Predictors of problematic social media use: personality and life-position indicators
Abstract
Given the preponderance of social media in our increasingly saturated media environments, there is a need for greater understanding of how personality traits and states can influence problematic social media use. This study examines whether contextual age indicators (life satisfaction, interpersonal interaction, social activity), the fear of missing out, and the Big Five personality traits are significant predictors of Facebook, Instagram, and Snapchat addictions. A survey of 337 college students reveals that greater social activity is a positive predictor of addiction to Snapchat. Another significant finding is a positive relationship between social media addiction and the fear of missing out, which explained the most variance in addiction scores for Snapchat (16%). An inductive analysis of open-ended responses indicated strong similarities between those who claimed that they were addicted to these social media apps and those said that they were not addicted. Both groups described largely similar usage patterns and media dependency, yet several users did not self-identify as addicted to social media. These patterns indicate that more research is needed to determine how social media users differentiate between normative, heavy, and addicted usage.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The link between social media use and well-being may be moderated by an individual's personality characteristics.
“the link between social media use and well-being may be moderated by an individual's personality characteristics (Sheldon et al., 2021; Tobin et al., 2020)”
From Social media use and systemic inflammation: The moderating role of self-esteem (2021) · cites this paper as Sheldon et al., 2021
Cites
Putnam, R. (2000) · doi:10.1145/358916.361990 · Cited by 17,114 · see citing works
Ellison, N. B., Steinfield, C., & Lampe, C. (2007) · Journal of Computer-Mediated Communication · doi:10.1111/j.1083-6101.2007.00367.x · Cited by 9,939 · see citing works
An Introduction to the Five‐Factor Model and Its Applications
McCrae, R. R., & John, O. P. (1992) · Journal of Personality · doi:10.1111/j.1467-6494.1992.tb00970.x · Cited by 6,835 · see citing works
Qualitative Communication Research Methods
Lindlof, T. R., & Taylor, B. C. (1994) · Cited by 5,366 · see citing works
Rammstedt, B., & John, O. P. (2007) · Journal of Research in Personality · doi:10.1016/j.jrp.2006.02.001 · Cited by 4,244 · cited 1× · see citing works
“We used the shortened version of the Big Five Inventory (BFI-10; Rammstedt & John, 2007) to measure Extraversion, Openness, Agreeableness, Neuroticism, and Conscientiousness.”
MethodUses and Gratifications Research
Katz, E., Blumler, J. G., & Gurevitch, M. (1973) · Public Opinion Quarterly · doi:10.1086/268109 · Cited by 4,012 · see citing works
Motivational, emotional, and behavioral correlates of fear of missing out
Przybylski, A. K., Murayama, K., DeHaan, C. R., & Gladwell, V. (2013) · Computers in Human Behavior · doi:10.1016/j.chb.2013.02.014 · Cited by 3,932 · see citing works
A “components” model of addiction within a biopsychosocial framework
Griffiths, M. (2005) · Journal of Substance Use · doi:10.1080/14659890500114359 · Cited by 3,088 · see citing works
Development of a Facebook Addiction Scale
Andreassen, C. S., Torsheim, T., Brunborg, G. S., & Pallesen, S. (2012) · Psychological Reports · doi:10.2466/02.09.18.pr0.110.2.501-517 · Cited by 1,884 · see citing works
Gil de Zúñiga, H., Jung, N., & Valenzuela, S. (2012) · Journal of Computer-Mediated Communication · doi:10.1111/j.1083-6101.2012.01574.x · Cited by 1,821 · see citing works
The Five-factor model of personality: theoretical perspectives
(1996) · Choice Reviews Online · doi:10.5860/choice.34-1846 · Cited by 1,642 · see citing works
Andreassen, C. S., Pallesen, S., & Griffiths, M. D. (2017) · Addictive Behaviors · doi:10.1016/j.addbeh.2016.03.006 · Cited by 1,504 · see citing works
Instagram: Motives for its use and relationship to narcissism and contextual age
Sheldon, P., & Bryant, K. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2015.12.059 · Cited by 1,095 · see citing works
