local Economy Policy Unit, 34(8), 787-806. https://doi.org/10.1177/0269094219896096
28. Glaeser, E.L., Ponzetto, G.A.M., & Tobio, K. (2012). Cities, Skills and Regional Change. Regional Studies, 1-37. https://doi.org/10.1080/00343404.2012.674637
29. González-Tejero, C.B., Ulrich, K., & Carrilero, A. (2022). The entrepreneurial motivation, Covid-19, and the new normal. Entrepreneurial Business and Economics Review, 10(2), 205-217. https://doi.org/10.15678/EBER.2022.100212
30. Guerrero, M., Liñán, F., & Cáceres-Carrasco, F.R. (2021). The influence of ecosystems on the entrepreneur-ship process: A comparison across developed and developing economies. Small Business Economics, 57(4), 1733-1759. https://doi.org/10.1007/s11187-020-00392-2
31. Haarhaus, T., Strunk, G., & Liening, A. (2020). Assessing the complex dynamics of entrepreneurial ecosystems: A nonsta-tionary approach. Journal of Business Venturing Insights, 14, e00194. https://doi.org/10.1016/j.jbvi.2020.e00194
32. Hans, L., & Koster, S. (2018). Urbanization and start-up rates in different geographies: Belgium, the Nether-lands, and Sweden. Small Business Economics, 51(4), 1033-1054. https://doi.org/10.1007/s11187-017-9967-2
33. Heredia-Portillo, O., & Armas-Arévalos, E. (2023). Explaining the international opportunity recognition with the qualitative comparative analysis: The role of dynamic capabilities self-efficacy and global mindset. Entrepreneurial Business and Economics Review, 11(1), 29-56. https://doi.org/10.15678/EBER.2023.110102
34. Isenberg, D. (2016). Applying the Ecosystem Metaphor to Entrepreneurship: Uses and Abuses. The Antitrust Bulletin, 61(4), 564-573. https://doi.org/10.1177/0003603X16676162
35. Jacobides, M.G., Cennamo, C., & Gawer, A. (2018). Towards a theory of ecosystems. Strategic Management Journal, 39(8), 2255-2276. https://doi.org/10.1002/smj.2904
36. Kantis, H., Federico, J., & Ibarra-García, S. (2021). IDE Index of Dynamic Entrepreneurship 2021. Prodem and Global entrepreneurship network. Retrieved from https://prodem.ungs.edu.ar/publicaciones_prodem/index-of-dynamic-entrepreneurship-ide-ide-2021/ on January 5, 2024.
37. Komlósi, É., Sebestyén, T., Tóth-Pajor, Á., & Bedő, Z. (2022). Do specific entrepreneurial ecosystems favor high-level networking while others not? Lessons from the Hungarian IT sector. Technological Forecasting and Social Change, 175, 121349. https://doi.org/10.1016/j.techfore.2021.121349
38. Lavesson, N. (2018). How does distance to urban centres influence necessity and opportunity-based firm start-ups?: Distance to urban centres and firm start-ups. Papers in Regional Science, 97(4), 1279-1303. https://doi.org/10.1111/pirs.12289
39. Lecuna, A., Cohen, B., & Chavez, R. (2017). Characteristics of high-growth entrepreneurs in Latin America. International Entrepreneurship and Management Journal, 13(1), 141-159. https://doi.org/10.1007/s11365-016-0402-y
40. Malecki, E. (2018). Entrepreneurship and entrepreneurial ecosystems. Geography Compass, 12(3). https://doi.org/10.1111/gec3.12359
41. March-Chordà, I., Adame-Sánchez, C., & Yagüe-Perales, R.M. (2021). Key locational factors for immigrant entrepreneurs in top entrepreneurial ecosystems. International Entrepreneurship and Management Jour-nal, 17(3), 1049-1066. Scopus. https://doi.org/10.1007/s11365-021-00746-6
42. Mason, C., & Brown, R. (2014). Entrepreneurial Ecosystems and Growth Oriented Entrepreneurship (pp. 77-102) [Final report to OECD, Paris].
