The Role of Platform Brand in the Association Between Social Media Use, Stress and Educational Attainment

References

• Aalbers, G., McNally, R. J., Heeren, A., de Wit, S., & Fried, E. I. (2019). Social media and depression symptoms: A network perspective. Journal of Experimental Psychology. General, 148(8), 1454–1462. https://doi.org/10.1037/xge0000528
   PubMed Web of Science ®Google Scholar
• Abi-Jaoude, E., Naylor, K. T., & Pignatiello, A. (2020). Smartphones, social media use and youth mental health. CMAJ : Canadian Medical Association Journal = journal de l'Association medicale canadienne, 192(6), E136–E141. https://doi.org/10.1503/cmaj.190434
   PubMed Web of Science ®Google Scholar
• Ahn, J. (2011). The effect of social network sites on adolescents’ social and academic development: Current theories and controversies. Journal of the American Society for Information Science and Technology, 62(8), 1435–1445. https://doi.org/10.1002/asi.21540
   Web of Science ®Google Scholar
• Alhabash, S., & Ma, M. (2017). A tale of four platforms: Motivations and uses of Facebook, Twitter, Instagram, and Snapchat among college students? Social Media + Society, 3(1), 205630511769154. https://doi.org/10.1177/2056305117691544
   Web of Science ®Google Scholar
• Alwagait, E., Shahzad, B., & Alim, S. (2015). Impact of social media usage on students academic performance in Saudi Arabia. Computers in Human Behavior, 51(part b), 1092–1097. https://doi.org/10.1016/j.chb.2014.09.028
   Web of Science ®Google Scholar
• Appel, M., Marker, C., & Gnambs, T. (2020). Are social media ruining our lives? A review of meta-analytic evidence. Review of General Psychology, 24(1), 60–74. https://doi.org/10.1177/1089268019880891
   Web of Science ®Google Scholar
• Baker, D. A., & Algorta, G. P. (2016). The relationship between online social networking and depression: A systematic review of quantitative studies. Cyberpsychology, Behavior and Social Networking, 19(11), 638–648. https://doi.org/10.1089/cyber.2016.0206
   PubMed Web of Science ®Google Scholar
• Bayer, J. B., Ellison, N. B., Schoenebeck, S. Y., & Falk, E. B. (2016). Sharing the small moments: Ephemeral social interaction on Snapchat. Information Communication and Society, 19(7), 956–977. https://doi.org/10.1080/1369118X.2015.1084349
   Web of Science ®Google Scholar
• Biernesser, C., Sewall, C. J. R., Brent, D., Bear, T., Mair, C., & Trauth, J. (2020). Social media use and deliberate self-harm among youth: A systematized narrative review. Children and Youth Services Review, 116, 105054. https://doi.org/10.1016/j.childyouth.2020.105054
   PubMed Web of Science ®Google Scholar
• Bucher, T., & Helmond, A. (2018). The affordances of social media platforms. In The SAGE handbook of social media (pp. 233–253). SAGE Publications Ltd. https://doi.org/10.4135/9781473984066.n14
   Google Scholar
• Centre for Humane Technology Design (2022). Humane design guide (alpha version). https://www.humanetech.com/designguide
   Google Scholar
• Cohen, S. & Williamson, G. (1988). Perceived stress in a probability sample of the United States. In S. Spacapan & S. Oskamp (Eds.), Claremont Symposium on Applied social psychology. The social psychology of health (pp. 31–67). Sage Publications.
   Google Scholar
• Doleck, T., & Lajoie, S. (2018). Social networking and academic performance: A review. Education and Information Technologies, 23(1), 435–465. https://doi.org/10.1007/s10639-017-9612-3
   Web of Science ®Google Scholar
• Frison, E., & Eggermont, S. (2017). Browsing, posting, and liking on Instagram: the reciprocal relationships between different types of Instagram use and adolescents’ depressed mood. Cyberpsychology, Behavior and Social Networking, 20(10), 603–609. https://doi.org/10.1089/cyber.2017.0156
   PubMed Web of Science ®Google Scholar
• GlobalWebIndex (2019). Social - GlobalWebIndex’s flagship report on the latest trends in social media. GlobalWebIndex.
   Google Scholar
• Grosser, B. (2014). What do metrics want? How quantification prescribes social interaction on Facebook. Computational Culture, 4, 1–42. http://computationalculture.net/what-do-metrics-want/
   Google Scholar
• Hampton, K. N., Rainie, L., Lu, W., Shin, I., & Purcell, K. (2014). Social media and the cost of caring. Pew Research Center.
