La relación entre el uso problemático del smartphone y el fear of missing out: un meta-análisis
Resumen
El uso problemático del smartphone se ha convertido en un problema de salud a nivel mundial con amplias repercusiones en la salud mental. El objetivo del presente meta-análisis es examinar la relación entre el uso problemático del smartphone y el fear of missing out. Se realizó una búsqueda bibliográfica en las bases de datos PsycInfo, Web of Science y PubMed, recuperando un total de 32 artículos que cumplían los criterios de inclusión con una muestra total de 26.077 participantes. El tamaño del efecto obtenido mediante un modelo de efectos aleatorios es significativo y positivo (Zr = 0.47). Los análisis de meta-regresión mostraron que el sexo y la edad no son variables moderadoras estadísticamente significativas. No se obtuvieron evidencias de sesgo de publicación. Aquellos sujetos que muestran mayores puntuaciones de uso problemático del smartphone también presentan mayores niveles de fear of missing out. Se presentan las limitaciones del trabajo. Se señala la necesidad de continuar investigando la relación entre las dos variables, especialmente mediante estudios de tipo longitudinal.
Descargas
Citas
Alhassan, A. A., Alqadhib, E. M., Taha, N. W., Alahmari, R. A., Salam, M., & Almutairi, A. F. (2018). The relationship between addiction to smartphone usage and depression among adults: a cross sectional study. BMC Psychiatry, 18(1), 1-8. https://doi.org/10.1186/s12888-018-1745-4
American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders: DSM-5. American Psychiatric Publishing. https://doi.org/10.1176/appi.books.9780890425596
Amez, S., & Baert, S. (2020). Smartphone use and academic performance: A literature review. International Journal of Educational Research, 103, 101618. https://doi.org/10.1016/j.ijer.2020.101618
Arnavut, A., Nuri, C., & Direktor, C. (2018). Examination of the relationship between phone usage and smartphone addiction based on certain variables. Anales De Psicología / Annals of Psychology, 34(3), 446-450. https://doi.org/10.6018/analesps.34.3.321351
Arpaci, I., & Unver, T. K. (2020). Moderating role of gender in the relationship between big five personality traits and smartphone addiction. Psychiatric Quarterly, 91(2), 577-585. https://doi.org/10.1007/s11126-020-09718-5
Beyens, I., Frison, E., & Eggermont, S. (2016). “I don’t want to miss a thing”: Adolescents’ fear of missing out and its relationship to adolescents’ social needs, Facebook use, and Facebook related stress. Computers in Human Behavior, 64, 1-8. https://doi.org/10.1016/j.chb.2016.05.083
Billieux, J., Maurage, P., Lopez-Fernandez, O., Kuss, D. J., & Griffiths, M. D. (2015). Can disordered mobile phone use be considered a behavioral addiction? An update on current evidence and a comprehensive model for future research. Current Addiction Reports, 2(2), 156–162. https://doi.org/10.1007/s40429-015-0054-y
Botella, J., & Sánchez-Meca, J. (2015). Meta-Análisis en Ciencias Sociales y de la Salud. Editorial Síntesis.
Buglass, S. L., Binder, J. F., Betts, L. R., & Underwood, J. D. (2017). Motivators of online vulnerability: The impact of social network site use and FOMO. Computers in Human Behavior, 66, 248-255. https://doi.org/10.1016/j.chb.2016.09.055
Buyukbayraktar, C. G. (2020). Predictive relationships among smartphone addiction, fear of missing out and interaction anxiousness. European Journal of Educational Sciences, 7(2), 1-16. https://doi.org/10.19044/ejes.v7no2a1
Çatıker, A., Büyüksoy, G. D. B., & Özdi, L. K. (2021). Is there a relationship between nursing students' smartphone use, their fear of missing out and their care-related behaviour?. Nurse Education in Practice, 54, 103111. https://doi.org/10.1016/j.nepr.2021.103111
Chen, B., Liu, F., Ding, S., Ying, X., Wang, L., & Wen, Y. (2017). Gender differences in factors associated with smartphone addiction: a cross-sectional study among medical college students. BMC Psychiatry, 17(1), 1-9. https://doi.org/10.1186/s12888-017-1503-z
Chotpitayasunondh, V., & Douglas, K. M. (2016). How “phubbing” becomes the norm: The antecedents and consequences of snubbing via smartphone. Computers in Human Behavior, 63, 9-18. https://doi.org/10.1016/j.chb.2016.05.018
Cohen, J. (1988). Statistical Power Analysis for the Behavioral Sciences. Lawrence Erlbaum Associates.
