Evidence map›Paper›PMID 41814379›Full record

ArticleBMC psychology2026

From social media addiction to information literacy: unravelling the underlying mechanism of critical thinking and cognitive flexibility.

Emre Toprak, Gülşah Taşçı, Mustafa Çelebi̇

Abstract read
In one paragraph

Article in BMC 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
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0citing papers in PubMed
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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

3 authors.

Emre ToprakDepartment of Educational Sciences, Erciyes University, Kayseri, Türkiye. etoprak@erciyes.edu.tr.ORCID http://orcid.org/0000-0002-4131-4888
Gülşah TaşçıDepartment of Educational Sciences, Istanbul 29 Mayis University, Istanbul, Türkiye.ORCID http://orcid.org/0000-0003-0701-2824
Mustafa Çelebi̇Department of Educational Sciences, Erciyes University, Kayseri, Türkiye.ORCID http://orcid.org/0000-0002-0325-7528

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThis study aims to investigate the relationship between social media addiction (in a non-clinical sense) and information literacy (access, evaluation, and use), with a focus on the mediating roles of critical thinking and cognitive flexibility among university students.

methodsThis study employed a correlational research design. Data were collected from 1,669 university students studying at seven universities in Türkiye, selected using convenience sampling. 1,104 (66.1%) of the sample group are female, while the remaining 565 (33.9%) are male students. Regression-based and bootstrap methods were used to determine the sequential multiple mediation effect of critical thinking and cognitive flexibility between social media addiction and information literacy.

resultsThe study’s results indicated a moderate negative relationship between social media addiction and information literacy. This suggests that increased social media usage harms levels of information literacy. Furthermore, critical thinking and cognitive flexibility partially mediated this relationship. This emphasises that social media addiction has negative cognitive effects on individuals’ ability to evaluate and process information.

conclusionsThe results are consistent with previous studies and highlight the potential adverse effects of excessive social media addiction on critical thinking and cognitive flexibility. The findings indicate that increased social media addiction undermines information literacy by weakening higher-order cognitive processes, and the proposed model explains approximately 39% of the variance.

Indexed as

Behavior, AddictiveCognitive FlexibilityInformation LiteracySocial MediaThinkingAdolescentAdultCognitionDigital MediaFemaleHumansMaleMedia ExposureStudentsUniversitiesYoung AdultCognitive flexibilityCritical thinkingInformation literacySocial media addiction

Identifiers

PMID41814379
PMCPMC13101212

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.