This study examined specific technology-based behaviors (social comparison and interpersonal feedback-seeking) that may interact with offline individual characteristics to predict concurrent depressive symptoms among adolescents. A total of 619 students (57 % female; mean age 14.6) completed self-report questionnaires at 2 time points. Adolescents reported on levels of depressive symptoms at baseline, and 1 year later on depressive symptoms, frequency of technology use (cell phones, Facebook, and Instagram), excessive reassurance-seeking, and technology-based social comparison and feedback-seeking. Adolescents also completed sociometric nominations of popularity. Consistent with hypotheses, technology-based social comparison and feedback-seeking were associated with depressive symptoms. Popularity and gender served as moderators of this effect, such that the association was particularly strong among females and adolescents low in popularity. Associations were found above and beyond the effects of overall frequency of technology use, offline excessive reassurance-seeking, and prior depressive symptoms. Findings highlight the utility of examining the psychological implications of adolescents’ technology use within the framework of existing interpersonal models of adolescent depression and suggest the importance of more nuanced approaches to the study of adolescents’ media use.
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Aiken, L. S., & West, S. G. (1991). Multiple regression: Testing and interpreting interactions. Thousand Oaks: Sage.
Angold, A., Costello, E., Messer, S., Pickles, A., Winder, F., & Silver, D. (1995). Development of a short questionnaire for use in epidemiological studies of depression in children and adolescents. International Journal of Methods in Psychiatric Research, 5, 237–249.
Babad, E. (2001). On the conception and measurement of popularity: more facts and some straight conclusions. Social Psychology of Education, 5, 3–30.
Bauer, D. J., & Curran, P. J. (2005). Probing interactions in fixed and multilevel regression: inferential and graphical techniques. Multivariate Behavioral Research, 40, 373–400.
Bessière, K., Kiesler, S., Kraut, R., & Boneva, B. S. (2008). Effects of internet use and social resources on changes in depression. Information, Communication & Society, 11, 47–70.
Best, P., Manktelow, R., & Taylor, B. (2014). Online communication, social media and adolescent wellbeing: a systematic narrative review. Children and Youth Services Review, 41, 27–36.
Borelli, J. L., & Prinstein, M. J. (2006). Reciprocal, longitudinal associations among adolescents’ negative feedback-seeking, depressive symptoms, and peer relations. Journal of Abnormal Child Psychology, 34, 154–164.
boyd, d. (2007). Social networking sites: public, private, or what? Knowledge Tree, 13, 28.
Burke, M., Marlow, C., & Lento, T. (2010). Social network activity and social well-being. In Proceedings of the 28th Conference on Human Factors in Computing Systems. Atlanta, GA.
Chou, H.-T. G., & Edge, N. (2012). “They are happier and having better lives than I am”: the impact of using facebook on perceptions of others’ lives. Cyberpsychology, Behavior and Social Networking, 15, 117–121.
Choukas-Bradley, S., & Prinstein, M. J. (2014). Peer relationships and the development of psychopathology. In Handbook of developmental psychopathology (pp. 185–204). New York: Springer.
Coie, J., Dodge, K., & Coppotelli, H. (1983). Dimensions and types of social status: a cross-age perspective. Developmental Psychology, 18, 557–570.
Davila, J., Hershenberg, R., Feinstein, B. A., Gorman, K., Bhatia, V., & Starr, L. R. (2012). Frequency and quality of social networking among young adults: associations with depressive symptoms, rumination, and co-rumination. Psychology of Popular Media Culture, 1, 72–86.
Feinstein, B. A., Hershenberg, R., Bhatia, V., Latack, J. A., Meuwly, N., & Davila, J. (2013). Negative social comparison on facebook and depressive symptoms: rumination as a mechanism. Psychology of Popular Media Culture, 2, 161–170.
Forest, A. L., & Wood, J. V. (2012). When social networking is not working: individuals with low self-esteem recognize but do not reap the benefits of self-disclosure on facebook. Psychological Science, 23, 295–302.
Gibbons, F., & Buunk, B. (1999). Individual differences in social comparison: development of a scale of social comparison orientation. Journal of Personality and Social Psychology, 76, 129–142.
Gilbert, D. T., & Malone, P. S. (1995). The correspondence bias. Psychological Bulletin, 117, 21.
Gonzales, A. L., & Hancock, J. T. (2011). Mirror, mirror on my facebook wall: effects of exposure to facebook on self-esteem. Cyberpsychology, Behavior and Social Networking, 14, 79–83.
Gross, E. F. (2004). Adolescent internet use: what we expect, what teens report. Journal of Applied Developmental Psychology, 25, 633–649.
Haferkamp, N., & Krämer, N. C. (2011). Social comparison 2.0: examining the effects of online profiles on social-networking sites. Cyberpsychology, Behavior and Social Networking, 14, 309–314.
Hames, J. L., Hagan, C. R., & Joiner, T. E. (2013). Interpersonal processes in depression. Annual Review of Clinical Psychology, 9, 355–377.
Harter, S. (2012). The construction of the self: Developmental and sociocultural foundations. New York: Guilford.
