采用 ChatGPT 能否激发高校学生的数字创业意向?SCCT和TPB的综合模型

Cong Doanh Duong, Thanh Hieu Nguyen, Tuan Vu Chu, Thanh Van Pham, Ngoc Diep Do
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引用次数: 0

摘要

目的 本研究旨在将社会认知职业理论与计划行为理论相结合,以揭示参与 ChatGPT 如何影响个人数字创业意向的复杂动态,其背后是认知和理性职业过程的串行调解机制。在通过 Cronbach's alpha 和确认性因子分析评估量表的信度和效度后,进行了多元回归分析,以检验提出的假设。研究结果研究结果表明,采用 ChatGPT 能显著提高人工智能感知能力、创业机会识别能力和数字化创业自我效能感。研究发现,数字创业自我效能感对数字创业态度有积极影响,而数字创业自我效能感反过来又促进了数字创业意向。因此,通过增强数字创业自我效能感和积极态度的连续途径,采用 ChatGPT 会对数字创业意向产生连续的间接影响。本研究的发现为创业者、高等教育机构和政策制定者提供了宝贵的建议。串行调解模型扩展了对所涉及的复杂认知和推理过程的理解,为人工智能在创业中的作用提供了一个新的视角。
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Whether ChatGPT adoption inspires higher education students’ digital entrepreneurial intention? An integrated model of the SCCT and the TPB
Purpose This study aims to integrate the Social Cognitive Career Theory with the Theory of Planned Behavior to unravel the intricate dynamics of how engaging with ChatGPT affects individuals’ digital entrepreneurial intention, underlying the serial mediation mechanism of the cognitive and reasoned career process. Design/methodology/approach This research use a cross-sectional design, drawing on a sample of 604 higher education students from six universities in Vietnam. Multiple regression analyses were conducted to test the formulated hypotheses after assessing the reliability and validity of scales through Cronbach’s alpha and confirmatory factor analysis. Findings The results indicate that ChatGPT adoption significantly increases perceived AI competencies, entrepreneurial opportunity recognition and digital entrepreneurial self-efficacy. Digital entrepreneurial self-efficacy was found to have a positive impact on attitudes toward digital entrepreneurship, which, in turn, fosters digital entrepreneurial intention. ChatGPT adoption thus poses serial indirect impacts on digital entrepreneurial intention through the sequential pathways of enhanced digital entrepreneurial self-efficacy and positive attitudes. Practical implications This study’s findings provide valuable recommendations for entrepreneurs, higher education institutions and policymakers. Originality/value This research contributes to the entrepreneurship literature by integrating two prominent theoretical frameworks to elucidate how ChatGPT adoption impacts digital entrepreneurial intentions. The serial mediation model expands that understanding of the complex cognitive and reasoned processes involved, providing a novel perspective on the role of AI in entrepreneurship.
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来源期刊
CiteScore
6.30
自引率
10.30%
发文量
32
期刊介绍: The International Journal of Innovation Science publishes fundamental and applied research in innovation practices. As the official journal of the International Association of Innovation Professionals (IAOIP), the journal is a forum for the exchange of advanced knowledge in innovation, including emerging technologies and best practices, tools and techniques, metrics, and organization design and culture; as well as the stakeholder engagement, change management, and leadership skills required to ensure innovation succeeds. Areas of Coverage: -Innovation processes, methods, techniques- Individual''s role in Innovation- Improvements in HR, marketing, finance, or other disciplines that enable innovation- Innovation practices in specific industries or countries- Innovation centers, incubators, labs...- Regional or national economic development/policies related to innovation- Innovation competency, skills- Innovation conventions, competitions, or training- Innovation for entrepreneurs-Regional impacts on innovation- Growing innovationthrough university programs- Attracting innovative companies and entrepreneurs
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