Location of entrepreneurial zones in Latin America: a spatial analysis
Main Article Content
Abstract
This study analyzes spatial patterns in the entrepreneurial intention of university students in Latin America. Studies on the entrepreneurial phenomenon have paid little attention to possible spatial associations, which might explain the dissimilar results
reported by prior work. The analysis uses a sample of 70,337 university students drawn from the GUESSS survey. The results of the exploratory spatial model reveal significant spatial patterns in Costa Rica and Panama with a high entrepreneurial intention (hot spots). This study can serve as a basis for developing public policies to promote entrepreneurship and, when appropriate, propose articulated and coordinated strategic initiatives between countries located in the identified clusters (hot/cold spots).
Article Details
The digital version of the journal is registered under the BY-NC-ND 4.0 Creative Commons license. Therefore, this work may be copy and redistribute the material in any medium or format, as long as you give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
The authors keep the copyright and give the journal the right of the first publication and the possibility of editing, reproducing, distributing, exhibiting and communicating in the country and abroad through printed and electronic means. On the other hand, the author declares to assume the commitment on any litigation or claim related to the rights of intellectual property, exonerating of responsibility to the Business School of the Costa Rica Institute of Technology.
References
Acs, Z. J., & Audretsch, D. B. (2005). Entrepreneurship, Innovation and Technological Change. Foundations and Trends in Entrepreneurship, 1(4), 194-195. http://dx.doi.org/10.1561/0300000004
Acs, Z. J., Audretsch, D. B., & Lehmann, E. E. (2013). The knowledge spillover theory of entrepreneurship. Small Business Economics, 41, 757-774. https://doi.org/10.1007/s11187-013-9505-9
Acs, Z. J., Braunerhjelm, P., Audretsch, D. B., & Carlsson, B. (2009). The knowledge spillover theory of entrepreneurship. Small Business Economics, 32, 15-30. https://doi.org/10.1007/s11187-008-9157-3
Ajzen, I. (2002). Perceived behavioral control, self-efficacy, locus of control, and the theory of planned behavior. Journal of Applied Social Psychology, 32(4), 665-683. https://doi.org/10.1111/j.1559-1816.2002.tb00236.x.
Almeida, A.; Golpe, A. & Martín Álvarez, J.M. et al. (2020). A spatial analysis of the Spanish tobacco consumption distribution: Are there any consumption clusters? Public Health,186(2), 28-30. https://doi.org/10.1016/j.puhe.2020.06.040
Almeida, A., Golpe, A. & Justo, R. (2021). From hot to cold: A spatial analysis of self-employment in the United States. Papers in Regional Studies, 100(4), 1005-1023. https://doi.org/10.1111/pirs.12597
Anderson, W.P. (2012). Economic geography. Routledge.
Anokhin, S., Chistyakova, N., Antonova, I., Spitsina, L., Wincent, J., & Parida, V. (2021). Flagship enterprises, entrepreneurial clusters, and business entry rates: insights from the knowledge spillover theory of entrepreneurship. Entrepreneurship & Regional Development, 33(3-4), 353-367. https://doi.org/10.1080/08985626.2021.1872942
Anselin, L. (1988). Spatial econometrics: Methods and models. Dordrecht, Kluwer Academic.
Anselin, L. (1992). SpaceStat, a software program for analysis of spatial data. National Center for Geographic Information and Analysis (NCGIA), University of California, Santa Barbara, CA.
Anselin, L. (1995). Local indicators of spatial association-LISA. Geographical Analysis, 27(2), 93-115. https://doi.org/10.1111/j.1538-4632.1995.tb00338.x
Anselin, L. (1996). The Moran scatterplot as an ESDA tool to assess local instability in spatial association. In M. Fischer, H. Scholten, y D. Unwin (Eds.), Spatial analytical perspectives on GIS (pp. 111-125). Taylor and Francis.
Anselin, L. (1999). Interactive techniques and exploratory spatial data analysis. In P. Longley, M. Goodchild, D. Maguire & D. Rhind (Eds.), Geographical Information Systems: Principles, Techniques, Management and Applications (pp. 251-264). Abridged Edition.
Anselin, L., Sridharan, S., & Gholston, S. (2007). Using exploratory spatial data analysis to leverage social indicator databases: the discovery of interesting patterns. Social Indicators Research, 82(2), 287-309.
