Cross‐national validation of the Social Media Disorder‐scale : Findings from adolescents from 44 countries
Boer, 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. Addiction, 117(3), 784-795. https://doi.org/10.1111/add.15709
Julkaistu sarjassa
AddictionTekijät
Päivämäärä
2022Tekijänoikeudet
© 2021 the Authors
Background 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.
...
Julkaisija
Wiley-BlackwellISSN Hae Julkaisufoorumista
0965-2140Asiasanat
Julkaisu tutkimustietojärjestelmässä
https://converis.jyu.fi/converis/portal/detail/Publication/101375740
Metadata
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- Liikuntatieteiden tiedekunta [3139]
Rahoittaja(t)
Sosiaali- ja terveysministeriö; Juho Vainion SäätiöRahoitusohjelmat(t)
Muut; SäätiöLisätietoja rahoituksesta
Maartje 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). ...Lisenssi
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