The Moderated Mediating Effects of Social Media Identity and Loneliness on the Relationship Between Problematic Internet Use and Mental Health in China: Nationwide Cross-Sectional Questionnaire Study.
Chenxi Liu, Yushu Liu, Chaojie Liu, Rujiao Lin, Xi Wang, Xinyi Zhang, Yibo Wu, Dan Wang
{"title":"The Moderated Mediating Effects of Social Media Identity and Loneliness on the Relationship Between Problematic Internet Use and Mental Health in China: Nationwide Cross-Sectional Questionnaire Study.","authors":"Chenxi Liu, Yushu Liu, Chaojie Liu, Rujiao Lin, Xi Wang, Xinyi Zhang, Yibo Wu, Dan Wang","doi":"10.2196/57907","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Mental health disorders are a major public health challenge, and problematic internet use (PIU) may play an important role in this issue. However, the underlying mechanisms of PIU and its effects on mental health have not yet been elucidated.</p><p><strong>Objective: </strong>This study examines the mediating effect of loneliness on the relationship between PIU and mental health, as well as the moderating effect of social media identity on the relationships among PIU, loneliness, and mental health.</p><p><strong>Methods: </strong>A cross-sectional questionnaire survey was conducted on 21,292 participants recruited using a multistage stratified sampling strategy from 31 provinces/regions in mainland China from June 20 to August 31, 2022. This study assesses PIU (PIU questionnaire-short form-6), depression (9-item Patient Health Questionnaire [PHQ-9]), anxiety (7-item Generalized Anxiety Disorder scale [GAD-7]), loneliness (3-item loneliness scale), and social media identity (identity bubble reinforcement scale). Additionally, we collected the sociodemographic characteristics of the participants. Participants whose total score of PHQ-9≥15 or total score of GAD-7≥10 were considered to have moderate or severe symptoms of depression or anxiety, respectively. A moderated mediation model was established to examine the mediating effect of loneliness on the association between PIU and mental health outcomes (depression and anxiety), moderated by social media identity.</p><p><strong>Results: </strong>Approximately 22.80% (4854/21,292) and 14.20% (3023/21,292) of the respondents reported moderate or severe symptoms of depression and anxiety, respectively. Loneliness significantly mediated the association between PIU and mental health outcomes, explaining 42.53% and 45.48% of the total effect of PIU on depression and anxiety, respectively. Social media identity significantly moderated the associations between PIU and depression (β=0.002, 95% CI 0.001-0.002), PIU and anxiety (β=0.001, 95% CI 0.000-0.002), loneliness and depression (β=0.010, 95% CI 0.007-0.013), and loneliness and anxiety (β=0.007, 95% CI 0.004-0.010), but not between PIU and loneliness (β=0.000, 95% CI -0.003 to 0.003). Higher levels of social media identity were significantly associated with lower levels of loneliness (β=-0.018, 95% CI -0.020 to -0.016).</p><p><strong>Conclusions: </strong>Addressing loneliness may serve as a valuable approach to mitigate the impact of PIU on mental health outcomes. However, social media identity poses a significant challenge in addressing health issues linked to PIU.</p>","PeriodicalId":16337,"journal":{"name":"Journal of Medical Internet Research","volume":"27 ","pages":"e57907"},"PeriodicalIF":6.0000,"publicationDate":"2025-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11904383/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Medical Internet Research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.2196/57907","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"HEALTH CARE SCIENCES & SERVICES","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Mental health disorders are a major public health challenge, and problematic internet use (PIU) may play an important role in this issue. However, the underlying mechanisms of PIU and its effects on mental health have not yet been elucidated.
Objective: This study examines the mediating effect of loneliness on the relationship between PIU and mental health, as well as the moderating effect of social media identity on the relationships among PIU, loneliness, and mental health.
