打开职业之门!: ChatGPT在数字创业机会识别和利用中的作用

Cong Doanh Duong, Thi Thanh Hoa Phan, Bich Ngoc Nguyen, Thanh Van Pham, Ngoc Diep Do, Anh Trong Vu
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引用次数: 0

摘要

本研究旨在扩展刺激-有机体-反应(SOR)模型,研究人工智能相关刺激,特别是创业中采用ChatGPT对个体认知有机体(如数字创业身份渴望)和随后的行为反应(如数字创业机会探索和利用)的影响,并测试压力源(如技术焦虑)的负向调节作用。以1326名越南MBA学生为样本,采用分层抽样方法,采用结构方程模型(SEM)严格检验所提出的关系并检验调节效应。研究结果揭示了扩展SOR模型中的复杂动态,展示了ChatGPT在创业中的采用与数字创业身份渴望、数字创业机会探索和利用之间的积极关系。此外,本研究还揭示了数字创业身份渴望的中介作用和技术焦虑的调节作用,为这些因素在数字创业背景下的相互作用提供了细致入微的见解。本研究通过将SOR框架应用于数字创业的背景下,研究人工智能驱动的刺激如何影响认知和行为维度,从而推进了学术论述。将技术焦虑作为一种压力源增加了一个新的维度,解决了在创业环境中采用人工智能时经常被忽视的心理障碍。从业者可以从这项研究中获得实用的见解,战略性地利用人工智能技术来培养数字企业家身份,把握数字机会,并克服技术焦虑带来的挑战。虽然这项研究提供了有价值的贡献,但它对自我报告数据的依赖和横断面设计可能会限制因果推论和推广。未来的研究应该考虑纵向设计和多样化的样本,如成熟的企业家或非亚洲人口,以探索ChatGPT在更广泛的背景下的采用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Opening a career door!: The role of ChatGPT adoption in digital entrepreneurial opportunity recognition and exploitation
This study aims to extend the Stimulus-Organism-Responses (SOR) model by investigating the influence of AI-related stimulus, particularly ChatGPT adoption in entrepreneurship, on individuals’ cognitive organism (e.g., digital entrepreneurial identity aspiration) and subsequent behavioral responses (e.g., digital entrepreneurial opportunity exploration and exploitation) as well as testing the negative moderation of stressor (i.e., technology anxiety). Using a sample of 1326 MBA students in Vietnam with a stratified sampling approach, structural equation modeling (SEM) is employed to rigorously examine the proposed relationships and test the moderation effect. The findings of the study unravel the complex dynamics within the extended SOR model, showcasing positive relationships between ChatGPT adoption in entrepreneurship and digital entrepreneurial identity aspiration, digital entrepreneurial opportunity exploration, and exploitation. Additionally, the research sheds light on the mediating role of digital entrepreneurial identity aspiration and the moderating effect of technology anxiety, providing nuanced insights into how these factors interact in the context of digital entrepreneurship. This research advances the academic discourse by applying the SOR framework to the context of digital entrepreneurship, investigating how AI-driven stimuli influence cognitive and behavioral dimensions. The inclusion of technology anxiety as a stressor adds a novel dimension, addressing the often-overlooked psychological barriers associated with AI adoption in entrepreneurial contexts. Practitioners can draw practical insights from this research to strategically leverage AI technologies in fostering digital entrepreneurial identity, navigating digital opportunities, and overcoming challenges posed by technology anxiety. While this study offers valuable contributions, its reliance on self-reported data and a cross-sectional design may limit causal inferences and generalizability. Future research should consider longitudinal designs and diverse samples, such as established entrepreneurs or non-Asian populations, to explore ChatGPT adoption in broader contexts.
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