聊天机器人
知识管理
实证研究
结构方程建模
商业智能
业务
营销
经验证据
中小企业
测量数据收集
竞争情报
计算机科学
人工智能
哲学
统计
数学
认识论
财务
机器学习
作者
Shavneet Sharma,Gurmeet Singh,Nazrul Islam,Amandeep Dhir
出处
期刊:IEEE Transactions on Engineering Management
[Institute of Electrical and Electronics Engineers]
日期:2022-10-03
卷期号:71: 1773-1786
被引量:41
标识
DOI:10.1109/tem.2022.3203469
摘要
Developments in artificial intelligence (AI) have led to the emergence of new technologies offering unique business opportunities. This article examines the factors influencing AI-based chatbot implementation by small and medium enterprises (SMEs). We grounded the article's conceptual model in the technology–organization–environment (TOE) framework. Employing a quantitative research methodology, we collected data from 292 SME respondents via an online survey. We then utilized covariance-based structural equation modeling to analyze the data. The empirical results reveal that perceived employee capability, perceived availability of financial support, perceived top management support, perceived cost, perceived complexity, and perceived relative advantage are positively associated with SMEs' AI-based chatbot adoption intention. This article, thus, contributes to the scarce literature on the adoption of AI-based chatbots for SMEs in developing small island countries. The findings provide meaningful insights to developers, marketers, and SMEs to enhance firms’ performance and competitiveness by increasing the adoption of AI-based chatbots.
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