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Determinants of the growth aspiration: a quantitative study of Venezuelan entrepreneurs

Author

Listed:
  • Raquel Puente

    (Autónoma de Occidente University)

  • María Antonia Cervilla

    (Simón Bolívar University)

  • Carlos Giovanni González

    (Icesi University)

  • Nunzia Auletta

    (Urbanización San Bernardino)

Abstract

The article examines the determinants of the growth aspiration of Venezuelan entrepreneurs. We use the GEM database and build an econometric model based on a set of exogenous variables grouped into three large categories: contextual or environmental factors, individual factors and business variables. Given the Venezuelan specific characteristics, we place a particular focus on understanding the differences between entrepreneurs belonging or not to the BoP. The primary findings of this work are the identification of the variables that explain growth aspiration, namely, belonging to the BoP, gender, education, motivation and years of study and some additional variables where individual factors interact with the contextual factor BoP. The second finding is that there are significant differences for the entrepreneurs belonging and not belonging to the BoP, with a threshold where the entrepreneurs of the BoP become averse to continuing to aspire to growth. Practical and policy implications are elaborated with the results.

Suggested Citation

  • Raquel Puente & María Antonia Cervilla & Carlos Giovanni González & Nunzia Auletta, 2017. "Determinants of the growth aspiration: a quantitative study of Venezuelan entrepreneurs," Small Business Economics, Springer, vol. 48(3), pages 699-726, March.
  • Handle: RePEc:kap:sbusec:v:48:y:2017:i:3:d:10.1007_s11187-016-9791-0
    DOI: 10.1007/s11187-016-9791-0
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    as
    1. Johan Wiklund & Dean Shepherd, 2003. "Aspiring for, and Achieving Growth: The Moderating Role of Resources and Opportunities," Journal of Management Studies, Wiley Blackwell, vol. 40(8), pages 1919-1941, December.
    2. Carter, Nancy M. & Gartner, William B. & Shaver, Kelly G. & Gatewood, Elizabeth J., 2003. "The career reasons of nascent entrepreneurs," Journal of Business Venturing, Elsevier, vol. 18(1), pages 13-39, January.
    3. repec:idb:brikps:publication-detail,7101.html?id=23822 is not listed on IDEAS
    4. Saul Estrin & Tomasz Mickiewicz, 2011. "Institutions and female entrepreneurship," Small Business Economics, Springer, vol. 37(4), pages 397-415, November.
    5. Giuseppe De Luca & Valeria Perotti, 2011. "Estimation of ordered response models with sample selection," Stata Journal, StataCorp LP, vol. 11(2), pages 213-239, June.
    6. Cassar, Gavin, 2006. "Entrepreneur opportunity costs and intended venture growth," Journal of Business Venturing, Elsevier, vol. 21(5), pages 610-632, September.
    7. Richard Chiburis & Michael Lokshin, 2007. "Maximum likelihood and two-step estimation of an ordered-probit selection model," Stata Journal, StataCorp LP, vol. 7(2), pages 167-182, June.
    8. Per Davidsson & Frédéric Delmar & Johan Wiklund, 2006. "Entrepreneurship and the Growth of Firms," Books, Edward Elgar Publishing, number 3971.
    9. Sander Wennekers & André Stel & Roy Thurik & Paul Reynolds, 2008. "Nascent entrepreneurship and the level of economic development," Small Business Economics, Springer, vol. 30(3), pages 325-325, March.
    10. Lars Kolvereid & Erlend Bullvag, 1996. "Growth Intentions And Actual Growth: The Impact Of Entrepreneurial Choice," Journal of Enterprising Culture (JEC), World Scientific Publishing Co. Pte. Ltd., vol. 4(01), pages 1-17.
    11. Gudz, Stephen F., 1999. "The Potential Role Of Microfinance Intstitutions In Mobilizing Savings: Lessons From Kenya And Uganda," Working Papers 7226, Cornell University, Department of Applied Economics and Management.
