Profiles of ICT Use in Adolescents
Differences and Similarities in Terms of Academic Performance, Stress and Parental Mediation
Abstract
Maladaptive ICT use in adolescents is a growing socio-educational problem. It is related to various difficulties in multiple life contexts, requiring a deeper analysis to identify the influence of other variables in said situation. To this end, the following objectives were formulated: 1) To identify profiles of ICT use; 2) To analyse differences in the frequency of use of mobile phones, video game consoles and other devices between profiles; 3) To analyse differences in online parental mediation between profiles; 4) To analyse differences in online technological stress between profiles; 5) To analyse differences in academic performance between profiles. A non-experimental, cross-sectional, correlational, non-experimental research design was carried out. The sample consisted of 1,101 adolescents (47.8% boys). Statistical techniques of association, group difference and cluster analysis were used as a multivariate approach. With regard to the results, a three-cluster solution was found: adapted use, signs of problematic use and problematic use of ICT. In the problematic use cluster, a higher frequency of use of smartphones, video games and other devices was detected, as well as greater technological stress. The lowest prevalence of parental mediation, as well as the worst academic performance were found in the problematic use cluster. The design of preventive and corrective actions that foster the development of educational, social and technological competences is considered extremely necessary for adolescents to make appropriate use of ICTs.
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References
Anderson, E.L, Steen, E. y Stavropoulos, V. (2016). Internet use and Problematic Internet Use: a systematic review of longitudinal research trends in adolescence and emergent adulthood. International Journal of Adolescence and Youth, 22(4), 430–454. https://doi.org/10.1080/02673843.2016.1227716
Andrade, A. L. M., Enumo, S. R. F., Passos, M. A. Z., Vellozo, E. P., Schoen, T. H., Kulik, M. A., Niskier, S. R., y Vitalle, M. S. D. S. (2021). Problematic internet use, emotional problems and quality of life among adolescents. Psico-USF, 26(1), 41-51. https://doi.org/10.1590/1413-82712021260104
Bartau, I., Aierbe, A. y Oregui, E. (2018). Parental mediation of the Internet use of Primary students: beliefs, strategies and difficulties. [Mediación parental del uso de Internet en el alumnado de Primaria: Creencias, estrategias y dificultades]. Comunicar, 26(54), 71-79. https://doi.org/10.3916/C54-2018-07
Bragazzi, N.L. y Del Puente, G. (2014). A proposal for including nomophobia in the new DSM-V. Psychology Research and Behavior Management, 7(1), 155-160. https://doi.org/10.2147/PRBM.S41386
Collier, K. M., Coyne, S. M., Rasmussen, E. E., Hawkins, A. J., Padilla-Walker, L. M., Erickson, S. E. y Memmott-Elison, M. K. (2016). Does parental mediation of media influence child outcomes? A meta-analysis on media time, aggression, substance use, and sexual behavior. Developmental psychology, 52(5), 798-812. https://doi.org/10.1037/dev0000108
Dedkova, L. y Mýlek, V. (2023). Parental mediation of online interactions and its relation to adolescents’ contacts with new people online: The role of risk perception. Information, Communication & Society, 26(16), 3179-3196. https://doi.org/10.1080/1369118X.2022.2146985
Díaz, A., Maquilón, J. J., y Mirete, A. B. (2022). Validación de la escala Ud-TIC sobre el uso problemático del móvil y los videojuegos como mediadores de las habilidades sociales y del rendimiento académico. Revista Española de Pedagogía, 80(283), 533-558. https://doi.org/10.22550/REP80-3-2022-06
Díaz, A., Maquilón, J. J., y Mirete, A. B. (2023). Influencia del estrés tecnológico y la mediación parental en el tiempo de estudio y las calificaciones de los adolescentes. Revista Electrónica Interuniversitaria de Formación del Profesorado, 26(1), 129–139. https://doi.org/10.6018/reifop.544931
