The DOI matches its Crossref record; 58 of the 58 references it cites were found in a registry or an index.
Smartphones, social media use and youth mental health
Open accessAbstract
KEY POINTS In the last decade, increasing mental distress and treatment for mental health conditions among youth in North America has paralleled a steep rise in the use of smartphones and social media by children and adolescents. In Ontario, the proportion of teenagers reporting moderate to serious
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“In addition, several reviews used a broad and sometimes even boundless (operational) definition of mental health, which led to the inclusion of a multitude of outcomes, including marihuana use, identity development, social support, (cyber)bullying, and/or academic performance [22,23,27,30].”
From Social media use and its impact on adolescent mental health: An umbrella review of the evidence. (2022) · cites this paper as [30]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“However, some reviews were less nuanced in their conclusions and used qualifications of the effect sizes such as 'substantial,' 'detrimental,' and 'deleterious' [25,30,38].”
From Social media use and its impact on adolescent mental health: An umbrella review of the evidence. (2022) · cites this paper as [30]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Results showed that most reviews interpreted the associations between social media use and mental health as 'weak' or 'inconsistent,' whereas a few qualified the same associations as 'substantial' and 'deleterious.'”
From Social media use and its impact on adolescent mental health: An umbrella review of the evidence. (2022) · cites this paper as [30]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Although the majority of the reviews concluded that the reported associations of SMU with mental health were small to moderate, some others interpreted these associations as serious [30], substantial [48] or detrimental [25].”
From Social media use and its impact on adolescent mental health: An umbrella review of the evidence. (2022) · cites this paper as [30]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Los datos confirman un consumo adictivo del teléfono móvil en los jóvenes ( Han ; Kim , 2019; Rather ; Rather , 2019; Abi-Jaoude , Treurnicht-Naylor ; Pignatiello , 2020) que conduce a diversas patologías.”
From Redes sociales y consumo digital en jóvenes universitarios: economía de la atención y oligopolios de la comunicación en el siglo XXI (2020) · cites this paper as Abi-Jaoude, Treurnicht-Naylor; Pignatiello, 2020
Experimental — accuracy not yet measured
The cited source says what the claim attributes to it.
In the citing paper
“For example, time spent on SNS is associated with higher levels of depression [17], whereas emotional connectedness to SNS ('intensity of use') [15] and the number of friends on SNS [16] are unrelated to depression.”
From Social media use and its impact on adolescent mental health: An umbrella review of the evidence. (2022) · cites this paper as [16]
In the citing paper
“However, recent studies have shown that the intensity of online activity is negatively associated with subjective well-being (37).”
From Effects of Short Video Addiction on the Motivation and Well-Being of Chinese Vocational College Students (2022) · cites this paper as [37]
In the citing paper
“and that the subjective well-being of individuals who use online activities intensely may be affected (7, 37).”
From Effects of Short Video Addiction on the Motivation and Well-Being of Chinese Vocational College Students (2022) · cites this paper as [37]
In the citing paper
“Several studies have found that addiction may negatively affect users' wellbeing”
From Effects of Short Video Addiction on the Motivation and Well-Being of Chinese Vocational College Students (2022) · cites this paper as [37]
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Citations
Cites
Yaşlı Kadınlarda Üreme Sağlığı
Kokanalı, D., & Engin Üstün, Y. (n.d.) · DergiPark (Istanbul University) · Cited by 170,090
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
Twenge, J. M., Joiner, T. E., Rogers, M. L., & Martin, G. N. (2018) · Clinical Psychological Science · doi:10.1177/2167702617723376 · Cited by 1,705
Twenge, J. M., Cooper, A. B., Joiner, T. E., Duffy, M. E., & Binau, S. G. (2019) · Journal of Abnormal Psychology · doi:10.1037/abn0000410 · Cited by 1,469
Chang, A.-M., Aeschbach, D., Duffy, J. F., & Czeisler, C. A. (2015) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1418490112 · Cited by 1,430
Holland, G., & Tiggemann, M. (2016) · Body Image · doi:10.1016/j.bodyim.2016.02.008 · Cited by 1,395
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How “phubbing” becomes the norm: The antecedents and consequences of snubbing via smartphone
Chotpitayasunondh, V., & Douglas, K. M. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2016.05.018 · Cited by 954
Beyens, I., Frison, E., & Eggermont, S. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2016.05.083 · Cited by 847
Flagged first, then by citations
Research works printed but not linked: 3
- [20]20. Basen I. You can't stop checking your phone because Silicon Valley designed it that way. CBC Radio 2018 Sept. 14. Available: www.cbc.ca/radio/thesundayedition /the-sunday-edition-september-16-2018-1.4822353/you-can-t-stop-checking-your -phone-because-silicon-valley-designed-it-that-way-1.4822360 (accessed 2019 Apr. 10).
