Differential Effects of Active Social Media Use on General Trait and Online-Specific State-FoMO: Moderating Effects of Passive Social Media Use

References

• Elhai JD, Yang H, Montag C. Fear of missing out (FOMO): overview theoretical underpinnings and literature review on relations with severity of negative affectivity and problematic technology use. Braz J Psychiatry. 2021;43:203–209. doi:10.1590/1516-4446-2020-0870
   PubMedGoogle Scholar
• Tandon A, Dhir A, Almugren I, AlNemer GN, Mäntymäki M. Fear of missing out (FoMO) among social media users: a systematic literature review synthesis and framework for future research. Internet Res. 2021;31:782–821. doi:10.1108/intr-11-2019-0455
   Web of Science ®Google Scholar
• Wegmann E, Brandtner A, Brand M. Perceived strain due to COVID-19-related restrictions mediates the effect of social needs and fear of missing out on the risk of a problematic use of social networks. Front Psychiatry. 2021;12:623099. doi:10.3389/fpsyt.2021.623099
   PubMed Web of Science ®Google Scholar
• Servidio R, Sinatra M, Griffiths MD, Monacis L. Social comparison orientation and fear of missing out as mediators between self-concept clarity and problematic smartphone use. Addict Behav. 2021;122:107014. doi:10.1016/j.addbeh.2021.107014
   PubMed Web of Science ®Google Scholar
• Balta S, Emirtekin E, Kircaburun K, Griffiths MD. Neuroticism trait fear of missing out and phubbing: the mediating role of state fear of missing out and problematic Instagram use. Int J Ment Health Addict. 2020;18:628–639. doi:10.1007/s11469-018-9959-8
   Web of Science ®Google Scholar
• Li L, Griffiths MD, Mei S, Niu Z. Fear of missing out and smartphone addiction mediates the relationship between positive and negative affect and sleep quality among Chinese university students. Front Psychiatry. 2020;11:877. doi:10.3389/fpsyt.2020.00877
   PubMed Web of Science ®Google Scholar
• Bakioğlu F, Deniz M, Griffiths MD, Pakpour AH. Adaptation and validation of the online-fear of missing out inventory into Turkish and the association with social media addiction smartphone addiction and life satisfaction. BMC Psychol. 2022;10:1–10. doi:10.1186/s40359-022-00856-y
   PubMedGoogle Scholar
• Gugushvili N, Täht K, Rozgonjuk D, Raudlam M, Ruiter R, Verduyn P. Two dimensions of problematic smartphone use mediate the relationship between fear of missing out and emotional well-being. Cyberpsychology. 2020;14:Article 3. doi:10.5817/CP2020-2-3
   Google Scholar
• Milyavskaya M, Saffran M, Hope N, Koestner R. Fear of missing out: prevalence dynamics and consequences of experiencing FOMO. Motiv Emot. 2018;42:725–737. doi:10.1007/s11031-018-9683-5
   Web of Science ®Google Scholar
• Park HJ. Impact of Facebook usage intensity on fear of missing out and depression: moderated mediating effect of Facebook usage behaviour. Telemat Inform. 2022;74:101878. doi:10.1016/j.tele.2022.101878
   Web of Science ®Google Scholar
• Chen S, Bi RX, Wang JL. Enjoy “life, work and study encyclopedia”, beware of “time killers” and “privacy traps”, young and old users of social media “surf” and “control the water” China Youth Daily; 2022. Available from: http://news.cyol.com/gb/articles/2022-11/25/content_7JedaIeKz.html. Accessed April 19, 2023.
