Problematic social media use (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Problematic social media use" in English language version.

refsWebsite

Global rank English rank

46doi.org

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33nih.gov

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12web.archive.org

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6semanticscholar.org

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6worldcat.org

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4harvard.edu

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3ifstudies.org

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2jstor.org

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2wired.com

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2bbc.com

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1parliament.uk

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1wiley.com

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1lsbu.ac.uk

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1jmir.org

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1uptodate.com

3,771^st place

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1adaa.org

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1nytimes.com

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1aisnet.org

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1umich.edu

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1elsevier.com

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1aserenko.com

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1mtak.hu

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1healthychildren.org

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1aappublications.org

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1psychologytoday.com

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1androidauthority.com

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1news.com.au

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1thenextweb.com

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1freeteensyouth.org

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1uth.edu

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1atlantis-press.com

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1handle.net

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1wisc.edu

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1apa.org

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1chop.edu

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1addictioncenter.com

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1theguardian.com

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1reuters.com

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1brookings.edu

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1newstatesman.com

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aappublications.org

Korioth T (2018-12-12). "Family Media Plan helps parents set boundaries for kids". AAP News. Archived from the original on 2019-01-09. Retrieved 2019-07-05.

adaa.org

"Social Anxiety Disorder | Anxiety and Depression Association of America, ADAA".

addictioncenter.com

"Social Media Addiction". Addiction Center. Retrieved 2021-04-03.

aisnet.org

elibrary.aisnet.org

Xu H, Tan B (2012). "Why do i keep checking Facebook: Effects of message characteristics on the formation of social network services addiction". Association for Information Systems. Behavioral Addictions: Chapter 6 - Social Networking Addiction: An Overview of Preliminary Findings.{{cite web}}: CS1 maint: location (link)

androidauthority.com

"The Blloc Zero 18 is a minimalist's smartphone with some great ideas". www.androidauthority.com. 2018-10-23. Archived from the original on 2018-12-19. Retrieved 2018-12-19.

apa.org

Abrams Z. "How can we minimize Instagram's harmful effects?". apa.org. American Psychological Association. Retrieved January 5, 2023.

aserenko.com

Serenko A, Turel O (2022). "Directing Technology Addiction Research in Information Systems: Part II. Understanding Technology Addiction" (PDF). ACM SIGMIS Database: The Database for Advances in Information Systems. 53 (3): 71–90. doi:10.1145/3551783.3551789.

atlantis-press.com

Li W, Lin X, Wu J, Xue W, Zhang J (2021-12-24). "Impacts Social Media Have on Young Generation and Older Adults". Proceedings of the 2021 4th International Conference on Humanities Education and Social Sciences (ICHESS 2021). Vol. 615. Atlantis Press. pp. 294–300. doi:10.2991/assehr.k.211220.051. ISBN 978-94-6239-495-7. S2CID 247214924.

bbc.com

Rajan A (2019-01-28). "Can Nick Clegg help Facebook grow up?". BBC News. Archived from the original on 2019-02-28. Retrieved 2019-03-01.
"Government lays out plans to protect users online". BBC News. 2021-05-12. Retrieved 2022-10-20.

brookings.edu

MacCarthy M (2022-05-19). "What U.S. policymakers can learn from the U.K.'s Online Safety Bill". Brookings. Retrieved 2022-10-20.

chop.edu

policylab.chop.edu

Bhattacharya A, Walsh S, Timko A (14 October 2019). "How Perfect is the New Normal? The Impact of Social Media on Disordered Eating". Children's Hospital of Philadelphia PolicyLab. PolicyLab. Retrieved 3 April 2021.

