Análisis factorial e invarianza de género de la escala GPIUS2 y evaluación del modelo cognitivo-conductual de Caplan del uso problemático de Internet en adolescentes
Resumen
El modelo cognitivo-conductual revisado de Caplan (2010) sobre el Uso Problemático de Internet (UPI) es uno de los marcos teóricos más prometedores sobre dicho comportamiento en la última década. La Escala Uso Problemático de Internet Generalizado (GPIUS2) (Caplan, 2010) ha sido adaptada y validada para su uso con adolescentes españoles, pero aún no se ha comprobado su invarianza de género en España. El presente estudio se centra en tres objetivos: confirmar la estructura factorial de la escala GPIUS2, analizar la invarianza de género de dicha escala y poner a prueba el modelo teórico de Caplan en una muestra de adolescentes españoles. Se realizó un estudio transversal. La muestra estuvo compuesta por 909 participantes de España, con edades comprendidas entre los 12 y los 18 años (Edad media = 14.2, DT = 1.6). Los resultados indicaron un buen ajuste de la estructura factorial del GPIUS2 e invarianza factorial en función del género. Además, el modelo cognitivo-conductual mostró un buen ajuste de los datos. La GPIUS2 tiene una muy buena estructura y presenta invarianza factorial para el género, lo que favorece su aplicación en la población adolescente española. Este estudio apoya el modelo cognitivo-conductual en el UPI.
Descargas
Citas
Akhter, M., & Khalek, M. (2020). Association Between Psychological Well-Being and Problematic Internet Use Among University Students of Bangladesh. Journal of Technology in Behavioral Science, 5, 357–366. https://doi.org/10.1007/s41347-020-00142-x
Anderson, J.C., & Gerbin, D.W. (1988) Structural Equation Modeling in Practice: A Review and Recommended Two-Step Approach. Psychological Bulletin, 103, 3, 411-423
Aranda, M., García, M., Fuentes, V., & Linares, R. (2022). Emotional intelligence and adult attachment: Effects on problematic smartphone usage. Anales de Psicología / Annals of Psychology, 38(1), 36–45. https://doi.org/10.6018/analesps.463101
Assunção, R., & Mena, P. (2017) The Generalized Problematic Internet Use Scale 2: Validation and test of the model to Facebook use. Journal of Adolescence, 54, 51-59. https://doi.org/10.1016/j.adolescence.2016.11.007.
Baloğlu, M., Şahin, E., & Arpaci, I. (2020) A review of recent research in problematic internet use: gender and cultural differences, Current Opinion in Psychology, 36, 124-129. https://doi.org/10.1016/j.copsyc.2020.05.008
Barke, A., Nyenhuis, N., & Kröner-Herwig, B. (2012). The German version of the Internet Addiction Test: A validation study. Cyberpsychology, Behavior and Social Networking, 15, 534–542. https://doi.org/10.1089/cyber.2011.0616
Bentler, P. M. (1990). Comparative fit indexes in structural models. Psychological Bulletin, 107(2), 238–246. https://doi.org/10.1037/0033-2909.107.2.238
Beranuy, M., Chamarro, A., Graner, C., & Carbonell, X. (2009) Validación de dos escalas breves para evaluar la adicción a Internet y el abuso de móvil [Validation of two brief scales for Internet addiction and mobile phone problem use]. Psicothema, 21, 3, 480-485.
Bernal-Ruiz, C., Rosa-Alcázar, A.I., González-Calatayud, V., & Rosa-Alcázar, E. (2017) Is there a relationship between problematic Internet use and responses of social anxiety, obsessive-compulsive and psychological well-being among adolescents? Anales de Psicología /Annals of Psychology, 33(2), 269-276. http://dx.doi.org/10.6018/analesps.33.2.265831
Brown, T. (2006) Confirmatory factor analysis for applied research. Guilford Press.