Blackwell, D., Leaman, C., Tramposch, R., Osborne, C., & Liss, M. (2017) · Personality and Individual Differences · doi:10.1016/j.paid.2017.04.039 · Cited by 897 · see citing works
Beyens, I., Frison, E., & Eggermont, S. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2016.05.083 · Cited by 847 · see citing works
Fox, J., & Moreland, J. J. (2015) · Computers in Human Behavior · doi:10.1016/j.chb.2014.11.083 · Cited by 763 · see citing works
Cheng, C., & Li, A. Y.-L. (2014) · Cyberpsychology, Behavior, and Social Networking · doi:10.1089/cyber.2014.0317 · Cited by 727 · see citing works
The benefits and dangers of enjoyment with social networking websites
Turel, O., & Serenko, A. (2012) · European Journal of Information Systems · doi:10.1057/ejis.2012.1 · Cited by 684 · see citing works
Psychological predictors of young adults’ use of social networking sites
Wilson, K., Fornasier, S., & White, K. M. (2010) · Cyberpsychology, Behavior, and Social Networking · doi:10.1089/cyber.2009.0094 · Cited by 658 · see citing works
Phua, J., Jin, S. V., & Kim, J. (. (2017) · Computers in Human Behavior · doi:10.1016/j.chb.2017.02.041 · Cited by 625 · see citing works
Internet addiction among Chinese adolescents: prevalence and psychological features
Cao, F., & Su, L. (2006) · Child Care Health and Development · doi:10.1111/j.1365-2214.2006.00715.x · Cited by 530 · see citing works
Nabi, R. L., Prestin, A., & So, J. (2013) · Cyberpsychology, Behavior, and Social Networking · doi:10.1089/cyber.2012.0521 · Cited by 510 · see citing works
The Relationship Between Unwillingness-to-Communicate and Students’ Facebook Use
Sheldon, P. (2008) · Journal of Media Psychology Theories Methods and Applications · doi:10.1027/1864-1105.20.2.67 · Cited by 510 · see citing works
Internet Addiction: A Review of Current Assessment Techniques and Potential Assessment Questions
Beard, K. W. (2005) · CyberPsychology & Behavior · doi:10.1089/cpb.2005.8.7 · Cited by 487 · see citing works
Hormes, J. M., Kearns, B., & Timko, C. A. (2014) · Addiction · doi:10.1111/add.12713 · Cited by 398 · see citing works
Association between Facebook addiction, self-esteem and life satisfaction: A cross-sectional study
Błachnio, A., Przepiorka, A., & Pantic, I. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2015.10.026 · Cited by 387 · see citing works
Instagram addiction and the Big Five of personality: The mediating role of self-liking
Kircaburun, K., & Griffiths, M. D. (2018) · Journal of Behavioral Addictions · doi:10.1556/2006.7.2018.15 · Cited by 342 · see citing works
Hong, F.-Y., Huang, D.-H., Lin, H.-Y., & Chiu, S.-L. (2014) · Telematics and Informatics · doi:10.1016/j.tele.2014.01.001 · Cited by 330 · see citing works
Quality of Interpersonal Relationships and Problematic Internet Use in Adolescence
Milani, L., Osualdella, D., & Blasio, P. D. (2009) · CyberPsychology & Behavior · doi:10.1089/cpb.2009.0071 · Cited by 322 · see citing works
Big five-personality trait and Internet addiction: A meta-analytic review
Kayiş, A. R., Satici, S. A., Yilmaz, M. F., Şimşek, D., Ceyhan, E., & Bakioğlu, F. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2016.05.012 · Cited by 320 · see citing works
Wang, J., Jackson, L. A., Zhang, D., & Su, Z.-Q. (2012) · Computers in Human Behavior · doi:10.1016/j.chb.2012.07.001 · Cited by 313 · see citing works
Dopamine, learning, and reward-seeking behavior
Arias-Carrión, Ó., & Pöppel, E. (2007) · Acta Neurobiologiae Experimentalis · doi:10.55782/ane-2007-1664 · Cited by 274 · see citing works
Life satisfaction: A key to managing internet & social media addiction
Longstreet, P., & Brooks, S. L. (2017) · Technology in Society · doi:10.1016/j.techsoc.2017.05.003 · Cited by 240 · see citing works
Ren, F., Yang, X., Zhou, H., Zhu, W., Zhang, Z., Chen, L., Cao, G., & He, J.-S. (2017) · Scientific Reports · doi:10.1038/srep39895 · Cited by 233 · see citing works
Contingencies of Self-Worth and Social-Networking-Site Behavior
Stefanone, M. A., Lackaff, D., & Rosen, D. (2011) · Cyberpsychology, Behavior, and Social Networking · doi:10.1089/cyber.2010.0049 · Cited by 202 · see citing works
Associations between online friendship and Internet addiction among adolescents and emerging adults.
