Learning Approaches Test for Video Game Players – Two Factors: Structural and Predictive Validity
DOI:
https://doi.org/10.21615/cesp.7171Keywords:
Confirmatory factor analysis, self-report questionnaire, structural equation modeling, students' approaches to learning, video gamesAbstract
The students' approach to learning has been measured by tests focused on the school-academic context, despite this, the theory does not assume that approaches occur only in that context. The Learning Approaches Test for Video Game Players– Two Factors (LAT-Video-Game-2F) intends to overcome this limitation by measuring the deep and superficial approaches in the video game context. This article presents the test and evaluates its structural and predictive validity. The sample consisted of 709 participants, mostly college students. The correlated superficial and deep approaches model was the most adequate to represent the test's structural validity. This result indicates that LAT-Video-Game-2F measures approaches in video games context. The results of the predictive validity complement the structural validity by showing that the deep approach to video games predicts 81% of people's self-declaration as a gamer.
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Araujo, J., & Gomes, C. M. A. (2022). Abordagens de aprendizagem: uma poderosa ferramenta que permite ao aluno analisar e melhorar a sua forma de aprender [Webinar]. https://doi.org/10.13140/RG.2.2.34785.38242
Argento, A., Mill, D., Carmichael, V., Mettler, J., & Heath, N. (2017). Gamers and Video Games Users: What’s the Difference? Journal of Interpersonal Relations, Intergroup Relations and Identity, 10, 59–69. https://doi.org/10.33921/cnsq2631
Biggs, J. B. (1985). The Role of Metalearning in Study Processes. British Journal of Educational Psychology, 55(3), 185–212. https://doi.org/10.1111/j.2044-8279.1985.tb02625.x
Cho, E. (2016). Making Reliability Reliable: A Systematic Approach to Reliability Coefficients. In Organizational Research Methods, 19(4), 651–682. https://doi.org/10.1177/1094428116656239
Gadermann, A. M., Guhn, M., & Zumbo, B. D. (2012). Estimating ordinal reliability for Likert-type and ordinal item response data: A conceptual, empirical, and practical guide. Practical Assessment, Research, and Evaluation, 17(1), 3. https://doi.org/10.7275/n560-j767
Gomes, C. M. A., Araujo, J., & Jelihovschi, E. G. (2020). Approaches to learning in the non-academic context: Construct validity of Learning Approaches Test in Video Game (Lat-Video Game). International Journal of Development Research, 10(11), 41842–41849. https://www.journalijdr.com/sites/default/files/issue-pdf/20350.pdf
Gomes, C. M. A., Farias, H. B., & Jelihovschi, E. G. (2022). Approaches to learning does matter to predict academic achievement. Revista de Psicología, 40(2), 905–933. https://doi.org/10.18800/psico.202202.010
Gomes, C. M. A., & Golino, H. F. (2012). Validade incremental da Escala de Abordagens de Aprendizagem (EABAP). Psicologia: Reflexão e Crítica, 25(4), 400-410. https://doi.org/10.1590/S0102-79722012000400001
Gomes, C. M. A., Golino, H. F., & Peres, A. J. de S. (2020). Fidedignidade Dos Escores Do Exame Nacional Do Ensino Médio (ENEM). Psico, 51(2), e31145. https://doi.org/10.15448/1980-8623.2020.2.31145
Jorgensen, T. D., Pornprasertmanit, S., Schoemann, A. M., & Rosseel, Y. (2022). semTools: Useful tools for structural equation modeling (version 0.5-6). [Computer software]. https://CRAN.R-project.org/package=semTools
Li, Cheng-Hsien. (2016). Confirmatory factor analysis with ordinal data: Comparing robust maximum likelihood and diagonally weighted least squares. Behavior Research Methods, 48(3), 936–949. https://doi.org/10.3758/s13428-015-0619-7
R Core Team. (2022). R (4.2). [Computer software]. R Foundation for Statistical Computing. https://cran.r-project.org/bin/windows/base/
Reise, S. P., Bonifay, W. E., & Haviland, M. G. (2013). Scoring and modeling psychological measures in the presence of multidimensionality. Journal of Personality Assessment, 95, 129–140. https://doi.org/gfrkkf
Richardson, M., Abraham, C., & Bond, R. (2012). Psychological correlates of university students’ academic performance: A systematic review and meta-analysis. Psychological Bulletin, 138(2), 353–387. https://doi.org/10.1037/a0026838
Rosseel, Y., Jorgensen, T. D., Oberski, D., Vanbrabant, J. B. L., Savalei, V., Hallquist, E. M., M., Rhemtulla, M., Katsikatsou, M., Barendse, M., & Scharf, F. (2022). lavaan: Latent Variable Analysis (version 0.6-12). [Computer software]. https://cran.r-project.org/web/packages/lavaan/index.html
Roth, B., Becker, N., Romeyke, S., Schäfer, S., Domnick, F., & Spinath, F. M. (2015). Intelligence and school grades: A meta-analysis. Intelligence, 53, 118–137. https://doi.org/10.1016/j.intell.2015.09.002
Satorra, A. (2000). Scaled and adjusted restricted tests in multi-sample analysis of moment structures. In Heijmans, R.D.H., Pollock, D.S.G. & Satorra, A. (eds.), Innovations in multivariate statistical analysis. A Festschrift for Heinz Neudecker (pp.233-247). London: Kluwer Academic Publishers.
Soler-Contreras, M. G., Cárdenas-Salgado, F. A., Hernández-Pina, F., & Monroy-Hernández, F. (2017). Enfoques de aprendizaje y enfoques de enseñanza: origen y evolución. Educación y Educadores, 20(1), 65-88. https://doi.org/10.5294/edu.2017.20.1.4
Thakkar, J. (2020). Structural Equation Modelling Application for Research and Practice (with AMOS and R). Springer: Singapore.
Watkins, D. (2001). Correlates of Approaches to Learning: A Cross- Cultural Meta-Analysis. In R. J. Sternberg & L. F. Zhang (Eds.), Perspectives on thinking, learning and cognitive styles (pp. 132-157). Lawrence Erlbaum Associates
Zap N., & Code J. (2009). Self-Regulated Learning in Video Game Environments. In Ferdig R.E. (Ed.), Handbook of Research on Effective Electronic Gaming in Education, (pp. 738–756). Hershey, PA: IGI Global.
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