采用 ChatGPT 如何刺激数字创业:刺激-组织-反应视角

IF 5.3 2区 材料科学 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY ACS Applied Nano Materials Pub Date : 2024-07-03 DOI:10.1016/j.ijme.2024.101019
Cong Doanh Duong, Thanh Hieu Nguyen
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引用次数: 0

摘要

随着人工智能(AI)的出现及其在包括创业在内的各行各业产生的变革性影响,人们迫切需要了解人工智能是如何融入创业实践的。本研究运用 "刺激-组织-反应 "理论来解释在创业中采用 ChatGPT、机会识别和数字创业知识对数字创业自我效能感的影响,而自我效能感反过来又会增强数字创业意向和行为。此外,我们的研究还探讨了技术压力在数字创业自我效能、数字创业意向和数字创业行为之间的调节作用。本研究以 1326 名使用 ChatGPT 进行创业活动的越南 MBA 学生为样本,采用分层随机抽样的方法,运用结构方程模型对提出的假设进行检验。研究发现,在创业过程中使用 ChatGPT 会对机会识别、数字创业知识和数字创业自我效能产生积极影响。研究还发现,数字创业自我效能感对人工智能相关刺激对数字创业意向和行为的影响有显著的中介作用。此外,技术压力对数字创业自我效能感和意向之间的关系起负调节作用。因此,本研究的发现拓展了对人工智能驱动型创业的理论理解,并为从业者提供了实践启示。
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How ChatGPT adoption stimulates digital entrepreneurship: A stimulus-organism-response perspective

With the advent of Artificial Intelligence (AI) and its transformative effects across different sectors, including entrepreneurship, there is a pressing need to understand how AI is integrated into entrepreneurial practices. This study applies the Stimulus-Organism-Response theory to explain the impacts of ChatGPT adoption in entrepreneurship, opportunity recognition, and digital entrepreneurial knowledge on digital entrepreneurial self-efficacy, which in turn, increases digital entrepreneurial intentions and behaviors. Moreover, our study examines the moderating role of technostress in the relationship between digital entrepreneurial self-efficacy, digital entrepreneurial intention, and digital entrepreneurial behaviors. Drawing on the sample of 1326 MBA Vietnamese students who used ChatGPT for their entrepreneurial activities, with the stratified random sampling approach, structural equation modeling is employed to test formulated hypotheses. This study reveals that ChatGPT adoption in entrepreneurship positively influences opportunity recognition, digital entrepreneurial knowledge, and digital entrepreneurial self-efficacy. Digital entrepreneurial self-efficacy was also found to significantly mediate the impacts of AI-related stimuli on digital entrepreneurial intention and behavior. Furthermore, technostress negatively moderates the relationship between digital entrepreneurial self-efficacy and intention. The findings of this research thus extend the theoretical understanding of AI-driven entrepreneurship and offer practical implications for practitioners.

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来源期刊
CiteScore
8.30
自引率
3.40%
发文量
1601
期刊介绍: ACS Applied Nano Materials is an interdisciplinary journal publishing original research covering all aspects of engineering, chemistry, physics and biology relevant to applications of nanomaterials. The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrate knowledge in the areas of materials, engineering, physics, bioscience, and chemistry into important applications of nanomaterials.
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