doi.org

Odgers C (February 2018). "Smartphones are bad for some teens, not all". Nature. 554 (7693): 432–434. Bibcode:2018Natur.554..432O. doi:10.1038/d41586-018-02109-8. PMC 6121807. PMID 29469108.
Starcevic V, Aboujaoude E (February 2017). "Internet addiction: reappraisal of an increasingly inadequate concept". CNS Spectrums. 22 (1): 7–13. doi:10.1017/S1092852915000863. PMID 26831456. S2CID 30281599.
Rooij AJ, Meerkerk GJ, Schoenmakers TM, Griffiths M, Mheen Dv (1 October 2010). "Video game addiction and social responsibility". Addiction Research & Theory. 18 (5): 489–493. doi:10.3109/16066350903168579. S2CID 145226440.
Woods HC, Scott H (2016). "#Sleepyteens: Social media use in adolescence is associated with poor sleep quality, anxiety, depression and low self-esteem". Journal of Adolescence. 51 (1): 41–49. doi:10.1016/j.adolescence.2016.05.008. ISSN 1095-9254. PMID 27294324.
Kuss DJ, Griffiths MD (2011-09-29). "Online Social Networking and Addiction—A Review of the Psychological Literature". International Journal of Environmental Research and Public Health. 8 (9): 3528–3552. doi:10.3390/ijerph8093528. PMC 3194102. PMID 22016701.
Vogel EA, Rose JP, Roberts LR, Eckles K (October 2014). "Social comparison, social media, and self-esteem". Psychology of Popular Media Culture. 3 (4): 206–222. doi:10.1037/ppm0000047.
Marino C, Gini G, Vieno A, Spada MM (January 2018). "The associations between problematic Facebook use, psychological distress and well-being among adolescents and young adults: A systematic review and meta-analysis". Journal of Affective Disorders. 226: 274–281. doi:10.1016/j.jad.2017.10.007. PMID 29024900.
Hoge E, Bickham D, Cantor J (1 November 2017). "Digital Media, Anxiety, and Depression in Children". Pediatrics. 140 (Supplement 2): S76 – S80. doi:10.1542/peds.2016-1758G. PMID 29093037. S2CID 207168112.
Reid Chassiakos Y(, Radesky J, Christakis D, Moreno MA, Cross C, Hill D, Ameenuddin N, Hutchinson J, Levine A, Boyd R, Mendelson R, Swanson WS (November 2016). "Children and Adolescents and Digital Media". Pediatrics. 138 (5). doi:10.1542/peds.2016-2593. PMID 27940795.
Pellegrino A, Stasi A, Bhatiasevi V (2022-11-10). "Research trends in social media addiction and problematic social media use: A bibliometric analysis". Frontiers in Psychiatry. 13. doi:10.3389/fpsyt.2022.1017506. PMC 9707397. PMID 36458122.
High AC, Caplan SE (March 2009). "Social anxiety and computer-mediated communication during initial interactions: Implications for the hyperpersonal perspective". Computers in Human Behavior. 25 (2): 475–482. doi:10.1016/j.chb.2008.10.011.
Galica VL, Vannucci A, Flannery KM, Ohannessian CM (July 2017). "Social Media Use and Conduct Problems in Emerging Adults". Cyberpsychology, Behavior, and Social Networking. 20 (7): 448–452. doi:10.1089/cyber.2017.0068. PMID 28715261.
O'Day EB, Heimberg RG (2021). "Social media use, social anxiety, and loneliness: A systematic review". Computers in Human Behavior. 3: 100070. doi:10.1016/j.chbr.2021.100070.
Pezzi M, Corsano P, Santoro G, Gori A, Gamez-Guadix M, Musetti A (2024). "Solitary Experience and Problematic Social Media Use Among Young Adults: A Systematic Review with Recommendations for Future Research". Clinical Neuropsychiatry. 21 (4): 284–298. doi:10.36131/cnfioritieditore20240405. PMC 11411510. PMID 39309023.
Turel O, Serenko A (September 2012). "The benefits and dangers of enjoyment with social networking websites". European Journal of Information Systems. 21 (5): 512–528. doi:10.1057/ejis.2012.1.
Turel O, Serenko A (June 2020). "Cognitive biases and excessive use of social media: The facebook implicit associations test (FIAT)". Addictive Behaviors. 105: 106328. doi:10.1016/j.addbeh.2020.106328. PMID 32058236. S2CID 211111033.
Griffiths MD, Kuss DJ, Demetrovics Z (2014). "Social Networking Addiction". Behavioral Addictions. pp. 119–141. doi:10.1016/B978-0-12-407724-9.00006-9. ISBN 978-0-12-407724-9.
Hunt A, Merola GP, Carpenter T, Jaeggi AV (2024-04-01). "Evolutionary perspectives on substance and behavioural addictions: Distinct and shared pathways to understanding, prediction and prevention". Neuroscience & Biobehavioral Reviews. 159: 105603. doi:10.1016/j.neubiorev.2024.105603. ISSN 0149-7634. PMID 38402919.
Montag C, Lachmann B, Herrlich M, Zweig K (23 July 2019). "Addictive Features of Social Media/Messenger Platforms and Freemium Games against the Background of Psychological and Economic Theories". International Journal of Environmental Research and Public Health. 16 (14): 2612. doi:10.3390/ijerph16142612. PMC 6679162. PMID 31340426.
Peifer C, Zipp G (3 September 2019). "All at once? The effects of multitasking behavior on flow and subjective performance". European Journal of Work and Organizational Psychology. 28 (5): 682–690. doi:10.1080/1359432X.2019.1647168.
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Loewenstein G, Adler D (1995). "A Bias in the Prediction of Tastes". The Economic Journal. 105 (431): 929–937. doi:10.2307/2235159. JSTOR 2235159.
Montag C, Hegelich S (2020). "Understanding Detrimental Aspects of Social Media Use: Will the Real Culprits Please Stand Up?". Frontiers in Sociology. 5: 599270. doi:10.3389/fsoc.2020.599270. ISSN 2297-7775. PMC 8022744. PMID 33869524.
Zajonc R (December 2001). "Mere Exposure: A Gateway to the Subliminal". Current Directions in Psychological Science. 10 (6): 224–228. doi:10.1111/1467-8721.00154.
