Abstract
Theoretical accounts of the relationship between social media use and body image among adolescents have highlighted motivations as an important factor. However, motivations for social media use has received little attention in extant research in the area of body image. The aim of this study was therefore to develop a measure of motivations for social media use among adolescents, with a focus on appearance motivations. Data from 770 adolescents (49% female), mean (SD) age = 12.76 (0.74) were used to examine the psychometric properties of the new Motivations for Social Media Use scale (MSMU). Exploratory and confirmatory factor analyses revealed a four-factor structure including Connection, Popularity, Appearance, and Values and Interests subscales. All subscales revealed acceptable internal reliability, and convergent validity with internalization of appearance ideals, self-esteem, and social media use. The MSMU is a useful tool for assessing appearance motivations for social media use among adolescent girls and boys.
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References
AlBahri, A. F., Arora, T., Omar, O. M., & Taheri, S. (2018). Electronic device use and academic performance in adolescents. Pediatrics, 141, 230. https://doi.org/10.1542/peds.141.1_MeetingAbstract.230.
Barry, C. T., Sidoti, C. L., Briggs, S. M., Reiter, S. R., & Lindsey, R. A. (2017). Adolescent social media use and mental health from adolescent and parent perspectives. Journal of Adolescence, 61, 1–11. https://doi.org/10.1016/j.adolescence.2017.08.005.
Bell, B. T., & Dittmar, H. (2011). Does media type matter? The role of identification in adolescent girls’ media consumption and the impact of different thin-ideal media on body image. Sex Roles, 65(7–8), 478–490. https://doi.org/10.1007/s11199-011-9964-x.
Bentler, P. (1990). Comparative fit indices in structural models. Psychological Bulletin, 107, 238–246.
Bird, E. L., Halliwell, E., Diedrichs, P. C., & Harcourt, D. (2013). Happy being me in the UK: a controlled evaluation of a school-based body image intervention with pre-adolescent children. Body Image, 10(3), 326–334. https://doi.org/10.1016/j.bodyim.2013.02.008.
Brannick, M. T. (1995). Critical comments on applying covariance structure modeling. Journal of Organizational Behavior, 16(3), 201–213. https://doi.org/10.1002/job.4030160303.
Brown, T. A. (2014). Confirmatory factor analysis for applied research. New York: Guilford Publications.
Browne, M. W., & Cudeck, R. (1993). Alternative ways of assessing model fit. Sage Focus Editions, 154, 136–136.
Chen, F. F. (2007). Sensitivity of goodness of fit indexes to lack of measurement invariance. Structural Equation Modeling, 14(3), 464–504. https://doi.org/10.1080/10705510701301834.
Cheung, G. W., & Rensvold, R. B. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling, 9(2), 233–255. https://doi.org/10.1207/S15328007SEM0902_5.
Cohen, R., Newton-John, T., & Slater, A. (2017). The relationship between Facebook and Instagram appearance-focused activities and body image concerns in young women. Body Image, 23, 183–187. https://doi.org/10.1016/j.bodyim.2017.10.002.
Dhir, A., Chen, G. M., & Chen, S. (2017). Why do we tag photographs on Facebook? Proposing a new gratifications scale. New Media & Society, 19(4), 502–521. https://doi.org/10.1177/1461444815611062.
Floros, G., & Siomos, K. (2013). The relationship between optimal parenting, Internet addiction and motives for social networking in adolescence. Psychiatry Research, 209(3), 529–534. https://doi.org/10.1016/j.psychres.2013.01.010.
Frison, E., & Eggermont, S. (2016). Gender and Facebook motives as predictors of specific types of Facebook use: a latent growth curve analysis in adolescence. Journal of Adolescence, 52, 182–190. https://doi.org/10.1016/j.adolescence.2016.08.008.
Gardner, H., & Davis, K. (2013). The app generation: how today's youth navigate identity, intimacy, and imagination in a digital world. London: Yale University Press.
Guttman, L. (1954). Some necessary conditions for common-factor analysis. Psychometrika, 19(2), 149–161.
Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Structural Equation Modeling, 6, 1–55. https://doi.org/10.1080/10705519909540118.
Hunt, D., Atkin, D., & Krishnan, A. (2012). The influence of computer-mediated communication apprehension on motives for Facebook use. Journal of Broadcasting & Electronic Media, 56(2), 187–202. https://doi.org/10.1080/08838151.2012.678717.
Joinson, A. N. (2008). Looking at, looking up or keeping up with people?: motives and use of facebook. Paper presented at the Proceedings of the SIGCHI conference on Human Factors in Computing Systems.
Kaiser, H. F. (1960). The application of electronic computers to factor analysis. Educational and Psychological Measurement, 20(1), 141–151.
Katz, E., Haas, H., & Gurevitch, M. (1973). On the use of the mass media for important things. American Sociological Review, 164–181.
Kelloway, E. K. (1995). Structural equation modelling in perspective. Journal of Organizational Behavior, 16(3), 215–224. https://doi.org/10.1002/job.4030160304.