   Google Scholar
• Hawi, N. S., & Samaha, M. (2017). The relations among social media addiction, self-esteem, and life satisfaction in university students. Social Science Computer Review, 35(5), 576–586. https://doi.org/10.1177/0894439316660340
   Web of Science ®Google Scholar
• Huang, C. (2018). Social network site use and academic achievement: A meta-analysis. Computers & Education, 119, 76–83. https://doi.org/10.1016/j.compedu.2017.12.010
   Web of Science ®Google Scholar
• Hyde, J. S., & Mezulis, A. H. (2020). Gender differences in depression: Biological, affective, cognitive, and sociocultural factors. Harvard Review of Psychiatry, 28(1), 4–13. https://doi.org/10.1097/HRP.0000000000000230
   PubMed Web of Science ®Google Scholar
• Ilakkuvan, V., Johnson, A., Villanti, A. C., Evans, W. D., & Turner, M. (2019). Patterns of social media use and their relationship to health risks among young adults. The Journal of Adolescent Health: Official Publication of the Society for Adolescent Medicine, 64(2), 158–164. https://doi.org/10.1016/j.jadohealth.2018.06.025
   PubMed Web of Science ®Google Scholar
• Keles, B., McCrae, N., & Grealish, A. (2020). A systematic review: The influence of social media on depression, anxiety and psychological distress in adolescents. International Journal of Adolescence and Youth, 25(1), 79–93. https://doi.org/10.1080/02673843.2019.1590851
   Web of Science ®Google Scholar
• Kelly, Y., Zilanawala, A., Booker, C., & Sacker, A. (2018). Social media use and adolescent mental health: Findings from the UK millennium cohort study. EClinicalMedicine, 6, 59–68. https://doi.org/10.1016/j.eclinm.2018.12.005
   PubMedGoogle Scholar
• Kircaburun, K., Alhabash, S., Tosuntaş, Ş. B., & Griffiths, M. D. (2020). Uses and gratifications of problematic social media use among university students: A simultaneous examination of the big five of personality traits, social media platforms, and social media use motives. International Journal of Mental Health and Addiction, 18(3), 525–547. https://doi.org/10.1007/s11469-018-9940-6
   Web of Science ®Google Scholar
• LaRose, R. (2010). The problem of media habits. Communication Theory, 20(2), 194–222. https://doi.org/10.1111/j.1468-2885.2010.01360.x
   Web of Science ®Google Scholar
• Lee, E. H. (2012). Review of the psychometric evidence of the perceived stress scale. Asian Nursing Research, 6(4), 121–127. https://doi.org/10.1016/j.anr.2012.08.004
   PubMed Web of Science ®Google Scholar
• Lewis, F., Butler, A., & Gilbert, L. (2011). A unified approach to model selection using the likelihood ratio test. Methods in Ecology and Evolution, 2(2), 155–162. https://doi.org/10.1111/j.2041-210X.2010.00063.x
   Web of Science ®Google Scholar
• Liu, D., Kirschner, P. A., & Karpinski, A. C. (2017). A meta-analysis of the relationship of academic performance and Social Network Site use among adolescents and young adults. Computers in Human Behavior, 77, 148–157. https://doi.org/10.1016/j.chb.2017.08.039
   Web of Science ®Google Scholar
• Liu, Q.-Q., Zhou, Z.-K., Yang, X.-J., Niu, G.-F., Tian, Y., & Fan, C.-Y. (2017). Upward social comparison on social network sites and depressive symptoms: A moderated mediation model of self-esteem and optimism. Personality and Individual Differences, 113, 223–228. https://doi.org/10.1016/j.paid.2017.03.037
   Web of Science ®Google Scholar
• Livingstone, S., & Helsper, E. (2010). Balancing opportunities and risks in teenagers’ use of the internet: The role of online skills and internet self-efficacy. New Media & Society, 12(2), 309–329. https://doi.org/10.1177/1461444809342697
   Web of Science ®Google Scholar
• Marker, C., Gnambs, T., & Appel, M. (2018). Active on Facebook and failing at school? Meta-analytic findings on the relationship between online social networking activities and academic achievement. Educational Psychology Review, 30(3), 651–677. https://doi.org/10.1007/s10648-017-9430-6