Menon IS, Sharma MK, Chandra PS, Thennarasu K (July 2014). "Social Networking Sites: An Adjunctive Treatment Modality for Psychological Problems". Indian Journal of Psychological Medicine. 36 (3): 260–263. doi:10.4103/0253-7176.135374. PMC 4100410. PMID 25035548.
Yoon S, Kleinman M, Mertz J, Brannick M (April 2019). "Is social network site usage related to depression? A meta-analysis of Facebook–depression relations". Journal of Affective Disorders. 248: 65–72. doi:10.1016/j.jad.2019.01.026. PMID 30711871. S2CID 73414136.
Serenko A, Turel O (2022). "Directing Technology Addiction Research in Information Systems: Part II. Understanding Technology Addiction" (PDF). ACM SIGMIS Database: The Database for Advances in Information Systems. 53 (3): 71–90. doi:10.1145/3551783.3551789.
Guedes E, Nardi AE, Guimarães FM, Machado S, King AL (23 November 2015). "Social networking, a new online addiction: a review of Facebook and other addiction disorders". MedicalExpress. 3 (1): 1–6. doi:10.5935/MedicalExpress.2016.01.01.
Ellison NB, Steinfield C, Lampe C (July 2007). "The Benefits of Facebook 'Friends:' Social Capital and College Students' Use of Online Social Network Sites". Journal of Computer-Mediated Communication. 12 (4): 1143–1168. doi:10.1111/j.1083-6101.2007.00367.x.
Orosz G, Tóth-Király I, Bőthe B (October 2016). "Four facets of Facebook intensity — The development of the Multidimensional Facebook Intensity Scale" (PDF). Personality and Individual Differences. 100: 95–104. doi:10.1016/j.paid.2015.11.038.
Li J, Lau JT, Mo PK, Su X, Wu AM, Tang J, Qin Z (31 October 2016). "Validation of the Social Networking Activity Intensity Scale among Junior Middle School Students in China". PLOS ONE. 11 (10): e0165695. Bibcode:2016PLoSO..1165695L. doi:10.1371/journal.pone.0165695. PMC 5087891. PMID 27798699.
van den Eijnden RJ, Lemmens JS, Valkenburg PM (August 2016). "The Social Media Disorder Scale". Computers in Human Behavior. 61: 478–487. doi:10.1016/j.chb.2016.03.038.
Vilca LW, Vallejos M (July 2015). "Construction of the Risk of Addiction to Social Networks Scale (Cr.A.R.S.)". Computers in Human Behavior. 48: 190–198. doi:10.1016/j.chb.2015.01.049.
Andreassen CS (June 2015). "Online Social Network Site Addiction: A Comprehensive Review". Current Addiction Reports. 2 (2): 175–184. doi:10.1007/s40429-015-0056-9.
Chen L, Shi J (March 2019). "Reducing Harm From Media: A Meta-Analysis of Parental Mediation". Journalism & Mass Communication Quarterly. 96 (1): 173–193. doi:10.1177/1077699018754908.
Douglas KD, Smith KK, Stewart MW, Walker J, Mena L, Zhang L (June 2023). "Exploring Parents' Intentions to Monitor and Mediate Adolescent Social Media Use and Implications for School Nurses". The Journal of School Nursing. 39 (3): 248–261. doi:10.1177/1059840520983286. PMID 33375901.
Clark LS (November 2011). "Parental Mediation Theory for the Digital Age". Communication Theory. 21 (4): 323–343. doi:10.1111/j.1468-2885.2011.01391.x.
Martins N, Mares ML, Nathanson AI (2 October 2019). "Mixed Messages: Inconsistent Parental Mediation Indirectly Predicts Teens' Online Relational Aggression". Journal of Family Communication. 19 (4): 311–328. doi:10.1080/15267431.2019.1649264.
Meeus A, Eggermont S, Beullens K (April 2019). "Constantly Connected: The Role of Parental Mediation Styles and Self-Regulation in Pre- and Early Adolescents' Problematic Mobile Device Use". Human Communication Research. 45 (2): 119–147. doi:10.1093/hcr/hqy015.
Li W, Lin X, Wu J, Xue W, Zhang J (2021-12-24). "Impacts Social Media Have on Young Generation and Older Adults". Proceedings of the 2021 4th International Conference on Humanities Education and Social Sciences (ICHESS 2021). Vol. 615. Atlantis Press. pp. 294–300. doi:10.2991/assehr.k.211220.051. ISBN 978-94-6239-495-7. S2CID 247214924.
Miller D, Costa E, Haynes N, McDonald T, Nicolescu R, Sinanan J, Spyer J, Venkatraman S, Wang X (2016). How the World Changed Social Media. University College London. doi:10.14324/111.9781910634493. hdl:10722/223965. ISBN 978-1-910634-49-3. JSTOR j.ctt1g69z35.^{[page needed]}
Sidani J (2016). "The Association between Social Media Use and Eating Concerns among U.S. Young Adults". Journal of the Academy of Nutrition and Dietetics. 116 (9). Ha: 1465–1472. doi:10.1016/j.jand.2016.03.021. PMC 5003636. PMID 27161027.
Gao, J., Zheng, P., Jia, Y., Chen, H., Mao, Y., Chen, S., Wang, Y., Fu, H., & Dai, J. (2020). "Mental health problems and social media exposure during COVID-19 outbreak". PLOS ONE. 15 (4): e0231924. Bibcode:2020PLoSO..1531924G. doi:10.1371/journal.pone.0231924. PMC 7162477. PMID 32298385.{{cite journal}}: CS1 maint: multiple names: authors list (link)
Sutton T (2020). "Digital harm and addiction: An anthropological view". Anthropology Today. 36 (1): 17–22. doi:10.1111/1467-8322.12553.
Pallesen CS, Pallesen S (31 July 2014). "Social Network Site Addiction - An Overview". Current Pharmaceutical Design. 20 (25): 4053–4061. doi:10.2174/13816128113199990616. PMID 24001298.
Tereshchenko SY (19 May 2023). "Neurobiological risk factors for problematic social media use as a specific form of Internet addiction: A narrative review". World Journal of Psychiatry. 13 (5): 160–173. doi:10.5498/wjp.v13.i5.160. PMC 10251362. PMID 37303928.

