Managerial framework for evaluating AI chatbot integration: Bridging organizational readiness and technological challenges

IF 5.8 3区 管理学 Q1 BUSINESS
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Abstract

The ubiquity of chatbots continues to expand, offering a multitude of benefits for firms. While acknowledging the capabilities of AI chatbots to handle customer interactions and improve response times, we critically examine several challenges they present, including interoperability challenges, data protection concerns, and biased output. This research presents a novel framework for managers to assess a firm’s readiness to adopt AI chatbot technology through the lens of the technology acceptance model (TAM), which has been adapted to account for the critical challenges associated with the emerging technology. Incorporating four factors—subjective norms, compatibility, facilitating conditions, and trust—allows for a more holistic assessment of a firm’s readiness to adopt AI chatbot technology. The framework, together with a readiness assessment tool, provides a comprehensive mechanism for managerial decision-making, focusing on the adoption of AI chatbots in customer service, sales, and marketing business functions. In exploring these factors, our article explores the managerial implications of integrating AI chatbots into business processes, ensuring an informed and holistic approach to technology adoption.

评估人工智能聊天机器人集成的管理框架:连接组织准备和技术挑战
聊天机器人的普及范围不断扩大,为企业带来了诸多益处。在肯定人工智能聊天机器人处理客户互动和提高响应速度的能力的同时,我们也认真研究了它们带来的几个挑战,包括互操作性挑战、数据保护问题和有偏差的输出。本研究提出了一个新颖的框架,管理者可以通过技术接受模型(TAM)来评估公司采用人工智能聊天机器人技术的准备情况。将主观规范、兼容性、便利条件和信任这四个因素结合起来,可以更全面地评估公司采用人工智能聊天机器人技术的准备程度。该框架与准备程度评估工具一起,为管理决策提供了一个综合机制,重点关注在客户服务、销售和营销业务职能中采用人工智能聊天机器人。在探讨这些因素时,我们的文章探讨了将人工智能聊天机器人整合到业务流程中的管理意义,确保在采用技术时采取知情和全面的方法。
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来源期刊
Business Horizons
Business Horizons BUSINESS-
CiteScore
17.70
自引率
5.40%
发文量
105
期刊介绍: Business Horizons, the bimonthly journal of the Kelley School of Business at Indiana University, is dedicated to publishing original articles that appeal to both business academics and practitioners. Our editorial focus is on covering a diverse array of topics within the broader field of business, with a particular emphasis on identifying critical business issues and proposing practical solutions. Our goal is to inspire readers to approach business practices from new and innovative perspectives. Business Horizons occupies a distinctive position among business publications by offering articles that strike a balance between academic rigor and practical relevance. As such, our articles are grounded in scholarly research yet presented in a clear and accessible format, making them relevant to a broad audience within the business community.
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