Šmahel, D., Brown, B. B., & Blinka, L. (2012) · Developmental Psychology · doi:10.1037/a0027025 · Cited by 182 · see citing works
Determinants of Internet Addiction among Adolescents: A Case-Control Study
Τσίτσικα, Ά., Critselis, E., Louizou, A., Janikian, M., Freskou, A., Marangou, E., Kormas, G., & Kafetzis, D. A. (2011) · The Scientific World JOURNAL · doi:10.1100/tsw.2011.85 · Cited by 162 · see citing works
The effect of type a personality on physiological arousal while playing computer games
Griffiths, M. D., & Dancaster, I. (1995) · Addictive Behaviors · doi:10.1016/0306-4603(95)00001-s · Cited by 142 · see citing works
Bondad-Brown, B. A., Rice, R. E., & Pearce, K. E. (2012) · Journal of Broadcasting & Electronic Media · doi:10.1080/08838151.2012.732139 · Cited by 138 · see citing works
CONTEXTUAL AGE AND TELEVISION USE
RUBIN, A. M., & Rubin, R. B. (1982) · Human Communication Research · doi:10.1111/j.1468-2958.1982.tb00666.x · Cited by 113 · see citing works
Disclosures about important life events on Facebook: Relationships with stress and quality of life
Bevan, J. L., Gomez, R., & Sparks, L. (2014) · Computers in Human Behavior · doi:10.1016/j.chb.2014.07.021 · Cited by 109 · see citing works
Maxwell, L. C., Billings, A. C., & Averset, L. (2016) · Communication & Society · doi:10.15581/003.29.4.151-164 · Cited by 109 · see citing works
Billings, A. C., Qiao, F., Maxwell, L. C., & Nie, T. (2015) · Communication & Sport · doi:10.1177/2167479515588760 · Cited by 104 · see citing works
Smith, D. (2018) · Elsevier eBooks · doi:10.1016/b978-0-08-102411-9.00001-7 · Cited by 104 · see citing works
Grieve, R. (2017) · Computers in Human Behavior · doi:10.1016/j.chb.2017.04.032 · Cited by 46 · see citing works
Sharing Emergency Alerts on a College Campus: How Gender and Technology Matter
Sheldon, P., & Antony, M. G. (2018) · Southern Communication Journal · doi:10.1080/1041794x.2018.1437467 · Cited by 27 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
A meta-analysis of the problematic social media use and mental health
Huang, C. (2022) · International Journal of Social Psychiatry · doi:10.1177/0020764020978434 · Cited by 399 · see citing works
Fear of missing out (FoMO) and internet use: A comprehensive systematic review and meta-analysis
Akbari, M., Seydavi, M., Palmieri, S., Mansueto, G., Caselli, G., & Spada, M. M. (2021) · Journal of Behavioral Addictions · doi:10.1556/2006.2021.00083 · Cited by 177 · see citing works
Sánchez-Fernández, M., & Mas, M. D. L. M. B. (2022) · Education and Information Technologies · doi:10.1007/s10639-022-11437-2 · Cited by 122 · see citing works
Gori, A., Topino, E., & Griffiths, M. D. (2023) · Addictive Behaviors · doi:10.1016/j.addbeh.2023.107633 · Cited by 97 · see citing works
Quaglieri, A., Biondi, S., Roma, P., Varchetta, M., Fraschetti, A., Burrai, J., Lausi, G., Vilar, M. M., González‐Sala, F., Domenico, A. D., et al. (2021) · Journal of Clinical Medicine · doi:10.3390/jcm11010188 · Cited by 93 · see citing works