   Google Scholar
• Buglass SL, Binder JF, Betts LR, Underwood JDM. Motivators of online vulnerability: the impact of social network site use and FOMO. Comput Hum Behav. 2017;66:248–255. doi:10.1016/j.chb.2016.09.055
   Web of Science ®Google Scholar
• Bloemen N, De Coninck D. Social media and fear of missing out in adolescents: the role of family characteristics. Soc Media Soc. 2020;6:205630512096551. doi:10.1177/2056305120965517
   Web of Science ®Google Scholar
• Zhang YL, Li S, Yu GL. The relationship between social media use and fear of missing out: a meta-analysis. Acta Psychol Sin. 2021;55:273–290. doi:10.3724/sp.j.1041.2021.00273
   Google Scholar
• Burnell K, George MJ, Vollet JW, Ehrenreich SE, Underwood MK. Passive social networking site use and well-being: the mediating roles of social comparison and the fear of missing out. Cyberpsychology. 2019;13:1–14. doi:10.5817/cp2019-3-5
   Google Scholar
• Chai HY, Niu GF, Chu XW, Wei Q, Song YH, Sun XJ. Fear of missing out: what have I missed again? Adv Psychol Sci. 2018;26:527–537. doi:10.3724/SP.J.1042.2018.00527
   Google Scholar
• Verduyn P, Ybarra O, Résibois M, Jonides J, Kross E. Do social network sites enhance or undermine subjective well‐being? A critical review. Soc Issues Policy Rev. 2017;11:274–302. doi:10.1111/sipr.12033
   Web of Science ®Google Scholar
• Wang HZ, Yang TT, Gaskin J, Wang JL. The longitudinal association between passive social networking site usage and depressive symptoms: the mediating role of envy and moderating role of life satisfaction. J Soc Clin Psychol. 2019;38:181–199. doi:10.1521/jscp.2019.38.3.181
   Web of Science ®Google Scholar
• Liu C, Yang D, Han Z. How do passive social networking services use and its antecedents affect users’ continuance intention? An empirical study of WeChat use. Psychol Res Behav Manag. 2022;15:3191–3203. doi:10.2147/PRBM.S373959
   PubMed Web of Science ®Google Scholar
• Liu QQ, Niu GF, Fan CY, Zhou ZK. Passive use of social network site and its relationships with self-esteem and self-concept clarity: a moderated mediation analysis. Acta Psychol Sin. 2017;49:60–71. doi:10.3724/sp.j.1041.2017.00060
   Google Scholar
• Zhang YL, Li S, Yu GL. Fear of missing out and passive social networking site use among college students: a two wave longitudinal study. Psychol Sci. 2021;44:377–383. doi:10.16719/j.cnki.1671-6981.20210217
   Google Scholar
• Lian SL, Sun XJ, Yang XJ, Zhou ZK. The effect of adolescents’ active social networking site use on life satisfaction: the sequential mediating roles of positive feedback and relational certainty. Curr Psychol. 2020;39:2087–2095. doi:10.1007/s12144-018-9882-y
   Web of Science ®Google Scholar
• Lin S, Liu D, Niu G, Longobardi C. Active social network sites use and loneliness: the mediating role of social support and self-esteem. Curr Psychol. 2022;41:1279–1286. doi:10.1007/s12144-020-00658-8
   Web of Science ®Google Scholar
• Frison E, Bastin M, Bijttebier P, Eggermont S. Helpful or harmful? The different relationships between private Facebook interactions and adolescents’ depressive symptoms. Media Psychol. 2019;22:244–272. doi:10.1080/15213269.2018.1429933
   Web of Science ®Google Scholar
• Ma L. Cross-lagged analysis of passive social network site use and fear of missing out in college students. Chin J School Health. 2020;41:70–72. doi:10.16835/j.cnki.1000-9817.2020.01.019
   Google Scholar
• Pang H. Unraveling the influence of passive and active WeChat interactions on upward social comparison and negative psychological consequences among university students. Telemat Inform. 2021;57:101510. doi:10.1016/j.tele.2020.101510
   Web of Science ®Google Scholar
• Wegmann E, Oberst U, Stodt B, Brand M. Online-specific fear of missing out and Internet-use expectancies contribute to symptoms of Internet-communication disorder. Addict Behav Rep. 2017;5:33–42. doi:10.1016/j.abrep.2017.04.001
   PubMedGoogle Scholar
