Evidence map›Paper›PMID 41074205›Full record

ArticleBMC psychology2025

Mindfulness and problematic smartphone use: indirect and conditional associations via self-regulated learning and digital detox.

Aamer Aldbyani, Zhang Chuanxia, Afnan Alhimaidi, Yanwen Li

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 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
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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

4 authors.

Aamer AldbyaniDepartment of General Education, Shandong Xiehe University, No. 6277, Jiqing Road, Licheng District, Jinan City, Shandong Province, China. aameraldbyani@sdxiehe.edu.cn.ORCID http://orcid.org/0000-0002-8803-1754
Zhang ChuanxiaDepartment of General Education, Shandong Xiehe University, No. 6277, Jiqing Road, Licheng District, Jinan City, Shandong Province, China.
Afnan AlhimaidiDepartment of Psychology, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia.
Yanwen LiDepartment of General Education, Shandong Xiehe University, No. 6277, Jiqing Road, Licheng District, Jinan City, Shandong Province, China.

Funding

Shandong Xiehe University SDXIEHE/2025
6 · The paper itself

Abstract

Previous research indicates that mindfulness is associated with lower levels of addictive behaviors, including problematic smartphone use. However, the mechanisms underlying this relationship remain insufficiently explored. Self-regulated learning has been identified as a process that may partially account for this association, while digital detox practices may be associated with stronger self-regulation. Yet, these factors have rarely been examined together within a single model of problematic smartphone use. This study aimed to investigate the mediating role of self-regulated learning and the moderating role of digital detox in the relationship between mindfulness and problematic smartphone use among 1,241 Chinese college students from Shandong Xiehe University. Participants completed the Mindful Attention Awareness Scale (MAAS), the Problematic Smartphone Use Scale (PSU), the Self-Regulation of Learning Self-Report Scale (SRL-SRS), and the Digital Detoxification Scale (DDS). The results showed that mindfulness was negatively associated with problematic smartphone use, and self-regulated learning partially mediated this association. Further analysis indicated a significant interaction between digital detox and self-regulated learning in relation to problematic smartphone use. These results are consistent with a complex pattern in which mindfulness is linked to lower problematic smartphone use partly via self-regulated learning, with digital detox associated with a stronger negative association between self-regulated learning and problematic smartphone use. Given the cross-sectional design, these findings should be interpreted as associations rather than causal effects. This study contributes to clarifying the mechanisms underlying the association between mindfulness and problematic smartphone use, highlighting the relevance of promoting self-regulated learning and digital detox strategies.

Indexed as

Behavior, AddictiveInternet Addiction DisorderLearningMindfulnessSelf-ControlSmartphoneAdolescentAdultChinaCross-Sectional StudiesFemaleHumansMaleStudentsYoung AdultDigital detoxMindfulnessProblematic smartphone useSelf-regulated learning

Identifiers

PMID41074205
PMCPMC12512258

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.