43. McCoy, D., Lyons, S., Morgenroth, E., Palcic, D., & Allen, L. (2018). The impact of broadband and other infra-structure on the location of new business establishments. Journal of Regional Science, 58(3), 509-534. https://doi.org/10.1111/jors.12376
44. Miles, M.P., & Morrison, M. (2020). An effectual leadership perspective for developing rural entrepreneurial ecosystems. Small Business Economics, 54(4), 933-949. Scopus. https://doi.org/10.1007/s11187-018-0128-z
45. Milone, P., & Ventura, F. (2019). New generation farmers: Rediscovering the peasantry. Journal of Rural Stud-ies, 65, 43-52. https://doi.org/10.1016/j.jrurstud.2018.12.009
46. Müller, S., & Korsgaard, S. (2018). Resources and bridging: The role of spatial context in rural entrepreneur-ship. Entrepreneurship & Regional Development, 30(1-2), 224-255. https://doi.org/10.1080/08985626.2017.1402092
47. Muñoz, P., Kibler, E., Mandakovic, V., & Amorós, J.E. (2022). Local entrepreneurial ecosystems as configural narratives: A new way of seeing and evaluating antecedents and outcomes. Research Policy, 51(9). https://doi.org/10.1016/j.respol.2020.104065
48. Muñoz, P., & Kimmitt, J. (2019). Rural entrepreneurship in place: An integrated framework. Entrepreneurship & Regional Development, 31(9-10), 842-873. https://doi.org/10.1080/08985626.2019.1609593
49. Naudé, W. (2013). Entrepreneurship and Economic Development: Theory, Evidence and Policy. IZA Discus-sion Paper, 1(7507), 1-20. https://doi.org/10.2139/ssrn.2314802
50. Pappas, I.O., & Woodside, A.G. (2021). Fuzzy-set Qualitative Comparative Analysis (fsQCA): Guidelines for research practice in Information Systems and marketing. International Journal of Information Manage-ment, 58, 102310. https://doi.org/10.1016/j.ijinfomgt.2021.102310
51. Pato, M.L., & Teixeira, A.A.C. (2016). Twenty Years of Rural Entrepreneurship: A Bibliometric Survey: Twenty years of rural entrepreneurship. Sociologia Ruralis, 56(1), 3-28. https://doi.org/10.1111/soru.12058
52. Ragin, C.C. (2008). Redesigning Social Inquiry: Fuzzy Sets and Beyond. In Redesigning social inquiry: Fuzzy sets and beyond (Issue 4). University of Chicago Press. https://doi.org/10.7208/chicago/ 9780226702797.001.0001
53. Rihoux, B., & Ragin, C. (2009). Configurational Comparative Methods: Qualitative Comparative Analysis (QCA) and Related Techniques. In Configurational Comparative Methods: Qualitative Comparative Analy-sis (QCA) and Related Techniques. Sage Publications. https://doi.org/10.4337/9781788975995.00034
54. Rodzinka, J., Skica, T., Ociepa-Kicińska, E., & Czyżycki, R. (2023). What works and what does not work in local entrepreneurship support policy?. Entrepreneurial Business & Economics Review, 11(3). https://doi.org/10.15678/EBER.2023.110310
55. Roundy, P. (2017). “Small town” entrepreneurial ecosystems: Implications for developed and emerging economies. Journal of Entrepreneurship in Emerging Economies, 9(3), 238-262. https://doi.org/10.1108/JEEE-09-2016-0040
56. Roundy, P. (2019). “It takes a village” to support entrepreneurship: Intersecting economic and community dynamics in small town entrepreneurial ecosystems. International Entrepreneurship and Management Journal, 15(4), 1443-1475. Scopus. https://doi.org/10.1007/s11365-018-0537-0
57. Roundy, P., Bradshaw, M., & Brockman, B.K. (2018). The emergence of entrepreneurial ecosystems: A com-plex adaptive systems approach. Journal of Business Research, 86, 1-10. https://doi.org/10.1016/j.jbusres.2018.01.032
58. Schrijvers, M., Stam, E., & Bosma, N. (2023). Figuring it out: Configurations of high-performing entrepreneur-ial ecosystems in Europe. Regional Studies, 1-15. https://doi.org/10.1080/00343404.2023.2226727
59. Skica, T., & Rodzinka, J. (2021). Local government policy towards the financial instruments supporting entrepreneurship. Entrepreneurial Business and Economics Review, 9(3), 135-147. https://doi.org/10.15678/EBER.2021.090309
60. Spigel, B. (2017). The Relational Organization of Entrepreneurial Ecosystems. Entrepreneurship: Theory and Practice, 41(1), 49-72. https://doi.org/10.1111/etap.12167
61. Spigel, B., Kitagawa, F., & Mason, C. (2020). A manifesto for researching entrepreneurial ecosystems. Local Economy, 35(5), 482-495. Scopus. https://doi.org/10.1177/0269094220959052
62. Stam, E. (2015). Entrepreneurial Ecosystems and Regional Policy: A Sympathetic Critique. European Planning Studies, 23(9), 1759-1769. https://doi.org/10.1080/09654313.2015.1061484
63. Stam, E., & Spigel, B. (2018). Entrepreneurial ecosystems. In The SAGE Handbook of Small Business and Entre-preneurship. SAGE.
