Shi Zifu, Chen Huohong, Guan Jinliang, Xie Yuntian, Huang Sijing, Chen Xiaohao, Liu Baojuan, Shu Ye
School of Educational Science, Hunan Normal University, Changsha, China; Cognition and Human Behavior Key Laboratory of Hunan Province, Changsha, China.
School of Educational Science, Hunan Normal University, Changsha, China; Cognition and Human Behavior Key Laboratory of Hunan Province, Changsha, China.
Addict Behav. 2021 Dec;123:107041. doi: 10.1016/j.addbeh.2021.107041. Epub 2021 Jul 3.
Over the last ten years, several studies investigating the role of metacognitions in addictive behaviors, including technological addictions, have been published. Problematic Smartphone use has been conceptualized as a behavioural addiction and a psychometrically sound self-report measure to assess metacognitions about PSU has been recently published. The objective of this study was to evaluate some psychometric properties (e.g., factor structure, reliability, and validity) of the Chinese Metacognitions about Smartphone Use Questionnaire (Chinese MSUQ).
A sample of 698 undergraduates (F = 54.70%, mean age = 19.89 ± 1.38 years) were enrolled in China. An exploratory factor analysis was first performed in a randomly allocated subsample of 349 participants. A confirmatory factor analysis was then computed on a second subsample of 349 participants to test its fitting with the identified factor structure. Internal consistency and predictive validity were verified.
The result of exploratory factor analysis showed a 2-factor structure, which consists of positive metacognitions concerning emotional and cognitive regulation and social advantages of smartphone use (MSUQ-PM) and negative metacognitions about uncontrollability and cognitive harm of smartphone use (MSUQ-NM). The confirmatory factor analysis indicated that the 2-factor structure of Chinese MSUQ had appropriate fit. Cronbach's Alphas ranged from 0.90 to 0.92. Additionally, regression analysis showed that MSUQ-PM and MSUQ-NM positively predicted PSU. Notably, MSUQ-NM is a stronger predictor of PSU compared with MSUQ-PM, with a rescaled importance of 86.36%.
The Chinese MSUQ has appropriate psychometric properties, suggesting it is a reliable instrument to assess metacognitions about smartphone use in the Chinese context.
在过去十年中,已经发表了几项研究,探讨元认知在成瘾行为(包括科技成瘾)中的作用。问题性智能手机使用已被概念化为一种行为成瘾,并且最近发表了一种心理测量上合理的自我报告测量方法,用于评估关于问题性智能手机使用的元认知。本研究的目的是评估中文《智能手机使用元认知问卷》(Chinese MSUQ)的一些心理测量特性(例如,因子结构、信度和效度)。
在中国招募了698名本科生样本(女性占54.70%,平均年龄 = 19.89 ± 1.38岁)。首先在349名参与者的随机分配子样本中进行探索性因子分析。然后在349名参与者的第二个子样本上进行验证性因子分析,以测试其与确定的因子结构的拟合情况。验证了内部一致性和预测效度。
探索性因子分析结果显示出一个双因子结构,它由关于智能手机使用的情绪和认知调节以及社交优势的积极元认知(MSUQ-PM)和关于智能手机使用的不可控性和认知危害的消极元认知(MSUQ-NM)组成。验证性因子分析表明,中文MSUQ的双因子结构具有适当的拟合度。克朗巴哈系数范围为0.90至0.92。此外,回归分析表明,MSUQ-PM和MSUQ-NM正向预测问题性智能手机使用。值得注意的是,与MSUQ-PM相比,MSUQ-NM是问题性智能手机使用的更强预测因子,重新缩放后的重要性为86.36%。
中文MSUQ具有适当的心理测量特性,表明它是在中国背景下评估智能手机使用元认知的可靠工具。