    12. Estrin, Saul & Korosteleva, Julia & Mickiewicz, Tomasz, 2013. "Which institutions encourage entrepreneurial growth aspirations?," Journal of Business Venturing, Elsevier, vol. 28(4), pages 564-580.
    13. Philipp Koellinger, 2008. "Why are some entrepreneurs more innovative than others?," Small Business Economics, Springer, vol. 31(1), pages 21-37, June.
    14. Ivan Light & Léo–Paul Dana, 2013. "Boundaries of Social Capital in Entrepreneurship," Entrepreneurship Theory and Practice, , vol. 37(3), pages 603-624, May.
    15. Amemiya, Takeshi, 1981. "Qualitative Response Models: A Survey," Journal of Economic Literature, American Economic Association, vol. 19(4), pages 1483-1536, December.
    16. Douglass C. North, 2005. "Introduction to Understanding the Process of Economic Change," Introductory Chapters, in: Understanding the Process of Economic Change, Princeton University Press.
    17. Per Davidsson & Johan Wiklund, 2001. "Levels of Analysis in Entrepreneurship Research: Current Research Practice and Suggestions for the Future," Entrepreneurship Theory and Practice, , vol. 25(4), pages 81-100, July.
    18. Karin Sirec & Dijana Mocnik, 2013. "Determinants Of Growth Aspirations: Empirical Evidence Of The South-Eastern European Countries," Economic Review: Journal of Economics and Business, University of Tuzla, Faculty of Economics, vol. 11(1), pages 3-15.
    19. Dave Valliere & Rein Peterson, 2009. "Entrepreneurship and economic growth: Evidence from emerging and developed countries," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 21(5-6), pages 459-480, September.
    20. Magnus Henrekson & Dan Johansson, 2010. "Gazelles as job creators: a survey and interpretation of the evidence," Small Business Economics, Springer, vol. 35(2), pages 227-244, September.
    21. Estrin, Saul & Mickiewicz, Tomasz, 2010. "Entrepreneurship in Transition Economies: The Role of Institutions and Generational Change," IZA Discussion Papers 4805, Institute of Labor Economics (IZA).
    22. Jolanda Hessels & Isabel Grilo & Roy Thurik & Peter Zwan, 2011. "Entrepreneurial exit and entrepreneurial engagement," Journal of Evolutionary Economics, Springer, vol. 21(3), pages 447-471, August.
    23. Ingrid Verheul & Linda Van Mil, 2011. "What determines the growth ambition of Dutch early-stage entrepreneurs?," International Journal of Entrepreneurial Venturing, Inderscience Enterprises Ltd, vol. 3(2), pages 183-207.
    24. Silvia Ardagna & Annamaria Lusardi, 2010. "Explaining International Differences in Entrepreneurship: The Role of Individual Characteristics and Regulatory Constraints," NBER Chapters, in: International Differences in Entrepreneurship, pages 17-62, National Bureau of Economic Research, Inc.
    25. Jonathan P. O'Brien & Timothy B. Folta & Douglas R. Johnson, 2003. "A real options perspective on entrepreneurial entry in the face of uncertainty," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 24(8), pages 515-533.
    26. Harry P Bowen & Dirk De Clercq, 2008. "Institutional context and the allocation of entrepreneurial effort," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 39(4), pages 747-767, June.
    27. Erik Stam & Karl Wennberg, 2009. "The roles of R&D in new firm growth," Small Business Economics, Springer, vol. 33(1), pages 77-89, June.
    28. Diana M. Hechavarria & Mark T. Schenkel & Charles H. Matthews, 2009. "Contextual Motivation and Growth Aspirations Among Nascent Entrepreneurs," International Studies in Entrepreneurship, in: Richard T. Curtin & Paul D. Reynolds (ed.), New Firm Creation in the United States, chapter 0, pages 35-49, Springer.
