游戏化AI如何塑造客户动机、参与度和购买行为

IF 8.9 2区 管理学 Q1 BUSINESS
Maher Georges Elmashhara, Roberta De Cicco, Susana C. Silva, Maik Hammerschmidt, Maria Levi Silva
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引用次数: 0

摘要

最近,公司开始将会话人工智能(AI)代理(如聊天机器人)游戏化,以改善购买结果。本文通过调查游戏化聊天机器人对客户参与的各个维度(认知、情感和行为)的功利主义和享乐主义动机的影响,以及这些维度对客户购买行为的后续影响,探讨了将游戏化融入人工智能系统的策略。通过一项横断面研究和两项涉及与游戏化聊天机器人真实互动的实验研究,本研究确定了两条值得关注的关键路径:从享乐动机到行为参与的最佳路径,导致购买增加;从功利动机到情感参与的有害路径,减少购买。此外,该研究还比较了两种游戏化聊天机器人的效果,发现基于机会的游戏化聊天机器人与基于知识共享的游戏化聊天机器人相比,更符合最佳路径,从而导致更高的购买,同时避免了客户觉得有义务玩游戏。基于这些发现,本文提供了通过游戏化AI互动引发有利心理和行为反应的可行见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
How gamifying AI shapes customer motivation, engagement, and purchase behavior
Recently, firms started to gamify conversational artificial intelligence (AI) agents, such as chatbots, to improve purchase outcomes. This article explores strategies for incorporating gamification into AI systems by investigating the impact of utilitarian and hedonic motivations facilitated by gamified chatbots on various dimensions of customer engagement (cognitive, emotional, and behavioral), as well as the subsequent effects of these dimensions on customers' purchase behavior. By conducting one cross‐sectional and two experimental studies involving real interactions with gamified chatbots, this research identifies two crucial paths that warrant attention: an optimal path from hedonic motivation to behavioral engagement, resulting in enhanced purchase, and a detrimental path from utilitarian motivation to emotional engagement, which reduces purchase. Furthermore, the research compares the effects of two types of gamified chatbots and reveals that a game‐of‐chance‐based chatbot, as opposed to a knowledge‐sharing gamified chatbot, aligns with the optimal path, leading to higher purchasing while at the same time avoiding that customers feel obligated to play the game. Based on these findings, the article provides actionable insights for eliciting favorable psychological and behavioral responses through gamified AI interactions.
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来源期刊
CiteScore
12.10
自引率
20.90%
发文量
127
期刊介绍: Psychology & Marketing (P&M) publishes original research and review articles dealing with the application of psychological theories and techniques to marketing. As an interdisciplinary journal, P&M serves practitioners and academicians in the fields of psychology and marketing and is an appropriate outlet for articles designed to be of interest, concern, and applied value to its audience of scholars and professionals. Manuscripts that use psychological theory to better understand the various aspects of the marketing of products and services are appropriate for submission.
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