• Röttinger D, Bischof G, Brandt D, et al. Dispositional and online-specific Fear of Missing Out are associated with the development of IUD symptoms in different internet applications. J Behav Addict. 2021;10:747–758. doi:10.1556/2006.2021.00042
   PubMed Web of Science ®Google Scholar
• Xiao MM, Liu AS. Revision of the Chinese version of trait-state fear of missing out. Chin J Clin Psychol. 2019;27:268–272. doi:10.16128/j.cnki.1005-3611.2019.02.011
   Google Scholar
• Li L, Griffiths MD, Niu Z, Mei S. The trait-state fear of missing out scale: validity reliability and measurement invariance in a Chinese sample of university students. J Affect Disord. 2020;274:711–718. doi:10.1016/j.jad.2020.05.103
   PubMed Web of Science ®Google Scholar
• Verduyn P, Gugushvili N, Kross E. Do social networking sites influence well-being? The extended active-passive model. Curr Dir Psychol Sci. 2022;31:62–68. doi:10.1177/09637214211053637
   Web of Science ®Google Scholar
• Przybylski AK, Murayama K, DeHaan CR, Gladwell V. Motivational emotional and behavioral correlates of fear of missing out. Comput Hum Behav. 2013;29:1841–1848. doi:10.1016/j.chb.2013.02.014
   Web of Science ®Google Scholar
• Yin L, Wang P, Nie J, Guo J, Feng J, Lei L. Social networking sites addiction and FoMO: the mediating role of envy and the moderating role of need to belong. Curr Psychol. 2021;40(8):3879–3887. doi:10.1007/s12144-019-00344-4
   Web of Science ®Google Scholar
• Xie X, Wang Y, Wang P, Zhao F, Lei L. Basic psychological needs satisfaction and fear of missing out: friend support moderated the mediating effect of individual relative deprivation. Psychiatry Res. 2018;268:223–228. doi:10.1016/j.psychres.2018.07.025
   PubMed Web of Science ®Google Scholar
• Dou F, Li Q, Li X, Li Q, Wang M. Impact of perceived social support on fear of missing of out (FoMO): amoderated mediation model. Curr Psychol. 2021;1–22. doi:10.1007/s12144-021-01404-4
   Web of Science ®Google Scholar
• Song HY, Kim JH. Smartphone use type fear of missing out social support and smartphone screen time among adolescents in Korea: interactive effects. Front Public Health. 2022;10:822741. doi:10.3389/fpubh.2022.822741
   PubMed Web of Science ®Google Scholar
• Deters FG, Mehl MR. Does posting Facebook status updates increase or decrease loneliness? An online social networking experiment. Soc Psychol Pers Sci. 2013;4(5):579–586. doi:10.1177/1948550612469233
   Web of Science ®Google Scholar
• Valkenburg PM, Peter J. The effects of instant messaging on the quality of adolescents’ existing friendships: a longitudinal study. J Commun. 2009;59:79–97. doi:10.1111/j.1460-2466.2008.01405.x
   Web of Science ®Google Scholar
• Manago AM, Brown G, Lawley KA, Anderson G. Adolescents’ daily face-to-face and computer-mediated communication: associations with autonomy and closeness to parents and friends. Devel Psychol. 2020;56(1):153–164. doi:10.1037/dev0000851
   PubMed Web of Science ®Google Scholar
• Utz S, Breuer J. The relationship between use of social network sites online social support and well-being: results from a six-wave longitudinal study. J Media Psychol. 2017;29:115–125. doi:10.1027/1864-1105/a000222
   PubMed Web of Science ®Google Scholar
• Frison E, Eggermont S. Toward an integrated and differential approach to the relationships between loneliness different types of Facebook use and adolescents’ depressed mood. Commun Res. 2020;47:70–728. doi:10.1177/0093650215617506
   Web of Science ®Google Scholar
• Gul H, Firat S, Sertcelik M, Gul A, Gurel Y, Kilic BG. Effects of psychiatric symptoms age and gender on fear of missing out (FoMO) and problematic smartphone use: a path analysis with clinical-based adolescent sample. Indian J Psychiatry. 2022;64:289–294. doi:10.4103/indianjpsychiatry.indianjpsychiatry_34_21
   PubMed Web of Science ®Google Scholar
• Iannone NE, McCarty MK, Branch SE, Kelly JR. Connecting in the Twitterverse: using Twitter to satisfy unmet belonging needs. J Soc Psychol. 2018;158:491–495. doi:10.1080/00224545.2017.1385445