Caplan, S. E. (2007). Relations among loneliness, social anxiety, and problematic Internet use. Cyberpsychology & Behavior, 10(2), 234–242. https://doi.org/10.1089/cpb.2006.9963
Caplan, S. E. (2002). Problematic Internet use and psychosocial well-being: Development of a theory-based cognitive-behavioral measurement instrument. Computers in Human Behavior, 18(5), 553-575. https://doi.org/10.1016/S0747-5632(02)00004-3
Caplan, S. E. (2003). Preference for Online Social Interaction: A Theory of Problematic Internet Use and Psychosocial Well-Being. Communication Research, 30(6), 625–648. https://doi.org/10.1177/0093650203257842
Caplan, S. E. (2010). Theory and measurement of generalized problematic Internet use: A two-step approach. Computers in Human Behavior, 26(5), 1089-1097. https://doi.org/10.1016/j.chb.2010.03.012
Caplan, S. E., & High, A. C. (2006). Beyond excessive use: the interaction between cognitive and behavioral symptoms of problematic Internet use. Communication Research Reports, 23(4), 265-271. https://doi.org/10.1080/08824090600962516
Caplan, S. E., & High, A. C. (2011). Online social interaction, psychosocial well-being, and problematic Internet use. In K.S. Young & C.N. de Abreu (Eds.), Internet addiction: A handbook and guide to evaluation and treatment (pp. 35-53). Wiley & Sons.
Carbonell, X., Fúster, H., Chamarro, A., & Oberst, U. (2012). Adicción a Internet y móvil: una revisión de estudios empíricos españoles [Internet and mobile addiction: a review of Spanish empirical studies]. Papeles del Psicólogo, 33(2), 82-89.
Casale, S., Primi, C., & Fioravanti, G. (2016). Generalized Problematic Internet Use Scale 2: Update on the psychometric properties among Italian young adults. In G. Riva, B. K. Wiederhold & P. Cipreso (Coords.), The psychology of social networking: personal experience and online communities (pp. 202-216). De Gruyter Open Sp. https://www.doi.org/10.1515/9783110473858-016
Cheng, C., Sun, P., & Mak, K. K. (2015). Internet Addiction and Psychosocial Maladjustment: Avoidant Coping and Coping Inflexibility as Psychological Mechanisms. Cyberpsychology, Behavior and Social Networking, 18(9), 539-546. https://doi.org/10.1089/cyber.2015.0121
Davis, R. A. (2001). A cognitive-behavioral model of pathological Internet use. Computers in Human Behavior, 17(2), 187-195. https://doi.org/10.1016/S0747-5632(00)00041-8
Davis, R. A., Flett, G. L., & Besser, A. (2002). Validation of a new scale for measuring problematic internet use: implications for pre-employment screening. Cyberpsychology & Behavior, 5(4), 331–345. https://doi.org/10.1089/109493102760275581
Dimitrov, D. M. (2010). Testing for factorial invariance in the context of construct validation. Measuring and Evaluation in Counseling and Development, 43, 121. https://doi.org/10.1177/0748175610373459
Dunn, T. J., Baguley, T., & Brunsden, V. (2014). From alpha to omega: a practical solution to the pervasive problem of internal consistency estimation. British Journal of Psychology, 105(3), 399–412. https://doi.org/10.1111/bjop.12046
Echeburúa, E., Labrador, F., & Becoña, E. (2010). Adicción a las nuevas tecnologías [Addiction to new technologies]. Pirámide.
Fioravanti, G., Primi, C., & Casale, S. (2013). Psychometric evaluation of the Generalized Problematic Internet Use Scale 2 in an Italian sample. Cyberpsychology, Behavior and Social Networking, 16(10), 761–766. https://doi.org/10.1089/cyber.2012.0429
Gámez-Guadix, M., Borrajo, E., & Almendros, C. (2016). Risky online behaviors among adolescents: Longitudinal relations among problematic Internet use, cyberbullying perpetration, and meeting strangers online. Journal of Behavioral Addictions, 5(1), 100–107. https://doi.org/10.1556/2006.5.2016.013
Gámez-Guadix, M., Calvete, E., Orue, I., & Las Hayas, C. (2015). Problematic Internet use and problematic alcohol use from the cognitive-behavioral model: a longitudinal study among adolescents. Addictive Behaviors, 40, 109–114. https://doi.org/10.1016/j.addbeh.2014.09.009
Gámez-Guadix, M., Orue, I., & Calvete, E. (2013). Evaluation of the cognitive-behavioral model of generalized and problematic Internet use in Spanish adolescents. Psicothema, 25(3), 299–306. https://doi.org/10.7334/psicothema2012.274