Coskun, S., & Muslu, G. K. (2019). Investigation of problematic mobile phones use and fear of missing out (FoMO) level in adolescents. Community Mental Health Journal, 55(6), 1004-1014. https://doi.org/10.1007/s10597-019-00422-8
Csibi, S., Griffiths, M. D., Demetrovics, Z., & Szabo, A. (2019). Analysis of problematic smartphone use across different age groups within the ‘components model of addiction’. International Journal of Mental Health and Addiction, 19, 616-631. https://doi.org/10.1007/s11469-019-00095-0
Dhir, A., Yossatorn, Y., Kaur, P., & Chen, S. (2018). Online social media fatigue and psychological wellbeing—A study of compulsive use, fear of missing out, fatigue, anxiety and depression. International Journal of Information Management, 40, 141-152. https://doi.org/10.1016/j.ijinfomgt.2018.01.012
Duke, É., & Montag, C. (2017). Smartphone addiction, daily interruptions and self-reported productivity. Addictive Behaviors Reports, 6, 90-95. https://doi.org/10.1016/j.abrep.2017.07.002
Elhai, J. D., Gallinari, E. F., Rozgonjuk, D., & Yang, H. (2020a). Depression, anxiety and fear of missing out as correlates of social, non-social and problematic smartphone use. Addictive Behaviors, 105, 106335. https://doi.org/10.1016/j.addbeh.2020.106335
Elhai, J. D., Levine, J. C., Alghraibeh, A. M., Alafnan, A. A., Aldraiweesh, A. A., & Hall, B. J. (2018). Fear of missing out: Testing relationships with negative affectivity, online social engagement, and problematic smartphone use. Computers in Human Behavior, 89, 289-298. https://doi.org/10.1016/j.chb.2018.08.020
Elhai, J. D., Levine, J. C., Dvorak, R. D., & Hall, B. J. (2016). Fear of missing out, need for touch, anxiety and depression are related to problematic smartphone use. Computers in Human Behavior, 63, 509-516. https://doi.org/10.1016/j.chb.2016.05.079
Elhai, J. D., Yang, H., Fang, J., Bai, X., & Hall, B. J. (2020b). Depression and anxiety symptoms are related to problematic smartphone use severity in Chinese young adults: Fear of missing out as a mediator. Addictive Behaviors, 101, 105962. https://doi.org/10.1016/j.addbeh.2019.04.020
Elhai, J. D., Yang, H., Rozgonjuk, D., & Montag, C. (2020c). Using machine learning to model problematic smartphone use severity: The significant role of fear of missing out. Addictive Behaviors, 103, 106261. https://doi.org/10.1016/j.addbeh.2019.106261
Fuster, H., Chamarro, A., & Oberst, U. (2017). Fear of Missing Out, online social networking and mobile phone addiction: A latent profile approach. Aloma: Revista de Psicologia, Ciències de l'Educació i de l'Esport, 35(1), 22-30. https://doi.org/10.51698/aloma.2017.35.1.22-30
Geng, J., Lei, L., Ouyang, M., Nie, J., & Wang, P. (2021). The Influence of Perceived Parental Phubbing on Adolescents’ Problematic Smartphone Use: A Two-wave Multiple Mediation Model. Addictive Behaviors, 106995. https://doi.org/10.1016/j.addbeh.2021.106995
Gil, F., del Valle, G., Oberst, U., & Chamarro, A. (2015). New technologies-new disorders? The smartphone and the fear of missing out. Aloma: Revista de Psicologia, Ciències de l'Educació i de l'Esport, 33(2), 77-83. https://doi.org/10.51698/aloma.2015.33.2.77-83
Gugushvili, N., Täht, K., Rozgonjuk, D., Raudlam, M., Ruiter, R., & Verduyn, P. (2020). Two dimensions of problematic smartphone use mediate the relationship between fear of missing out and emotional well-being. Cyberpsychology: Journal of Psychosocial Research on Cyberspace, 14(2), 3. https://doi.org/10.5817/cp2020-2-3
