Abstract
In line with further investigation into the issue of the entrepreneurial attitude, this study extends the work by Faghih et al. (2019) to introduce a new concept named Entrepreneurial Attitude Entropy. The way that this study follows to achieve this objective is based on Shannon’s entropy appraisal method. Considering the nature of the entropy method, which refers to the rate of the chaos and irregularity, this study would be able to rank the GEM member countries in terms of Entrepreneurial Attitude Entropy. The main finding of this study, foremost, was the strong quadratic equation estimated between Entrepreneurial Attitude Entropy and Human Development Index (HDI) which fully conforms to some theories like “planned behavior.”
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Notes
Linear, logarithmic, inverse, quadratic, cubic, S, exponential, power, compound, growth, logistic
This can be modeled as a Bernoulli process.
Abbreviations
- GEM:
-
Global Entrepreneurship Monitor
- HDI:
-
Human Development Index
- GDP:
-
gross domestic product
- EADI:
-
Entrepreneurship Attitude Dispersion Index
- EAI:
-
Entrepreneurial Attitude Index
- ECI:
-
Entrepreneurial Capacity Index
- EAE:
-
Entrepreneurship Attitude Entropy
References
Ajzen, I. (1985). From intentions to action: A theory of planned behavior. In J. Huhl & J. Beckman (Eds.), Will; performance; control (psychology); motivation (psychology) (pp. 11–39). Springer-Verlag.
Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211.
Choe, H. G. (2016). Stochastic analysis for finance with simulations. Springer, 583–558.
Clausius, R. (1867). The mechanical theory of heat–With its applications to the steam engine and to physical properties of bodies. London: John van Voorst. Retrieved 19 June 2012. Contains English translations of many of his other works.
Clausius, R. (1870). "On a mechanical theorem applicable to heat". Philosophical Magazine, Ser. 4 40:122–27.
Clayton, J., & Giauque, W. (1932). The heat capacity and entropy of carbon monoxide. Journal of the American Chemical Society, 54, 2610–2626.
Cruz, L. D., Suprapti, S., & Yasa, K. (2015). Aplikasi Theory of Planned Behavior Dalam Membangkitkan Niat Berwirausaha Bagi Mahasiswa Fakultas Ekonomi Unpaz, Dili Timor Leste. E-Jurnal Ekonomi dan Bisnis Universitas Udayana, 4(12), 895–920.
De Nevers, N. (2012). Physical and chemical equilibrium for chemical engineers. Wiley.
Drucker, P. (1970). Entrepreneurship in business Enterprise. Journal of Business Policy. Vol 1.
Dugdale, J. S. (1996). Entropy and its physical meaning. Taylor & Francis Ltd.
Faghih, N., Bonyadi, E., & Sarreshtehdari, L. (2019). Global entrepreneurship capacity and entrepreneurial attitude indexing based on the global entrepreneurship monitor (GEM) dataset. Globalization and Development, 43, 13–55.
Gibbs, J. V. (1878). On the equilibrium of heterogeneous substances. American Journal of Science Series 3, 16, 441–458.
Goldstein, S., and Lebowitz, J.L. (2003). On the (Boltzmann) entropy of nonequilibrium systems. arXiv:cond-mat/0304251 [cond-mat.stat-mech]. arXiv.org e-Print archive.
Hansen, L., Criddle, R. S., & Battley, E. H. (2009). Biological calorimetry and the thermodynamics of the origination and evolution of life. Pure and Applied Chemistry, 81(10), 1843–1855.
Harrison, R., & Lieitch, C. (2018). Research handbook on entrepreneurship and leadership, Elgar Paper presented at the meeting of the Academy of Management. MA.
Hartwick, J., & Barki, H. (1994). Explaining the role of use participation in information system use. Management Science, 40(4), 440–465. 7.
Hayflick, L. (2007). Entropy explains aging, genetic determinism explains longevity, and undefined terminology explains misunderstanding both. PLoS Genetics, 3(12) e220, 2351–2354.
James, P., Peebles, E., Page, L., & Partridge, R. (2009). Finding the big bang. Cambridge University Press.
Jaynes, E. T. (1957). Information theory and statistical mechanics II. Physical Review, 108, 171–190.
Jaynes, E.T. (1996). "The Gibbs paradox", Retrieved November 8, 2005.
Joseph R. (2016). Quantum physics of god: How consciousness became the universe and created itself, Cosmology.com.
Kolvereid, L., & Isaksen, E. (2006). New business start-up and subsequent entry into self-employment. Journal of Business Venturing, 21, 866–885.
Kostic, M. M. (2014). The elusive nature of entropy and its physical meaning. Entropy, 16, 953–967.
