Uso problemático de Internet y procrastinación en estudiantes: un meta-análisis Uso de Internet y procrastinación
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Resumen
El uso problemático de Internet y la procrastinación son dos fenómenos ampliamente extendidos tanto entre la población general como especialmente entre los estudiantes adolescentes y jóvenes. Ambos fenómenos están asociados a numerosas consecuencias negativas en el ámbito educativo. El objetivo del presente trabajo es examinar mediante técnicas meta-analíticas la relación entre el uso problemático de Internet y la procrastinación en estudiantes. Se realizó una búsqueda bibliográfica en las bases de datos PsycInfo, Scopus, PubMed y Web of Science, recuperando un total de 17 tamaños del efecto independientes pertenecientes a 16 artículos. La muestra total estaba compuesta por 8,421 estudiantes. Los resultados revelan una relación moderada entre el uso problemático de Internet y la procrastinación (r = .40), por lo que aquellos estudiantes que muestran mayores niveles de uso problemático de Internet presentan mayores puntuaciones de procrastinación. La variabilidad de los estudios incluidos es alta (I2 = 93,94 %) y no se aprecia la presencia de sesgo de publicación. Se discuten las implicaciones y las limitaciones del trabajo. Se apunta la necesidad de continuar investigando la relación entre las dos variables, especialmente mediante estudios de tipo longitudinal.
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Alimoradi, Z., Lin, C. Y., Broström, A., Bülow, P. H., Bajalan, Z., Griffiths, M. D., Ohayon, M. M., & Pakpour, A. H. (2019). Internet addiction and sleep problems: A systematic review and meta-analysis. Sleep Medicine Reviews, 47, 51-61. https://doi.org/10.1016/j.smrv.2019.06.004
Alt, D., & Boniel-Nissim, M. (2018). Links between adolescents' deep and surface learning approaches, problematic Internet use, and fear of missing out (FOMO). Internet Interventions, 13, 30-39. https://doi.org/10.1016/j.invent.2018.05.002
American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders: DSM-5. Washington, DC: American Psychiatric Publishing.
Anam-ul-Malik, & Rafiq, N. (2016). Exploring the relationship of personality, loneliness, and online social support with interned addiction and procrastination. Pakistan Journal of Psychological Research, 31(1), 93–117.
Andangsari, E. W., Djunaidi, A., Fitriana, E., & Harding, D. (2018). Loneliness and Problematic Internet Use (PIU) as Causes of Academic Procrastination. International Journal of Social Science Studies, 6(2), 113-123. https://doi.org/10.11114/ijsss.v6i2.2834
Anderson, E. L., Steen, E., & 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
Aspée, J., González, J., & Herrera, Y. (2021). Relación funcional entre procrastinación académica y compromiso en estudiantes de educación superior: una propuesta de análisis. Perspectiva Educacional, 60(1), 4-22. https://doi.org/10.4151/07189729-Vol.60-Iss.1-Art.1116
Aylaz, R., Güneş, G., Günaydın, Y., Kocaer, M., & Pehlivan, E. (2015). Problematic internet usage among high school students and the relevant factors. Turkish Journal of Public Health, 13(3), 184-192. https://doi.org/10.20518/thsd.65874
Aznar-Díaz, I., Romero-Rodríguez, J. M., García-González, A., & Ramírez-Montoya, M. S. (2020). Mexican and Spanish university students’ Internet addiction and academic procrastination: Correlation and potential factors. PLoS ONE, 15(5), e0233655. https://doi.org/10.1371/journal.pone.0233655
Balkis, M., & Erdinç, D. U. R. U. (2017). Gender differences in the relationship between academic procrastination, satifaction with academic life and academic performance. Electronic Journal of Research in Educational Psychology, 15(1), 105-125. https://doi.org/10.14204/ejrep.41.16042
Bäulke, L., Eckerlein, N., & Dresel, M. (2018). Interrelations between motivational regulation, procrastination and college dropout intentions. Unterrichtswissenschaft, 46(4), 461-479. https://doi.org/10.1007/s42010-018-0029-5
Beard, K. W. (2005). Internet addiction: a review of current assessment techniques and potential assessment questions. CyberPsychology & Behavior, 8(1), 7-14. https://doi.org/10.1089/cpb.2005.8.7
Borenstein, M., Hedges, L. V., Higgins, J. P., & Rothstein, H. R. (2021). Introduction to meta-analysis. Chichester: John Wiley & Sons.
