Psychological correlates of problematic short video use risk profiles: A latent profile and network analysis
Chen Y, Li J, Shan H, Zhong N, Zhao M
BMC psychology · 0 citas
Cómo se estudió
- Diseño
- Estudio transversal (clasificado por nuestro filtro de IA)
- Estudiado en
- Personas
- Resultado principal
- Marcadores de salud y funcionamiento
Quién lo pagó
- Financiación
- Financiación independiente
- Universidad u hospital
- Science Foundation of Hebei Normal University
- Gobierno
- Science Research Project of Hebei Education Department
Según 2 financiadores declarados.
Publicación
- Publicado
- 2026-07-08 · BMC Psychol
- Editorial
- BioMed Central
- Citado
- 1 cita · más que el 98% de estudios similares · 13.9× el promedio de su campo
- Impacto
- Entre el 10 % más citado de su campo
- Referencias
- 0 trabajos
- Acceso
- Acceso abierto (revista) · CC-BY-NC-ND
- Áreas de investigación
- Impact of Technology on Adolescents · Mental Health Research Topics · Digital Mental Health Interventions
- Palabras clave
- short video platforms, risk profile, user heterogeneity, motivational factors, emotional distress, personality traits, behavioral indicators, person-centered approach
5 autores
- Yuzhou Chen🇨🇳Shanghai Jiao Tong University; Shanghai Mental Health Center
- Jiayu Li🇨🇳Hebei Normal University
- Haidi Shan🇨🇳Shanghai Jiao Tong University; Shanghai Mental Health Center
- Na Zhong🇨🇳 · autor de correspondenciaShanghai Jiao Tong University; Shanghai Mental Health Center
- Min Zhao🇨🇳 · autor de correspondenciaShanghai Jiao Tong University; Chinese Academy of Sciences; Shanghai Mental Health Center; Center for Excellence in Brain Science and Intelligence Technology
Resumen
El texto original del estudio, en el idioma en que se publicó.
Background
The rapid rise of short video platforms has raised growing concerns about problematic short video use (PSVU). However, most existing research has adopted variable-centered approaches, with limited attention to potential heterogeneity among users with different levels of PSVU. In addition, little is known about how psychological correlates vary across PSVU risk profiles.
Methods
To address this gap, the present study employed latent profile analysis (LPA) and network analysis to identify PSVU risk profiles, characterize their psychological features, and explore associations among relevant psychological factors. A total of 1891 participants completed self-report measures assessing short video use patterns and related psychological variables.
Results
Three PSVU risk profiles were identified: adaptive users, vulnerable users, and problematic users. These profiles differed in short video use patterns and psychological characteristics. Network analyses further indicated differences in network structure across profiles. Motivational factors exhibited relatively high centrality, particularly among higher-risk profiles. The observed associations among emotional distress, personality traits, motivational factors, and behavioral indicators were summarized within an Emotion-Personality-Motivation-Behavior network perspective.
Conclusions
The findings provide an exploratory person-centered perspective on PSVU heterogeneity and suggest that the psychological correlates of PSVU vary across risk profiles. More broadly, the results may help inform future longitudinal research and support the development of more tailored approaches for identifying and addressing PSVU.
Resumen vía Europe PMC. Los derechos de autor siguen siendo de los autores o la editorial (CC BY-NC-ND).
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