elsevier.com

linkinghub.elsevier.com

Hunt A, Merola GP, Carpenter T, Jaeggi AV (2024-04-01). "Evolutionary perspectives on substance and behavioural addictions: Distinct and shared pathways to understanding, prediction and prevention". Neuroscience & Biobehavioral Reviews. 159: 105603. doi:10.1016/j.neubiorev.2024.105603. ISSN 0149-7634. PMID 38402919.

freeteensyouth.org

Panzer D (2019-10-23). "Social Media Use, Depression, & Self-Harm Among Youth - Free Teens Youth". Retrieved 2022-10-17.

handle.net

hdl.handle.net

Miller D, Costa E, Haynes N, McDonald T, Nicolescu R, Sinanan J, Spyer J, Venkatraman S, Wang X (2016). How the World Changed Social Media. University College London. doi:10.14324/111.9781910634493. hdl:10722/223965. ISBN 978-1-910634-49-3. JSTOR j.ctt1g69z35.^{[page needed]}

harvard.edu

ui.adsabs.harvard.edu

Odgers C (February 2018). "Smartphones are bad for some teens, not all". Nature. 554 (7693): 432–434. Bibcode:2018Natur.554..432O. doi:10.1038/d41586-018-02109-8. PMC 6121807. PMID 29469108.
Li J, Lau JT, Mo PK, Su X, Wu AM, Tang J, Qin Z (31 October 2016). "Validation of the Social Networking Activity Intensity Scale among Junior Middle School Students in China". PLOS ONE. 11 (10): e0165695. Bibcode:2016PLoSO..1165695L. doi:10.1371/journal.pone.0165695. PMC 5087891. PMID 27798699.
Gao, J., Zheng, P., Jia, Y., Chen, H., Mao, Y., Chen, S., Wang, Y., Fu, H., & Dai, J. (2020). "Mental health problems and social media exposure during COVID-19 outbreak". PLOS ONE. 15 (4): e0231924. Bibcode:2020PLoSO..1531924G. doi:10.1371/journal.pone.0231924. PMC 7162477. PMID 32298385.{{cite journal}}: CS1 maint: multiple names: authors list (link)