Botella, J. & Sánchez-Meca, J. (2015). Meta-Análisis en Ciencias Sociales y de la Salud. Madrid: Editorial Síntesis.
Brand, M., Young, K. S., Laier, C., Wölfling, K., & Potenza, M. N. (2016). Integrating psychological and neurobiological considerations regarding the development and maintenance of specific Internet-use disorders: An Interaction of Person-Affect-Cognition-Execution (I-PACE) model. Neuroscience & Biobehavioral Reviews, 71, 252-266. https://doi.org/10.1016/j.neubiorev.2016.08.033
Brooks, S., Wang, X., & Schneider, C. (2020). Technology Addictions and Technostress: An Examination of the US and China. Journal of Organizational and End User Computing (JOEUC), 32(2), 1-19. https://doi.org/10.4018/joeuc.2020040101
Çakıcı, D. Ç. (2003). An Examination of the general procrastination behavior and academic procrastination behavior in high-school and university students [Unpublished master thesis]. Ankara University.
Can, S., & Zeren, Ş. G. (2019). The Role of Internet Addiction and Basic Psychological Needs in Explaining the Academic Procrastination Behavior of Adolescents. Cukurova University Faculty of Education Journal, 48(2), 1012-1040. https://doi.org/10.14812/cufej.544325
Carli, V., Durkee, T., Wasserman, D., Hadlaczky, G., Despalins, R., Kramarz, E., Wasserman, C., Sarchiapone, M., Hoven, C. W., Brunner, R. & Kaess, M. (2013). The association between pathological internet use and comorbid psychopathology: a systematic review. Psychopathology, 46(1), 1-13. https://doi.org/10.1159/000337971
Çevik, Ö., Rıdvan, A. T. A., & Çevik, M. (2021). Bullying and victimization among Turkish adolescents: the predictive role of problematic internet use, school burnout and parental monitoring. Education and Information Technologies, 26(3), 3203-3230. https://doi.org/10.1007/s10639-020-10410-1
Clariana, M., Gotzens, C., del Mar Badia, M., & Cladellas, R. (2012). Procrastination and cheating from secondary school to university. Electronic Journal of Research in Educational Psychology, 10(2), 737-754. https://doi.org/10.25115/ejrep.v10i27.1525
Cohen, J. (1988). Statistical Power Analysis for the Behavioral Sciences. Hillsdale: Lawrence Erlbaum Associates.
Cohn, L. D., & Becker, B. J. (2003). How meta-analysis increases statistical power. Psychological Methods, 8(3), 243-253. https://doi.org/10.1037/1082-989X.8.3.243
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
Di Nicola, M., Ferri, V. R., Moccia, L., Panaccione, I., Strangio, A. M., Tedeschi, D., Grandinetti, P., Callea, A., De-Giorgio, F., Martinotti, G., & Janiri, L. (2017). Gender Differences and Psychopathological Features Associated With Addictive Behaviors in Adolescents. Frontiers in Psychiatry, 8, 256. https://doi.org/10.3389/fpsyt.2017.00256
Dominguez-Lara, S., Prada-Chapoñan, R., & Moreta-Herrera, R. (2019). Gender differences in the influence of personality on academic procrastination in Peruvian college students. Acta Colombiana de Psicología, 22(2), 125-147. https://doi.org/10.14718/ACP.2019.22.2.7
Durak, H. Y. (2020). Modeling of variables related to problematic internet usage and problematic social media usage in adolescents. Current Psychology, 39(4), 1375-1387. https://doi.org/10.1007/s12144-018-9840-8
Geng, J., Han, L., Gao, F., Jou, M., & Huang, C. C. (2018). Internet addiction and procrastination among Chinese young adults: A moderated mediation model. Computers in Human Behavior, 84, 320-333. https://doi.org/10.1016/j.chb.2018.03.013
Giotakos, O., Tsouvelas, G., Spourdalaki, E., Janikian, M., Tsitsika, A., & Vakirtzis, A. (2017). Internet gambling in relation to Internet addiction, substance use, online sexual engagement and suicidality in a Greek sample. International Gambling Studies, 17(1), 20-29. https://doi.org/10.1080/14459795.2016.1251605
Gong, Z., Wang, L., & Wang, H. (2021). Perceived Stress and Internet Addiction Among Chinese College Students: Mediating Effect of Procrastination and Moderating Effect of Flow. Frontiers in Psychology, 12, 2290. https://doi.org/10.3389/fpsyg.2021.632461
Günlü, A., & Ceyhan, A. A. (2017). Investigating adolescents’ behaviors on the internet and problematic internet usage. Addicta: The Turkish Journal on Addictions, 4, 75–117. https://doi.org/10.15805/addicta.2017.4.1.0016
Hamilton, W.K. (2018). MAJOR: Meta Analysis JamOvi R. For the jamovi project.