Gámez-Guadix, M., Orue, I., Smith, P. K., & Calvete, E. (2013). Longitudinal and reciprocal relations of cyberbullying with depression, substance use, and problematic internet use among adolescents. Journal of Adolescent Health, 53(4), 446-452. https://doi.org/10.1016/j.jadohealth.2013.03.030
Gámez-Guadix, M., Villa-George, F. I., & Calvete, E. (2012). Measurement and analysis of the cognitive-behavioral model of generalized problematic internet use among Mexican adolescents. Journal of Adolescence, 35(6), 1581–1591. https://doi.org/10.1016/j.adolescence.2012.06.005
Greenfield, D. N. (1999). Psychological characteristics of compulsive internet use: a preliminary analysis. Cyberpsychology & Behavior, 2(5), 403-412. https://doi.org/10.1089/cpb.1999.2.403
Greydanus, D. E., & Greydanus, M. M. (2012). Internet use, misuse, and addiction in adolescents: current issues and challenges. International Journal of Adolescent Medicine and Health, 24(4), 283–289. https://doi.org/10.1515/ijamh.2012.041
Griffiths, M. (2000). Does Internet and computer “addiction” exist? Some case study evidence. CyberPsychology & Behavior, 3(2), 211-218. https://doi.org/10.1089/109493100316067
Kim, H. K., & Davis, K. E. (2009). Toward a comprehensive theory of problematic Internet use: Evaluating the role of self-esteem, anxiety, flow, and the self-rated importance of Internet activities. Computers in Human Behavior, 25(2), 490-500. https://doi.org/10.1016/j.chb.2008.11.001
Laconi, S., Rodgers, R. F., & Chabrol, H. (2014). The measurement of Internet addiction: A critical review of existing scales and their psychometric properties. Computers in Human Behavior, 41, 190-202. https://doi.org/10.1016/j.chb.2014.09.026
LaRose, R., Lin, C.A., & Eastin, M.S. (2003). Unregulated Internet usage: Addiction, habit, or deficient self-regulation? Media Psychology, 5(3), 225-253. https://doi.org/10.1207/S1532785XMEP0503_01
Machimbarrena, J. M., González-Cabrera, J., Ortega-Barón, J., Beranuy-Fargues, M., Álvarez-Bardón, A., & 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
Martínez-González, A. E., Piqueras, J. A., & Marzo, J. C. (2011). Validación del inventario de obsesiones y compulsiones revisado (OCI-R) para su uso en población adolescente española [Validation of the Obsessive-Compulsive Inventory Revised (OCI-R) for Spanish adolescent population]. Anales de Psicología / Annals of Psychology, 27(3), 763-773.
McDonald, R. P. (1999). Test theory: A unified approach. Erlbaum.
McKenna, K. Y. A., Green, A.S. & Gleason, M. E. J. (2002). Relationship formation on the Internet: What’s the big attraction? Journal of Social Issues, 58, 9.
Meerkerk, G. J., van den Eijnden, R. J. J. M., Franken, I.H.A., & Garretsen, H.F.L. (2010). Is compulsive internet use related to sensitivity to reward and punishment, and impulsivity? Computers in Human Behavior, 26(4), 729-735. https://doi.org/10.1016/j.chb.2010.01.009
Montag, C., Bey, K., Sha, P., Li, M., Chen, Y. F., Liu, W. Y., … Reuter, M. (2015). Is it meaningful to distinguish between generalized and specific Internet addiction? Evidence from a cross-cultural study from Germany, Sweden, Taiwan and China. Asia-Pacific Psychiatry, 7(1), 20–26. https://doi.org/10.1111/appy.12122
Morahan-Martin, J. (2007). Internet use and abuse and psychological problems. In A. J. Johnson, K. McKenna, T. Postmes, & U. D. Reips (Eds.), Oxford Handbook of Internet Psychology (pp. 331-345). Oxford University Press.
Morahan-Martin, J., & Schumacher, P. (2000). Incidence and correlates of pathological Internet use among college students. Computers in Human Behavior, 16(1), 13-29. https://doi.org/10.1016/S0747-5632(99)00049-7
Muñoz-Rivas, M. J., Fernández, L., & Gámez-Guadix, M. (2010). Analysis of the indicators of pathological Internet use in Spanish university students. The Spanish Journal of Psychology, 13(2), 697–707. https://doi.org/10.1017/s1138741600002365
Piqueras, J.A., Garcia-Olcina, M., Rivera-Riquelme, M., Rodríguez-Jiménez, T., Martínez-González, A., & Cuijpers, P. (2017) DetectaWeb Project: study protocol of a web-based detection of mental health of children and adolescents. BMJ Open 7:e017218. https://doi.org/10.1136/bmjopen-2017-017218
Piqueras, J. A., Martínez, A. E., Hidalgo, M. D., Fullana, M. A., Mataix, D., & Rosa, A. I. (2009). Psychometric properties of the Obsessive-Compulsive Inventory-Revised in a non-clinical sample of late adolescents. Behavioral Psychology / Psicología Conductual, 17(3), 561–572.