Gusenbauer, M., & Haddaway, N. R. (2020). Which academic search systems are suitable for systematic reviews or meta‐analyses? Evaluating retrieval qualities of Google Scholar, PubMed, and 26 other resources. Research Synthesis Methods, 11(2), 181-217. https://doi.org/10.1002/jrsm.1378
Hamilton, W.K. (2018). MAJOR: Meta Analysis JamOvi R. For the jamovi project
Harris, M. A., & Orth, U. (2020). The link between self-esteem and social relationships: A meta-analysis of longitudinal studies. Journal of Personality and Social Psychology, 119(6), 1459-1477. https://doi.org/10.1037/pspp0000265
Hedges, L. V., & Olkin, I. (2014). Statistical methods for meta-analysis. Academic press.
Hemphill, J. F. (2003). Interpreting the magnitudes of correlation coefficients. American Psychologist, 58(1), 78–79. https://doi.org/10.1037/0003-066x.58.1.78
Herrero, J., Torres, A., Vivas, P., & Urueña, A. (2019). Smartphone addiction and social support: A three-year longitudinal study. Psychosocial Intervention, 28(3), 111-118. https://doi.org/10.5093/pi2019a6
Hidalgo-Fuentes, S. (2021a). El papel de la autoestima y la soledad en el uso problemático del smartphone: diferencias de género. Psicodebate: Psicología, Cultura y Sociedad, 21(2), 50-60. https://doi.org/10.18682/pd.v21i2.4594
Hidalgo-Fuentes, S. (2021b). Uso problemático del smartphone: el papel de los Cinco Grandes, la Tríada Oscura y la impulsividad. Aloma: Revista de Psicologia, Ciències de l'Educació i de l'Esport Blanquerna, 39(1), 17-26. https://doi.org/10.51698/aloma.2021.39.1.17-26
Higgins, J. P., & Thompson, S. G. (2002). Quantifying heterogeneity in a meta‐analysis. Statistics in Medicine, 21(11), 1539-1558. https://doi.org/10.1002/sim.1186
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
Horvath, J., Mundinger, C., Schmitgen, M. M., Wolf, N. D., Sambataro, F., Hirjak, D., Kubera, K. M., Koenig, J., & Wolf, R. C. (2020). Structural and functional correlates of smartphone addiction. Addictive Behaviors, 105, 106334. https://doi.org/10.1016/j.addbeh.2020.106334
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
Kim, H. J., Min, J. Y., Kim, H. J., & Min, K. B. (2017). Accident risk associated with smartphone addiction: A study on university students in Korea. Journal of Behavioral Addictions, 6(4), 699-707. https://doi.org/10.1556/2006.6.2017.070
Kim, S. G., Park, J., Kim, H. T., Pan, Z., Lee, Y., & McIntyre, R. S. (2019). The relationship between smartphone addiction and symptoms of depression, anxiety, and attention-deficit/hyperactivity in South Korean adolescents. Annals of General Psychiatry, 18(1), 1-8. https://doi.org/10.1186/s12991-019-0224-8
Koç, T., & Turan, A. H. (2020). The Relationships Among Social Media Intensity, Smartphone Addiction, and Subjective Wellbeing of Turkish College Students. Applied Research in Quality of Life, 16, 1999-2021. https://doi.org/10.1007/s11482-020-09857-8
Kwon, M., Kim, D. J., Cho, H., & Yang, S. (2013). The smartphone addiction scale: development and validation of a short version for adolescents. PloS one, 8(12), e83558. https://doi.org/10.1371/journal.pone.0083558
Lajeunesse, M. J. (2013). Recovering missing or partial data from studies: a survey of conversions and imputations for meta-analysis. En J. Koricehva, Gurevitch & K. Mengersen (Eds.), Handbook of Meta-Analysis in Ecology and Evolution (pp. 195–206). Princeton University Press.
