解读数字创业意向的决定因素:人工智能解决方案的性能预期重要吗?

Cong Doanh Duong, Trung Thanh Le, Ngoc Su Dang, Ngoc Diep Do, Anh Trong Vu
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引用次数: 0

摘要

目的本研究以计划行为理论为基础,旨在探讨个人数字能力(包括信息和数据素养、沟通和协作、安全和保障以及问题解决)在形成认知决定因素和影响数字创业意向方面的作用,并研究人工智能解决方案的绩效预期对数字能力、认知决定因素和数字创业意向之间关系的调节作用。研究结果研究发现,由信息和数据素养、沟通和协作、安全和保障以及问题解决构成的个人数字化能力对认知决定因素(对数字化创业的态度、主观规范和感知行为控制)有显著影响,从而影响数字化创业意向。人工智能解决方案的性能预期也起到了重要的调节作用,增强了数字能力与数字创业意向之间的关系。研究局限/启示建议政策制定者、教育工作者和创业者关注一些实际意义。引入人工智能解决方案的性能预期作为调节因素,为理解技术技能与创业意向之间的相互作用引入了一个细微的维度。
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Unraveling the determinants of digital entrepreneurial intentions: do performance expectancy of artificial intelligence solutions matter?

Purpose

Drawing on the Theory of Planned Behavior, this study aims to explore the role of individual digital competencies, encompassing information and data literacy, communication and collaboration, safety and security, and problem-solving, in shaping cognitive determinants and influencing digital entrepreneurial intentions as well as investigates the moderating effect of performance expectancy of AI solutions on the relationship between digital competencies, cognitive determinants, and digital entrepreneurial intention.

Design/methodology/approach

Using a sample of 1326 MBA students in Vietnam with a stratified sampling approach, the second-order PLS-SEM is used to test the formulated hypotheses rigorously.

Findings

The study reveals that individual digital competencies, sculpted by information and data literacy, communication and collaboration, safety and security, and problem-solving, significantly impact cognitive determinants (attitude towards digital entrepreneurship, subjective norms, and perceived behavioral control), influencing digital entrepreneurial intentions. Performance expectancy of AI solutions also plays a crucial moderating role, enhancing the relationship between digital competencies and digital entrepreneurial intention.

Research limitations/implications

Some practical implications have been recommended for policymakers, educators, and entrepreneurs.

Originality/value

This research provides original empirical findings, validating the impact of a varied array of digital competencies on entrepreneurial mindsets/cognition and intentions. The introduction of performance expectancy of AI solutions as a moderator introduces a nuanced dimension to comprehending the interaction between technological skills and entrepreneurial intentions.

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来源期刊
CiteScore
6.40
自引率
6.50%
发文量
40
期刊介绍: ■Research in SMEs, entrepreneurship and family-run businesses ■Case studies on real-life small business experiences ■Small Business growth and successful enterprises ■Practical advice from small business advisors ■Recruitment, training and development for SMEs ■Performance measurement and business improvement ■Government initiatives and enterprise policy ■SME financing and venture capital. By encouraging debate on the key issues facing SMEs, the journal offers detailed analysis and critical assessment of current best practice, discusses the implications of latest research findings and explores opportunities to break down the barriers that restrict the growth of SMEs.
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