    29. Zoltan J. Acs & Attila Varga, 2008. "Entrepreneurship, Agglomeration and Technological Change," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 24, pages 341-352, Edward Elgar Publishing.
    30. Wright, Mike & Lockett, Andy & Clarysse, Bart & Binks, Martin, 2006. "University spin-out companies and venture capital," Research Policy, Elsevier, vol. 35(4), pages 481-501, May.
    31. Allen L. Hammond & William J. Kramer & Robert S. Katz & Julia T. Tran & Courtland Walker, 2007. "The Next 4 Billion," Innovations: Technology, Governance, Globalization, MIT Press, vol. 2(1-2), pages 147-158, April.
    32. Zoltán J. Ács (ed.), 1996. "Small Firms And Economic Growth," Books, Edward Elgar Publishing, volume 0, number 524.
    33. Minniti, Maria & Lévesque, Moren, 2008. "Recent developments in the economics of entrepreneurship," Journal of Business Venturing, Elsevier, vol. 23(6), pages 603-612, November.
    34. Rachel S. Shinnar & Olivier Giacomin & Frank Janssen, 2012. "Entrepreneurial Perceptions and Intentions: The Role of Gender and Culture," Entrepreneurship Theory and Practice, , vol. 36(3), pages 465-493, May.
    35. Ruta Aidis & Tomasz Mickiewicz, 2006. "Entrepreneurs, expectations and business expansion: Lessons from Lithuania," Europe-Asia Studies, Taylor & Francis Journals, vol. 58(6), pages 855-880.
    36. Adriaan Van Stel & David Storey, 2004. "The Link between Firm Births and Job Creation: Is there a Upas Tree Effect?," Regional Studies, Taylor & Francis Journals, vol. 38(8), pages 893-909.
    37. Maria Minniti & Wim Naudé, 2010. "Introduction: What Do We Know About The Patterns and Determinants of Female Entrepreneurship Across Countries?," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 22(3), pages 277-293, July.
    38. Kwon, Seok-Woo & Arenius, Pia, 2010. "Nations of entrepreneurs: A social capital perspective," Journal of Business Venturing, Elsevier, vol. 25(3), pages 315-330, May.
    39. Davidsson, Per, 1991. "Continued entrepreneurship: Ability, need, and opportunity as determinants of small firm growth," Journal of Business Venturing, Elsevier, vol. 6(6), pages 405-429, November.
    40. Anders Lundström & Lois A. Stevenson, 2005. "Entrepreneurship Policy: Theory and Practice," International Studies in Entrepreneurship, Springer, number 978-0-387-24202-6, December.
    41. Poh Wong & Yuen Ho & Erkko Autio, 2005. "Entrepreneurship, Innovation and Economic Growth: Evidence from GEM data," Small Business Economics, Springer, vol. 24(3), pages 335-350, January.
    42. Mr. Sebastian Sosa & Ms. Evridiki Tsounta & Miss Marie S Kim, 2013. "Is the Growth Momentum in Latin America Sustainable?," IMF Working Papers 2013/109, International Monetary Fund.
    43. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    44. Erkko Autio & Zoltan Acs, 2009. "Institutional Influences on strategic entrepreneurial Behaviours," Jena Economics Research Papers 2009-080, Friedrich-Schiller-University Jena.
    45. Jonathan Levie & Erkko Autio, 2013. "Growth and growth intentions: a meta-analysis of existing evidence," White Papers 0001, Enterprise Research Centre.
    46. Jonathan Levie & Erkko Autio, 2011. "Regulatory Burden, Rule of Law, and Entry of Strategic Entrepreneurs: An International Panel Study," Journal of Management Studies, Wiley Blackwell, vol. 48, pages 1392-1419, September.
    47. Adnan Efendic & Tomasz Marek Mickiewicz & Anna Rebmann, 2013. "Growth Aspirations and Social Capital: Young Firms in a Post-Conflict Environment," UCL SSEES Economics and Business working paper series 122, UCL School of Slavonic and East European Studies (SSEES).
    48. Davidsson, Per & Honig, Benson, 2003. "The role of social and human capital among nascent entrepreneurs," Journal of Business Venturing, Elsevier, vol. 18(3), pages 301-331, May.
