Psychometric Evidence of the Social Media Engagement Questionnaire
Abstract
Engagement in social media is characterized by the frequent use and need to remain connected to social networks. This study aimed to gather psychometric evidence in order to adapt and validate the Social Media Engagement Questionnaire for the Brazilian context. Two studies were carried out, a first exploratory study involving 200 participants (M = 23.3; SD = 6.55) from the city of Parnaíba, Piauí. The second was a confirmatory study with 300 participants (M = 22.9; SD = 6.08) from the city of João Pessoa, Paraíba. The results of the exploratory study presented a unifactorial solution (ω = 0.90). In addition, the same structure is corroborated in the confirmatory study [χ² (5) = 33.27; p = 0.001; CFI = 0.98; TLI = 0.95; RMSEA = 0.01 (95% CI 0.01-0.02)] ω = 0,94. Thus, the instrument presented good attributes of psychometric adequacy and the measurement can be considered adapted and validated for the Brazilian context.
Keywords
References
Abel, J. P., Buff, S. A., & Burr, S. A. (2016). Social Media and the Fear of Missing Out: Scale Development and Assessment. Journal of Business & Economics Research, 14 (1), 33-44. doi: https://doi.org/10.19030/jber.v14i1.9554
Alt, D. (2015). College students’ academic motivation, media engagement and fear of missing out. Computers in Human Behavior, 49, 111–119. doi: https://doi.org/10.1016/j.chb.2015.02.057
Aragão, J. M. N., Gubert, F. A., Torres, R. A. M., Silva, A. S. R., & Vieira, N. F. C. (2018). The use of Facebook in health education: perceptions of adolescent students. Revista Brasileira de Enfermagem, 71(2), 265-71. doi: https://doi.org/10.1590/0034-7167-2016-0604
Baker, Z. G., Krieger, H., &, LeRoy, A. S. (2016). Fear of missing out: Relationships with depression, mindfulness, and physical symptoms. Translational Issues in Psychological Science, 2(3), 275-282. doi: http://dx.doi.org/10.1037/tps0000075
Barthel, M., Shearer, E., Gottfried, F., & Mitchell, A. (2015). The Evolving Role of News on Twitter and Facebook. Jornalism & Media. Retrieved from: http://www.journalism.org/2015/07/14/the-evolving-role-of-news-on-twitter-and-facebook/
Borsa, J. C., Damásio, B. F., & Bandeira, D. R. (2012). Adaptação e validação de instrumentos psicológicos entre culturas: algumas considerações. Paidéia, 22(53), 423-432. doi: https://doi.org/10.1590/S0103-863X2012000300014
Brown, T. A. (2006). Confirmatory factor analysis for applied research. New York: The Guilford Press.
Burke, M., Marlow, C., & Lento, T. (2010). Social network activity and social well-being. Postgraduate Medical Journal, 85, 455–459. doi: https://doi.org/10.1145/1753326.1753613
Deci, E. L., & Ryan, R. M. (1985). Intrinsic motivation and self-determination in human behavior. New York: Plenum.
Elhai, J.D., Levine, J. C., Dvorak, R. D., & Hall, B.D. (2016). Fear of missing out, need for touch, anxiety and depression are related to problematic smartphone use. Computers in Human Behavior, 63, 509-516. doi: https://doi.org/10.1016/j.chb.2016.05.079
Ellison, N. B., Steinfield, C., & Lampe, C. (2007). The benefits of Facebook ‘‘friends’’: Social capital and college students’ use of online social network sites. Journal of Computer-Mediated Communication, 12, 1143–1168. doi: https://doi.org/10.1111/j.1083-6101.2007.00367.x
eMarketer Research Firm (2013). Worldwide Social Network Users: 2013. Forecast and Comparative Estimates. Retrieved from: http://www.emarketer.com/Article/Social-Networking-Reaches-Nearly-One-Four-AroundWorld/1009976.
Epskamp, S., & Stuber, S. (2017). semPlot: Path Diagrams and Visual Analysis of Various SEM Packages’ Output. R package version 1.1. Retrieved from: https://CRAN.R-project.org/package=semPlot
Flach, R., & Deslandes, S. (2017). Abuso digital nos relacionamentos afetivo-sexuais: uma análise bibliográfica. Cadernos de Saúde Pública, 33(7), 1-19. Retrieved from: http://www.scielo.br/scielo.php?pid=S0102311X2017000702001&script=sci_abstract&tlng=pt
Floyd, F. J., & Widaman, K. F. (1995). Factor analysis in the development and refinement of clinical assessment instruments. Psychological Assessment, 7(3), 286-299. doi: https://doi.org/10.1037/1040-3590.7.3.286
Gill, F., Valle, G. D., Oberst, U., & Chamarro, A. (2015). Nuevas tecnologías - ¿Nuevaspatologías? El smartphone y el fear of missing out. Revista de Psicologia, Ciències de l’Educació i de l’Esport, 33(2), 77-83. Retrieved from: http://www.revistaaloma.net/index.php/aloma/article/view/277
Hagger, M. S., & Chatzisarantis, N. L. (2007). Intrinsic motivation and self-determination in exercise and sport. Champaign, IL: Human Kinetics.