Lee, K. H., Lin, C. Y., Tsao, J., & Hsieh, L. F. (2020). Cross-sectional study on relationships among FoMO, social influence, positive outcome expectancy, refusal self-efficacy and SNS usage. International Journal of Environmental Research and Public Health, 17(16), 5907. https://doi.org/10.3390/ijerph17165907
Li, L., Griffiths, M. D., Mei, S., & Niu, Z. (2020). Fear of missing out and smartphone addiction mediates the relationship between positive and negative affect and sleep quality among Chinese university students. Frontiers in Psychiatry, 11, 877. https://doi.org/10.3389/fpsyt.2020.00877
Lin, Y. H., Chiang, C. L., Lin, P. H., Chang, L. R., Ko, C. H., Lee, Y. H., & Lin, S. H. (2016). Proposed diagnostic criteria for smartphone addiction. PLoS ONE, 11(11), e0163010. https://doi.org/10.1371/journal.pone.0163010
Lipsey, M. W., & Wilson, D. B. (2001). Practical meta-analysis. SAGE.
Liu, C., & Ma, J. (2020). Social support through online social networking sites and addiction among college students: The mediating roles of fear of missing out and problematic smartphone use. Current Psychology, 39(6), 1892-1899. https://doi.org/10.1007/s12144-018-0075-5
Long, J., Wang, P., Liu, S., & Lei, L. (2019). Materialism and adolescent problematic smartphone use: The mediating role of fear of missing out and the moderating role of narcissism. Current Psychology, 1-9. https://doi.org/10.1007/s12144-019-00526-0
Lowe-Calverley, E., & Pontes, H. M. (2020). Challenging the concept of smartphone addiction: An empirical pilot study of smartphone usage patterns and psychological well-being. Cyberpsychology, Behavior, and Social Networking, 23(8), 550-556. https://doi.org/10.1089/cyber.2019.0719
Mahapatra, S. (2019). Smartphone addiction and associated consequences: Role of loneliness and self-regulation. Behaviour & Information Technology, 38(8), 833-844. https://doi.org/10.1080/0144929x.2018.1560499
Malinauskas, R., & Malinauskiene, V. (2019). A meta-analysis of psychological interventions for Internet/smartphone addiction among adolescents. Journal of Behavioral Addictions, 8(4), 613-624. https://doi.org/10.1556/2006.8.2019.72
Marín, V., Vega, E., & Sampedro, B. E. (2018). Uso problemático del smartphone en estudiantes universitarios. Revista Española de Drogodependencias, 43(1), 62-76.
O'Connell, C. (2020). How FOMO (Fear of Missing Out), the Smartphone, and Social Media May Be Affecting University Students in the Middle East. North American Journal of Psychology, 22(1), 83-102.
O’Dea, S. (2021). Number of smartphone users worldwide from 2016 to 2023. Statista.