   Web of Science ®Google Scholar
• Massara, F., Ancarani, F., Costabile, M., & Ricotta, F. (2012). Social desirability in virtual communities. International Journal of Business Administration, 3(6), 93–100. https://doi.org/10.5430/ijba.v3n6p93
   Google Scholar
• McCrae, N., Gettings, S., & Purssell, E. (2017). Social media and depressive symptoms in childhood and adolescence: A systematic review. Adolescent Research Review, 2(4), 315–330. https://doi.org/10.1007/s40894-017-0053-4
   Web of Science ®Google Scholar
• Moreno, M. A., & Uhls, Y. T. (2019). Applying an affordances approach and a developmental lens to approach adolescent social media use. Digital Health, 5, 1–6. 2055207619826678. https://doi.org/10.1177/2055207619826678
   Web of Science ®Google Scholar
• Nesi, J., Choukas-Bradley, S., & Prinstein, M. J. (2018a). Transformation of adolescent peer relations in the social media context: Part 1-A theoretical framework and application to dyadic peer relationships. Clinical Child and Family Psychology Review, 21(3), 267–294. (Springer New York LLChttps://doi.org/10.1007/s10567-018-0261-x
   PubMed Web of Science ®Google Scholar
• Nesi, J., Choukas-Bradley, S., & Prinstein, M. J. (2018b). Transformation of adolescent peer relations in the social media context: Part 2-application to peer group processes and future directions for research. Clinical Child and Family Psychology Review, 21(3), 295–319. https://doi.org/10.1007/s10567-018-0262-9
   PubMed Web of Science ®Google Scholar
• Nesi, J., Telzer, E. H., & Prinstein, M. J. (2020). Adolescent development in the digital media context. Psychological Inquiry, 31(3), 229–234. (Routledgehttps://doi.org/10.1080/1047840x.2020.1820219
   PubMed Web of Science ®Google Scholar
• Neyman, C. J. (2017). A survey of addictive software design. Computer Science, 1(1), 1–12. https://www.researchgate.net/publication/318012535_A_Survey_of_Addictive_Software_Design
   Google Scholar
• Orben, A. (2020a). Digital Diet: A 21st century approach to understanding digital technologies and development. Infant and Child Development, 33(1), e2228. https://psyarxiv.com/324h8/
   Google Scholar
• Orben, A. (2020b). Teenagers, screens and social media: A narrative review of reviews and key studies. Social Psychiatry and Psychiatric Epidemiology, 55(4), 407–414. Springer. https://doi.org/10.1007/s00127-019-01825-4
   PubMed Web of Science ®Google Scholar
• Orben, A., & Przybylski, A. K. (2019). Screens, teens, and psychological well-being: Evidence from three time-use-diary studies. Psychological Science, 30(5), 682–696. https://doi.org/10.1177/0956797619830329
   PubMed Web of Science ®Google Scholar
• Orben, A., Weinstein, N., & Przybylski, A. K. (2020). Only holistic and iterative change will fix digital technology research. Psychological Inquiry, 31(3), 235–241. (Routledge https://doi.org/10.1080/1047840X.2020.1820221
   Web of Science ®Google Scholar
• Owen, B., Heisterkamp, B., Halfmann, A., & Vorderer, P. (2018). Trait mindfulness and problematic smartphone use. In D. Grimes, Q. Wang, & H. Lin (Eds.), Empirical studies of contemplative practices (pp. 181–205). Nova Science Publishers. https://www.mendeley.com/catalogue/7a3fea5f-e66c-3fc1-be1f-ef49103b6f35/?utm_source=desktop&utm_medium=1.19.4&utm_campaign=open_catalog&userDocumentId=%7Bcfdac9b7-1e4d-3ce2-bdb8-c653fc593689%7D
   Google Scholar
• Przybylski, A. K., & Weinstein, N. (2017). A large-scale test of the goldilocks hypothesis: Quantifying the relations between digital-screen use and the mental well-being of adolescents. Psychological Science, 28(2), 204–215. https://doi.org/10.1177/0956797616678438
   PubMed Web of Science ®Google Scholar
• Royal Society for Public Health (2017). #StatusOfMind - social media and young people’s mental health and wellbeing. Royal Society for Public Health.