Harter, S., Stocker, S., & Robinson, N. S. (1996). The perceived directionality of the link between approval and self-worth: the liabilities of a looking glass self-orientation among young adolescents. Journal of Research on Adolescence, 6, 285–308.
Holmbeck, G. (2002). Post-hoc probing of significant moderational and meditational effects in studies of pediatric populations. Journal of Pediatric Psychology, 27, 87–96.
Jelenchick, L. A., Eickhoff, J. C., & Moreno, M. A. (2013). “Facebook depression?” Social networking site use and depression in older adolescents. Journal of Adolescent Health, 52, 128–130.
Joiner, T. E., Jr. (1999). A test of interpersonal theory of depression in youth psychiatric inpatients. Journal of Abnormal Child Psychology, 27, 77–85.
Joiner, T. E., & Metalsky, G. I. (1995). A prospective test of an integrative interpersonal theory of depression: a naturalistic study of college roommates. Journal of Personality and Social Psychology, 69, 778–788.
Joiner, T. E., & Metalsky, G. I. (2001). Excessive reassurance seeking: delineating a risk factor involved in the development of depressive symptoms. Psychological Science, 12, 371–378.
Jones, D. C. (2001). Social comparison and body image: attractiveness comparisons to models and peers among adolescent girls and boys. Sex Roles, 45, 645–664.
Jones, S. & Fox, S. (2009). Generations online in 2009. Pew Internet & American Life Project. Retrieved from http://www.floridatechnet.org/Generations_Online_in_2009.pdf
Krasnova, H., Wenninger, H., Widjaja, T., & Buxmann, P. (2013). Envy on Facebook: A hidden threat to users’ life satisfaction? In International Conference on Wirtschaftsinformatik, Leipzig.
Kraut, R., Kiesler, S., Boneva, B., Cummings, J., Helgeson, V., & Crawford, A. (2002). Internet paradox revisited. Journal of Social Issues, 58, 49–74.
Kross, E., Verduyn, P., Demiralp, E., Park, J., Lee, D. S., Lin, N., … Ybarra, O. (2013). Facebook use predicts declines in subjective well-being in young adults. PLoS ONE, 8. doi: 10.1371/journal.pone.0069841.
Lenhart, A., Purcell, K., Smith, A., & Zickhur, K. (2010). Social media & mobile Internet use among teens and young adults. Pew Internet & American Life Project. Retrieved from http://www.pewinternet.org/Reports/2010/Social-Media-And-Young-Adults.aspx.
Madden, M., Lenhart, A., Cortesi, S., Gasser, U., Duggan, M., Smith, A., & Beaton, M. (2013a). Teens, social media, and privacy. Pew Research Center. Retrieved from http://ww.w.youthtoday.org/hotdocs/PIP_TeensSocialMediaandPrivacy_FINAL.pdf
Madden, M., Lenhart, A., Duggan, M., Cortesi, S., & Gasser, U. (2013b). Teens and technology 2013. Pew Internet & American Life Project. Retrieved from http://www.atlantycalab.com/untangiblelibrary/wp-content/untangible/130315%20-%20PIP_TeensandTechnology2013.pdf
Manago, A. M., Graham, M. B., Greenfield, P. M., & Salimkhan, G. (2008). Self-presentation and gender on MySpace. Journal of Applied Developmental Psychology, 29, 446–458.
Manago, A. M., Taylor, T., & Greenfield, P. M. (2012). Me and my 400 friends: the anatomy of college students’ facebook networks, their communication patterns, and well-being. Developmental Psychology, 48, 369–380.
Mikami, A. Y., Szwedo, D. E., Allen, J. P., Evans, M. A., & Hare, A. L. (2010). Adolescent peer relationships and behavior problems predict young adults’ communication on social networking websites. Developmental Psychology, 46, 46–56.
Muise, A., Christofides, E., & Desmarais, S. (2009). More information than you ever wanted: does facebook bring out the green-eyed monster of jealousy? CyberPsychology & Behavior, 12, 441–444.
Pempek, T. A., Yermolayeva, Y. A., & Calvert, S. L. (2009). College students’ social networking experiences on facebook. Journal of Applied Developmental Psychology, 30, 227–238. doi:10.1016/j.appdev.2008.12.010.
Preacher, K. J., Curran, P. J., & Bauer, D. J. (2006). Computational tools for probing interactions in multiple linear regression, multilevel modeling, and latent curve analysis. Journal of Educational and Behavioral Statistics, 31, 437–448.
Prinstein, M. J., & Cillessen, A. H. (2003). Forms and functions of adolescent peer aggression associated with high levels of peer status. Merrill-Palmer Quarterly (1982-), 310–342.
Prinstein, M. J., Borelli, J. L., Cheah, C. S. L., Simon, V. A., & Aikins, J. W. (2005). Adolescent girls’ interpersonal vulnerability to depressive symptoms: a longitudinal examination of reassurance-seeking and peer relationships. Journal of Abnormal Psychology, 114, 676–688.
