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1
Does Objectively Measured Social-Media or Smartphone Use Predict Depression, Anxiety, or Social Isolation Among Young Adults?
Clin Psychol Sci. 2022 Sep;10(5):997-1014. doi: 10.1177/21677026221078309. Epub 2022 Mar 25.
3
Digital depression: a new disease of the millennium?
Acta Psychiatr Scand. 2020 Apr;141(4):356-361. doi: 10.1111/acps.13151. Epub 2020 Feb 3.
4
Loneliness unlocked: Associations with smartphone use and personality.
Acta Psychol (Amst). 2021 Nov;221:103454. doi: 10.1016/j.actpsy.2021.103454. Epub 2021 Nov 26.
5
Telephone interventions for symptom management in adults with cancer.
Cochrane Database Syst Rev. 2020 Jun 2;6(6):CD007568. doi: 10.1002/14651858.CD007568.pub2.
8
Internet-Related Behaviors and Psychological Distress Among Schoolchildren During the COVID-19 School Hiatus.
Cyberpsychol Behav Soc Netw. 2021 Oct;24(10):654-663. doi: 10.1089/cyber.2020.0497. Epub 2021 Apr 20.

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2
Problematic Smartphone Use Is Associated With Current and Previous Major Depressive Disorder.
Psychiatry Investig. 2025 Jul;22(7):813-820. doi: 10.30773/pi.2025.0011. Epub 2025 Jul 16.
3
U.S. Adolescents' Daily Social Media Use and Well-being: Exploring the Role of Addiction-like Social Media Use.
J Child Media. 2025;19(1):194-212. doi: 10.1080/17482798.2024.2402272. Epub 2024 Oct 7.
5
Social media behaviors and symptoms of anxiety and depression. A four-wave cohort study from age 10-16 years.
Comput Human Behav. 2023 Oct;147. doi: 10.1016/j.chb.2023.107859. Epub 2023 Jul 1.
6
Detecting Longitudinal Trends between Passively Collected Phone Use and Anxiety among College Students.
Digit Biomark. 2024 Sep 5;8(1):181-193. doi: 10.1159/000540546. eCollection 2024 Jan-Dec.
7
Stress and Mood Associations With Smartphone Use in University Students: A 12-Week Longitudinal Study.
Clin Psychol Sci. 2023 Sep;11(5):921-941. doi: 10.1177/21677026221116889. Epub 2023 Jan 10.
8
Estimating the association between Facebook adoption and well-being in 72 countries.
R Soc Open Sci. 2023 Aug 9;10(8):221451. doi: 10.1098/rsos.221451. eCollection 2023 Aug.
9
Diversity of social media use: Self-selection explains associations between using many platforms and well-being.
PLOS Digit Health. 2023 Jul 13;2(7):e0000292. doi: 10.1371/journal.pdig.0000292. eCollection 2023 Jul.
10
A comprehensive review on emerging trends in the dynamic evolution of digital addiction and depression.
Front Psychol. 2023 Feb 8;14:1126815. doi: 10.3389/fpsyg.2023.1126815. eCollection 2023.

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1
Increases in Depression, Self-Harm, and Suicide Among U.S. Adolescents After 2012 and Links to Technology Use: Possible Mechanisms.
Psychiatr Res Clin Pract. 2020 Sep 9;2(1):19-25. doi: 10.1176/appi.prcp.20190015. eCollection 2020 Summer.
2
Psychological Science in the Wake of COVID-19: Social, Methodological, and Metascientific Considerations.
Perspect Psychol Sci. 2022 Mar;17(2):311-333. doi: 10.1177/1745691621999374. Epub 2021 Oct 1.
3
Associations between Self-Reports and Device-Reports of Social Networking Site Use: An Application of the Truth and Bias Model.
Commun Methods Meas. 2021;15(2):156-163. doi: 10.1080/19312458.2021.1918654. Epub 2021 Apr 30.
4
Worldwide increases in adolescent loneliness.
J Adolesc. 2021 Dec;93:257-269. doi: 10.1016/j.adolescence.2021.06.006. Epub 2021 Jul 20.
5
Open-source smartphone app and tools for measuring, quantifying, and visualizing technology use.
Behav Res Methods. 2022 Feb;54(1):1-12. doi: 10.3758/s13428-021-01585-7. Epub 2021 Jun 3.
6
A systematic review and meta-analysis of discrepancies between logged and self-reported digital media use.
Nat Hum Behav. 2021 Nov;5(11):1535-1547. doi: 10.1038/s41562-021-01117-5. Epub 2021 May 17.
7
Coping With the COVID-19 Pandemic: Examining Gender Differences in Stress and Mental Health Among University Students.
Front Psychiatry. 2021 Apr 7;12:650759. doi: 10.3389/fpsyt.2021.650759. eCollection 2021.
8
The relationship between screen time and mental health in young people: A systematic review of longitudinal studies.
Clin Psychol Rev. 2021 Jun;86:102021. doi: 10.1016/j.cpr.2021.102021. Epub 2021 Mar 20.
10
How Adolescents Use Social Media to Cope with Feelings of Loneliness and Anxiety During COVID-19 Lockdown.
Cyberpsychol Behav Soc Netw. 2021 Apr;24(4):250-257. doi: 10.1089/cyber.2020.0478. Epub 2020 Oct 20.

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