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dc.contributor.authorBoer, Maartje
dc.contributor.authorEijnden, Regina J. J. M.
dc.contributor.authorFinkenauer, Catrin
dc.contributor.authorBoniel‐Nissim, Meyran
dc.contributor.authorMarino, Claudia
dc.contributor.authorInchley, Jo
dc.contributor.authorCosma, Alina
dc.contributor.authorPaakkari, Leena
dc.contributor.authorStevens, Gonneke W. J. M.
dc.date.accessioned2022-02-14T14:20:07Z
dc.date.available2022-02-14T14:20:07Z
dc.date.issued2022
dc.identifier.citationBoer, M., Eijnden, R. J. J. M., Finkenauer, C., Boniel‐Nissim, M., Marino, C., Inchley, J., Cosma, A., Paakkari, L., & Stevens, G. W. J. M. (2022). Cross‐national validation of the Social Media Disorder‐scale : Findings from adolescents from 44 countries. <i>Addiction</i>, <i>117</i>(3), 784-795. <a href="https://doi.org/10.1111/add.15709" target="_blank">https://doi.org/10.1111/add.15709</a>
dc.identifier.otherCONVID_101375740
dc.identifier.urihttps://jyx.jyu.fi/handle/123456789/79773
dc.description.abstractBackground and aims There is currently no cross-national validation of a scale that measures problematic social media use (SMU). The present study investigated and compared the psychometric properties of the Social Media Disorder (SMD)-scale among young adolescents from different countries. Design Validation study. Setting and participants Data came from 222,532 adolescents from 44 countries participating in the Health Behaviour in School-aged Children (HBSC) survey (2017/2018). The HBSC survey was conducted in the European region and Canada. Participants were on average 13.5 years old (SD = 1.6) and 51.2% were girls. Measurement Problematic SMU was measured using the 9-item SMD-scale with dichotomous response options. Findings Confirmatory factor analyses (CFA) showed good model fit for a one-factor model across all countries (min. comparative fit index (CFI) and Tucker–Lewis index (TLI): 0.963 and 0.951, max. root mean square error of approximation (RMSEA) and standardized root mean square residual (SRMR): 0.057 and 0.060), confirming structural validity. The internal consistency of the items was adequate in all countries (min. alpha = 0.840), indicating that the scale provides reliable scores. Multigroup CFA showed that the factor structure was measurement invariant across countries (ΔCFI = -0.010, ΔRMSEA = 0.003), suggesting that adolescents’ level of problematic SMU can be reliably compared cross-nationally. In all countries, gender and socioeconomic invariance was established, and age invariance was found in 43 out of 44 countries. In line with prior research, in almost all countries, problematic SMU related to poorer mental wellbeing (range βSTDY = 0.193 to 0.924, p < 0.05) and higher intensity of online communication (range βSTDY = 0.163 to 0.635, p < 0.05), confirming appropriate criterion validity. Conclusions The Social Media Disorder scale appears to be suitable for measuring and comparing problematic social media use among young adolescents across many national contexts.en
dc.format.mimetypeapplication/pdf
dc.language.isoeng
dc.publisherWiley-Blackwell
dc.relation.ispartofseriesAddiction
dc.rightsCC BY-NC 4.0
dc.subject.otherproblematic social media use
dc.subject.othersocial media addiction
dc.subject.otherinternational validation
dc.subject.otherpsychometric tests
dc.subject.otheradolescents
dc.subject.otherHBSC
dc.titleCross‐national validation of the Social Media Disorder‐scale : Findings from adolescents from 44 countries
dc.typearticle
dc.identifier.urnURN:NBN:fi:jyu-202202141503
dc.contributor.laitosLiikuntatieteellinen tiedekuntafi
dc.contributor.laitosFaculty of Sport and Health Sciencesen
dc.contributor.oppiaineTerveyskasvatusfi
dc.contributor.oppiaineHealth Promotion and Health Educationen
dc.type.urihttp://purl.org/eprint/type/JournalArticle
dc.type.coarhttp://purl.org/coar/resource_type/c_2df8fbb1
dc.description.reviewstatuspeerReviewed
dc.format.pagerange784-795
dc.relation.issn0965-2140
dc.relation.numberinseries3
dc.relation.volume117
dc.type.versionpublishedVersion
dc.rights.copyright© 2021 the Authors
dc.rights.accesslevelopenAccessfi
dc.relation.grantnumber202010097
dc.relation.grantnumber
dc.subject.ysonettiriippuvuus
dc.subject.ysokansainvälinen vertailu
dc.subject.ysososiaalinen media
dc.subject.ysovalidointi
dc.subject.ysomediankäyttö
dc.subject.ysonuoret
dc.subject.ysopsykometriikka
dc.subject.ysoriippuvuus
dc.subject.ysomittarit (mittaus)
dc.format.contentfulltext
jyx.subject.urihttp://www.yso.fi/onto/yso/p25639
jyx.subject.urihttp://www.yso.fi/onto/yso/p19660
jyx.subject.urihttp://www.yso.fi/onto/yso/p20774
jyx.subject.urihttp://www.yso.fi/onto/yso/p20652
jyx.subject.urihttp://www.yso.fi/onto/yso/p28880
jyx.subject.urihttp://www.yso.fi/onto/yso/p11617
jyx.subject.urihttp://www.yso.fi/onto/yso/p6328
jyx.subject.urihttp://www.yso.fi/onto/yso/p9414
jyx.subject.urihttp://www.yso.fi/onto/yso/p21210
dc.rights.urlhttps://creativecommons.org/licenses/by-nc/4.0/
dc.relation.doi10.1111/add.15709
dc.relation.funderMinistry of Social Affairs and Healthen
dc.relation.funderJuho Vainio Foundationen
dc.relation.funderSosiaali- ja terveysministeriöfi
dc.relation.funderJuho Vainion Säätiöfi
jyx.fundingprogramOthersen
jyx.fundingprogramFoundationen
jyx.fundingprogramMuutfi
jyx.fundingprogramSäätiöfi
jyx.fundinginformationMaartje Boer, Gonneke Stevens, Regina van den Eijnden, Catrin Finkenauer, Claudia Marino, and Meyran Boniel-Nissim did not receive financial support from any organization for the submitted work. Jo Inchley was supported by the UK Medical Research Council [MC_UU_00022/1] and the Scottish Government Chief Scientist Office [SPHSU16]. Alina Cosma was supported by the European Regional Development Fund-Project “Effective Use of Social Research Studies for Practice” [CZ.02.1.01/0.0/0.0/16_025/0007294], the Technology Agency of the Czech Republic [ÉTA TL01000335]. Leena Paakkari received funding from Juho Vainio Foundation and Ministry of Social Affairs and Health (Finland).
dc.type.okmA1


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