Hassan, T., Alam, M. M., Wahab, A., & Hawlader, M. D. (2020). Prevalence and associated factors of internet addiction among young adults in Bangladesh. Journal of the Egyptian Public Health Association, 95(1), 1-8. https://doi.org/10.1186/s42506-019-0032-7
Hayat, A. A., Kojuri, J., & Mitra Amini, M. D. (2020). Academic procrastination of medical students: The role of Internet addiction. Journal of Advances in Medical Education & Professionalism, 8(2), 83-89. https://doi.org/10.30476/JAMP.2020.85000.1159
Hernández, C., Ottenberger, D. R., Moessner, M., Crosby, R. D., & Ditzen, B. (2019). Depressed and swiping my problems for later: The moderation effect between procrastination and depressive symptomatology on internet addiction. Computers in Human Behavior, 97, 1-9. https://doi.org/10.1016/j.chb.2019.02.027
Hidalgo-Fuentes, S., Martínez-Álvarez, I., & Sospedra-Baeza, M. J. (2021). Rendimiento académico en universitarios españoles: el papel de la personalidad y la procrastinación académica. European Journal of Education and Psychology, 14(1), 1-13. https://doi.org/10.32457/ejep.v14i1.1533
Hidalgo-Fuentes, S., Martínez-Álvarez, I., & Sospedra-Baeza, M. J. (2022). Autoestima y procrastinación en el ámbito académico: un meta-análisis. Revista Fuentes, 24(1), 77-89. https://doi.org/10.12795/revistafuentes.2022.19907
Higgins, J. P., Thompson, S. G., Deeks, J. J., & Altman, D. G. (2003). Measuring inconsistency in meta-analyses. BMJ, 327(7414), 557-560. https://doi.org/10.1136/bmj.327.7414.557
Janssen, J. (2015). Academic procrastination: Prevalence among high school and undergraduate student and relationship to academic achievement [Doctoral dissertation]. Georgia State University.
