首页> 外文期刊>Industrial marketing management >SMEs and artificial intelligence (AI): Antecedents and consequences of AI-based B2B practices
【24h】

SMEs and artificial intelligence (AI): Antecedents and consequences of AI-based B2B practices

机译:中小企业和人工智能(AI):一种基于AI的B2B实践的前一种和后果

获取原文
获取原文并翻译 | 示例
       

摘要

Development of small and medium enterprises (SMEs) is a key approach to achieving economic growth in the Middle East and successful adoption of technology is vital for SMEs' success and continuity. Artificial intelligence (AI) is part of a new generation of technologies that can facilitate competitive advantage but currently there is a lack of evidence regarding AI applications in relation to B2B SMEs in Middle East countries. Therefore, this study empirically examines antecedents to, and consequences of, successful acceptance of AI practices by B2B SMEs in Saudi Arabia. A conceptual model based on the technology-organisation-environment framework is developed which considers the impact of AI enablers and AI readiness on the acceptance of AI practices, and the impact of this on relational governance, performance, and SMEs' AI-based business customer interaction. The conceptual model was tested using structural equation modelling of survey data collected from B2B SMEs (n = 392). The results showed that, of the AI enablers, acceptance of AI practices was significantly influenced by both technology roadmapping and attitude but not professional expertise. Of the AI readiness variables, acceptance of AI practices was significantly influenced by infrastructure and awareness but not technicality. The acceptance of AI practices was found to significantly affect AI-enabled relational governance and performance, and SME's business customer AI-based interaction. This study provides a broader base for theoretical and practical understanding of issues related to AI practices in SMEs and the B2B sector in general.
机译:中小企业发展(中小企业)是实现中东经济增长的关键方法,成功采用技术对中小企业的成功和连续性至关重要。人工智能(AI)是新一代技术的一部分,可以促进竞争优势,但目前缺乏有关中东国家B2B中小企业的AI应用的证据。因此,本研究经验审查了B2B中小企业在沙特阿拉伯的B2B中小企业成功接受AI实践的先发病人。开发了一种基于技术组织环境框架的概念模型,它考虑了AI推动者和AI准备就准备对AI实践的影响以及对关系治理,绩效和中小企业的影响的影响,以及基于基于AI的影响的影响相互作用。使用从B2B中小企业中的调查数据的结构方程建模测试概念模型(n = 392)。结果表明,由于AI推动者,通过技术路线表和态度的验收,对AI实践的接受受到显着影响,而不是专业的专业知识。在AI准备变量中,接受AI实践受基础设施和意识的显着影响,而不是技术性。发现AI实践的接受显着影响了启用AI的关系治理和绩效,以及中小企业的业务客户AI的互动。本研究提供了更广泛的基础,用于理论和实际理解与中小企业和B2B部门的AI实践有关的问题。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号