sitn.hms.harvard.edu

"Dopamine, Smartphones & You: A battle for your time". Science in the News. 2018-05-01. Archived from the original on 2019-06-30. Retrieved 2019-07-01.

healthychildren.org

"How to Make a Family Media Use Plan". HealthyChildren.org. Archived from the original on 2019-06-06. Retrieved 2019-06-06.

ifstudies.org

Oblad T (1 October 2019). "Social Media Use, Depression, and Self-Harm Among Youth". Institute for Family Studies. Retrieved 2022-10-14.
"Social Media Use, Depression, and Self-Harm Among Youth". Institute for Family Studies. Retrieved 2022-10-17.
"Social Media Use, Depression, and Self-Harm Among Youth". Institute for Family Studies. Retrieved 2022-10-19.

jmir.org

mental.jmir.org

Shannon H, Bush K, Villeneuve PJ, Hellemans KG, Guimond S Problematic Social Media Use in Adolescents and Young Adults: Systematic Review and Meta-analysis JMIR Ment Health 2022;9(4):e33450 https://mental.jmir.org/2022/4/e33450

jstor.org

Loewenstein G, Adler D (1995). "A Bias in the Prediction of Tastes". The Economic Journal. 105 (431): 929–937. doi:10.2307/2235159. JSTOR 2235159.
Miller D, Costa E, Haynes N, McDonald T, Nicolescu R, Sinanan J, Spyer J, Venkatraman S, Wang X (2016). How the World Changed Social Media. University College London. doi:10.14324/111.9781910634493. hdl:10722/223965. ISBN 978-1-910634-49-3. JSTOR j.ctt1g69z35.^{[page needed]}

lsbu.ac.uk

researchopen.lsbu.ac.uk

Marino C, Gini G, Vieno A, Spada MM (January 2018). "The associations between problematic Facebook use, psychological distress and well-being among adolescents and young adults: A systematic review and meta-analysis". Journal of Affective Disorders. 226: 274–281. doi:10.1016/j.jad.2017.10.007. PMID 29024900.

mtak.hu

real.mtak.hu

Orosz G, Tóth-Király I, Bőthe B (October 2016). "Four facets of Facebook intensity — The development of the Multidimensional Facebook Intensity Scale" (PDF). Personality and Individual Differences. 100: 95–104. doi:10.1016/j.paid.2015.11.038.

news.com.au

"Phone addiction: Apple, Google, YouTube screen management tools". www.news.com.au. 2018-09-25. Archived from the original on 2018-12-12. Retrieved 2018-12-13.

newstatesman.com

McCarthy K (2022-09-14). "America acts while the UK's Online Safety Bill remains in legal limbo". New Statesman. Retrieved 2022-10-20.

