心理学
验证性因素分析
背景(考古学)
探索性因素分析
感觉
应用心理学
焦点小组
可靠性(半导体)
度量(数据仓库)
社会化媒体
社会心理学
心理测量学
计算机科学
结构方程建模
临床心理学
万维网
数据挖掘
生物
机器学习
物理
业务
古生物学
营销
功率(物理)
量子力学
标识
DOI:10.3389/fpsyg.2023.1296747
摘要
Introduction MSM users have many concerns when disclosing information, such as role conflicts and privacy risks, which can result in nondisclosure. We call these negative feelings associated with MSM use “psychological self-withdrawal” (PSW). Methods Using a mixed-methods design, this study develops and validates an instrument for measuring PSW in the WeChat context, based on focus-group interviews (seven participants), one-on-one interviews (eight participants), and a survey of 1200 WeChat users. Results The result shows that PSW measure is a four-item instrument designed to measure PSW in the WeChat context. The results of two exploratory factor analysis pilot tests ( n = 91 and n = 81) and a final confirmatory factor analysis test ( n = 1200) indicate that the PSW measure has good internal consistency ( α = 0.839), factorial validity, and a single-factor structure. Discussion The study defines PSW as “users’ series of negative feelings when using WeChat” and develops and validates an PSW measurement, using focus groups, interviews, and a survey. A four-item PSW with acceptable reliability and validity was finally developed.
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