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探索中国居民媒体使用频率与焦虑之间的关系:一项潜在类别分析。

Exploring the relation between media usage frequency and anxiety among Chinese residents: a latent profile analysis.

作者信息

Guo Yi, Gong Zhuliu, Zhang Ziyi, Ma Baotong, Xia Ruitong, Lu Yuanwei, Liu Jingwen, Xin Hanjia, Cao Yumeng, Yang Saier, Li Runqing, Liu Yi, Fan Siyuan

机构信息

School of Journalism and Communication, Chongqing University, Chongqing, China.

School of Stomatology, North Sichuan Medical College, Nanchong, Sichuan, China.

出版信息

Front Psychiatry. 2025 Mar 11;16:1475626. doi: 10.3389/fpsyt.2025.1475626. eCollection 2025.

Abstract

OBJECTIVE

This study investigates the relationship between media usage patterns and anxiety levels, specifically examining how different media usage profiles influence anxiety across various demographic groups.

METHODOLOGY

A total of 11,031 respondents from 120 cities across China were classified into three media usage profiles-Traditional Media-Dominant Users, New Media-Dominant Users, and Omni-Media Users-using Latent Profile Analysis (LPA) based on their media usage frequency. Demographic covariates were excluded during the initial profiling to ensure the analysis focused solely on media usage patterns. Multiple linear regression analyses were then conducted to examine the relationship between media usage types and anxiety levels. Finally, factors influencing anxiety across the different media usage profiles were explored separately.

RESULTS

The analysis revealed that both Traditional Media-Dominant and Omni-Media Users exhibited significantly higher levels of anxiety compared to New Media-Dominant Users. Factors such as geographic region, health literacy, income, debt, employment stability, and property ownership showed varying effects on anxiety across the profiles. Additionally, perceived stress and depression were identified as consistent, positive predictors of anxiety in all media usage groups.

CONCLUSIONS

Compared to New Media-Dominant Users, both Traditional Media-Dominant and Omni-Media Users exhibited stronger associations with anxiety. These findings suggest that anxiety is influenced by multiple intersecting factors across media usage profiles, highlighting the need for tailored interventions that consider individuals' specific media engagement patterns.

摘要

目的

本研究调查媒体使用模式与焦虑水平之间的关系,具体考察不同的媒体使用概况如何影响不同人口群体的焦虑。

方法

基于来自中国120个城市的11031名受访者的媒体使用频率,运用潜在剖面分析(LPA)将其分为三种媒体使用概况——传统媒体主导型用户、新媒体主导型用户和全媒体用户。在初始概况分析过程中排除了人口统计学协变量,以确保分析仅关注媒体使用模式。然后进行多元线性回归分析,以检验媒体使用类型与焦虑水平之间的关系。最后,分别探讨了影响不同媒体使用概况下焦虑的因素。

结果

分析显示,与新媒体主导型用户相比,传统媒体主导型用户和全媒体用户的焦虑水平均显著更高。地理区域、健康素养、收入、债务、就业稳定性和房产所有权等因素在不同概况下对焦虑的影响各不相同。此外,在所有媒体使用群体中,感知压力和抑郁被确定为焦虑的一致正向预测因素。

结论

与新媒体主导型用户相比,传统媒体主导型用户和全媒体用户与焦虑的关联更强。这些发现表明,焦虑受到跨媒体使用概况的多个交叉因素的影响,凸显了需要考虑个人特定媒体参与模式的针对性干预措施。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2792/11933084/1dc206e16d22/fpsyt-16-1475626-g001.jpg

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