Problematic Social Networking Site use-effects on mental health and the brain
Weinstein, A. M. (2023) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.1106004 · Cited by 70 · see citing works
Groenestein, E., Willemsen, L. M., van Koningsbruggen, G. M., Ket, J. C. F., & Kerkhof, P. (2024) · PLoS ONE · doi:10.1371/journal.pone.0308643 · Cited by 70 · see citing works
Du, M., Zhao, C., Hu, H., Ding, N., He, J., Tian, W., Zhao, W., Lin, X., Liu, G., Chen, W., et al. (2024) · BMC Psychology · doi:10.1186/s40359-024-01705-w · Cited by 47 · see citing works
Wadsley, M. G., Covey, J. A., & Ihssen, N. (2021) · Psychological Reports · doi:10.1177/00332941211025271 · Cited by 46 · see citing works
Social media addiction and personality: A meta‐analysis
Huang, C. (2022) · Asian Journal of Social Psychology · doi:10.1111/ajsp.12531 · Cited by 40 · see citing works
Problematic Social Media Use in Sexual and Gender Minority Young Adults: Observational Study
Vogel, E., Ramo, D., Prochaska, J., Meacham, M. C., Layton, J. F., & Humfleet, G. (2020) · JMIR Mental Health · doi:10.2196/23688 · Cited by 32 · see citing works
van Duin, C., Heinz, A., & Willems, H. E. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph182211878 · Cited by 34 · see citing works
Relationship between personality traits and facebook addiction: A meta-analysis
Rajesh, T., & Rangaiah, B. (2022) · Heliyon · doi:10.1016/j.heliyon.2022.e10315 · Cited by 34 · see citing works
Akbari, M., Seydavi, M., Jamshidi, S., Marino, C., & Spada, M. M. (2022) · Addictive Behaviors · doi:10.1016/j.addbeh.2022.107603 · Cited by 34 · see citing works
Costanzo, A., Santoro, G., Russo, S., Cassarà, M. S., Midolo, L. R., Billieux, J., & Schimmenti, A. (2021) · The Journal of Nervous and Mental Disease · doi:10.1097/nmd.0000000000001356 · Cited by 34 · see citing works
Akbari, M., Bahadori, M. H., Khanbabaei, S., Milan, B. B., Jamshidi, S., & Potenza, M. N. (2023) · Addictive Behaviors · doi:10.1016/j.addbeh.2023.107802 · Cited by 30 · see citing works
Santini, Z. I., Thygesen, L. C., Andersen, S., Tolstrup, J. S., Koyanagi, A., Nielsen, L., Meilstrup, C., Koushede, V., & Ekholm, O. (2024) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-024-01283-3 · Cited by 39 · see citing works
Social media attachment: Conceptualization and formative index construction
Baboo, S., Nunkoo, R., & Köck, F. (2021) · Journal of Business Research · doi:10.1016/j.jbusres.2021.09.064 · Cited by 27 · see citing works
Social media use and systemic inflammation: The moderating role of self-esteem
Lee, D. S., & Way, B. M. (2021) · Brain, Behavior, & Immunity - Health · doi:10.1016/j.bbih.2021.100300 · Cited by 21 · see citing works
“, 2019) and that the link between social media use and well-being may be moderated by an individual's personality characteristics (Sheldon et al., 2021; Tobin et al., 2020), we believe a more plausible story is that the link between social media use and inflammation is moderated by a third variable—for example, self-e…”