Díaz, A., Maquilón, J., y Mirete, A. B. (2020). Maladaptive use of ICT in adolescence: Profiles, supervision and technological stress. [Uso desadaptativo de las TIC en adolescentes: Perfiles, supervisión y estrés tecnológico]. Comunicar, 28(64), 29-38. https://doi.org/10.3916/C64-2020-03
Díaz, A., Mirete, A. B., y Maquilón, J. (2021). Adolescents’ Perceptions of Their Problematic Use of ICT: Relationship with Study Time and Academic Performance. International Journal of Environmental Research and Public Health, 18(12), 6673. https://doi.org/10.3390/ijerph18126673
Díaz, R., y Aladro, M. (2016). Relación entre uso de las nuevas tecnologías y sobrepeso infantil, como problema de salud pública. RqR Enfermería Comunitaria 4(1), 46- 51. http://bit.ly/2QeMREl
Eilert, N., Wogan, R., Leen, A. y Richards, D. (2022). Internet-Delivered interventions for depression and anxiety symptoms in children and young people: systematic review and meta-analysis. JMIR Pediatrics and Parenting, 5(2), e33551. https://doi.org/10.2196/33551
Gairín, J., y Mercader, C. (2018). Usos y abusos de las TIC en los adolescentes. Revista de investigación Educativa, 36(1), 125-140. https://doi.org/10.6018/rie.36.1.284001
García, B., López, M.C., y García, A. (2014). Los riesgos de los adolescentes en Internet: Los menores como actores y víctimas de los peligros de Internet. Revista Latina de Comunicación Social, 69, 462-485. https://doi.org/10.4185/RLCS-2014-1020
Gómez, F., Devís-Devís, J., y Molina-Alventosa, P. (2020). Video game usage time in adolescents’ academic performance. Comunicar, 28(65), 89–99. https://doi.org/10.3916/c65-2020-08
Guglielmucci, F., Monti, M., Franzoi, I. G., Santoro, G., Granieri, A., Billieux, J., y Schimmenti, A. (2019). Dissociation in problematic gaming: a systematic review. Current Addiction Reports, 6, 1-14. https://doi.org/10.1007/s40429-019-0237-z
Jaradat, M., Jibreel, M., y Skaik, H. (2020). Individuals’ perceptions of technology and its relationship with ambition, unemployment, loneliness and insomnia in the Gulf. Technology in Society, 60, 101199. https://doi.org/10.1016/j.techsoc.2019.101199
Koyuncu, T., Unsal, A., y Arslantas, D. (2014). Assessment of internet addiction and loneliness in secondary and high school students. JPMA. The Journal of the Pakistan Medical Association, 64(9), 998-1002.
Lanca, C., y Saw, S. M. (2020). The association between digital screen time and myopia: A systematic review. Ophthalmic and Physiological Optics, 40(2), 216-229. https://doi.org/10.1111/opo.12657
Li, L., Griffiths, M. D., Niu, Z., y Mei, S. (2020). Fear of Missing Out (FoMO) and gaming disorder among Chinese university students: Impulsivity and game time as mediators. Issues in Mental Health Nursing, 41(12), 1104-1113. https://doi.org/10.1080/01612840.2020.1774018
Lozano, R., y Cortes, A. (2020). Usos problemáticos de Internet y depresión en adolescentes: Meta-análisis. Comunicar, 28(63), 109–120. https://doi.org/10.3916/c63-2020-10
Machimbarrena, J. M., González-Cabrera, J., Ortega-Barón, J., Beranuy-Fargues, M., Alvarez-Bardón, A., y Tejero, B. (2019). Profiles of Problematic Internet Use and Its Impact on Adolescents' Health-Related Quality of Life. International Journal of Environmental Research and Public Health, 16(20), 3877. https://doi.org/10.3390/ijerph16203877
Mestre, G., Villena, A., y Chiclana, C. (2024). Pornography use and violence: a systematic review of the last 20 years. Trauma, Violence & Abuse, 25(2), 1088-1112. https://doi.org/10.1177/15248380231173619
Muñoz, R. M., Díaz, A., y Sabariego, J. A. (2023). Impacto de las redes sociales en el rendimiento académico de los adolescentes: Estudio de Instagram y TikTok. Ciencia Y Educación, 4(2), 12-23. https://n9.cl/37tsm
Nielsen, P., Favez, N., Liddle, H., y Rigter, H. (2019). Linking parental mediation practices to adolescents’ problematic online screen use: A systematic literature review. Journal of Behavioral Addictions, 8(4), 649-663. https://doi.org/10.1556/2006.8.2019.61
Oberst, U., Wegmann, E., Stodt, B., Brand, M., y Chamarro, A. (2017). Negative consequences from heavy social networking in adolescents: The mediating role of fear of missing out. Journal of Adolescense, 55(1), 51-60. https://doi.org/10.1016/j.adolescence.2016.12.008