64. Stam, E., & van de Ven, A. (2021). Entrepreneurial ecosystem elements. Small Business Economics, 56(2), 809-832. https://doi.org/10.1007/s11187-019-00270-6
65. Stephens, S., McLaughlin, C., Ryan, L., Catena, M., & Bonner, A. (2022). Entrepreneurial ecosystems: Multiple domains, dimensions and relationships. Journal of Business Venturing Insights, 18, e00344. https://doi.org/10.1016/j.jbvi.2022.e00344
66. Sternberg, R. (2022). Entrepreneurship and geography—Some thoughts about a complex relationship. An-nals of Regional Science, 69(3), 559-584. https://doi.org/10.1007/s00168-021-01091-w
67. Szerb, L., Lafuente, E., Horváth, K., & Páger, B. (2019). The relevance of quantity and quality entrepreneur-ship for regional performance: The moderating role of the entrepreneurial ecosystem. Regional Studies, 53(9), 1308-1320. https://doi.org/10.1080/00343404.2018.1510481
68. Torres, P., & Godinho, P. (2022). Levels of necessity of entrepreneurial ecosystems elements. Small Business Economics, 59(1), 29-45. https://doi.org/10.1007/s11187-021-00515-3
69. Villegas-Mateos, A. (2021). Regional entrepreneurial ecosystems in Chile: Comparative lessons. Journal of Entrepreneurship in Emerging Economies, 13(1), 39-63. https://doi.org/10.1108/JEEE-11-2019-0168
70. Welter, F. (2011). Contextualizing entrepreneurship—Conceptual challenges and ways forward. Entrepre-neurship Theory and Practice, 35(1), 165-184. https://doi.org/10.1111/j.1540-6520.2010.0042
71. Woodside, A.G. (2013). Moving beyond multiple regression analysis to algorithms: Calling for adoption of a paradigm shift from symmetric to asymmetric thinking in data analysis and crafting theory. Journal of Business Research, 66(4), 463-472. https://doi.org/10.1016/j.jbusres.2012.12.021
72. Wurth, B., Stam, E., & Spigel, B. (2022). Toward an Entrepreneurial Ecosystem Research Program. Entrepre-neurship Theory and Practice, 46(3), 729-778. https://doi.org/10.1177/1042258721998948
73. Xie, Z., Wang, X., Xie, L., & Duan, K. (2021). Entrepreneurial ecosystem and the quality and quantity of re-gional entrepreneurship: A configurational approach. Journal of Business Research, 128(January), 499-509. https://doi.org/10.1016/j.jbusres.2021.02.015
74. Yang, J., & Zhang, M. (2021). The value of entrepreneurship and the entrepreneurial ecosystem: Evidence from 265 cities in China. Growth and Change, 52(4), 2256-2271. https://doi.org/10.1111/grow.12543
75. Zhang, Y., & Roelfsema, H. (2020). Entrepreneurial Ecosystems, New Business Formation, and Scale-up Activ-ity: Evidence from 286 Chinese Cities. Entrepreneurship Research Journal, 1-37. https://doi.org/10.1515/erj-2019-0265