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Using Partial Least Squares Structural Equation Modeling to Predict Entrepreneurial Capacity in Transition Economies

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Advanced Technologies, Systems, and Applications III (IAT 2018)

Part of the book series: Lecture Notes in Networks and Systems ((LNNS,volume 59))

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Abstract

Many theoretical and empirical studies indicate the significant influence of environmental challenges and characteristics on entrepreneurship. Drawing insights from this research, this paper defines the structural model to analyze synergistic influences of certain elements of Entrepreneurial Factor Conditions on the entrepreneurial capacity in Slovenia and Bosnia and Herzegovina. The analyzed structural model consists of three environmental dimensions – entrepreneurial education and training, cultural and social norms and research and development, and higher-order construct entrepreneurial capacity as a final target dependent variable. Partial Least Squares Structural Equation Modeling analyzed relationships between chosen variables. The obtained results indicate the highest significance of the cultural and social norms of entrepreneurial capacity in both countries. Entrepreneurial education and training does not have the direct effect on entrepreneurial capacity in factor-driven Bosnia and Herzegovina’s economy which suggests that education programs are insufficiently extended with necessary tools for starting and managing the new business. Research and development has an important role in entrepreneurial capacity in both countries because as it yields innovation as a generator of ideas for new business and technological changes creating new opportunities for entrepreneurship activities.

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References

  1. Acemoglu, D.: Modeling inefficient institutions. In: Blundell, R., Newey, W., Persson, T. (eds.) Advances in Economic Theory, Proceedings of 2005 World Congress, pp. 341–380. Cambridge University Press, New York (2006)

    Google Scholar 

  2. Aidis, R., Estrin, S., Mickiewicz, T.: Institutions and entrepreneurship development in Russia: a comparative perspective. J. Bus. Ventur. 23(6), 656–672 (2008)

    Article  Google Scholar 

  3. Amorós, J., Bosma, N.S.: Global entrepreneurship monitor 2013 global report: fifteen years of assessing entrepreneurship across the globe (2014). http://www.gemconsortium.org/docs/3106/gem-2013-global-report/. Accessed 10 Jan 2018

  4. Burgelman, R., Maidique, M., Wheelwright, S.: Strategic Management of Technology and Innovation. McGraw-Hill Higher Education, New York (2001)

    Google Scholar 

  5. Busenitz, L.W., Gómez, C., Spencer, J.W.: Country institutional profiles: unlocking entrepreneurial phenomena. Acad. Manag. J. 43(5), 994–1003 (2000)

    Google Scholar 

  6. Chin, W.W.: The partial least squares approach to structural equation modeling. In: Marcoulides, G.A. (ed.) Modern Methods for Business Research, pp. 295–336. Lawrence Erlbaum Associates, Mahwah (1998)

    Google Scholar 

  7. Cooper, S.Y., Park, J.S.: The impact of incubator organizations on opportunity recognition and technology innovation in new, entrepreneurial high-technology ventures. Int. Small Bus. J. 26(1), 27–56 (2008)

    Article  Google Scholar 

  8. Davidsson, P.: Nascent entrepreneurship: empirical studies and developments. Found. Trends Entrep. Res. 2(1), 1–76 (2006)

    Google Scholar 

  9. Hair, J.F., Ringle, C.M., Sarstedt, M.: Partial least squares structural equation modeling: rigorous applications, better results and higher acceptance (2013)

    Google Scholar 

  10. Hair, J.F., Hult, G.T., Ringle, C.M., Sarstedt, M.: A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). Sage, Thousand Oaks (2014)

    MATH  Google Scholar 

  11. Hair, J.F., Hult, G.T., Ringle, C.M., Sarstedt, M.: A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM), 2nd edn. Sage, Thousand Oaks (2017)

    MATH  Google Scholar 

  12. Henry, C., Hill, F., Leitch, C.: Entrepreneurship Education and Training. Ashgate, Aldershot (2003)

    Google Scholar 

  13. Henseler, J., Ringle, C.M., Sarstedt, M.: A new criterion for assessing discriminant validity in variance-based structural equation modeling. J. Acad. Mark. Sci. 43(1), 115–135 (2015)

