是什么造就了数字企业家?人工智能相关驱动因素对新兴数字创业活动的作用

Cong Doanh Duong
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引用次数: 0

摘要

目的本研究采用 "刺激-有机体-反应(SOR)"模型,旨在探讨人工智能驱动的刺激因素(如创业中采用的 ChatGPT 和感知到的人工智能能力)如何刺激个体的认知有机体(如数字创业机会的探索和利用),以及这些刺激因素如何单独、一致或不一致地触发个体的行为反应(如新生数字创业活动)。研究结果研究结果表明,在创业过程中采用 ChatGPT 和感知到的人工智能能力对个人的数字创业机会探索和利用有积极而显著的影响,而这反过来又会对新生的数字创业活动产生积极影响。此外,研究还指出,数字创业机会的探索和利用可以相互结合,以触发新生数字创业活动的效果。原创性/价值本研究在人工智能采用和创业的背景下验证了 SOR 模型,为学术界做出了贡献。它强调了刺激、认知反应和行为结果的顺序过程,揭示了数字创业环境中的细微影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
What makes for digital entrepreneurs? The role of AI-related drivers for nascent digital start-up activities
PurposeApplying the Stimulus–Organism–Response (SOR) model, this study aims to explore how AI-driven stimuli (e.g. ChatGPT adoption in entrepreneurship and perceived AI competencies) stimulate individuals’ cognitive organisms (e.g. digital entrepreneurial opportunity exploration and exploitation), and how these individually, congruently, and incongruently trigger their behavioral responses (e.g. nascent digital start-up activities).Design/methodology/approachUtilizing a sample of 1326 MBA students in Vietnam with a stratified sampling approach, multiple linear regression and polynomial regression with response surface analysis were used to test hypotheses.FindingsThe findings reveal that ChatGPT adoption in entrepreneurship and perceived AI competencies have a positive and significant impact on individuals’ digital entrepreneurial opportunity exploration and exploitation, which in turn, positively affects nascent digital start-up activities. Moreover, the study also reports that digital entrepreneurial opportunity exploration and exploitation can be congruently combined with each other to trigger the effects of nascent digital start-up activities.Practical implicationsSome valuable recommendations based on the findings have been provided for practitioners and policymakers.Originality/valueThe study contributes to the academic landscape by validating the SOR model within the context of AI adoption and entrepreneurship. It emphasizes the sequential processes of stimulus, cognitive responses, and behavioral outcomes, shedding light on nuanced effects in the digital entrepreneurial landscape.
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