Kovalev A. (2015). Misuse of thermodynamic entropy in economics, http://ssrn.com/abstract=2635663.
Krueger, N. F. (1993). The impact of prior entrepreneurial exposure on perceptions of new venture feasibility and desirability. Entrepreneurship Theory and Practice, 18(1), 5–21.
Kumar, L., & Joseph, R. (2010). Big bang? A critical review. Journal of Cosmology, 6, 1533–1547.
Landsberg, P. T. (1984). Is equilibrium always an entropy maximum? Journal of Statistical Physics, 35, 159–169.
Lee, Y., & Kozar, K. (2005). Investigating factors affecting the anti-spyware system adoption. Communications of the ACM, 48(8), 72–77.
Maduka, A. C., Madichie, C. V., & Eze, E. A. (2017). Globalization and economic growth: Evidence from Nigeria. International Journal of Social Science and Economic Research, 02, 4177.
Ozaralli, N., & Rivenburgh, N. K. (2016). Entrepreneurial intention: antecedents to entrepreneurial behavior in the U.S.A. and Turkey. Ozaralli and Rivenburgh. Journal of Global Entrepreneurship Research, 6, 3. https://doi.org/10.1186/s40497-016-0047-x.
Prigogine, I., & Wiame, J. M. (1946). Biologie et thermodynamique des phénomènes irréversibles. Experientia, 2(451), 453.
Puriwat, W., & Tripopsakul, S. (2015). The comparative study of attitude steward entrepreneurial intention between Asian and Europe: An analysis using GEM data. The Comparative Study of Attitudes toward Entrepreneurial Intention, 13(6), 4485–4494.
Raifeartaigh, O. C. (2014). Einstein’s cosmic model of 1931 revisited> an analysis and translation of a forgotten model of universe. European Physical Journal H, 39, 63–85.
Rakovic D., Osnovi Biofizike. (2008). IASC&IEFPG, (In Serbian).
Rong, Q. (2012). Entropy-based set pair analysis model on geological disaster risk for military engineering. Engineering, 4, 76–82.
Sandler, S. I. (2011). An introduction applied to statistical thermodynamics. John Wiley & Sons.
Schrödinger, E. (2003). What is life? The physical aspect of the living cell. Cambridge university press.
Schumpeter, J. A. (1965). Economic theory and entrepreneurial history. In H. G. Aitken (Ed.), Explorations in enterprise. Harvard University Press.
Sestak, J. (2011). Glassy, amorphous, and nano-crystalline materials: Thermal physics. Springer.
Shannon, C. E. (1948). A mathematical theory of communication. Bell System Technical Journal, 27(3), 379–423. https://doi.org/10.1002/j.15387305.1948.tb01338.xhdl:11858/00-001M-0000-002C-4314-2.
Tribus, M., & McIrving, E. C. (1971). Energy and information. Scientific American, 225, 179–188.
Tshikovhi, N., & Shambare, R. (2015). Entrepreneurial knowledge, personal attitudes, and entrepreneurship intentions among South African Enactus students. Problems and Perspectives in Management. Volume 13, Issue 1
Utami, W. C. (2017). Attitude, subjective norms, perceived behavior, entrepreneurship education and self efficacy toward entrepreneurial intention university student in Indonesia, European Research Studies Journal. VolumeXX, Issue2A
Velásquez, T., Adolfo, J., Arias, V., Alejandro, H. B., Jonathan, E. D., Luisa, M. U. F., María, P. M. L., and , Orlando, F. (2018). Characterization of entrepreneurial intention in university students as from systemic entrepreneurship intention model: A case study. Cuadernos de Gestión 18(2) : 95–114, http://hdl.handle.net/10810/30013.
Acknowledgements
We are grateful to reviewers for their wonderful comments and suggestions throughout the review process. We also thank Mr. Moein Heydari for his help in editing this paper. Additionally, we highly wish to thank our parents and family for inspiring us during this research.
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The reports and dataset about individual factors released by the Global Entrepreneurship Monitor (GEM) in the years from 2002 through 2009 have been used throughout this study.
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Nezameddin Faghih: The main ideas behind the paper have been developed by him, and also, he acted as the supervisor trying to improve the structures of this article.
Lida Sarreshtehdari: investigation, resources, preparing the draft, review and editing, project administration.
Ebrahim Bonyadi: conceptualization, methodology, software, validation, formal analysis, data curation, writing—original draft, writing—review and editing, supervision, project administration.
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Faghih, N., Sarreshtehdari, L. & Bonyadi, E. Entrepreneurial attitude entropy. J Glob Entrepr Res 11, 201–211 (2021). https://doi.org/10.1007/s40497-021-00278-x
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DOI: https://doi.org/10.1007/s40497-021-00278-x