International Data Corporation, Brasil (2015). Estudo da IDC Brasil aponta que, em 2014, brasileiros compraram cerca de 104 smartphones por minuto. Retrieved from: http://br.idclatin.com/releases/news.aspx?id=180
Kandell, J. J. (1998). Internet Addiction on Campus: The Vulnerability of College Students. CyberPsychology & Behavior, 1 (1), 11-17. doi: https://doi.org/10.1089/cpb.1998.1.11
Krasnova, H., Wenninger, H., Widjaja, T., & Bruxmann, P. (2013). Envy on Facebook: A hidden threat to users’ life satisfaction? Presented at the 11th international conference on Wirtschafts informatik. Leipzig, Germany. Rrtrieved from: https://www.researchgate.net/publication/256712913_Envy_on_Facebook_A_Hidden_Threat_to_Users’_Life_Satisfaction
Lampe, C., Ellison, N., & Steinfield, C. (2007). A familiar face (book): Profile elements as signals in an online social network. In CHI 2007 Proceedings. New York, NY: ACM.
Maricato, J. M., & Lima, E. L. M. (2017). Impactos da altimetria: aspectos observados com análises de perfis no Facebook e Twitter. Informação & Sociedade: Estudos, 27(1), 137-145. doi: https://doi.org/10.22478/ufpb.1809-4783.2017v27n1.30921
McCord, B., Rodebaugh, T. L., & Levinson, C. A. (2014). Facebook: Social uses and anxiety. Computers in Human Behavior, 34, 23-27. doi: https://doi.org/10.1016/j.chb.2014.01.020
Morford, M. (2010, August 4). Oh my god you are so missing out. San Francisco Chronicle. Retrieved from: http://www.sfgate.com/cgi-bin/article.cgi?f=/g/a/2010/08/04/notes080410.DTL&ao=all.
Murphy, E. C., & Tasker T. E. (2011). Lost in a crowded room: A correlation study of Facebook and social anxiety. The Journal of Education, Community, and Values, 11. Retrieved from: http://bcis.pacificu.edu/journal/article.php?id=791
Nielsen (2012). State of the Media: The Social Media Report 2012. Retrieved from: http://www.nielsen.com/us/en/reoirts/2012/estate-of-the-media-the-social-media-report-2012.html.
Oberst, U., Wegmann, E., Stodt, B., & Brand, M., Chamarro, A. (2017). Negative consequences from heavy social networking in adolescents: The mediating role of fear of missing out. Journal of Adolescence, 55, 51- 60. doi: https://doi.org/10.1016/j.adolescence.2016.12.008
Pew Research Center. (2019). Social media use by gender. Retrieved from: https://www.pewinternet.org/chart/social-media-use-by-gender/
Pimentel, C. E., Vilar, R., Cavalcanti, J. G., & Moura, G. B. (2016). Psicologia da era virtual: estrutura das atitudes frente ao Facebook. Pesquisas e Práticas Psicossociais, 11(2), 310-324. Retrieved from: http://pepsic.bvsalud.org/scielo.php?script=sci_arttext&pid=S1809-89082016000200004
Przybylski, A. K., Weinstein, N., Ryan, R. M., & Rigby, C. S. (2009). Having to versus wanting to play: Background and consequences of harmonious versus obsessive engagement in video games. CyberPsychology & Behavior, 12, 485–492. doi: https://doi.org/10.1089/cpb.2009.0083
Przybylski, A., K., Murayama, K., Cody, R., DeHaan, C. R., & Gladwell, V. (2013). Motivational, emotional, and behavioral correlates of fear of missing out. Computers in Human Behavior, 29 (4), 1841-1848. doi: https://doi.org/10.1016/j.chb.2013.02.014
R Core Team (2018). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. Retrieved from: https://www.R-project.org/
Revelle, W. (2017). psych: Procedures for Personality and Psychological Research, Northwestern University, Evanston, Illinois, USA. Retrieved from: https://CRAN.R-roject.org/package=psych Version = 1.7.5.
Revelle, W., & Zinbarg, R. E. (2009). Coefficients alpha, beta, ômega, and the GLB: comments on Sijtsma. Psychometrika, 74, 145-54. doi: https://doi.org/10.1007/s11336-008-9102-z
Rosseel, Y. (2012). lavaan: An R Package for Structural Equation Modeling. Journal of Statistical Software, 48(2), 1-36. doi: https://doi.org/10.18637/jss.v048.i02
Sagioglou, C., & Greitemeyer, T. (2014). Facebook’s emotional consequences: Why Facebook causes a decrease in mood and why people still use it. Computers in Human Behavior, 35, 359–363. doi: https://doi.org/10.1016/j.chb.2014.03.003
Siqueira, O. S., & Bronsztein, K. P. (2015). Jogos sociais e publicidade: refletindo sobre os quatro níveis de engajamento digital do consumidor. Cultura Midiática, 3(14), 138-154. Retrieved from: www.periodicos.ufpb.br/ojs2/index.php/cm/article/download/24711/13497
Souza, B. B. P. (2012). Antecedentes e dimensões do engajamento dos usuários de redes sociais: Um estudo com o Facebook. (Tese de doutorado). Centro de Pós-graduação e Pesquisas em Administração. Universidade Federal de Minas Gerais, Minas Gerais.
Turkle, S. (2011). Alone together: Why we expect more from technology and less from each other. New York: Basic Books.
Tuten, T. L., & Solomon, M. R. (2012). Social Media Marketing. 1. ed. Pearson.
Wortham, J. (2011, April 10). Feel like a wallflower? Maybe it’s your Facebook wall. The New York Times. Retrieved from: http://www.nytimes.com/2011/04/10/business/10ping.html
DOI: https://doi.org/10.18256/2175-5027.2019.v11i2.3303
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Copyright (c) 2019 Tailson Evangelista Mariano, Jefferson Machado Nobrega, Carlos Eduardo Pimentel, Tamyres Tomaz Paiva, Thamires Pereira Alves
ISSN 2175-5027
Este obra está licenciada com uma Licença Creative Commons Atribuição 4.0 Internacional.
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