Profiles of Adolescent Social Media Use Intensity and Subjective Well-Being: The Sequential Mediating Roles of Upward Social Comparison and Body Appreciation

The relationship between social media use and adolescent well-being remains complex, and the psychological processes involved in this association require further investigation. Using data from 2085 Chinese adolescents aged 10–19 years, this study identified three social media use intensity profiles through latent profile analysis and examined whether upward social comparison and body appreciation formed a sequential mediating pathway linking social media use intensity and subjective well-being. Three profiles were identified: low social media use intensity (25.2%), moderate social media use intensity (59.0%), and high social media use intensity (15.8%) profiles. In the overall sample, the sequential indirect effect from social media use intensity through upward social comparison and body appreciation to subjective well-being was significant. Furthermore, subgroup-specific analyses showed that the total effect, direct effect, and total indirect effect were not significant in any of the three profiles. A specific sequential indirect pathway through upward social comparison and body appreciation was significant only in the high social media use intensity profile. Moreover, the negative association between upward social comparison and body appreciation was significantly stronger in the high social media use intensity profile than in both the low and moderate social media use intensity profiles.

Authors

Institutions

Publication Details

Journal
Behavioral Sciences
Published
2026-09-04
DOI
https://doi.org/10.3390/bs16091567
Primary Topic
Impact of Technology on Adolescents
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

Profiles of Adolescent Social Media Use Intensity and Subjective Well-Being: The Sequential Mediating Roles of Upward Social Comparison and Body Appreciation

Na Zhang, Mei Xu, Xuemei Gao, Yaxin Yang et al.
Behavioral Sciences
Impact of Technology on Adolescents
article

Profiles of Adolescent Social Media Use Intensity and Subjective Well-Being: The Sequential Mediating Roles of Upward Social Comparison and Body Appreciation

Na Zhang, Mei Xu, Xuemei Gao, Yaxin Yang, Yunrui Wang, Jianhua Wang, Xiaozhu Ling
article en

Abstract

The relationship between social media use and adolescent well-being remains complex, and the psychological processes involved in this association require further investigation. Using data from 2085 Chinese adolescents aged 10–19 years, this study identified three social media use intensity profiles through latent profile analysis and examined whether upward social comparison and body appreciation formed a sequential mediating pathway linking social media use intensity and subjective well-being. Three profiles were identified: low social media use intensity (25.2%), moderate social media use intensity (59.0%), and high social media use intensity (15.8%) profiles. In the overall sample, the sequential indirect effect from social media use intensity through upward social comparison and body appreciation to subjective well-being was significant. Furthermore, subgroup-specific analyses showed that the total effect, direct effect, and total indirect effect were not significant in any of the three profiles. A specific sequential indirect pathway through upward social comparison and body appreciation was significant only in the high social media use intensity profile. Moreover, the negative association between upward social comparison and body appreciation was significantly stronger in the high social media use intensity profile than in both the low and moderate social media use intensity profiles.

Behavioral SciencesVol. 16(9)
Perinatal Associates of New Mexico (US), Southwest Jiaotong University (CN)
Southwest Jiaotong University
Reduced inequalities
Openalex Percentile: Top 4%
Impact of Technology on Adolescents
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Profiles of Adolescent Social Media Use Intensity and Subjective Well-Being: The Sequential Mediating Roles of Upward Social Comparison and Body Appreciation — Na Zhang, Mei Xu, et al. · Behavioral Sciences (2026) | TGRS Research Map | TGRS