Reich, S. M., Subrahmanyam, K., & Espinoza, G. (2012). Friending, IMing, and hanging out face-to-face: overlap in adolescents’ online and offline social networks. Developmental Psychology, 48, 356–368.
Rideout, V. J., Foehr, U. G., & Roberts, D. F. (2010). Generation M2: Media in the lives of 8-to-18-year-olds. Retrieved from http://myweb.wwu.edu/karlberg/444/readings/GenM2.pdf
Rothon, C., Head, J., Clark, C., Klineberg, E., Cattell, V., & Stansfeld, S. (2009). The impact of psychological distress on the educational achievement of adolescents at the end of compulsory education. Social Psychiatry and Psychiatric Epidemiology, 44, 421–427.
Rudolph, K. D. (2002). Gender differences in emotional responses to interpersonal stress during adolescence. Journal of Adolescent Health, 30, 3–13.
Rudolph, K. D. (2009). Adolescent depression. In I. H. Gotlib & C. L. Hammen (Eds.), Handbook of Depression: Second Edition (444–467).
Selfhout, M. H. W., Branje, S. J. T., Delsing, M., ter Bogt, T. F. M., & Meeus, W. H. J. (2009). Different types of internet use, depression, and social anxiety: the role of perceived friendship quality. Journal of Adolescence, 32, 819–833.
Sharp, C., Goodyer, I. M., & Croudace, T. J. (2006). The short mood and feelings questionnaire (SMFQ): a unidimensional item response theory and categorical data factor analysis of self-report ratings from a community sample of 7-through 11-year-old children. Journal of Abnormal Child Psychology, 34, 379–391.
Starr, L. R., & Davila, J. (2008). Excessive reassurance seeking, depression, and interpersonal rejection: a meta-analytic review. Journal of Abnormal Psychology, 117, 762–775.
Stefanone, M. A., Lackaff, D., & Rosen, D. (2011). Contingencies of self-worth and social-networking-site behavior. Cyberpsychology, Behavior and Social Networking, 14, 41–49.
Subrahmanyam, K., & Greenfield, P. (2008). Online communication and adolescent relationships. The Future of Children, 18, 119–146.
Tversky, A., & Kahneman, D. (1973). Availability: a heuristic for judging frequency and probability. Cognitive Psychology, 5, 207–232.
Uhls, Y. T., Espinoza, G., Greenfield, P., Subrahmanyam, K., & Smahel, D. (2011). Internet and other interactive media. Encyclopedia of Adolescence, 2, 160–168.
Underwood, M. K., Rosen, L. H., More, D., Ehrenreich, S. E., & Gentsch, J. K. (2012). The BlackBerry project: capturing the content of adolescents’ text messaging. Developmental Psychology, 48, 295–302.
Valkenburg, P. M., & Peter, J. (2009). The effects of instant messaging on the quality of adolescents’ existing friendships: a longitudinal study. Journal of Communication, 59, 79–97.
Valkenburg, P. M., & Peter, J. (2013). Five challenges for the future of media-effects research. International Journal of Communication, 7, 197–215.
Valkenburg, P. M., Peter, J., & Schouten, A. P. (2006). Friend networking sites and their relationship to adolescents’ well-being and social self-esteem. CyberPsychology & Behavior, 9, 584–590.
van den Eijnden, R. J. J. M., Meerkerk, G.-J., Vermulst, A. A., Spijkerman, R., & Engels, R. C. M. E. (2008). Online communication, compulsive internet use, and psychosocial well-being among adolescents: a longitudinal study. Developmental Psychology, 44, 655–665.
Walther, J. B., Liang, Y. J., DeAndrea, D. C., Tong, S. T., Carr, C. T., Spottswood, E. L., & Amichai-Hamburger, Y. (2011). The effect of feedback on identity shift in computer-mediated communication. Media Psychology, 14, 1–26.
Wenzlaff, R. M., & Beevers, C. G. (1998). Depression and interpersonal responses to others’ moods: the solicitation of negative information about happy people. Personality and Social Psychology Bulletin, 24, 386–398.
Widman, L., Nesi, J., Choukas-Bradley, S., & Prinstein, M. J. (2014). Safe sext: adolescents’ use of technology to communicate about sexual health with dating partners. The Journal of Adolescent Health, 54, 612–614.
This work was supported in part by National Institutes of Health Grant R01-HD055342 awarded to Mitchell J. Prinstein. This work was also supported in part by the National Science Foundation Graduate Research Fellowship DGE-1144081 awarded to Jacqueline Nesi. We wish to sincerely thank the many research assistants and research participants who made this study possible.
Any opinions, findings, and conclusions or recommendations expressed in this material are those of the authors and do not necessarily reflect the views of the National Institutes of Health or the National Science Foundation.
Conflict of Interest
The authors declare that they have no conflict of interest.
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Nesi, J., Prinstein, M.J. Using Social Media for Social Comparison and Feedback-Seeking: Gender and Popularity Moderate Associations with Depressive Symptoms. J Abnorm Child Psychol 43, 1427–1438 (2015). https://doi.org/10.1007/s10802-015-0020-0
- Depressive symptoms
- Social media
- Interpersonal feedback-seeking
- Social comparison