Lai, H.-M., Hsieh, P.-J., & Zhang, R.-C. (2019). Understanding adolescent students’ use of Facebook and their subjective wellbeing: a gender-based comparison. Behaviour & Information Technology, 38(5), 533–548. https://doi.org/10.1080/0144929X.2018.1543452.
Lee, H.-R., Lee, H. E., Choi, J., Kim, J. H., & Han, H. L. (2014). Social media use, body image, and psychological well-being: a cross-cultural comparison of Korea and the United States. Journal of Health Communication, 19(12), 1343–1358. https://doi.org/10.1080/10810730.2014.904022.
McLean, S. A., Jarman, H. K., & Rodgers, R. F. (2019a). How do “selfies” impact adolescents’ well-being and body confidence? A narrative review. Psychology Research and Behavior Management, 12, 513–521. https://doi.org/10.2147/PRBM.S177834.
McLean, S. A., Paxton, S. J., Wertheim, E. H., & Masters, J. (2015). Photoshopping the selfie: Self photo editing and photo investment are associated with body dissatisfaction in adolescent girls. International Journal of Eating Disorders, 48(8), 1132–1140. https://doi.org/10.1002/eat.22449.
McLean, S. A., Wertheim, E. H., Marques, M. D., & Paxton, S. J. (2019b). Dismantling prevention: comparison of outcomes following media literacy and appearance comparison modules in a randomised controlled trial. Journal of Health Psychology, 24(6), 761–776. https://doi.org/10.1177/1359105316678668.
McLean, S. A., Wertheim, E. H., Masters, J., & Paxton, S. J. (2017). A pilot evaluation of a social media literacy intervention to reduce risk factors for eating disorders. International Journal of Eating Disorders, 50(7), 847–851. https://doi.org/10.1002/eat.22708.
Milfont, T. L., & Fischer, R. (2010). Testing measurement invariance across groups: applications in cross-cultural research. International Journal of Psychological Research, 3(1), 111–130.
Mingoia, J., Hutchinson, A. D., Gleaves, D. H., & Wilson, C. (2019). The relationship between posting and photo manipulation activities on social networking sites and internalization of a tanned ideal among Australian adolescents and young adults. Social Media+ Society, 5(1), 2056305118820419. https://doi.org/10.1177/2056305118820419.
Muthén, L. K., & Muthen, B. (2017). Mplus user's guide: Statistical analysis with latent variables, user's guide: Muthén & Muthén.
Orosz, G., Tóth-Király, I., & Bőthe, B. (2016). Four facets of Facebook intensity—the development of the multidimensional Facebook intensity scale. Personality and Individual Differences, 100, 95–104. https://doi.org/10.1016/j.paid.2015.11.038.
Papacharissi, Z., & Mendelson, A. (2010). Toward a new (er) sociability: uses, gratifications and social capital on Facebook. Media perspectives for the 21st century, Routledge, New York, NY, 10016, pp. 212–242.
Pertegal, M. Á., Oliva, A., & Rodríguez-Meirinhos, A. (2019). Development and validation of the scale of motives for using social networking sites (SMU-SNS) for adolescents and youths. PloS One. https://doi.org/10.1371/journal.pone.0225781.
Pittman, M., & Reich, B. (2016). Social media and loneliness: Why an Instagram picture may be worth more than a thousand Twitter words. Computers in Human Behavior, 62, 155–167. https://doi.org/10.1016/j.chb.2016.03.084.
Radesky, J., Chassiakos, Y. L. R., Ameenuddin, N., & Navsaria, D. (2020). Digital advertising to children. Pediatrics. https://doi.org/10.1542/peds.2020-1681.
Robins, R. W., Hendin, H. M., & Trzesniewski, K. H. (2001). Measuring global self-esteem: Construct validation of a single-item measure and the Rosenberg Self-Esteem Scale. Personality and Social Psychology Bulletin, 27(2), 151–161. https://doi.org/10.1177/0146167201272002.
Rodgers, R. F. (2016). The relationship between body image concerns, eating disorders and internet use, part II: an integrated theoretical model. Adolescent Research Review, 1(2), 121–137. https://doi.org/10.1007/s40894-015-0017-5.
Rodgers, R. F., Schaefer, L. M., Thompson, J. K., Girard, M., Bertrand, M., & Chabrol, H. (2016). Psychometric properties of the sociocultural attitudes towards appearance questionnaire-4 (SATAQ-4) in French women and men. Body Image, 17, 143–151. https://doi.org/10.1016/j.bodyim.2016.03.002.
Ross, C., Orr, E. S., Sisic, M., Arseneault, J. M., Simmering, M. G., & Orr, R. R. (2009). Personality and motivations associated with Facebook use. Computers in Human Behavior, 25(2), 578–586. https://doi.org/10.1016/j.chb.2008.12.024.
