Understanding the social sustainability of the Metaverse by integrating UTAUT2 and big five personality traits: A hybrid SEM-ANN approach

尽责 虚拟实境 持续性 人格 五大性格特征 开放的体验 和蔼可亲 期望理论 社会心理学 心理学 计算机科学 外向与内向 生态学 人工智能 生物 虚拟现实
作者
İbrahim Arpacı,Kasım Karataş,İsmail KUŞCİ,Mostafa Al-Emran
出处
期刊:Technology in Society [Elsevier BV]
卷期号:71: 102120-102120 被引量:134
标识
DOI:10.1016/j.techsoc.2022.102120
摘要

The Metaverse is an immersive virtual universe where users interact with each other using an avatar. The Metaverse is promised to offer numerous opportunities for many sectors. While the Metaverse promotes the social interaction between users, there is a scarcity of knowledge on what affects its social sustainability. Hence, this research develops a model by integrating the UTAUT2 constructs and big five personality traits to understand the social sustainability of the Metaverse. The model is tested by employing a hybrid covariance-based structural equation modeling (CB-SEM) and artificial neural network (ANN) approach based on collecting data from 446 Metaverse users. The CB-SEM results showed that performance expectancy, social influence, hedonic motivation, price value, habit, agreeableness, neuroticism, and openness significantly impact the social sustainability of the Metaverse, while no significant effect is reported regarding effort expectancy, facilitating conditions, conscientiousness, and extraversion. All these factors explained 80% of the variance in social sustainability. The ANN results showed that habit is the most important factor in predicting social sustainability. Drawing on these findings, the study offers several theoretical contributions and sheds light on several practical implications for developers, designers, and decision-makers promoting the use of the Metaverse.
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