Subjects: Psychology >> Developmental Psychology submitted time 2023-03-28 Cooperative journals: 《心理科学进展》
Abstract： Loneliness and mobile phone addiction are common phenomena in our daily life, seriously affecting our physical and mental health. Recently, numerous empirical studies have discussed the relationship between these two constructs based on different theoretical perspectives. However, the reported effect sizes of this relationship based on cross-sectional designs are far from consistent. Therefore, this meta-analysis was conducted to explore the strength and moderators of the relationship between loneliness and mobile phone addiction. One hundred and thirty-one studies consisting of 134 independent samples involving 73, 543 participants were identified and a random-effects model was selected to conduct this meta-analysis. The results of the funnel plot and Egger’s intercept illustrated no publication bias. Furthermore, the results of the main-effect test indicated that there was a moderate and positive correlation between loneliness and mobile phone addiction (r = 0.25, 95% CI = [0.23, 0.27]). Additionally, the moderation analyses revealed that the strength of the relationship was moderated by the type of participants, but not by gender and measurement tools of loneliness and mobile phone addiction. The results supported the compensatory Internet use theory and the deficient self-regulation model. Longitudinal or experimental studies are needed in the future to further explore the direction of the relationship between loneliness and mobile phone addiction.
Subjects: Psychology >> Social Psychology submitted time 2023-03-27 Cooperative journals: 《心理学报》
Abstract： Social media use and fear of missing out are both common phenomena in our daily life. Numerous studies have discussed the relationship between these two variables, but the results were mixed. Theoretically, there are two main arguments about the relationship between social media use and fear of missing out. To be specific, the social cognitive theory of mass communication suggested that there was a significant positive correlation between the two variables, while the digital goldilocks hypothesis argued that there may be a U-shaped relationship instead of a significant linear correlation between the two. Empirically, the effect sizes of this relationship reported in the existing literature were far from consistent, with r values ranging from 0 to 0.75. Therefore, this meta-analysis was conducted to explore the strength and moderators of the relationship between social media use and fear of missing out. Through literature retrieval, 65 studies consisting of 70 independent effect sizes that met the inclusion criteria were selected. In addition, a random-effects model was selected to conduct the meta-analysis in Comprehensive Meta-Analysis 3.3 software, aiming at testing our hypotheses. The heterogeneity test illustrated that there was significant heterogeneity among 70 independent effect sizes, indicating that the random-effects model was appropriate for subsequent meta-analyses. Based on the funnel plot and Egger’s test of regression to the intercept, no significant publication bias was found in the included studies. The main effect analysis indicated a significant positive correlation between social media use and fear of missing out (r = 0.38). The moderation analyses revealed that the relationship between social media use and fear of missing out was moderated by the indicator of social media use, as well as the type of social media. Specifically, compared with the frequency, the time as well as the intensity of social media use, social media use addiction had the strongest correlation with fear of missing out; compared with Snapchat and Facebook, Instagram had the strongest correlation with fear of missing out. Other moderators such as gender, age, measurement tools of fear of missing out as well as individualism index did not moderate the relation between these two constructs. The results supported the media effect model, which suggested that social media use, especially social media use addiction may be an important risk factor for individuals’ fear of missing out. Longitudinal studies are needed in the future to explore the dynamic relationship between social media use and fear of missing out.
Subjects: Psychology >> Other Disciplines of Psychology submitted time 2020-12-23
Abstract： "
Peer Review Status:
Awaiting Review
Subjects: Psychology >> Other Disciplines of Psychology submitted time 2020-08-07
Abstract： Loneliness and mobile phone addiction are common phenomena in our daily life, seriously affecting our physical and mental health. Recently, numerous empirical studies have discussed the relationship between these two constructs based on different theoretical perspectives. However, the reported effect sizes of this relationship based on cross-sectional designs are far from consistent. Therefore, this meta-analysis was conducted to explore the strength and moderators of the relationship between loneliness and mobile phone addiction. One hundred and thirty-one studies consisting of 134 independent samples involving 73,543 participants were identified and a random-effects model was selected to conduct this meta-analysis. The results of the funnel plot and Egger’s intercept illustrated no publication bias. Furthermore, the results of the main-effect test indicated that there was a moderate and positive correlation between loneliness and mobile phone addiction (r = 0.25, 95%CI= [0.23, 0.27]). Additionally, the moderation analyses revealed that the strength of the relationship was moderated by the type of participants, but not by gender and measurement tools of loneliness and mobile phone addiction. The results supported the compensatory Internet use theory and the deficient self-regulation model. Longitudinal or experimental studies are needed in the future to further explore the direction of the relationship between loneliness and mobile phone addiction.
Peer Review Status:Awaiting Review
Subjects: Psychology >> Developmental Psychology submitted time 2019-02-28
Abstract： Social anxiety has become a serious public health concern in our society. It is imperative to examine risk factors for this problem. Among these predictive variables, self-esteem has been one of the most examined risk factors for social anxiety. Numerous studies have explored the relationship between self-esteem and social anxiety among Chinese students. However, these results are far from consistency. Therefore, this meta-analysis was conducted to explore the relation between self-esteem and social anxiety among Chinese students, and investigate the moderating effects of measurement tools of social anxiety, participant types, and gender. Through literature retrieval, 58 independent effect sizes together with 32181 participants which met the inclusion criteria of meta-analysis were selected. Heterogeneity test indicated that random effects model was appropriate for the meta-analysis. The results of funnel plot and Egger’s intercept illustrated no publication bias. Main-effect test indicated a significant negative correlation between self-esteem and social anxiety (r = −0.35, 95%CI = [−0.39, −0.31]). Further moderation analyses revealed that the association between self-esteem and social anxiety was moderated by measurement tools of social anxiety, but not by the type of participants and gender. The results supported the fear management theories of self-esteem and the cognitive models of social anxiety. Longitudinal or experimental studies are needed in the future to reveal the causal relationship between self-esteem and social anxiety.
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