Anselin, L, Syabri, I., & Kho, Y. (2006) GeoDa, an introduction to spatial data analysis. Geographical Analysis, 38, 5-22. https://doi.org/10.1111/j.0016-7363.2005.00671.x
Armington, C., & Acs, Z. J. (2002). The determinants of regional variation in new firm formation. Regional Studies, 36(1): 33-45. https://doi.org/10.1080/00343400120099843
Audretsch, D. (2014). From the entrepreneurial university to the university for the entrepreneurial society. Journal of Technology Transfer, 39(3), 313-321. https://doi.org/10.1007/s10961-012-9288-1
Audretsch, D. (2005). The spatial nature of entrepreneurship. The Quarterly Journal of Austrian Economics, 8(2), 21-34. http://doi.org/10.1007/s12113-005-1020-7
Audretsch, D.B., & Fritsch, M. (1994). The geography of firm birth in Germany. Regional Studies, 28(4), 359-365. https://doi.org/10.1080/00343409412331348326
Autant-Bernard, C. (2012). Spatial Econometrics of innovation: recent contributions and research perspectives. Spatial Economic Analysis, 7(4), 403-419. https://doi.org/10.1080/17421772.2012.722665
Autio, E., & Fu, K. (2015). Economic and political institutions and entry into formal and informal entrepreneurship. Asia Pacific Journal of Management, Springer, 32(1), 67-94. https://doi.org/10.1007/s10490-014-9381-0
Autio, E., Kenney, M., Mustar, O., Siegel, P. & Wright, M. (2014). Entrepreneurial innovation: The importance of context. Research Policy, 43, 1097-1108. https://doi.org/10.1016/j.respol.2014.01.015
Bae, T.J., Qian, S., Miao, C., & Fiet, J.O. (2014). The relationship between entrepreneurship education and entrepreneurial intentions: a meta-analytic review. Entrepreneurship Theory and Practice, 38(2), 217-254. https://doi.org/10.1111/etap.12095
Bailey, N. (2015). The place of neighborhood in entrepreneurship: attitudes, resources and sorting in Mason, C. et al. (Eds.), Entrepreneurship in cities: neighborhoods, households and homes (pp. 19-38). Edward Elgar.
Bergmann, H., Hundt, C., & Sternberg, R. (2016). What makes student entrepreneurs? - On the relevance (and irrelevance) of the university and the regional context for student start-ups. Small Business Economics, 47, 53-76. http://dx.doi.org/10.1007/s11187-016-9700-6
Bian, L., & Butler, R. (1999). Comparing effects of aggregation methods of statistical and spatial properties of simulated spatial data. Photogrammetric Engineering & Remote Sensing, 65(1), 73-84.
Bode, E. (2004). The spatial pattern of localized R&D spillovers: an empirical investigation for Germany. Journal of Economic Geography, 4(1), 43-64. https://doi.org/10.1093/jeg/4.1.43
Bottazzi, L., & Peri, G. (2003). Innovation and spillovers in regions: Evidence from European patent data. European Economic Review, 47(4), 687-710. https://doi.org/10.1016/S0014-2921(02)00307-0
Breitenecker, R.J., Harms, R., Weyh, A., Maresch, D., & Kraus, S. (2016). When the difference makes a difference - the regional embeddedness of entrepreneurship. Entrepreneurship & Regional Development. 29(1-2), 71-93 http://dx.doi.org/10.1080/0898 5626.2016.1255432
Cardamone, P. (2017). Firm innovation and spillovers in Italy: Does geographical proximity matter? Letters in Spatial and Resource Sciences, 11(1), 1-16. https://doi.org/10.1007/s12076-017-0193-y
Cooper, A. & Folta, T. (2000). Entrepreneurship and high-technology clusters. The Blackwell Handbook of Entrepreneurship, 348- 367. https://doi.org/10.1002/9781405164214.ch17
Dodd, D, Jack, S. & Anderson, A.R. (2013). From admiration to abhorrence: the contentious appeal of entrepreneurship across Europe. Entrepreneurship & Regional Development, 25(1-2), 69-89. http://doi.org/10.1080/08985626.2012.746878
Fossen, F.M., & Martin, T. (2018). Entrepreneurial dynamics over space and time. Regional Science and Urban Economics, 70(c), 204- 214. http://doi.org/10.1016/j.regsciurbeco.2018.04.004
Fritsch, M., (1997). New firms and regional employment change. Small Business Economics, 9, 437-448. https://doi.org/10.1023/A:1007942918390
Furková, A. (2018). Spatial spillovers and European Union regional innovation activities. Central European Journal of Operations Research, 27(3), 815-834. https://doi.org/10.1007/s10100-018-0581-4
Hong, E., Lee, IH., Sun, L., & Harrison, R. (2015). Entrepreneurship across time and space: empirical evidence from Korea. Small Business Economics, 44, 705-719. http://doi.org/10.1007/s11187-014-9613-1
Katz, J. (2003). The chronology and intellectual trajectory of American entrepreneurship education: 1876-1999. Journal of Business Venturing, 18(2), 283-300. https://doi.org/10.1016/S0883-9026(02)00098-8
Lado-Sestayo, R., Neira-Gómez, I., & Chasco-Yrigoyen, C. (2017). Entrepreneurship at regional level: temporary and neighborhood effects. Entrepreneurship Research Journal, 7(4). http://doi.org/10.1515/erj-2017-0111
Lakovleva, T., Kolvereid, L., & Stephan, U. (2011). Entrepreneurial intentions in developing and developed countries. Education + Training, 53(5), 353-370. https://doi.org/10.1108/00400911111147686
Liñán, F., & Chen, Y. (2009). Development and cross-cultural application of a specific instrument to measure entrepreneurial intentions. Entrepreneurship Theory and Practice, 33(3), 593-617. https://doi.org/10.1111/j.1540-6520.2009.00318.x
Liñán, F., & Fayolle, A. (2015). A systematic literature review on entrepreneurial intentions: citation, thematic analyses, and research agenda. International Entrepreneurship Management Journal, 11, 907-933. http://doi.org/10.1007/s11365-015-0356-5
Liñán, F., Nabi, C., & Krueger, N. (2013). British and Spanish entrepreneurial intentions: a comparative study. Revista de Economía Mundial, 33, 73-103.