Rousseau, A., Eggermont, S., & Frison, E. (2017). The reciprocal and indirect relationships between passive Facebook use, comparison on Facebook, and adolescents' body dissatisfaction. Computers in Human Behavior, 73, 336–344. https://doi.org/10.1016/j.chb.2017.03.056.
Slater, A., Varsani, N., & Diedrichs, P. C. (2017). # fitspo or# loveyourself? The impact of fitspiration and self-compassion Instagram images on women’s body image, self-compassion, and mood. Body Image, 22, 87–96. https://doi.org/10.1016/j.bodyim.2017.06.004.
Smock, A. D., Ellison, N. B., Lampe, C., & Wohn, D. Y. (2011). Facebook as a toolkit: a uses and gratification approach to unbundling feature use. Computers in Human Behavior, 27(6), 2322–2329. https://doi.org/10.1016/j.chb.2011.07.011.
Stockdale, L. A., & Coyne, S. M. (2020). Bored and online: reasons for using social media, problematic social networking site use, and behavioral outcomes across the transition from adolescence to emerging adulthood. Journal of Adolescence, 79, 173–183. https://doi.org/10.1016/j.adolescence.2020.01.010.
Tabachnick, B. G., Fidell, L. S., & Ullman, J. B. (2007). Using multivariate statistics (Vol. 5). Boston, MA: Pearson.
Tamplin, N. C., McLean, S. A., & Paxton, S. J. (2018). Social media literacy protects against the negative impact of exposure to appearance ideal social media images in young adult women but not men. Body Image, 26, 29–37. https://doi.org/10.1016/j.bodyim.2018.05.003.
Teppers, E., Luyckx, K., Klimstra, T. A., & Goossens, L. (2014). Loneliness and Facebook motives in adolescence: a longitudinal inquiry into directionality of effect. Journal of Adolescence, 37(5), 691–699. https://doi.org/10.1016/j.adolescence.2013.11.003.
Thompson, J. K., Heinberg, L. J., Altabe, M., & Tantleff-Dunn, S. (1999). Exacting beauty: theory, assessment, and treatment of body image disturbance. Washington, DC: American Psychological Association.
Thompson, J. K., Van Den Berg, P., Roehrig, M., Guarda, A. S., & Heinberg, L. J. (2004). The sociocultural attitudes towards appearance scale-3 (SATAQ-3): development and validation. International Journal of Eating Disorders, 35(3), 293–304. https://doi.org/10.1002/eat.10257.
Throuvala, M. A., Griffiths, M. D., Rennoldson, M., & Kuss, D. J. (2019). Motivational processes and dysfunctional mechanisms of social media use among adolescents: a qualitative focus group study. Computers in Human Behavior, 93, 164–175. https://doi.org/10.1016/j.chb.2018.12.012.
Tiggemann, M. (2003). Media exposure, body dissatisfaction and disordered eating: television and magazines are not the same! European Eating Disorders Review, 11(5), 418–430. https://doi.org/10.1002/erv.502.
Tiggemann, M., & Slater, A. (2013). NetGirls: the internet, Facebook, and body image concern in adolescent girls. International Journal of Eating Disorders, 46(6), 630–633. https://doi.org/10.1002/eat.22141.
Twigg, L., Duncan, C., & Weich, S. (2020). Is social media use associated with children's well-being? Results from the UK Household Longitudinal Study. Journal of Adolescence, 80, 73–83. https://doi.org/10.1016/j.adolescence.2020.02.002.
Van de Schoot, R., Lugtig, P., & Hox, J. (2012). A checklist for testing measurement invariance. European Journal of Developmental Psychology, 9(4), 486–492. https://doi.org/10.1080/17405629.2012.686740.
van Reijmersdal, E. A., & van Dam, S. (2020). How age and disclosures of sponsored influencer videos affect adolescents’ knowledge of persuasion and persuasion. Journal of Youth and Adolescence. https://doi.org/10.1007/s10964-019-01191-z.
Yuan, K.-H., & Bentler, P. M. (2000). Three likelihood-based methods for mean and covariance structure analysis with nonnormal missing data. Sociological Methodology, 30(1), 165–200. https://doi.org/10.1111/0081-1750.00078.
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The study was funded by the Australian Research Council Discovery Grant [DP170100709].
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RFR conceived of the study, participated in its design, conducted the analysis, and drafted the manuscript; SJP participated in the design and interpretation of the data, and helped to draft the manuscript; CG participated in the design and coordination of the study and performed the measurement; HKJ participated in the design of the study coordination; AS and SAM participated in the study design and interpretation of the data. All authors read and approved the final manuscript.
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Rodgers, R.F., Mclean, S.A., Gordon, C.S. et al. Development and Validation of the Motivations for Social Media Use Scale (MSMU) Among Adolescents. Adolescent Res Rev 6, 425–435 (2021). https://doi.org/10.1007/s40894-020-00139-w
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DOI: https://doi.org/10.1007/s40894-020-00139-w