Evidence map›Paper›PMID 42846573›Full record

ArticleFrontiers in psychology2026

Parenting styles and smartphone dependence among college students: the serial mediating roles of self-control and gratitude.

Xin Li, Kien Tsong Chau, Wan Ahmad Jaafar Wan Yahaya, Xiaohui Sun

Abstract read
In one paragraph

Article in Frontiers in psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Xin LiDepartment of Computer Science, Linfen Vocational and Technical College, Linfen, China.
Kien Tsong ChauCentre for Instructional Technology and Multimedia, Universiti Sains Malaysia, Penang, Malaysia.
Wan Ahmad Jaafar Wan YahayaCentre for Instructional Technology and Multimedia, Universiti Sains Malaysia, Penang, Malaysia.
Xiaohui SunOffice of Academic Affairs, Xi'an Fanyi University, Xi'an, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Smartphone dependence among college students has become an increasingly important concern because of its associations with physical and mental health and academic functioning. Parenting styles, as a core component of the family microsystem, may exert enduring influences on psychological and behavioral development. However, the psychological mechanisms linking parenting styles to smartphone dependence remain insufficiently understood. Objective: This study aimed to investigate the relationship between parenting styles and smartphone dependence among college students, and to examine the serial mediating roles of self-control and gratitude. Methods: A cross-sectional survey design was adopted, involving 776 Chinese college students. Measurements were conducted using the Parenting Styles Questionnaire, Smartphone Addiction Index, Self-Control Scale, and Gratitude Scale. Data were analyzed using SPSS 22.0 and the PROCESS macro for correlation analysis, regression analysis, and serial mediation effect testing. Results: Parental rejection and overprotection significantly positively predicted smartphone dependence, while the direct effect of emotional warmth was not significant. Both self-control and gratitude played significant mediating roles between parenting styles and smartphone dependence. A significant serial mediating effect was observed along the path "parenting styles influence self-control, which shapes gratitude and subsequently affects smartphone dependence," with effect sizes ranging between 2.3 and 2.4%. Conclusion: Parenting styles were associated with college students' smartphone dependence through a serial pathway involving self-control and gratitude. Positive parenting dimensions were associated with stronger self-control and gratitude, whereas negative parenting dimensions were associated with weaker psychological resources and greater smartphone dependence. These findings provide a theoretical basis for future research and may inform family- and self-regulation-oriented interventions.

Indexed as

college studentsgratitudeparenting stylesself-controlserial mediationsmartphone dependence

Identifiers

PMID42846573
PMCPMC13642792

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.