    Article  Google Scholar 

  14. Hofstede, G.: Culture’s Consequences: International Differences in Work Related Values. Sage, Beverly Hills (1984)

    Google Scholar 

  15. Katz, J.A.: The chronology and intellectual trajectory of American entrepreneurship education. J. Bus. Ventur. 18(2), 283–300 (2003)

    Article  MathSciNet  Google Scholar 

  16. Levie, J., Autio, E.: A theoretical grounding and test of the GEM model. Small Bus. Econ. 31(3), 235–263 (2008)

    Article  Google Scholar 

  17. Lohmöller, J.B.: Predictive vs. structural modeling: Pls vs. ml. In: Latent Variable Path Modeling with Partial Least Squares, pp. 199–226 (1989). Physica, Heidelberg

    Google Scholar 

  18. Mueller, S.L., Thomas, A.S.: Culture and entrepreneurial potential: a nine country study of locus of control and innovativeness. J. Bus. Ventur. 16(1), 51–75 (2000)

    Article  Google Scholar 

  19. North, D.C.: Understanding the Process of Economic Change. Princeton University Press, Princeton (2005)

    Book  Google Scholar 

  20. Nunnally, J.: Psychometric Theory, 2nd edn. McGraw-Hill, New York (1978)

    Google Scholar 

  21. Nyström, K.: The institutions of economic freedom and entrepreneurship: evidence from panel data. Public Choice 136(3–4), 269–282 (2008)

    Article  Google Scholar 

  22. Reynolds, P., Storey, D.J., Westhead, P.: Cross-national comparisons of the variation in new firm formation rates. Reg. Stud. 28(4), 443–456 (1994)

    Article  Google Scholar 

  23. Reynolds, P., Bosma, N.S., Autio, E., et al.: Global entrepreneurship monitor: data collection design and implementation 1998–2003. Small Bus. Econ. 24(3), 205–231 (2005)

    Article  Google Scholar 

  24. Sarstedt, M., Henseler, J., Ringle, C.M.: Multigroup analysis in partial least squares (PLS) path modeling: alternative methods and empirical results. In: Sarstedt, M., Schwaiger, M., Taylor, C.R. (eds.) Measurement and Research Methods in International Marketing (Advances in International Marketing), vol. 22, pp. 195–218. Emerald Group Publishing Limited, Bingley (2011)

    Chapter  Google Scholar 

  25. Schumpeter, J.A.: Business Cycles: A Historical and Statistical Analysis of the Capitalist Process. McGraw-Hill, New York (1939)

    Google Scholar 

  26. Solomon, G.T., Duffy, S., Tarabishy, A.: The state of entrepreneurship education in the United States: a nationwide survey and analysis. Int. J. Entrep. Educ. 1(1), 65–86 (2002)

    Google Scholar 

  27. Spencer, J.W., Gómez, C.: The relationship among national institutional structures, economic factors and domestic entrepreneurial activity: a multi-country study. J. Bus. Res. 57(10), 1098–1107 (2004)

    Article  Google Scholar 

  28. Sternberg, R., Wennekers, S.: Determinants and effects of new business creation using global entrepreneurship monitor data. Small Bus. Econ. 24(3), 193–203 (2005)

    Article  Google Scholar 

  29. Tushman, M.L., Anderson, P.: Technological discontinuities and organizational environments. Adm. Sci. Q. 31(3), 439–465 (1986)

    Article  Google Scholar 

  30. Wennekers, S., Van Wennekers, A., Thurik, R., Reynolds, P.: Nascent entrepreneurship and the level of economic development. Small Bus. Econ. 24(3), 293–309 (2005)

    Article  Google Scholar 

  31. Wold, H.: Path models with latent variables: the NIPALS approach. In: Quantitative Sociology, pp. 307–357 (1975)

    Google Scholar 

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Correspondence to Matea Zlatković .

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Zlatković, M. (2019). Using Partial Least Squares Structural Equation Modeling to Predict Entrepreneurial Capacity in Transition Economies. In: Avdaković, S. (eds) Advanced Technologies, Systems, and Applications III. IAT 2018. Lecture Notes in Networks and Systems, vol 59. Springer, Cham. https://doi.org/10.1007/978-3-030-02574-8_3

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