   Google Scholar
• 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
   PubMed Web of Science ®Google Scholar
• Saiphoo, A. N., & Vahedi, Z. (2019). A meta-analytic review of the relationship between social media use and body image disturbance. Computers in Human Behavior, 101, 259–275. https://doi.org/10.1016/j.chb.2019.07.028
   Web of Science ®Google Scholar
• Schmuck, D., Karsay, K., Matthes, J., & Stevic, A. (2019). “Looking Up and Feeling Down”. The influence of mobile social networking site use on upward social comparison, self-esteem, and well-being of adult smartphone users. Telematics and Informatics, 42, 101240. https://doi.org/10.1016/j.tele.2019.101240
   Web of Science ®Google Scholar
• Schønning, V., Hjetland, G. J., Aarø, L. E., & Skogen, J. C. (2020). Social media use and mental health and well-being among adolescents - a scoping review. Frontiers in Psychology, 11, 1949. https://doi.org/10.3389/fpsyg.2020.01949
   PubMed Web of Science ®Google Scholar
• Schreurs, L., & Vandenbosch, L. (2021). Introducing the Social Media Literacy (SMILE) model with the case of the positivity bias on social media. Journal of Children and Media, 15(3), 320–337. https://doi.org/10.1080/17482798.2020.1809481
   Web of Science ®Google Scholar
• Sedgwick, R., Epstein, S., Dutta, R., & Ougrin, D. (2019). Social media, internet use and suicide attempts in adolescents. Current Opinion in Psychiatry, 32(6), 534–541. https://doi.org/10.1097/YCO.0000000000000547
   PubMed Web of Science ®Google Scholar
• Steers, M.-L N., Wickham, R. E., & Acitelli, L. K. (2014). Seeing everyone else’s highlight reels: How Facebook usage is linked to depressive symptoms. Journal of Social and Clinical Psychology, 33(8), 701–731. https://doi.org/10.1521/jscp.2014.33.8.701
   Web of Science ®Google Scholar
• Tibber, M. S., & Silver, E. (2022). A trans-diagnostic cognitive-behavioural conceptualisation of the positive and negative roles of social media use in adolescents’ mental health and wellbeing. The Cognitive Behaviour Therapist, 15(e7), 1–46. https://doi.org/10.1017/S1754470X22000034
   Google Scholar
• Tibber, M. S., Zhao, J., & Butler, S. (2020). The association between self-esteem and dimensions and classes of cross-platform social media use in a sample of emerging adults – evidence from regression and latent class analyses. Computers in Human Behavior, 109, 106371. https://doi.org/10.1016/j.chb.2020.106371
   Web of Science ®Google Scholar
• Torrent, J. (2014). MIL and the web 3.0. In S. H. Culver & P. A. Kerr (Eds.), Global citizenship in a digital world (pp. 27–30). International Clearinghouse on Children, Youth and Media at NORDICOM.
   Google Scholar
• Uhls, Y. T., Ellison, N. B., & Subrahmanyam, K. (2017). Benefits and costs of social media in adolescence. Pediatrics, 140(Suppl 2), S67–S70. https://doi.org/10.1542/peds.2016-1758E
   PubMedGoogle Scholar
• Vannucci, A., & McCauley Ohannessian, C. (2019). Social media use subgroups differentially predict psychosocial well-being during early adolescence. Journal of Youth and Adolescence, 48(8), 1469–1493. https://doi.org/10.1007/s10964-019-01060-9
   PubMed Web of Science ®Google Scholar
• Verbeij, T., Pouwels, J. L., Beyens, I., & Valkenburg, P. M. (2021). The accuracy and validity of self-reported social media use measures among adolescents 3, 1--11. https://Psyarxiv.Com/P4yb2/
   Google Scholar
• Vidal, C., Lhaksampa, T., Miller, L., & Platt, R. (2020). Social media use and depression in adolescents: A scoping review. International Review of Psychiatry (Abingdon, England), 32(3), 235–253. https://doi.org/10.1080/09540261.2020.1720623
   PubMed Web of Science ®Google Scholar
• Vogel, E. A., Rose, J. P., Okdie, B. M., Eckles, K., & Franz, B. (2015). Who compares and despairs? The effect of social comparison orientation on social media use and its outcomes. Personality and Individual Differences, 86, 249–256. https://doi.org/10.1016/j.paid.2015.06.026
   Web of Science ®Google Scholar
• Vogel, E. A., Rose, J. P., Roberts, L. R., & Eckles, K. (2014). Social comparison, social media, and self-esteem. Psychology of Popular Media Culture, 3(4), 206–222. https://doi.org/10.1037/ppm0000047
   Google Scholar
• Voyer, D., & Voyer, S. (2014). Gender differences in scholastic achievement: A meta-analysis. Psychological Bulletin, 140(4), 1174–1204. https://doi.org/10.1037/a0036620
   PubMed Web of Science ®Google Scholar
• Wang, Z., Chen, J., Boyd, J. E., Zhang, H., Jia, X., Qiu, J., & Xiao, Z. (2011). Psychometric properties of the Chinese version of the perceived stress scale in policewomen. PLoS One, 6(12), e28610. https://doi.org/10.1371/journal.pone.0028610
   Google Scholar
• Wang, J.-L., Wang, H.-Z., Gaskin, J., & Hawk, S. (2017). The mediating roles of upward social comparison and self-esteem and the moderating role of social comparison orientation in the association between social networking site usage and subjective well-being. Frontiers in Psychology, 8, 771. https://doi.org/10.3389/fpsyg.2017.00771
   PubMed Web of Science ®Google Scholar
• Wirtz, D., Tucker, A., Briggs, C., & Schoemann, A. M. (2021). How and why social media affect subjective well-being: Multi-site use and social comparison as predictors of change across time. Journal of Happiness Studies, 22(4), 1619–1673. https://doi.org/10.1007/s10902-020-00291-z
   Web of Science ®Google Scholar
• Yang, C., & Lee, Y. (2020). Interactants and activities on Facebook, Instagram, and Twitter: Associations between social media use and social adjustment to college. Applied Developmental Science, 24(1), 62–78. https://doi.org/10.1080/10888691.2018.1440233
   Web of Science ®Google Scholar