The mediating role of attitude towards the technology in shaping artificial intelligence usage among professionals

IF 4.7 Telematics and Informatics Reports Pub Date : 2025-03-01 Epub Date: 2025-02-12 DOI:10.1016/j.teler.2025.100188
Md Mehedi Hasan Emon , Tahsina Khan
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Abstract

This study aims to explore the factors influencing the adoption of artificial intelligence (AI) among professionals in Bangladesh, with a particular focus on the mediating role of attitudes toward AI in the adoption process. The research is grounded in the Unified Theory of Acceptance and Use of Technology (UTAUT). Data were collected through a structured questionnaire distributed to 551 professionals across various sectors in Bangladesh, yielding 330 usable responses. The data were analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM) to test the proposed hypotheses. The quantitative approach facilitated a comprehensive examination of direct and mediated relationships between constructs. The findings indicate that performance expectancy, effort expectancy, social influence and facilitating conditions significantly influence behavioral intentions to adopt AI. Attitudes toward AI were found to mediate the relationship between these factors and the intention to use AI. Notably, performance expectancy, social influence and facilitating conditions had the strongest effects on behavioral intention, while effort expectancy was also important predictors. The study is limited by its reliance on self-reported data, which may be subject to social desirability bias. Future research could explore longitudinal designs and additional factors such as organizational culture and environmental influences. The findings provide actionable insights for policymakers and organizational leaders to develop targeted strategies that promote AI adoption among professionals in developing countries. Understanding AI adoption in a developing country can help bridge the digital divide and promote inclusive technological growth. This study contributes to the literature by integrating UTAUT in a developing country context, highlighting the mediating role of attitudes in AI adoption.
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对技术的态度在塑造专业人员对人工智能的使用中的中介作用
本研究旨在探讨影响孟加拉国专业人员采用人工智能(AI)的因素,特别关注对人工智能的态度在采用过程中的中介作用。该研究基于技术接受与使用统一理论(UTAUT)。数据通过结构化问卷收集,分发给孟加拉国各个部门的551名专业人员,得到330份可用答复。使用偏最小二乘结构方程模型(PLS-SEM)对数据进行分析,以检验提出的假设。定量方法促进了构念之间直接和中介关系的全面检查。结果表明,绩效期望、努力期望、社会影响和促进条件显著影响人工智能的行为意愿。研究发现,对人工智能的态度调解了这些因素与使用人工智能的意图之间的关系。值得注意的是,表现期望、社会影响和便利条件对行为意向的影响最大,而努力期望也是重要的预测因素。这项研究的局限性在于它依赖于自我报告的数据,这可能会受到社会可取性偏见的影响。未来的研究可以探讨纵向设计和其他因素,如组织文化和环境的影响。研究结果为政策制定者和组织领导人制定有针对性的战略,促进发展中国家专业人员采用人工智能提供了可操作的见解。了解发展中国家采用人工智能有助于弥合数字鸿沟,促进包容性技术增长。本研究通过在发展中国家背景下整合UTAUT,突出了态度在人工智能采用中的中介作用,从而为文献做出了贡献。
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