nih.gov

pubmed.ncbi.nlm.nih.gov

Odgers C (February 2018). "Smartphones are bad for some teens, not all". Nature. 554 (7693): 432–434. Bibcode:2018Natur.554..432O. doi:10.1038/d41586-018-02109-8. PMC 6121807. PMID 29469108.
Starcevic V, Aboujaoude E (February 2017). "Internet addiction: reappraisal of an increasingly inadequate concept". CNS Spectrums. 22 (1): 7–13. doi:10.1017/S1092852915000863. PMID 26831456. S2CID 30281599.
Woods HC, Scott H (2016). "#Sleepyteens: Social media use in adolescence is associated with poor sleep quality, anxiety, depression and low self-esteem". Journal of Adolescence. 51 (1): 41–49. doi:10.1016/j.adolescence.2016.05.008. ISSN 1095-9254. PMID 27294324.
Kuss DJ, Griffiths MD (2011-09-29). "Online Social Networking and Addiction—A Review of the Psychological Literature". International Journal of Environmental Research and Public Health. 8 (9): 3528–3552. doi:10.3390/ijerph8093528. PMC 3194102. PMID 22016701.
Marino C, Gini G, Vieno A, Spada MM (January 2018). "The associations between problematic Facebook use, psychological distress and well-being among adolescents and young adults: A systematic review and meta-analysis". Journal of Affective Disorders. 226: 274–281. doi:10.1016/j.jad.2017.10.007. PMID 29024900.
Hoge E, Bickham D, Cantor J (1 November 2017). "Digital Media, Anxiety, and Depression in Children". Pediatrics. 140 (Supplement 2): S76 – S80. doi:10.1542/peds.2016-1758G. PMID 29093037. S2CID 207168112.
Reid Chassiakos Y(, Radesky J, Christakis D, Moreno MA, Cross C, Hill D, Ameenuddin N, Hutchinson J, Levine A, Boyd R, Mendelson R, Swanson WS (November 2016). "Children and Adolescents and Digital Media". Pediatrics. 138 (5). doi:10.1542/peds.2016-2593. PMID 27940795.
Pellegrino A, Stasi A, Bhatiasevi V (2022-11-10). "Research trends in social media addiction and problematic social media use: A bibliometric analysis". Frontiers in Psychiatry. 13. doi:10.3389/fpsyt.2022.1017506. PMC 9707397. PMID 36458122.
Galica VL, Vannucci A, Flannery KM, Ohannessian CM (July 2017). "Social Media Use and Conduct Problems in Emerging Adults". Cyberpsychology, Behavior, and Social Networking. 20 (7): 448–452. doi:10.1089/cyber.2017.0068. PMID 28715261.
Pezzi M, Corsano P, Santoro G, Gori A, Gamez-Guadix M, Musetti A (2024). "Solitary Experience and Problematic Social Media Use Among Young Adults: A Systematic Review with Recommendations for Future Research". Clinical Neuropsychiatry. 21 (4): 284–298. doi:10.36131/cnfioritieditore20240405. PMC 11411510. PMID 39309023.
Turel O, Serenko A (June 2020). "Cognitive biases and excessive use of social media: The facebook implicit associations test (FIAT)". Addictive Behaviors. 105: 106328. doi:10.1016/j.addbeh.2020.106328. PMID 32058236. S2CID 211111033.
Hunt A, Merola GP, Carpenter T, Jaeggi AV (2024-04-01). "Evolutionary perspectives on substance and behavioural addictions: Distinct and shared pathways to understanding, prediction and prevention". Neuroscience & Biobehavioral Reviews. 159: 105603. doi:10.1016/j.neubiorev.2024.105603. ISSN 0149-7634. PMID 38402919.
Montag C, Lachmann B, Herrlich M, Zweig K (23 July 2019). "Addictive Features of Social Media/Messenger Platforms and Freemium Games against the Background of Psychological and Economic Theories". International Journal of Environmental Research and Public Health. 16 (14): 2612. doi:10.3390/ijerph16142612. PMC 6679162. PMID 31340426.
Montag C, Hegelich S (2020). "Understanding Detrimental Aspects of Social Media Use: Will the Real Culprits Please Stand Up?". Frontiers in Sociology. 5: 599270. doi:10.3389/fsoc.2020.599270. ISSN 2297-7775. PMC 8022744. PMID 33869524.
Menon IS, Sharma MK, Chandra PS, Thennarasu K (July 2014). "Social Networking Sites: An Adjunctive Treatment Modality for Psychological Problems". Indian Journal of Psychological Medicine. 36 (3): 260–263. doi:10.4103/0253-7176.135374. PMC 4100410. PMID 25035548.
Yoon S, Kleinman M, Mertz J, Brannick M (April 2019). "Is social network site usage related to depression? A meta-analysis of Facebook–depression relations". Journal of Affective Disorders. 248: 65–72. doi:10.1016/j.jad.2019.01.026. PMID 30711871. S2CID 73414136.
Li J, Lau JT, Mo PK, Su X, Wu AM, Tang J, Qin Z (31 October 2016). "Validation of the Social Networking Activity Intensity Scale among Junior Middle School Students in China". PLOS ONE. 11 (10): e0165695. Bibcode:2016PLoSO..1165695L. doi:10.1371/journal.pone.0165695. PMC 5087891. PMID 27798699.
Douglas KD, Smith KK, Stewart MW, Walker J, Mena L, Zhang L (June 2023). "Exploring Parents' Intentions to Monitor and Mediate Adolescent Social Media Use and Implications for School Nurses". The Journal of School Nursing. 39 (3): 248–261. doi:10.1177/1059840520983286. PMID 33375901.
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