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February 22, 2026BMC Psychology0 citationsOpen Access

The AI-powered entrepreneur: how ChatGPT adoption amplifies the impact of education on digital entrepreneurial intention via self-efficacy and perceived control?

NPNga Quynh Thi PhamAPAnh Phuong Ha PhamTNThi Minh Thi Nguyen

Key Points

  • To investigate the impact of ChatGPT adoption on entrepreneurial education and its effects on digital entrepreneurial intention through psychological mechanisms.
  • Online survey of 718 university students
  • Analysis using structural equation modeling
  • Assessment of planned behavior theory and social cognitive theory
  • Entrepreneurship education significantly enhances perceived behavioral control and self-efficacy
  • Both perceived control and self-efficacy positively influence digital entrepreneurial intentions
  • Perceived behavioral control is identified as a stronger predictor than self-efficacy
  • ChatGPT adoption strengthens the TPB - SCT framework, enhancing both perceived control and self-efficacy

Abstract

Digital transformation is reshaping entrepreneurship and the educational ecosystem. It creates new opportunities but also raises questions about the psychological mechanisms that shape digital entrepreneurship intentions and the role of artificial intelligence tools. This study aims to test an integrated model of planned behavior theory and social cognitive theory to assess the role of ChatGPT adoption on entrepreneurship education and digital entrepreneurial intention. Data were collected via an online survey of 718 university students across various fields and analyzed using structural equation modeling with SmartPLS 4. The results show that entrepreneurship education enhances perceived behavioral control and self-efficacy. At the same time, both factors promote digital entrepreneurship intentions, with perceived behavioral control being a stronger predictor. Notably, ChatGPT adoption strengthens the TPB - SCT framework by enhancing perceived behavioral control and self-efficacy, thereby reinforcing the psychological mechanisms underlying digital entrepreneurial intention. This study suggests directions for building entrepreneurship education programs that incorporate AI technology to improve training efficiency.

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Cite This Study

Pham et al. (2026) studied this question.

synapsesocial.com/papers/699a9cc6482488d673cd27b5https://doi.org/10.1186/s40359-026-04195-0
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