Johnson, J. (2021). Global digital population as of January 2021. Statista. https://www.statista.com/statistics/617136/digital-population-worldwide/
Kandemir, M. (2014). Predictors of academic procrastination: coping with stress, internet addiction and academic motivation. World Applied Sciences Journal, 32(5), 930-938. https://doi.org/10.5829/idosi.wasj.2014.32.05.60
Kardefelt-Winther, D. (2014). A conceptual and methodological critique of internet addiction research: Towards a model of compensatory internet use. Computers in Human Behavior, 31, 351–354. https://doi.org/10.1016/j.chb.2013.10.059
Kardefelt‐Winther, D. (2017). Conceptualizing I nternet use disorders: A ddiction or coping process?. Psychiatry and Clinical Neurosciences, 71(7), 459-466. https://doi.org/10.1111/pcn.12413
Kindt, S., Szász-Janocha, C., Rehbein, F., & Lindenberg, K. (2019). School-related risk factors of internet use disorders. International Journal of Environmental Research and Public Health, 16(24), 4938. https://doi.org/10.3390/ijerph16244938
Kim, J., Hong, H., Lee, J., & Hyun, M. H. (2017). Effects of time perspective and self-control on procrastination and Internet addiction. Journal of Behavioral Addictions, 6(2), 229-236. https://doi.org/10.1556/2006.6.2017.017
Kitazawa, M., Yoshimura, M., Murata, M., Sato-Fujimoto, Y., Hitokoto, H., Mimura, M., Tsubota, K., & Kishimoto, T. (2018). Associations between problematic Internet use and psychiatric symptoms among university students in Japan. Psychiatry and Clinical Neurosciences, 72(7), 531–539. https://doi.org/10.1111/pcn.12662
Kuss, D. J., Griffiths, M. D., & Binder, J. F. (2013). Internet addiction in students: Prevalence and risk factors. Computers in Human Behavior, 29(3), 959-966. https://doi.org/10.1016/j.chb.2012.12.024
Lei, H., Cheong, C. M., Li, S., & Lu, M. (2018). The relationship between coping style and Internet addiction among mainland Chinese students: A meta-analysis. Psychiatry Research, 270, 831-841. https://doi.org/10.1016/j.psychres.2018.10.079
Lipsey, M. W., & Wilson, D. B. (2001). Practical meta-analysis. Thousand Oaks: SAGE.
Lozano-Blasco, R., & Cortés-Pascual, A. (2020). Usos problemáticos de Internet y depresión en adolescentes: Meta-análisis. Comunicar, 63, 109-120. https://doi.org/10.3916/c63-2020-10
Novak, T. P., Hoffman, D. L., & Duhachek, A. (2003). The Influence of Goal-Directed and Experiential Activities on Online Flow Experiences. Journal of Consumer Psychology, 13(1-2), 3–16. https://doi.org/10.1207/s15327663jcp13-1&2_01
Nwosu, K. C., Ikwuka, O. I., Onyinyechi, M. U., & Unachukwu, G. C. (2020). Does the Association of Social Media Use with Problematic Internet Behaviours Predict Undergraduate Students' Academic Procrastination?. Canadian Journal of Learning and Technology, 46(1), 1-22. https://doi.org/10.21432/cjlt27890
Pan, Y. C., Chiu, Y. C., & Lin, Y. H. (2020). Systematic review and meta-analysis of epidemiology of internet addiction. Neuroscience & Biobehavioral Reviews, 118, 612-622. https://doi.org/10.1016/j.neubiorev.2020.08.013
Pino, M. J., Herruzo, C., Lucena, V., & Herruzo, J. (2021). Uso problemático de Internet y problemas psicológicos entre estudiantes universitarios con discapacidad. Adicciones. Advance online publication. https://doi.org/10.20882/adicciones.1574
Polanin, J. R., Tanner-Smith, E. E., & Hennessy, E. A. (2016). Estimating the difference between published and unpublished effect sizes: A meta-review. Review of Educational Research, 86(1), 207-236. https://doi.org/10.3102/0034654315582067
Ramos-Galarza, C., Jadán-Guerrero, J., Paredes-Núñez, L., Bolaños-Pasquel, M., & Gómez-García, A. (2017). Procrastinación, adicción al internet y rendimiento académico de estudiantes universitarios ecuatorianos. Estudios Pedagógicos (Valdivia), 43(3), 275-289. https://doi.org/10.4067/S0718-07052017000300016
Reinecke, L., Meier, A., Beutel, M. E., Schemer, C., Stark, B., Wölfling, K., & Müller, K. W. (2018). The relationship between trait procrastination, internet use, and psychological functioning: Results from a community sample of German adolescents. Frontiers in Psychology, 9, 913. https://doi.org/10.3389/fpsyg.2018.00913
Rosenthal, R. (1991). Meta-analytic procedures for social research. Newbury Park : Sage.