BackgroundMeynadier, J., Malouff, J. M., Schutte, N. S., & Loi, N. M. (2024) · Current Psychology · doi:10.1007/s12144-024-06052-y · Cited by 26 · see citing works
Shahzalal, M., & Adnan, H. M. (2022) · Sustainability · doi:10.3390/su14169822 · Cited by 28 · see citing works
The relationship between Big Five personality traits and fear of missing out: A meta-analysis
Zhang, W., He, L., Chen, Y.-Z., & Gao, X. (2024) · Personality and Individual Differences · doi:10.1016/j.paid.2024.112788 · Cited by 20 · see citing works
Elki̇n, N., Ashraf, A. K. M., Kılınçel, O., Kılınçel, Ş., Ranganathan, M., Sakarya, A., & Soydan, A. M. (2025) · Frontiers in Psychology · doi:10.3389/fpsyg.2025.1502968 · Cited by 19 · see citing works
Piko, B. F., Krajczár, S. K., & Kiss, H. (2024) · Youth · doi:10.3390/youth4010025 · Cited by 22 · see citing works
Keçeci, H. S., Özyirmidokuz, E. K., & Özbakır, L. (2021) · Journal of Dependence · doi:10.51982/bagimli.902214 · Cited by 15 · see citing works
Swab, R. G., Galvan, J. M., & Sherlock, C. (2022) · Psychological Reports · doi:10.1177/00332941221138469 · Cited by 11 · see citing works
Liao, C., Wu, C., & Chiu, E. C. H. (2025) · Journal of Consumer Affairs · doi:10.1111/joca.70002 · Cited by 15 · see citing works
Alshowkan, A. A., & Shdaifat, E. A. (2025) · JMIR Nursing · doi:10.2196/71502 · Cited by 10 · see citing works
Social media addiction and stress: insights from US Facebook and TikTok consumers
Coker, K. K., Hale, D. H., AlSaleh, D., & Thakur, R. (2025) · Journal of Consumer Marketing · doi:10.1108/jcm-02-2024-6597 · Cited by 8 · see citing works
Psychological Network Analysis for Risk and Protective Factors of Problematic Social Media Use
Doornwaard, S. M., Hazeleger, V., Koning, I. M., Salah, A. A., Vos, S., & van den Eijnden, R. J. J. M. (2025) · Information · doi:10.3390/info16070567 · Cited by 6 · see citing works
Adults social media addiction and phubbing latent profiles and authenticity as outcome
Kırksekiz, A., Yıldız, M., Kıyıcı, M., Emrem, M., Koroglu, S., & Yıldız, M. (2025) · BMC Psychology · doi:10.1186/s40359-025-02858-y · Cited by 5 · see citing works
Instagram Stories Unveiled: Exploring Links with Psychological Distress, Personality, and Gender
Marengo, D., Quilghini, F., Ricci, G., & Settanni, M. (2024) · Cyberpsychology Behavior and Social Networking · doi:10.1089/cyber.2023.0316 · Cited by 5 · see citing works
Understanding FoMO: implications for hospitality and tourism industries
Alisherovna, D. N., & Kim, H. (2025) · Current Issues in Tourism · doi:10.1080/13683500.2025.2498596 · Cited by 5 · see citing works
Karanlık Sosyal Medya ve Sosyal Medyanın Karanlık Yüzü: Kavramlar, Araştırmalar ve Stratejiler
Erdoğan, İ. (2022) · Türkiye İletişim Araştırmaları Dergisi · doi:10.17829/turcom.1048522 · Cited by 4 · see citing works
Tinder Versus Bumble: How do Life Position Indicators and Usage Motivations Predict Dating?