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. https://doi.org/10.1016/j.adolescence.2016.12.008
Odgers, C. (2018). Smartphone are bad for some teens, not all. Nature, 554, 432-434. https://doi.org/10.1038/d41586-018-02109-8
Panova, T., & Carbonell, X. (2018). Is smartphone addiction really an addiction?. Journal of Behavioral Addictions, 7(2), 252-259. https://doi.org/10.1556/2006.7.2018.49
Przybylski, A. K., Murayama, K., DeHaan, C. R., & Gladwell, V. (2013). Motivational, emotional, and behavioral correlates of fear of missing out. Computers in Human Behavior, 29(4), 1841-1848. https://doi.org/10.1016/j.chb.2013.02.014
Roberts, J. A., & David, M. E. (2020). The Social media party: fear of missing out (FoMO), social media intensity, connection, and well-being. International Journal of Human–Computer Interaction, 36(4), 386-392. https://doi.org/10.1080/10447318.2019.1646517
Rozgonjuk, D., Sindermann, C., Elhai, J. D., & Montag, C. (2020). Fear of Missing Out (FoMO) and social media’s impact on daily-life and productivity at work: Do WhatsApp, Facebook, Instagram, and Snapchat Use Disorders mediate that association?. Addictive Behaviors, 110, 106487. https://doi.org/10.1016/j.addbeh.2020.106487
Rozgonjuk, D., Sindermann, C., Elhai, J. D., & Montag, C. (2021). Individual differences in Fear of Missing Out (FoMO): Age, gender, and the Big Five personality trait domains, facets, and items. Personality and Individual Differences, 171, 110546. https://doi.org/10.1016/j.paid.2020.110546
Santana-Vega, L. E., Gómez-Muñoz, A. M., & Feliciano-García, L. (2019). Uso problemático del móvil, fobia a sentirse excluido y comunicación familiar de los adolescentes. Comunicar: Revista Científica de Comunicación y Educación, 27(59), 39-47. https://doi.org/10.3916/c59-2019-04
Santos, I. L. S., Pimentel, C. E., & Mariano, T. E. (2021). Cyberstalking scale: development and relations with gender, FOMO and social media engagement. Current Psychology, 1-9. https://doi.org/10.1007/s12144-021-01823-3
Servidio, R. (2019). Self-control and problematic smartphone use among Italian University students: The mediating role of the fear of missing out and of smartphone use patterns. Current Psychology, 40, 4101-4111. https://doi.org/10.1007/s12144-019-00373-z
Servidio, R. (2021). Fear of missing out and self-esteem as mediators of the relationship between maximization and problematic smartphone use. Current Psychology, 42, 232-242. https://doi.org/10.1007/s12144-020-01341-8
Sha, P., Sariyska, R., Riedl, R., Lachmann, B., & Montag, C. (2019). Linking internet communication and smartphone use disorder by taking a closer look at the Facebook and WhatsApp applications. Addictive Behaviors Reports, 9, 100148. https://doi.org/10.1016/j.abrep.2018.100148
Sohn, S., Rees, P., Wildridge, B., Kalk, N. J., & Carter, B. (2019). Prevalence of problematic smartphone usage and associated mental health outcomes amongst children and young people: a systematic review, meta-analysis and GRADE of the evidence. BMC Psychiatry, 19, 356. https://doi.org/10.1186/s12888-019-2350-x
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
Tangmunkongvorakul, A., Musumari, P. M., Tsubohara, Y., Ayood, P., Srithanaviboonchai, K., Techasrivichien, T., Suguimoto. S. P., Ono-Kihara, M., & Kihara, M. (2020). Factors associated with smartphone addiction: A comparative study between Japanese and Thai high school students. PLoS One, 15(9), e0238459. https://doi.org/10.1371/journal.pone.0238459
Traş, Z., & Öztemel, K. (2019). Examining the relationships between Facebook intensity, fear of missing out, and smartphone addiction. Addicta, 6, 91-113. https://doi.org/10.15805/addicta.2019.6.1.0063
