Evidence map›Paper›PMID 41168877›Full record

ArticleBMC psychology2025

Smartphone addiction affects life satisfaction among Chinese university students: the serial mediation effects of social anxiety for social media users and mental well-being.

Ting Jing, Soon-Yew Ju, Mohd Rozaimy Ridzuan, Lai-Kuan Kong, Noor Amira Syazwani Abd Rahman, Jing Li, Jianbin Xu, Mingxing Zhou

Abstract read
In one paragraph

Article in BMC psychology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Ting JingPostdoctoral Research Station in Education, Southwest University, Chongqing, 400715, China.
Soon-Yew JuFaculty of Administrative Science and Policy Studies, Universiti Teknologi MARA (UiTM) Pahang Branch, Raub Campus, Raub, Pahang, 27600, Malaysia. drsyju@gmail.com.
Mohd Rozaimy RidzuanFaculty of Administrative Science and Policy Studies, Universiti Teknologi MARA (UiTM) Pahang Branch, Raub Campus, Raub, Pahang, 27600, Malaysia.
Lai-Kuan KongFaculty of Business and Management, Universiti Teknologi MARA (UiTM) Pahang Branch, Raub Campus, Raub, Pahang, 27600, Malaysia. konglaikuan@gmail.com.
Noor Amira Syazwani Abd RahmanFaculty of Administrative Science and Policy Studies, Universiti Teknologi MARA (UiTM) Pahang Branch, Raub Campus, Raub, Pahang, 27600, Malaysia.
Jing LiSchool of Teacher Education, Heze University, Heze, 274000, China.
Jianbin XuGuangdong Preschool Normal College in Maoming, Maoming, 525000, Guangdong, China.
Mingxing ZhouChongqing College of International Business and Economics, Chongqing, 401520, China.

Funding

2024 Guangdong Education Science Planning Project 2024GXJK10572024 Ministry of Education Humanities and Social Sciences Research Special Project 24JDSZ30562025 China Education Development Foundation / National Center for Mental Health and Mental Health Prevention and Control / Ministry of Education Student Services and Quality Development Center University Student Mental Health Promotion Project GX25A0022025 Maoming Philosophy and Social Sciences Planning Co-construction Project 2025GJ28
6 · The paper itself

Abstract

backgroundLife satisfaction is an essential component that enables individuals to discover meaning in their lives and attain cognitive well-being. Life satisfaction is typically associated with aspects such as meaningfulness, fulfilment, and happiness. To gain a deeper understanding of university students' life satisfaction, this study explores the influence of psychological mechanisms of social anxiety for social media users and mental well-being from the perspective of smartphone addiction. Specifically, it aims to examine the effect of smartphone addiction on life satisfaction among university students in China, with social anxiety for social media users and mental well-being acting as serial mediators within the proposed research model.

methodsThe respondent in this study was analyzed using a non-probability cross-sectional survey approach. Questionnaires were distributed to university students in China, which include the regions of Northeast China, North China, Northwest China, Central China, South China, East China, and Southwest China. Eventually, 4,159 university students were identified as usable data for analysis. The data were analyzed using IBM SPSS 29 and SmartPLS 4.1.1.4 software, specifically adopting the partial least squares-structural equation modelling (PLS-SEM) approach.

resultsThe results indicated that, for the direct effect hypotheses, smartphone addiction was not significantly associated with life satisfaction. However, smartphone addiction was positively and significantly associated with social anxiety related to social media use, and negatively and significantly associated with mental well-being. Social anxiety for social media users was negatively and significantly associated with both mental well-being and life satisfaction. Mental well-being, in turn, was positively and significantly associated with life satisfaction. Regarding the mediation and serial mediation hypotheses, the results showed that social anxiety for social media users and mental well-being both had significant negative indirect associations with the relationship between smartphone addiction and life satisfaction. Additionally, the serial mediation pathway through social anxiety and mental well-being was also statistically significant.

conclusionsThis study contributes to a better understanding of the associations among smartphone addiction, social anxiety, mental well-being, and life satisfaction among university students. While causal interpretations cannot be drawn due to the cross-sectional design, the findings highlight potential psychological pathways that may underlie the link between intensive smartphone use and reduced life satisfaction. These insights may inform the development of future university-based interventions that aim to address smartphone-related difficulties and promote student well-being. As digital engagement continues to grow, further longitudinal research is recommended to clarify the directionality of these associations and to support the design of effective strategies for enhancing university students' quality of life.

Indexed as

AnxietyBehavior, AddictiveInternet Addiction DisorderMental HealthPersonal SatisfactionSmartphoneSocial MediaStudentsAdolescentAdultChinaCross-Sectional StudiesFemaleHumansMaleSurveys and QuestionnairesLife satisfactionMental Well-BeingSmartphone addictionSocial anxiety for social media usersUniversity students

Identifiers

PMID41168877
PMCPMC12577056

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.