   PubMed Web of Science ®Google Scholar
• Marengo D, Montag C, Sindermann C, Elhai JD, Settanni M. Examining the links between active Facebook use received likes self-esteem and happiness: a study using objective social media data. Telemat Inform. 2021;58:101523. doi:10.1016/j.tele.2020.101523
   Web of Science ®Google Scholar
• Kim SS. The integrative framework of technology use: an extension and test. MIS Q. 2009;33:513–537. doi:10.2307/20650307
   Web of Science ®Google Scholar
• Valkenburg PM, Peter J, Walther JB. Media effects: theory and research. Annu Rev Psychol. 2016;67:315–338. doi:10.1146/annurev-psych-122414-033608
   PubMed Web of Science ®Google Scholar
• Zhou ZK, Liu QX. Cyber-psychology: the reconstruction of behavior. Chin Soc Sci Rev. 2016;55–67 + 126–127. Available from https://kns.cnki.net/kcms/detail/detail.aspx?dbcode=CJFD&dbname=CJFDLAST2016&filename=ZSKP201603005&uniplatform=NZKPT&v=YONrG_vI0vfTDQt2xZv0MdwQu2gkd581o2WVikekL_-xyTen8Ty8ZG-LpTK6yuwv.
   Google Scholar
• Valkenburg PM, Peter J. Online communication among adolescents: an integrated model of its attraction opportunities and risks. J Adolesc Health. 2011;48:121–127. doi:10.1016/j.jadohealth.2010.08.020
   PubMed Web of Science ®Google Scholar
• Alutaybi A, Arden-Close E, McAlaney J, Stefanidis A, Phalp K, Ali R. How can social networks design trigger fear of missing out? 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC); 2019; Bari, Italy. doi:10.1109/smc.2019.8914672.
   Google Scholar
• Alutaybi A, McAlaney J, Arden-Close E, Stefanidis A, Phalp K, Ali R. Fear of missing out (FoMO) as really lived: five classifications and one ecology. The 6th International Conference on Behavioral, Economic, and Socio-Cultural Computing.; Beijing, China. doi:10.1109/besc48373.2019.8963027.
   Google Scholar
• Li J, Ma L. The effect of the passive use of social networking sites on college students’ fear of missing out: the role of perceived stress and optimism. Psychol Sci. 2019;42:949–955. doi:10.16719/j.cnki.1671-6981.20190426
   Google Scholar
• Verduyn P, Gugushvili N, Massar K, Täht K, Kross E. Social comparison on social networking sites. Curr Opin Psychol. 2020;36:32–37. doi:10.1016/j.copsyc.2020.04.002
   PubMed Web of Science ®Google Scholar
• Sloman L, Gilbert P, Hasey G. Evolved mechanisms in depression: the role and interaction of attachment and social rank in depression. J Affect Disord. 2003;74:107–121. doi:10.1016/s0165-0327(02)00116-7
   PubMed Web of Science ®Google Scholar
• Thorisdottir IE, Sigurvinsdottir R, Asgeirsdottir BB, Allegrante JP, Sigfusdottir ID. Active and passive social media use and symptoms of anxiety and depressed mood among Icelandic adolescents. Cyberpsychol Behav Soc Netw. 2019;22:535–542. doi:10.1089/cyber.2019.0079
   PubMed Web of Science ®Google Scholar
• Yang CC. Instagram use loneliness and social comparison orientation: interact and browse on social media but don’t compare. Cyberpsychol Behav Soc Netw. 2016;19:703–708. doi:10.1089/cyber.2016.0201
   PubMed Web of Science ®Google Scholar
• Tandoc EC, Ferrucci P, Duffy M. Facebook use envy and depression among college students: is facebooking depressing? Comput Hum Behav. 2015;43:139–146. doi:10.1016/j.chb.2014.10.053
   Web of Science ®Google Scholar
• Chai HY, Niu GF, Lian SL, Chu XW, Liu S, Sun XJ. Why social network site use fails to promote well-being? The roles of social overload and fear of missing out. Comput Hum Behav. 2019;100:85–92. doi:10.1016/j.chb.2019.05.005
   Web of Science ®Google Scholar
• Podsakoff PM, MacKenzie SB, Podsakoff NP. Sources of method bias in social science research and recommendations on how to control it. Annu Rev Psychol. 2012;63:539–569. doi:10.1146/annurev-psych-120710-100452
   PubMed Web of Science ®Google Scholar
• Kenny DA. Measuring model fit. Available from: http://davidakenny.net/cm/fit.htm. Accessed January 2, 2023.