Lortie, J. & Castogiovanni, G. (2015). The theory of planned behavior in entrepreneurship research: what we know and future directions. International Entrepreneurship and Management Journal, 11(4). http://doi.org/10.1007/s11365-015-0358-3
Pijnenburg, K., & Kholodilin, K.A. (2014). Do regions with entrepreneurial neighbors perform better? a spatial econometric approach for German regions. Regional Studies, 48(5), 866-882. https://doi.org/10.1080/00343404.2012.697143
Plummer, L.A. (2010). Spatial dependence in entrepreneurship research. challenges and methods. Organizational Research Methods, 13(1), 146-175. http://doi.org/10.1177/1094428109334199
Plummer, L.A., & Acs, Z. (2014). Localized competition in the knowledge spillover theory of entrepreneurship. Journal of Business Venturing, 29(1), 121-136. https://doi.org/10.1016/j.jbusvent.2012.10.003
Reynolds, P.D., Bygrave, W.D., Autio, E., Cox, L.W., & Hay, M. (2002). Global Entrepreneurship Monitor: 2002 executive report. Kauffman Center for Entrepreneurial Leadership.
Reynolds, P.D., Miller, B., & Maki, W.R. (1995). Explaining regional variation in business births and deaths: U.S. 1976-88. Small Business Economics, 7, 389-407. https://doi.org/10.1007/BF01302739
Rodríguez-Pose, A. & Crescenzi, R. (2008). Research and development, spillovers, innovation systems, and the genesis of regional growth in Europe. Regional studies, 42 (1). 51-67. https://doi.org/10.1080/00343400701654186
Schutjens, V., & Wever, E. (2000). Determinants of new firm success. Papers in Regional Science, 79(2), 135-153. https://doi. org/10.1111/j.1435-5597.2000.tb00765.x
Serrano-Bedía, A., Pérez-Pérez, M., Palma-Ruíz, M. & López-Fernández, M. (2016). Emprendimiento: visión actual como disciplina de investigación. Un análisis de los números especiales publicados durante 2001-2013. Estudios Gerenciales, 32(138), 82-95. https://doi.org/10.1016/j.estger.2015.09.003
Shapero, A., & Sokol, L. (1982). Social dimensions of entrepreneurship. In C. A. Kent, D. L. Sexton and K. H. Vesper (Eds.), Encyclopedia of Entrepreneurship (pp. 72-90). Prentice Hall.
Sorenson, O. (2018). Social networks and the geography of entrepreneurship. Small Business Economic, 51, 527-537. https://doi.org/10.1007/s11187-018-0076-7
Teixeira, A. (2011). Mapping the (in)visible college(s) in the field of entrepreneurship. Scientometrics, 89,1-36. http://doi.org/10.1007/s11192-011-0445-3
Trivedi, R. (2016) Does university play significant role in shaping entrepreneurial intention? A cross-country comparative analysis. Journal of Small Business and Enterprise Development, 23(3), 790-811. https://doi.org/10.1108/JSBED-10-2015-0149
Turker, D., & Selcuk, S. (2009). Which factors affect entrepreneurial intention of university students? Journal of European Industrial Training, 33(2), 142-159. http://doi.org/10.1108/03090590910939049
von Graevenitz, G., Harhoff, D., & Weber, R. (2010). The effects of entrepreneurship education. Journal of Economic Behavior and Organization, 76(1), 90-112. http://doi.org/10.1016/j.jebo.2010.02.015
Weiss, J., Anisimova, T., & Shirokova, G. (2019). The translation of entrepreneurial intention into start-up behaviour: The moderating role of regional social capital. International Small Business Journal: Researching Entrepreneurship, 37(5). http://doi.org/10.1177/0266242619831170
Wennekers, S., & Thurik, R. (1999). Linking entrepreneurship and economic growth. Small Business. Economics, 13(1), 27-56. https://doi.org/10.1023/A:1008063200484
Wiklund, J., Davidsson P., Audretsch D., & Karlsson, CH. (2011). The Future of Entrepreneurship Research. Entrepreneurship Theory and Practice, 35(1), 1-9. https://doi.org/10.1111/j.1540-6520.2010.00420.x