- [55]55. Children and media tips from the American Academy of Pediatrics. Itasca (IL): American Academy of Pediatrics; 2018. Available: www.aap.org/en-us/about-the -aap/aap-press-room/news-features-and-safety-tips/Pages/Children-and-Media -Tips.aspx (accessed 2019 Oct. 15).
- [63]63. Charles AS. Chapter eleven: "There's a relationship": Negotiating cell phone use in the high school classroom. In Researching New Literacies: Design, Theory, and Data in Sociocultural Investigation. Bern (Switzerland): Peter Lang, International Academic Publishers; 2017. Available: www.peterlang.com/view /9781433138331 /xhtml/chapter11.xhtml (accessed 2019 Oct. 14).
Cited by
Sorted by citations
Torous, J., Bucci, S., Bell, I. H., Kessing, L. V., Faurholt‐Jepsen, M., Whelan, P., Carvalho, A. F., Keshavan, M., Linardon, J., & Firth, J. (2021) · World Psychiatry · doi:10.1002/wps.20883 · Cited by 1,199
Ellis, W. E., Dumas, T. M., & Forbes, L. M. (2020) · Canadian Journal of Behavioural Science / Revue canadienne des sciences du comportement · doi:10.1037/cbs0000215 · Cited by 830
Social media use and its impact on adolescent mental health: An umbrella review of the evidence.
Valkenburg, P. M., Meier, A., & Beyens, I. (2022) · Current opinion in psychology · doi:10.1016/j.copsyc.2021.08.017 · Cited by 767
Prowse, R., Sherratt, F., Abizaid, A. B., Gabrys, R. L., Hellemans, K. G. C., Patterson, Z. R., & McQuaid, R. J. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.650759 · Cited by 496
“In this regard, excessive social media use and its impacts on mental and well-being, including risk of depression, anxiety and suicide, has been of concern for several years (50, 58, 59).”
BackgroundRosenberg, H., Syed, S., & Rezaie, S. R. (2020) · Canadian Journal of Emergency Medicine · doi:10.1017/cem.2020.361 · Cited by 342
“Social media have been associated with increased mental distress, self-harm, and suicide.(2) Additionally, the spread of information is not limited by distance, such that the pandemic of fear can and has spread before the actual C-19 pandemic.”
Background
Metadata
- Authors
- Abi-Jaoude, E., Naylor, K. T., & Pignatiello, A.
- Affiliations
- University Health Network (CA)
- Venue
- Canadian Medical Association Journal
- Publisher
- CMA Impact Inc.
- Published
- 2020-02-09
- Volume
- 192
- Issue
- 6
- Pages
- E136-E141
- ISSN
- 0820-3946 (ISSN-L)
- 1488-2329
- PMC
- PMC7012622
- OpenAlex
- W3005199011
- Cited by
- 627
- References
- 58
- Citations by year
- 2026: 57 · 2025: 127 · 2024: 149 · 2023: 149 · 2022: 79 · 2021: 51 · 2020: 15
- FWCI
- 12.92
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Canadian Medical Association Journal (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- University of Toronto
- Topics
- Social Sciences › Sociology and Political Science › Impact of Technology on Adolescents
- Social Sciences › Education › Child Development and Digital Technology
- Social Sciences › Psychology › Clinical Psychology › Child and Adolescent Psychosocial and Emotional Development
- Keywords
- smartphones, social media use, youth mental health, adolescents, psychological distress, psychotherapy
- MeSH terms
- Smartphone, Adolescent, Mental Disorders, Child, Humans, Mental Health, Social Media
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