{"title":"Problematic mobile phone use and Shyness: A network perspective on User differences","authors":"Hanyu Liang , Hui Zhou , Weilong Xiao , Huaibin Jiang","doi":"10.1016/j.addbeh.2025.108481","DOIUrl":null,"url":null,"abstract":"<div><div>Problematic mobile phone use (PMPU) has become increasingly prevalent among young adults, raising concerns about its psychological underpinnings. While shyness has been linked to PMPU, few studies have explored the symptom-level mechanisms that differentiate problematic from non-problematic users. This study employed psychological network analysis to examine the structure and central symptoms of PMPU in two groups: problematic and non-problematic mobile phone users. A total of 3227 young adults (19.21 ± 3.71 years) completed standardized measures of PMPU and shyness. Results showed that loneliness and time spent on mobile phone use formed the strongest edge in both groups. Withdrawal and mood modification were highly central in the PMPU network. Cross-symptom analysis indicated that social embarrassment and technology-mediated compensation form a self-reinforcing feedback loop in high-risk individuals. Key interactions were identified between mobile phone overuse and reduced offline social competence, inefficiency in real-world interactions, and avoidance of face-to-face communication. These findings suggest that interventions targeting emotional regulation symptoms may be particularly effective in reducing PMPU. The study also highlights the utility of psychological network analysis for identifying differential mechanisms in digital behavior patterns.</div></div>","PeriodicalId":7155,"journal":{"name":"Addictive behaviors","volume":"172 ","pages":"Article 108481"},"PeriodicalIF":3.6000,"publicationDate":"2025-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Addictive behaviors","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0306460325002424","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PSYCHOLOGY, CLINICAL","Score":null,"Total":0}
引用次数: 0
Abstract
Problematic mobile phone use (PMPU) has become increasingly prevalent among young adults, raising concerns about its psychological underpinnings. While shyness has been linked to PMPU, few studies have explored the symptom-level mechanisms that differentiate problematic from non-problematic users. This study employed psychological network analysis to examine the structure and central symptoms of PMPU in two groups: problematic and non-problematic mobile phone users. A total of 3227 young adults (19.21 ± 3.71 years) completed standardized measures of PMPU and shyness. Results showed that loneliness and time spent on mobile phone use formed the strongest edge in both groups. Withdrawal and mood modification were highly central in the PMPU network. Cross-symptom analysis indicated that social embarrassment and technology-mediated compensation form a self-reinforcing feedback loop in high-risk individuals. Key interactions were identified between mobile phone overuse and reduced offline social competence, inefficiency in real-world interactions, and avoidance of face-to-face communication. These findings suggest that interventions targeting emotional regulation symptoms may be particularly effective in reducing PMPU. The study also highlights the utility of psychological network analysis for identifying differential mechanisms in digital behavior patterns.
期刊介绍:
Addictive Behaviors is an international peer-reviewed journal publishing high quality human research on addictive behaviors and disorders since 1975. The journal accepts submissions of full-length papers and short communications on substance-related addictions such as the abuse of alcohol, drugs and nicotine, and behavioral addictions involving gambling and technology. We primarily publish behavioral and psychosocial research but our articles span the fields of psychology, sociology, psychiatry, epidemiology, social policy, medicine, pharmacology and neuroscience. While theoretical orientations are diverse, the emphasis of the journal is primarily empirical. That is, sound experimental design combined with valid, reliable assessment and evaluation procedures are a requisite for acceptance. However, innovative and empirically oriented case studies that might encourage new lines of inquiry are accepted as well. Studies that clearly contribute to current knowledge of etiology, prevention, social policy or treatment are given priority. Scholarly commentaries on topical issues, systematic reviews, and mini reviews are encouraged. We especially welcome multimedia papers that incorporate video or audio components to better display methodology or findings.
Studies can also be submitted to Addictive Behaviors? companion title, the open access journal Addictive Behaviors Reports, which has a particular interest in ''non-traditional'', innovative and empirically-oriented research such as negative/null data papers, replication studies, case reports on novel treatments, and cross-cultural research.