作为未来经济工具的人工智能对会计程序的影响:沙特阿拉伯的经验证据

IF 1.7 3区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Information Retrieval Journal Pub Date : 2024-07-16 DOI:10.1007/s10791-024-09452-7
Mahfoudh Hussein Mgammal
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引用次数: 0

摘要

本研究通过考察会计专业人员对人工智能实施的态度、理解和实践,研究人工智能(AI)对沙特阿拉伯会计程序的变革性影响。通过向沙特阿拉伯的会计专业人员发放问卷调查,使用偏最小二乘法(PLS)技术进行了数据分析。我们发现,人工智能的认知与使用、人工智能的参与与会计师、人工智能的影响与会计程序之间存在着重要的直接关系。这一发现表明,了解并使用人工智能的会计师更有可能参与人工智能,从而导致会计程序的积极变化。此外,人工智能对会计程序的影响与会计效率之间的稳健正相关关系表明,人工智能具有显著的积极影响。研究结果显示,人工智能的参与和影响在这些关系中发挥了重要的中介作用。这些研究结果表明,虽然人工智能的认知和使用本身就能带来会计结果的改善,但人工智能的参与程度及其影响会对效果产生中介作用。我们提供了令人信服的证据,证明人工智能对会计行业产生了积极影响。了解并使用人工智能的会计师更有可能参与并体验到其会计程序的积极变化。我们就人工智能对会计程序的影响提供了理论见解,为学术界提供了宝贵的资源,并提出了未来研究的领域。本书为从业人员提供了将人工智能融入其实践的有效策略,强调了利用人工智能的变革潜力,同时应对潜在的挑战。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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The influence of artificial intelligence as a tool for future economies on accounting procedures: empirical evidence from Saudi Arabia

This study investigates the transformative influence of artificial intelligence (AI) on accounting procedures in Saudi Arabia by examining accounting professionals’ attitudes, understanding, and practices regarding AI implementation. Using a questionnaire-based survey distributed among accounting professionals in Saudi Arabia, data analysis was conducted using the partial least squares (PLS) technique. We find significant direct relationships between AI awareness and usage, AI engagement and accountants, and the impact of AI and accounting procedures. This finding suggests that accountants who are knowledgeable about and utilize AI are more likely to be engaged in AI, leading to positive changes in accounting procedures. Moreover, the robust positive relationship between AI’s impact on accounting procedures and accounting efficiency indicates a significant positive influence. The outcomes revealed that AI engagement and impact played significant mediating roles in these relationships. These findings suggest that, while AI awareness and usage alone can lead to improved accounting outcomes, the effect is mediated by the level of engagement with AI and its impact. We provide compelling evidence that AI positively affects the accounting profession. Accountants who are aware of and use AI are more likely to engage in and experience positive changes in their accounting procedures. We provide theoretical insights into the influence of AI on accounting procedures, offer valuable resources to academics, and suggest areas for future research. It equips practitioners with effective strategies for incorporating AI into their practices, highlighting the harnessing of AI’s transformative potential of AI while addressing potential challenges.

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来源期刊
Information Retrieval Journal
Information Retrieval Journal 工程技术-计算机:信息系统
CiteScore
6.20
自引率
0.00%
发文量
17
审稿时长
13.5 months
期刊介绍: The journal provides an international forum for the publication of theory, algorithms, analysis and experiments across the broad area of information retrieval. Topics of interest include search, indexing, analysis, and evaluation for applications such as the web, social and streaming media, recommender systems, and text archives. This includes research on human factors in search, bridging artificial intelligence and information retrieval, and domain-specific search applications.
期刊最新文献
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