   Google Scholar
• Matsunaga M. Item parceling in structural equation modeling: a primer. Commun Methods Meas. 2008;2:260–293. doi:10.1080/19312450802458935
   Google Scholar
• Wu Y, Wen ZL, Tai HK, Marsh HW. Appropriate standardized estimates of latent interaction models without the mean structure. Acta Psychol Sin. 2011;43:1219–1228.
   Google Scholar
• McDonald RP. Test Theory: A Unified Treatment. New York: Psychology Press; 2013. doi:10.4324/9781410601087
   Google Scholar
• Chin WW. Issues and opinion on structural equation modeling. MIS Quart. 1998;22:7–16.
   Web of Science ®Google Scholar
• Ludlow L, Klein K. Suppressor variables: the difference between “is” versus “Acting As”. J Stat Educ. 2014;22:1–28. doi:10.1080/10691898.2014.11889703
   Google Scholar
• MacKinnon DP, Lamp SJ. A unification of mediator, confounder, and collider effects. Prev Sci. 2021;22:1185–1193. doi:10.1007/s11121-021-01268-x
   PubMed Web of Science ®Google Scholar
• Choi J. Do Facebook and Instagram differ in their influence on life satisfaction? A study of college men and women in South Korea. Cyberpsychology. 2022;16:Article 2. doi:10.5817/cp2022-1-2
   Google Scholar
• Xie W. Social network site use mobile personal talk and social capital among teenagers. Comput Hum Behav. 2014;41:228–235. doi:10.1016/j.chb.2014.09.042
   Web of Science ®Google Scholar
• Pang H. Examining associations between university students’ mobile social media use online self-presentation social support and sense of belonging. Aslib J Inf Manag. 2020;72:321–338. doi:10.1108/AJIM-08-2019-0202
   Web of Science ®Google Scholar
• Kuss DJ, Griffiths MD. Social networking sites and addiction: ten lessons learned. Int J Environ Res Public Health. 2017;14:311. doi:10.3390/ijerph14030311
   PubMed Web of Science ®Google Scholar
• Zhang L, Li C, Zhou T, Li Q, Gu C. Social networking site use and loneliness: a meta-analysis. J Psychol. 2022;156:492–511. doi:10.1080/00223980.2022.2101420
   PubMed Web of Science ®Google Scholar
• Zhang X, Lin JY, Zhang JJ. Relationship between passive use of social network site and loneliness and its chain mediation. Chin J Clin Psychol. 2020;28:63–66. doi:10.16128/j.cnki.1005-3611.2020.01.015
   Google Scholar
• Alutaybi A, Al-Thani D, McAlaney J, Ali R. Combating fear of missing out (FoMO) on social media: the fomo-r method. Int J Environ Res Public Health. 2020;17:6128. doi:10.3390/ijerph17176128
   PubMed Web of Science ®Google Scholar