Menon, D. (2024) · Sexuality & Culture · doi:10.1007/s12119-024-10257-5 · Cited by 4 · see citing works
Kavaklı, M. (2025) · Current Research in Social Sciences · doi:10.30613/curesosc.1514616 · Cited by 4 · see citing works
Investigating Young Employee Stressors in Contemporary Society Based on User-Generated Contents
Wang, N., Wang, C., Hou, L., & Fang, B. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph182413109 · Cited by 3 · see citing works
Social Media and Mental and Physical Health
Sheldon, P., Rauschnabel, P. A., & Honeycutt, J. M. (2019) · Elsevier eBooks · doi:10.1016/b978-0-12-815917-0.00001-0 · Cited by 3 · see citing works
Study of Approaches to Predict Personality Using Digital Twin
Tandon, V., & Mehra, R. (2023) · Artificial intelligence · doi:10.5772/intechopen.110487 · Cited by 2 · see citing works
Iraola-Real, I., & Nakamine, K. (2021) · Lecture notes in networks and systems · doi:10.1007/978-981-16-4016-2_28 · Cited by 2 · see citing works
Nurbaiti, F., Faradiba, A. T., & Aisyah, A. (2022) · JIVA Journal of Behavior and Mental Health · doi:10.30984/jiva.v3i1.2028 · Cited by 2 · see citing works
Mechanism of Rehabilitation through Physical Exercise for Adolescents Addicted to Social Media
Li, L. (2023) · Academic Journal of Humanities & Social Sciences · doi:10.25236/ajhss.2023.061011 · Cited by 2 · see citing works
Soeharso, S. Y., Moningka, C., & Selviana, S. (2023) · Journal An-Nafs Kajian Penelitian Psikologi · doi:10.33367/psi.v8i1.2969
Arabacıoğlu, D., & Harman, S. (2024) · Tourism and Recreation · doi:10.53601/tourismandrecreation.1441490
Gökdağ, R., Yılmaz, M. E., & Batmaz, B. (2025) · Media Asia · doi:10.1080/01296612.2025.2553420
Dilinika, J. M. S., Kong, E. W. S., Nie, X., & Huang, K. (2025) · Proceedings of the ALISE Annual Conference · doi:10.21900/j.alise.2025.1950
Adolescent Preferences for Vlogs and Access to Restricted ContentPreprint
Cioban, S., & Dobai, D. (2025) · Research Square · doi:10.21203/rs.3.rs-7048141/v1
Harren, N. (2022) · doi:10.70675/35c7d92cz534bz4cd2za939zfc1fa0155592
Hussain, S., Rahman, N., Mian, N., Ullah, S., Khan, T. U., Gul, R., & Bibi, A. (2026) · medtigo Journal of Medicine · doi:10.63096/medtigo3084322
Analyzing anxiety in decision-making through social media use: the roles of FoMO, FoBO, and FoDA
Corrada, M. S., Ortiz, J. A. F., Dones, V., Marquez, J. B. V., & Mercado, M. C. (2026) · Italian Journal of Marketing · doi:10.1007/s43039-026-00148-y
- Authors
- Sheldon, P., Antony, M. G., & Sykes, B.
- Affiliations
- University of Alabama in Huntsville (US)
- Corresponding author
- Sheldon, Pavica
- ORCID
- Sheldon, Pavica
- Venue
- Psychological Reports
- Publisher
- SAGE Publications
- Published
- 2020-06-24
- Volume
- 124
- Issue
- 3
- Pages
- 1110-1133
- ISSN
- 0033-2941 (ISSN-L)
- 1558-691X
- OpenAlex
- W3037489000
- Cited by
- 55
- References
- 46
- Citations by year
- 2026: 3 · 2025: 11 · 2024: 10 · 2023: 7 · 2022: 11 · 2021: 11 · 2020: 1 · 2019: 1
- FWCI
- 10.03
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Psychological Reports (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Sociology and Political Science › Impact of Technology on Adolescents
- Physical Sciences › Computer Science › Computer Networks and Communications › Media and Digital Communication
- Physical Sciences › Computer Science › Computer Science Applications › Digital Media and Philosophy
- Keywords
- social media addiction, Instagram addiction, Facebook addiction, fear of missing out, Big Five personality traits, life satisfaction, social activity, interpersonal interaction, university students, media dependence
- MeSH terms
- Internet Addiction Disorder, Female, Humans, Male, Personality, Students, Universities, Behavior, Addictive, Young Adult, Social Media
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review