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The Frontiers of Society, Science and Technology, 2026, 8(1); doi: 10.25236/FSST.2026.080105.

The Relationship between Carl Jung’s Eight Cognitive Functions and Social Entrepreneurial Intention: A Study Based on LLM Social Simulation

Author(s)

Shuyang Ye

Corresponding Author:
Shuyang Ye
Affiliation(s)

Guangdong Country Garden School, Foshan, 528312, China

Abstract

This study focuses on the causal relationship between Social Entrepreneurial Intention (SEI) and personalities based on Carl Jung’s Cognitive Function theory. The current research gaps in the field of SEI and the popularity of MBTI (based on Cognitive Function theory) make this article significant. There are two research questions in this article: “Does Cognitive Function predict SEI? If so, how does each function affect SEI specifically?” For our method, we used LLM social simulation to create 16 groups of the same 100 people assigned with 16 possible combinations of Cognitive Functions. Next, we simulated 1600 responses to a questionnaire measuring SEI on a scale of 1-7, with proper reasoning provided by LLM. Lastly, we used multiple linear regression tests to analyze the data and provide answers to our research questions. The results in the regression test suggest that Cognitive Function is a strong predictor of SEI, and each of the Cognitive Functions has distinct impacts on SEI. The outcome of this study fills existing research gaps and can be utilized in various ways that benefit society.

Keywords

Carl Jung; 8 Cognitive Functions; Social Entrepreneurial Intention; LLM Social Simulation

Cite This Paper

Shuyang Ye. The Relationship between Carl Jung's Eight Cognitive Functions and Social Entrepreneurial Intention: A Study Based on LLM Social Simulation. The Frontiers of Society, Science and Technology (2026), Vol. 8, Issue 1: 25-34. https://doi.org/10.25236/FSST.2026.080105.

References

[1] Jost Hamschmidt, Pirson, M & Kim, M. 2011, Case studies in social entrepreneurship and sustainability : the oikos collection, Greenleaf, Sheffield.

[2] Austin, J., Stevenson, H., & Wei-Skillern, J. (2006). Social and commercial entrepreneurship: Same, different, or both? Entrepreneurship Theory and Practice, 30(1), 1–22. https://doi.org/10.1111/j.1540-6520. 2006.00107.x

[3] Tan, L. P., Le, A. N. H., & Xuan, L. P. (2019). A Systematic Literature Review on Social Entrepreneurial Intention. Journal of Social Entrepreneurship, 11(3), 1–16. https://doi.org/10. 1080/19420676.2019.1640770

[4] İrengün, O., & Arıkboğa, Ş. (2015). The Effect of Personality Traits on Social Entrepreneurship Intentions: A Field Research. Procedia - Social and Behavioral Sciences, 195, 1186–1195. https://doi. org/10.1016/j.sbspro.2015.06.172

[5] Jung, C. (1921). Psychological types. Routledge.

[6] Pittenger, D. (2005). Cautionary comments regarding the Myers-Briggs Type Indicator. ResearchGate.https://www.researchgate.net/publication/232494957_Cautionary_comments_regarding_the_Myers-Briggs_Type_Indicator

[7] Cunff, A.-L. L. (2019, October 23). The comforting pseudoscience of the MBTI. Ness Labs. https: //nesslabs.com/mbti

[8] Anthis, J. R., Liu, R., Richardson, S. M., Kozlowski, A. C., Koch, B., Evans, J., Brynjolfsson, E., & Bernstein, M. (2025). LLM social simulations Are a Promising Research Method. ArXiv.org. https: //arxiv.org/abs/2504.02234 

[9] Field, E., Krivkovich, A., Kügele, S., Robinson, N., & Yee, L. (2023, October 5). Women in the Workplace 2023. McKinsey & Company; McKinsey & Company. https://www.mckinsey.com/featured-insights/diversity-and-inclusion/women-in-the-workplace-2023

[10] Comparison of AI Models across Quality, Performance, Price Artificial Analysis. (n.d.). Artificialanalysis.ai. https://artificialanalysis.ai/models

[11] facebook.com/psychecentral. (2024, December 26). Exploring the Validity and Reliability of Personality Tests: Statistics on Personality Tests Validit. Psyche Central. https://psychecentral. org/statistics-on-personality-tests-validity-and-reliability/

[12] Kruse, P., Chipeta, E. M., Surujlal, J., & Wegge, J. (2023). Development and Validation of a New Social Entrepreneurial Intention Scale in South Africa and Germany. Journal of Social Entrepreneurship, 1–27. https://doi.org/10.1080/19420676.2023.2205419

[13] Nardi, D. (2011). Neuroscience of personality: brain savvy insights for all types of people. Radiance House.