Odacı, H. y Çikrıkci, Ö. (2017). Differences in problematic Internet use based on depression, anxiety, and stress levels. Addicta: The Turkish Journal on Addictions, 4(1), 41–61. http://doi.org/10.15805/addicta.2017.4.1.0020
Pardo, M., Chamba, L. M., Gómez, Á. H., y Jaramillo, B. G. (2020). Las TIC y rendimiento académico en la educación superior: Una relación potenciada por el uso del Padlet. Revista Ibérica de Sistemas e Tecnologias de Informação, 28(1), 934-944. https://n9.cl/1foih
Pontes, H. M., y Macur, M. (2021). Problematic internet use profiles and psychosocial risk among adolescents. PLoS One, 16(9), e0257329. https://doi.org/10.1371/journal.pone.0257329
Rodríguez, D., Castro, D., y Meneses, J. (2018). Usos problemáticos de las TIC entre jóvenes en su vida personal y escolar. Comunicar, 26(56), 91-100. https://doi.org/10.3916/C56-2018-09
Rubio, F. J., Giménez-Gualdo, A. M., Díaz-López, A., y Machado, V. (2024). Risks analysis and internet perception among Spanish university students. European Journal of Educational Research, 13(4), 1727-1740. https://doi.org/10.12973/eu-jer.13.4.1727
Rubio, F.J., González, E. y Olivo, J.L. (2024b). Adolescentes en la era digital. Desvelando las relaciones entre las redes sociales, el autocontrol, la autoestima y las habilidades sociales. Ciencia y Educación, 8(3), 39–58. https://doi.org/10.22206/cyed.2024.v8i3.3209
Rubio, F. J., Jiménez, M. del C., y Trillo, M. ª P. (2021). Educación y crianza de los hijos. Detección de necesidades socioeducativas y formativas de los progenitores. Revista Española de Pedagogía, 79(279), 249-267. https://doi.org/10.22550/rep79-2-2021-08
Rubio, F. J., y Trillo, M. P. (2024). Riesgos socioeducativos por uso inadecuado de las tecnologías de la relación, la información y la comunicación. En E. Vázquez y J.M. Sáez (Eds.), Tecnologías emergentes y activas en educación (pp.31-54). Dykinson. https://doi.org/10.14679/2982
Santana, L. E., Gómez-Muñoz, A. M., y Feliciano-García, L. (2019). Adolescents problematic mobile phone use, Fear of Missing Out and family communication. [Uso problemático del móvil, fobia a sentirse excluido y comunicación familiar de los adolescentes]. Comunicar, 27(59), 39-47. https://doi.org/10.3916/C59-2019-04
Soriano, J., y Jiménez, D. (2022). Una revisión sistemática de la utilización de las TIC e inteligencia emocional sobre la motivación y el rendimiento académico. Technological Innovations Journal, 1(3), 7–27. https://doi.org/10.35622/j.ti.2022.03.001
Syahniar, S., Maysitoh, M., Ifdil, I., Ardi, Z., Yendi, F. M., Rangka, I. B., Suranata, K., y Churnia, E. (2018). Social media fear of missing out: Psychometrics evaluation based on Indonesian evidence. Journal of Physics: Conference Series, 1114. https://doi.org/10.1088/1742-6596/1114/1/012095
Tang, S., Werner, A., Torok, M., Mackinnon, A. J., y Christensen, H. (2021). The relationship between screen time and mental health in young people: A systematic review of longitudinal studies. Clinical psychology review, 86, 102021. https://doi.org/10.1016/j.cpr.2021.102021
Tartakowsky, V., Acuña, M., Waingortin, T., y Hurtubia, V. (2023). Mediación parental digital como parte de las habilidades o competencias parentales. Revista Ibérica de Sistemas e Tecnologias de Informação, 63(1), 44-64. https://www.risti.xyz/issues/ristie63.pdf
Vigna, F., Brambilla, R., Priotto, B., Angelino, R., Cuomo, G., y Diecidue, R. (2017). Problematic internet use among high school students: Prevalence, associated factors and gender differences. Psychiatry research, 257(2), 163-171. https://doi.org/10.1016/j.psychres.2017.07.039
Villanueva, V. J., y Serrano, S. (2019). Patrón de uso de Internet y control parental de redes sociales como predictor de sexting en adolescentes: Una perspectiva de género. Revista de Psicología y Educación, 14(1), 16-26. https://doi.org/10.23923/rpye2019.01.168
Yu, C., Li, X., y Zhang, W. (2015). Predicting adolescent problematic online game use from teacher autonomy support, basic psychological needs satisfaction, and school engagement: A 2-year longitudinal study. Cyberpsychology, Behavior, and Social Networking, 18(4), 228-233. https://doi.org/10.1089/cyber.2014.0385
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