    49. Rod Shrader & Donald S. Siegel, 2007. "Assessing the Relationship between Human Capital and Firm Performance: Evidence from Technology–Based New Ventures," Entrepreneurship Theory and Practice, , vol. 31(6), pages 893-908, November.
    50. Michael A. Hitt & R. Duane Ireland & S. Michael Camp & Donald L. Sexton, 2001. "Strategic entrepreneurship: entrepreneurial strategies for wealth creation," Strategic Management Journal, Wiley Blackwell, vol. 22(6‐7), pages 479-491, June.
    51. McFadden, Daniel, 1974. "The measurement of urban travel demand," Journal of Public Economics, Elsevier, vol. 3(4), pages 303-328, November.
    52. Davidsson, Per, 1989. "Entrepreneurship -- And after? A study of growth willingness in small firms," Journal of Business Venturing, Elsevier, vol. 4(3), pages 211-226, May.
    53. Ted London & Stuart L Hart, 2004. "Reinventing strategies for emerging markets: beyond the transnational model," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 35(5), pages 350-370, September.
    54. Mike Wright & Keith M. Hmieleski & Donald S. Siegel & Michael D. Ensley, 2007. "The Role of Human Capital in Technological Entrepreneurship," Entrepreneurship Theory and Practice, , vol. 31(6), pages 791-806, November.
    55. Siri Terjesen & László Szerb, 2008. "Dice thrown from the beginning? An empirical investigation of determinants of firm level growth expectations," Estudios de Economia, University of Chile, Department of Economics, vol. 35(2 Year 20), pages 153-178, December.
    56. Frédéric Delmar & Johan Wiklund & Per Davidsson, 2006. "Entrepreneurship and the Growth of Firms," Post-Print hal-01892801, HAL.
    57. Frédéric Delmar & Johan Wiklund & Per Davidsson, 2006. "Entrepreneurship and the Growth of Firms," Post-Print hal-01892798, HAL.
    58. Van de Ven, Wynand P. M. M. & Van Praag, Bernard M. S., 1981. "The demand for deductibles in private health insurance : A probit model with sample selection," Journal of Econometrics, Elsevier, vol. 17(2), pages 229-252, November.
    59. Paul D. Reynolds & Nancy M. Carter & William B. Gartner & Patricia G. Greene, 2004. "The Prevalence of Nascent Entrepreneurs in the United States: Evidence from the Panel Study of Entrepreneurial Dynamics," Small Business Economics, Springer, vol. 23(4), pages 263-284, November.
    60. Polona Tominc & Miroslav Rebernik, 2007. "Growth Aspirations and Cultural Support for Entrepreneurship: A Comparison of Post-Socialist Countries," Small Business Economics, Springer, vol. 28(2), pages 239-255, March.
    61. Jolanda Hessels & Marco Gelderen & Roy Thurik, 2008. "Entrepreneurial aspirations, motivations, and their drivers," Small Business Economics, Springer, vol. 31(3), pages 323-339, October.
    62. Claudia Álvarez & David Urbano & José Amorós, 2014. "GEM research: achievements and challenges," Small Business Economics, Springer, vol. 42(3), pages 445-465, March.
    63. Levesque, Moren & Minniti, Maria, 2006. "The effect of aging on entrepreneurial behavior," Journal of Business Venturing, Elsevier, vol. 21(2), pages 177-194, March.
    64. Zoltan Acs & Sameeksha Desai & Jolanda Hessels, 2008. "Entrepreneurship, economic development and institutions," Small Business Economics, Springer, vol. 31(3), pages 219-234, October.
    65. Pia Arenius & Maria Minniti, 2005. "Perceptual Variables and Nascent Entrepreneurship," Small Business Economics, Springer, vol. 24(3), pages 233-247, February.
    66. Zoltan Acs & Laszlo Szerb, 2007. "Entrepreneurship, Economic Growth and Public Policy," Small Business Economics, Springer, vol. 28(2), pages 109-122, March.
    67. Gabriella Cacciotti & James C. Hayton, 2014. "Fear of Failure and Entrepreneurship: A review and direction for future research," Research Papers 0024, Enterprise Research Centre.
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