Methods: A cross-sectional questionnaire survey was conducted on 21,292 participants recruited using a multistage stratified sampling strategy from 31 provinces/regions in mainland China from June 20 to August 31, 2022. This study assesses PIU (PIU questionnaire-short form-6), depression (9-item Patient Health Questionnaire [PHQ-9]), anxiety (7-item Generalized Anxiety Disorder scale [GAD-7]), loneliness (3-item loneliness scale), and social media identity (identity bubble reinforcement scale). Additionally, we collected the sociodemographic characteristics of the participants. Participants whose total score of PHQ-9≥15 or total score of GAD-7≥10 were considered to have moderate or severe symptoms of depression or anxiety, respectively. A moderated mediation model was established to examine the mediating effect of loneliness on the association between PIU and mental health outcomes (depression and anxiety), moderated by social media identity.
Results: Approximately 22.80% (4854/21,292) and 14.20% (3023/21,292) of the respondents reported moderate or severe symptoms of depression and anxiety, respectively. Loneliness significantly mediated the association between PIU and mental health outcomes, explaining 42.53% and 45.48% of the total effect of PIU on depression and anxiety, respectively. Social media identity significantly moderated the associations between PIU and depression (β=0.002, 95% CI 0.001-0.002), PIU and anxiety (β=0.001, 95% CI 0.000-0.002), loneliness and depression (β=0.010, 95% CI 0.007-0.013), and loneliness and anxiety (β=0.007, 95% CI 0.004-0.010), but not between PIU and loneliness (β=0.000, 95% CI -0.003 to 0.003). Higher levels of social media identity were significantly associated with lower levels of loneliness (β=-0.018, 95% CI -0.020 to -0.016).
Conclusions: Addressing loneliness may serve as a valuable approach to mitigate the impact of PIU on mental health outcomes. However, social media identity poses a significant challenge in addressing health issues linked to PIU.
背景:精神健康障碍是一项重大的公共卫生挑战,而网络使用问题(PIU)可能在这一问题中发挥重要作用。然而,PIU的潜在机制及其对心理健康的影响尚未阐明。目的:本研究探讨孤独感在PIU与心理健康之间的中介作用,以及社交媒体认同在PIU、孤独感与心理健康之间的调节作用。方法:采用横断面问卷调查的方法,于2022年6月20日至8月31日在中国大陆31个省份/地区采用多阶段分层抽样策略招募21292名参与者。本研究评估PIU (PIU问卷-简表-6)、抑郁(9项患者健康问卷[PHQ-9])、焦虑(7项广泛性焦虑障碍量表[GAD-7])、孤独感(3项孤独感量表)和社交媒体认同(身份泡泡强化量表)。此外,我们收集了参与者的社会人口学特征。PHQ-9总分≥15分或GAD-7总分≥10分的受试者分别被认为有中度或重度抑郁或焦虑症状。建立了一个有调节的中介模型,以检验孤独感对PIU与心理健康结果(抑郁和焦虑)的关联的中介作用,并在社交媒体认同的调节下进行调节。结果:约22.80%(4854/21,292)和14.20%(3023/21,292)的受访者分别报告中度或重度抑郁和焦虑症状。孤独感在PIU与心理健康结果之间具有显著中介作用,分别解释了PIU对抑郁和焦虑总效应的42.53%和45.48%。社交媒体认同显著调节了PIU与抑郁(β=0.002, 95% CI 0.001-0.002)、PIU与焦虑(β=0.001, 95% CI 0.000-0.002)、孤独与抑郁(β=0.010, 95% CI 0.007-0.013)、孤独与焦虑(β=0.007, 95% CI 0.004-0.010)之间的关联,但PIU与孤独之间没有关联(β=0.000, 95% CI -0.003 -0.003)。较高的社交媒体认同水平与较低的孤独感水平显著相关(β=-0.018, 95% CI -0.020至-0.016)。结论:解决孤独感可能是减轻PIU对心理健康结果影响的一种有价值的方法。然而,社交媒体身份对解决与个人身份信息有关的健康问题构成了重大挑战。
期刊介绍:
The Journal of Medical Internet Research (JMIR) is a highly respected publication in the field of health informatics and health services. With a founding date in 1999, JMIR has been a pioneer in the field for over two decades.
As a leader in the industry, the journal focuses on digital health, data science, health informatics, and emerging technologies for health, medicine, and biomedical research. It is recognized as a top publication in these disciplines, ranking in the first quartile (Q1) by Impact Factor.
Notably, JMIR holds the prestigious position of being ranked #1 on Google Scholar within the "Medical Informatics" discipline.