Tunc-Aksan, A., & Akbay, S. E. (2019). Smartphone Addiction, Fear of Missing Out, and Perceived Competence as Predictors of Social Media Addiction of Adolescents. European Journal of Educational Research, 8(2), 559-566. https://doi.org/10.12973/eu-jer.8.2.559
Vahedi, Z., & Saiphoo, A. (2018). The association between smartphone use, stress, and anxiety: A meta‐analytic review. Stress and Health, 34(3), 347-358. https://doi.org/10.1002/smi.2805
Vally, Z., Alghraibeh, A. M., & Elhai, J. D. (2021). Severity of depression and anxiety in relation to problematic smartphone use in the United Arab Emirates: The mediational roles of rumination and fear of missing out. Human Behavior and Emerging Technologies, 3, 423-431. https://doi.org/10.1002/hbe2.259
Vujić, A., & Szabo, A. (2022). Hedonic use, stress, and life satisfaction as predictors of smartphone addiction. Addictive Behaviors Reports, 100411. https://doi.org/10.1016/j.abrep.2022.100411
Wang, J., Wang, P., Yang, X., Zhang, G., Wang, X., Zhao, F., Zhao, M., & Lei, L. (2019). Fear of missing out and procrastination as mediators between sensation seeking and adolescent smartphone addiction. International Journal of Mental Health and Addiction, 17(4), 1049-1062. https://doi.org/10.1007/s11469-019-00106-0
Wang, P., Wang, X., Nie, J., Zeng, P., Liu, K., Wang, J., Guo, J., & Lei, L. (2019). Envy and problematic smartphone use: The mediating role of FOMO and the moderating role of student-student relationship. Personality and Individual Differences, 146, 136-142. https://doi.org/10.1016/j.paid.2019.04.013
Wolniewicz, C. A., Rozgonjuk, D., & Elhai, J. D. (2020). Boredom proneness and fear of missing out mediate relations between depression and anxiety with problematic smartphone use. Human Behavior and Emerging Technologies, 2(1), 61-70. https://doi.org/10.1002/hbe2.159
Wolniewicz, C. A., Tiamiyu, M. F., Weeks, J. W., & Elhai, J. D. (2018). Problematic smartphone use and relations with negative affect, fear of missing out, and fear of negative and positive evaluation. Psychiatry Research, 262, 618-623. https://doi.org/10.1016/j.psychres.2017.09.058
World Health Organization. (2015). Public health implications ofexcessive use of the Internet, computers, smartphones and similar electronic devices. https://apps.who.int/iris/handle/10665/184264
World Health Organization. (2018). International Classification of Diseases 11th Revision (ICD-11). https:// icd.who.int/
Yam, F. C., & Kumcağız, H. (2020). Adaptation of general phubbing scale to Turkish culture and investigation of phubbing levels of university students in terms of various variables. Addicta: The Turkish Journal on Addictions, 7(1), 48-60. https://doi.org/10.5152/addicta.2020.19061
Yang, H., Liu, B., & Fang, J. (2021). Stress and Problematic Smartphone Use Severity: Smartphone Use Frequency and Fear of Missing Out as Mediators. Frontiers in Psychiatry, 12, 594. https://doi.org/10.3389/fpsyt.2021.659288
Zhang, M. X., & Wu, A. M. (2020). Effects of smartphone addiction on sleep quality among Chinese university students: The mediating role of self-regulation and bedtime procrastination. Addictive Behaviors, 111, 106552. https://doi.org/10.1016/j.addbeh.2020.106552
Zhang, M. X., Zhou, H., Yang, H. M., & Wu, A. M. (2021). The prospective effect of problematic smartphone use and fear of missing out on sleep among Chinese adolescents. Current Psychology, 1-9. https://doi.org/10.1007/s12144-021-01863-9
Derechos de autor 2023 Psicodebate
Esta obra está bajo licencia internacional Creative Commons Reconocimiento 4.0.
Los autores/as que publiquen en esta revista ceden los derechos de autor y de publicación a Psicodebate y aceptan el registro de su trabajo bajo una licencia de atribución de Creative Commons, que permite a terceros utilizar lo publicado siempre que de el crédito pertinente a los autores y a Psicodebate