影响中小企业在电子商务中采用人工智能的因素

Soliman Aljarboa
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引用次数: 0

摘要

技术的飞速发展从根本上改变了企业的运营。因此,企业越来越多地利用技术来加强其流程并获得竞争优势。在这种情况下,在电子商务中采用人工智能(AI)已成为业务发展的一个关键领域。然而,目前对决定中小型企业在电子商务中采用人工智能的关键因素还缺乏了解。因此,为了填补这一空白,本研究旨在调查影响中小企业在电子商务中采用人工智能工具的因素。本研究还将探讨中小企业采用人工智能如何促进这些组织的业务绩效。为此,本研究提出了一个基于动态能力框架、创业导向和以客户为中心的系统的综合模型。本研究的经验数据是通过数字调查收集的,调查对象是沙特阿拉伯的中小企业。研究使用结构方程模型(SEM)对收集到的数据进行了分析,结果支持动态能力和创业导向在促进电子商务采用人工智能方面的作用。研究证实了采用人工智能对提高中小企业经营业绩的重要作用。本研究旨在为实践做出若干理论贡献和启示。这也将为中小企业提供有价值的见解,有助于它们做出决策和制定战略。不过,必须承认本研究的局限性,本文稍后将讨论这些局限性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Factors influencing the adoption of artificial intelligence in e-commerce by small and medium-sized enterprises

The rapid evolution of technology has fundamentally transformed business operations. Therefore, companies are increasingly leveraging technology to enhance their processes and gain a competitive edge. In this context, the adoption of artificial intelligence (AI) in e-commerce has become a crucial area for business development. However, there is currently a lack of understanding regarding the key factors that determine the adoption of AI in e-commerce by small and medium-sized enterprises. Thus, to fill this gap, this study aims to investigate the factors influencing the adoption of AI tools in e-commerce for SMEs. This study will also explore how the adoption of AI by SMEs contributes to the business performance of these organizations. To achieve this, the study proposes an integrated model based on the dynamic capabilities framework, entrepreneurial orientation, and customer-centric systems. Empirical data for the current study were collected using a digital survey, which was disseminated to a purposive sample of SMEs in Saudi Arabia. Analysis of the collected data was performed using structural equation modeling (SEM), and the results support the role of both dynamic capabilities and entrepreneurial orientation in facilitating the adoption of AI in e-commerce. The study confirms of the significant role of AI adoption in enhancing the business performance of SMEs. This study seeks to make several theoretical contributions and implications for practice. This will also provide small and medium-sized companies with valuable insights that help in making decisions and building strategies. However, it is important to acknowledge the limitations of this study, which will be discussed later in the paper.

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