An empirical comparison of prominent theories of social media discontinuance: Toward a synthesized model

IF 8.2 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Isaac Vaghefi , Ofir Turel , John D'Arcy
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引用次数: 0

Abstract

Research on social media (SM) discontinuance draws on a range of theories and constructs to explain this phenomenon, making it difficult to evaluate the relative predictive strengths of these theories or identify common themes across their explanations. In this paper, we address these challenges by conducting an empirical comparison of eight prominent theories used to study SM discontinuance, based on survey data from 344 SM users. Building on these findings, we performed additional empirical comparisons and conceptual analyses and conducted a Delphi study to develop a proposed synthesized model of SM discontinuance. This model uses the theory of planned behavior as its core framework and incorporates six antecedent categories that reflect shared elements among the constructs from the examined theories. The synthesized model was empirically validated using the survey data, providing a cohesive explanation of key factors driving SM discontinuance. Our findings clarify which theories are most effective for predicting and explaining SM discontinuance and offer a streamlined framework that can serve as a foundation for future research on this topic.
社交媒体中断主要理论的实证比较:走向一个综合模型
对社交媒体(SM)中断的研究利用了一系列理论和结构来解释这一现象,因此很难评估这些理论的相对预测优势,也很难在这些理论的解释中找出共同的主题。在本文中,我们基于344名SM用户的调查数据,对研究SM中断的八种主要理论进行了实证比较,以解决这些挑战。在这些发现的基础上,我们进行了额外的实证比较和概念分析,并进行了德尔菲研究,以建立一个拟议的SM中断综合模型。该模型使用计划行为理论作为其核心框架,并结合了六个先行类别,这些类别反映了所研究理论的构念之间的共享元素。利用调查数据对综合模型进行了实证验证,为SM中断的关键因素提供了一个有凝聚力的解释。我们的研究结果澄清了哪些理论最有效地预测和解释SM中断,并提供了一个简化的框架,可以作为未来研究这一主题的基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Information & Management
Information & Management 工程技术-计算机:信息系统
CiteScore
17.90
自引率
6.10%
发文量
123
审稿时长
1 months
期刊介绍: Information & Management is a publication that caters to researchers in the field of information systems as well as managers, professionals, administrators, and senior executives involved in designing, implementing, and managing Information Systems Applications.
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