Evidence map›Paper›PMID 41574066›Full record

ArticleFrontiers in psychology2025

From distraction to addiction? Understanding academic cyberslacking as a behavioral dependency among medical students.

Jinyu Zhou, Lifu Jin, Yamin Hu

Abstract read
In one paragraph

Article in Frontiers in psychology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

3 authors.

Jinyu ZhouSchool of Management, Jiangsu University, Zhenjiang, Jiangsu, China.
Lifu JinSchool of Management, Jiangsu University, Zhenjiang, Jiangsu, China.
Yamin HuSchool of Management, Jiangsu University, Zhenjiang, Jiangsu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Academic cyberslacking among medical students represents a complex behavioral adaptation shaped by personal, technological, and institutional factors. This study explores its triggers, sustaining mechanisms, and long-term impacts, addressing how digital distractions evolve into entrenched patterns during medical education. Methods: Using Straussian grounded theory, in-depth interviews were conducted with 35 medical students from two medical universities in China. The analysis followed a structured approach to identify the phased progression of academic cyberslacking behaviors. Results: Findings reveal a three-phase model. In the trigger stage, students initially engage in digital distractions due to autonomy deficiency, psychological coping, and peer influences. The sustain stage is driven by algorithmic reinforcement, device dependency, and cognitive overload, making disengagement increasingly difficult. Finally, in the impact stage, prolonged cyberslacking leads to motivation decline, cognitive fragmentation, and adaptive digital integration, where students either struggle with disengagement or develop strategic coping mechanisms. Conclusion: Academic cyberslacking is not merely a distraction but a multifaceted adaptation process. Recognizing its structured progression informs medical education strategies, policy reforms, and wellbeing interventions. The study highlights the need for institutional responses integrating digital literacy, cognitive load management, and technology-aware curriculum design to mitigate public health risks in digitalized learning environments.

Indexed as

academic cyberslackingdigital behaviordigital distractionsgrounded theorymedical students

Identifiers

PMID41574066
PMCPMC12819759

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.