Iancu Ioana, Iancu Bogdan
Department of Communication, Public Relations, and Advertising, Babeș-Bolyai University, Cluj-Napoca, Romania.
Computer Science Department, Technical University of Cluj-Napoca, Cluj-Napoca, Romania.
Front Psychol. 2023 Jan 16;13:1111003. doi: 10.3389/fpsyg.2022.1111003. eCollection 2022.
Within the technological development path, chatbots are considered an important tool for economic and social entities to become more efficient and to develop customer-centric experiences that mimic human behavior. Although artificial intelligence is increasingly used, there is a lack of empirical studies that aim to understand consumers' experience with chatbots. Moreover, in a context characterized by constant population aging and an increased life-expectancy, the way aging adults perceive technology becomes of great interest. However, based on the digital divide (unequal access to technology, knowledge, and resources), and since young adults (aged between 18 and 34 years old) are considered to have greater affinity for technology, most of the research is dedicated to their perception. The present paper investigates the way chatbots are perceived by middle-aged and aging adults in Romania.
An online opinion survey has been conducted. The age-range of the subjects is 40-78 years old, a convenience sampling technique being used ( = 235). The timeframe of the study is May-June 2021. Thus, the COVID-19 pandemic is the core context of the research. A covariance-based structural equation modelling (CB-SEM) has been used to test the theoretical assumptions as it is a procedure used for complex conceptual models and theory testing.
The results show that while perceived ease of use is explained by the effort, the competence, and the perceive external control in interacting with chatbots, perceived usefulness is supported by the perceived ease of use and subjective norms. Furthermore, individuals are likely to further use chatbots (behavioral intention) if they consider this interaction useful and if the others' opinion is in favor of using it. Gender and age seem to have no effect on behavioral intention. As studies on chatbots and aging adults are few and are mainly investigating reactions in the healthcare domain, this research is one of the first attempts to better understand the way chatbots in a not domain-specific context are perceived later in life. Likewise, judging from a business perspective, the results can help economic and social organizations to improve and adapt AI-based interaction for the aging customers.
在技术发展进程中,聊天机器人被视为经济和社会实体提高效率以及开发模仿人类行为的以客户为中心体验的重要工具。尽管人工智能的应用日益广泛,但旨在了解消费者与聊天机器人体验的实证研究却很匮乏。此外,在人口老龄化持续且预期寿命增加的背景下,老年人对技术的认知方式变得备受关注。然而,基于数字鸿沟(对技术、知识和资源的不平等获取),且由于年轻人(18至34岁)被认为对技术有更强的亲和力,大多数研究都致力于他们的认知。本文调查了罗马尼亚中年人和老年人对聊天机器人的认知方式。
开展了一项在线意见调查。受试者年龄范围为40至78岁,采用便利抽样技术(n = 235)。研究时间为2021年5月至6月。因此,新冠疫情是研究的核心背景。基于协方差的结构方程模型(CB - SEM)被用于检验理论假设,因为它是用于复杂概念模型和理论检验的一种方法。
结果表明,虽然感知易用性由与聊天机器人交互时的努力、能力和感知到的外部控制来解释,但感知有用性则由感知易用性和主观规范来支撑。此外,如果个体认为这种交互有用且他人的意见也支持使用,他们就更有可能进一步使用聊天机器人(行为意图)。性别和年龄似乎对行为意图没有影响。由于关于聊天机器人和老年人的研究较少,且主要调查医疗保健领域的反应,本研究是首次尝试更好地理解在非特定领域背景下,老年人如何看待聊天机器人的研究之一。同样,从商业角度来看,研究结果可以帮助经济和社会组织改进并调整针对老年客户的基于人工智能的交互方式。