Evidence map›Paper›PMID 41398694›Full record

ArticleBMC sports science, medicine & rehabilitation2025

The moderating role of digital addiction in the effect of digital literacy on life satisfaction in amateur athletes.

Şinasi Özsaydi, Özlem Sinem Uslu, Banu Kabak, Murat Erdoğan, Mustafa Fedai Çavuş, Ali Erdoğan

Abstract read
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Article in BMC sports science, medicine & rehabilitation, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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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

6 authors.

Şinasi ÖzsaydiOsmaniye Youth and Sports Provincial Directorate, Osmaniye, Turkey. sinasiozsaydi@hotmail.com.ORCID http://orcid.org/0000-0003-0291-8248
Özlem Sinem UsluAlanya Alaaddin Keykubat University, Faculty of Education, Antalya, Turkey, Alanya Alaaddin Keykubat University, Antalya, Turkey.ORCID http://orcid.org/0000-0002-7605-8511
Banu KabakMinistry of Youth and Sports Department of Athlete Health Performance Service Quality Standards, Ankara, Turkey.ORCID http://orcid.org/0000-0002-5848-5974
Murat ErdoğanFaculty of Health Sciences Department of Exercise and Sport Sciences, Başkent University, Ankara, Turkey.ORCID http://orcid.org/0000-0003-2944-111X
Mustafa Fedai ÇavuşFaculty of Economics and Administrative Sciences, Department of Management Information Systems, Osmaniye Korkut Ata University, Osmaniye, Turkey.ORCID http://orcid.org/0000-0002-2515-5805
Ali ErdoğanFaculty of Sports Sciences, Department of Sports Management, Karamanoğlu Mehmetbey University, Karaman, Turkey. aerdogan@kmu.edu.tr.ORCID http://orcid.org/0000-0001-8306-5683

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeThis study examines the moderating role of digital addiction in the effect of digital literacy on the life satisfaction of amateur athletes.

methodA correlational survey was conducted with 320 amateur athletes (151 male, 169 female) aged 15–38 from Osmaniye province, Turkey. Three validated scales measured digital literacy (α = 0.892), digital addiction (α = 0.890), and life satisfaction (α = 0.761). Data were analyzed using descriptive statistics, Pearson correlations, regression, and moderation analyses with PROCESS Macro Model 1.

resultsDigital literacy positively correlated with life satisfaction (r = .25, p < .01), while digital addiction negatively correlated with life satisfaction (r = − .24, p < .01). No significant relationship existed between digital literacy and digital addiction. Moderation analysis revealed that digital addiction partially moderates the relationship between digital literacy and life satisfaction (interaction term: β = 0.12, p = .06). Johnson-Neyman analysis indicated that when digital addiction levels exceed 1.30, the positive effect of digital literacy on life satisfaction becomes statistically significant.

conclusionDigital literacy enhances life satisfaction among amateur athletes, whereas digital addiction has detrimental effects. As digital literacy levels increase, life satisfaction improves. Educational institutions should integrate digital literacy programs with wellness strategies. Policymakers should establish guidelines for healthy technology use, while practitioners should create balanced intervention programs.

Indexed as

Amateur athleteDigitalDigital addictionLife satisfactionLiteracy

Identifiers

PMID41398694
PMCPMC12822142

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LicenceCC BY-NC-ND
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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.