Pontes, H. M., Caplan, S. E., & Griffiths, M. D. (2016). Psychometric validation of the Generalized Problematic Internet Use Scale 2 in a Portuguese sample. Computers in Human Behavior, 63, 823–833. https://doi.org/10.1016/j.chb.2016.06.015
Rodríguez-Jiménez, T., Blasco, L., & Piqueras, J. A. (2014). Relación entre subtipos de sintomatología obsesivo compulsiva y de perfeccionismo en adolescentes [Relationship between subtypes of obsessive-compulsive symptomatology and those of perfectionism in adolescents]. Behavioral Psychology / Psicología Conductual, 22(2), 203–217.
Romer, D. (2010). Adolescent risk taking, impulsivity, and brain development: Implications for prevention. Developmental Psychobiology, 52, 263–276. https://doi.org/10.1002/dev.20442
Scherer, K. (1997). College life on-line: Healthy and unhealthy Internet use. Journal of College Student Development, 38(6), 655-665.
Schumacker, R. E., & Lomax, R. G. (2004). A beginner's guide to structural equation modeling. Psychology Press.
Spada, M. M., Langston, B., Nikčević, A. V., & Moneta, G. B. (2008). The role of metacognitions in problematic Internet use. Computers in Human Behavior, 24(2), 2325-2335. https://doi.org/10.1016/j.chb.2007.12.002
Steinberg, L. (2007). Risk taking in adolescence new perspectives from brain and behavioral science. Current Directions in Psychological Science, 16(2), 55–59. https://doi.org/10.1111/j.1467-8721.2007.00475.x
Su, W., Han,X., Jin, C., Yan, Y., & Potenza (2019) Are males more likely to be addicted to the Internet than females? A meta-analysis involving 34 global jurisdictions. Computers in Human Behavior, 99 (2019), pp. 86-100, https://doi.org/10.1016/j.chb.2019.04.021
Tokunaga, R. S. (2014). A Unique Problem or the Manifestation of a Preexisting Disorder? The Mediating Role of Problematic Internet Use in the Relationships Between Psychosocial Problems and Functional Impairment. Communication Research, 41(4), 531-560. https://doi.org/10.1177/0093650212450910
Young, K. S. (1998). Internet addiction: The emergence of a new clinical disorder. CyberPsychology & Behavior, 1(3), 237-244. http://doi.org/10.1089/cpb.1998.1.237
Young, K. S. (2005). Clasificación de los subtipos, consecuencias y causas de la adicción a Internet [Classification of subtypes, consequences and causes of Internet Addiction]. Psicología Conductual, 13(3), 463-480.
Young, K.S., Yue, X.D., & Ying, L. (2011). Prevalence estimates and etiologic models of Internet addiction. In K. S. Young & C. N. de Abreu (Eds.), Internet addiction: A handbook and guide to evaluation and treatment (pp. 3-17). Wiley & Sons.
Derechos de autor 2022 Servicio de Publicaciones, Universidad de Murcia (España)
Esta obra está bajo una licencia internacional Creative Commons Atribución-CompartirIgual 4.0.
Las obras que se publican en esta revista están sujetas a los siguientes términos:
1. El Servicio de Publicaciones de la Universidad de Murcia (la editorial) conserva los derechos patrimoniales (copyright) de las obras publicadas, y favorece y permite la reutilización de las mismas bajo la licencia de uso indicada en el punto 2.
© Servicio de Publicaciones, Universidad de Murcia, 2024
2. Las obras se publican en la edición electrónica de la revista bajo una licencia Creative Commons Reconocimiento-CompartirIgual 4.0 Internacional (texto legal). Se pueden copiar, usar, difundir, transmitir y exponer públicamente, siempre que: i) se cite la autoría y la fuente original de su publicación (revista, editorial y URL de la obra); ii) no se usen para fines comerciales; iii) se mencione la existencia y especificaciones de esta licencia de uso.
3. Condiciones de auto-archivo. Se permite y se anima a los autores a difundir electrónicamente las versiones pre-print (versión antes de ser evaluada y enviada a la revista) y/o post-print (versión evaluada y aceptada para su publicación) de sus obras antes de su publicación, ya que favorece su circulación y difusión más temprana y con ello un posible aumento en su citación y alcance entre la comunidad académica. Color RoMEO: verde.