Rozental, A., & Carlbring, P. (2014). Understanding and Treating Procrastination: A Review of a Common Self-Regulatory Failure. Psychology, 5(13), 1488–1502. https://doi.org/10.4236/psych.2014.513160
Rozgonjuk, D., Kattago, M., & Täht, K. (2018). Social media use in lectures mediates the relationship between procrastination and problematic smartphone use. Computers in Human Behavior, 89, 191–198. https://doi.org/10.1016/j.chb.2018.08.003
Schmidt, F. L., Oh, I. S., & Hayes, T. L. (2009). Fixed‐versus random‐effects models in meta‐analysis: Model properties and an empirical comparison of differences in results. British Journal of Mathematical and Statistical Psychology, 62(1), 97-128. https://doi.org/10.1348/000711007x255327
Shao, Y., Zheng, T., Wang, Y., Liu, L., Chen, Y., & Yao, Y. (2018). Internet addiction detection rate among college students in the People’s Republic of China: a meta-analysis. Child and Adolescent Psychiatry and Mental Health, 12(1). https://doi.org/10.1186/s13034-018-0231-6
Sirois, F. M., & Kitner, R. (2015). Less adaptive or more maladaptive? A meta–analytic investigation of procrastination and coping. European Journal of Personality, 29(4), 433-444. https://doi.org/10.1002/per.1985
Sirois, F., & Pychyl, T. (2013). Procrastination and the Priority of Short-Term Mood Regulation: Consequences for Future Self. Social and Personality Psychology Compass, 7(2), 115–127. https://doi.org/10.1111/spc3.12011
Starcevic, V., & Aboujaoude, E. (2017). Internet addiction: Reappraisal of an increasingly inadequate concept. CNS Spectrums, 22(1), 7-13. https://doi.org/10.1017/s1092852915000863
Starcevic, V., & Billieux, J. (2017). Does the construct of Internet addiction reflect a single entity or a spectrum of disorders?. Clinical Neuropsychiatry, 14(1), 5-10.
Suurmond, R., van Rhee, H., & Hak, T. (2017). Introduction, comparison, and validation of Meta‐Essentials: a free and simple tool for meta‐analysis. Research Synthesis Methods, 8(4), 537-553. https://doi.org/10.1002/jrsm.1260
Tice, D. M., & Baumeister, R. F. (1997). Longitudinal study of procrastination, performance, stress, and health: The costs and benefits of dawdling. Psychological Science, 8(6), 454-458. https://doi.org/10.1111/j.1467-9280.1997.tb00460.x
Tras, Z., & Gökçen, G. (2020). Academic Procrastination and Social Anxiety as Predictive Variables Internet Addiction of Adolescents. International Education Studies, 13(9), 23-35. https://doi.org/10.5539/ies.v13n9p23
Truzoli, R., Viganò, C., Galmozzi, P. G., & Reed, P. (2020). Problematic internet use and study motivation in higher education. Journal of Computer Assisted Learning, 36(4), 480-486. https://doi.org/10.1111/jcal.12414
Uzun, A. M., Unal, E., & Tokel, S. T. (2014). Exploring Internet Addiction, Academic Procrastination and General Procrastination among Pre-Service ICT Teachers. Mevlana International Journal of Education, 4(1), 189–201. https://doi.org/10.13054/mije.14.18.4.1
Xin, M., Xing, J., Pengfei, W., Houru, L., Mengcheng, W., & Hong, Z. (2018). Online activities, prevalence of Internet addiction and risk factors related to family and school among adolescents in China. Addictive Behaviors Reports, 7, 14-18. https://doi.org/10.1016/j.abrep.2017.10.003
Young, K. S. (1996). Psychology of computer use: XL. Addictive use of the Internet: a case that breaks the stereotype. Psychological Reports, 79(3), 899-902. https://doi.org/10.2466/pr0.1996.79.3.899
Young, K. S. (1998). Caught in the net. Wiley.
Yu, L., & Shek, D. T. L. (2018). Testing longitudinal relationships between Internet addiction and well-being in Hong Kong adolescents: cross-lagged analyses based on three waves of data. Child Indicators Research, 11(5), 1545-1562. https://doi.org/10.1007/s12187-017-9494-3
Zhou, D., Liu, J., & Liu, J. (2020). The effect of problematic Internet use on mathematics achievement: The mediating role of self-efficacy and the moderating role of teacher-student relationships. Children and Youth Services Review, 118, 105372. https://doi.org/10.1016/j.childyouth.2020.105372