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Shafi RMA, Nakonezny PA, Miller KA, Desai J, Almorsy AG, Ligezka AN, Morath BA, Romanowicz M, Croarkin PE. An exploratory study of clinical and physiological correlates of problematic social media use in adolescents. Psychiatry Res 2021; 302:114020. [PMID: 34098156 PMCID: PMC8277714 DOI: 10.1016/j.psychres.2021.114020] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2020] [Accepted: 05/16/2021] [Indexed: 10/21/2022]
Abstract
Prior validation studies of the Bergen Social Media Addiction Scale (BSMAS) demonstrate its utility for identifying problematic social media use in adolescents. There are knowledge gaps regarding the potential clinical and physiological underpinnings of problematic social media use in adolescents. This cross-sectional, single-visit study examined a sample of depressed (n = 30) and healthy (n = 30) adolescents who underwent clinical assessments of depressive symptom severity, bullying, cyberbullying, self-esteem, salivary measures of stress (cortisol and α-amylase) to identify correlates with adolescent and parental reports of the BSMAS. LASSO-penalized multiple linear regression models were implemented. With respect to the adolescent BSMAS scores in all subjects, the risk of problematic social media increased as depressive symptom severity increased. Depressed female adolescents appeared to have a greater risk. Based on parental BSMAS scores, depression status, depressive symptom severity, cyberbullying score, and salivary cortisol significantly predicted problematic social media use. For the depressed sample, the risk of problematic social media use increased as salivary cortisol increased. No significant predictors of problematic social media usage emerged in the healthy control sample. These preliminary results provide novel insights into clinical and physiological characteristics of problematic social media use in adolescents.
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Affiliation(s)
- Reem M. A. Shafi
- Department of Psychiatry and Psychology and Mayo Clinic, Rochester, Minnesota, USA.,Cairns and Hinterland Hospital and Health Service, QLD, Australia.,Corresponding author: Reem M. A. Shafi, MBBS, Department of Psychiatry and Psychology, Mayo Clinic, 200 First Street SW, Rochester, MN 55905 ( Phone: 507-293-2557 Fax: 507-284-3933)
| | - Paul A. Nakonezny
- Department of Psychiatry and Department of Population and Data Sciences, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Keith A. Miller
- Department of Psychiatry and Psychology and Mayo Clinic, Rochester, Minnesota, USA
| | - Jinal Desai
- Department of Psychiatry and Psychology and Mayo Clinic, Rochester, Minnesota, USA
| | - Ammar G. Almorsy
- Department of Psychiatry and Psychology and Mayo Clinic, Rochester, Minnesota, USA
| | - Anna N. Ligezka
- Department of Clinical Genomics, Mayo Clinic, Rochester, Minnesota, USA
| | - Brooke A. Morath
- Department of Psychiatry and Psychology and Mayo Clinic, Rochester, Minnesota, USA
| | - Magdalena Romanowicz
- Department of Psychiatry and Psychology and Mayo Clinic, Rochester, Minnesota, USA
| | - Paul E. Croarkin
- Department of Psychiatry and Psychology and Mayo Clinic, Rochester, Minnesota, USA
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Shafi RMA, Nakonezny PA, Miller KA, Desai J, Almorsy AG, Ligezka AN, Morath BA, Romanowicz M, Croarkin PE. Altered markers of stress in depressed adolescents after acute social media use. J Psychiatr Res 2021; 136:149-156. [PMID: 33592386 PMCID: PMC8009842 DOI: 10.1016/j.jpsychires.2021.01.055] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2020] [Revised: 12/23/2020] [Accepted: 01/29/2021] [Indexed: 01/13/2023]
Abstract
Social media use (SMU) is an inherent element in the daily life and neurodevelopment of adolescents, but broad concerns exist regarding the untoward effects of social media on adolescents. We conducted a prospective, cross-sectional study that sought to examine the acute effects of SMU on clinical measures and biomarkers of stress in healthy and depressed adolescents. After at least 24 h of abstinence from social media, depressed adolescents (n = 30) and healthy control adolescents (n = 30) underwent baseline clinical assessment of their prior SMU, depressive symptom severity, self-esteem, and exposure to bullying. Participants provided salivary samples that were analyzed for α-amylase and cortisol levels. After 20 min of unsupervised SMU, saliva analyses and clinical assessments were repeated. After 20 min of SMU, salivary cortisol and α-amylase levels were significantly higher in adolescents with depression but not in healthy control adolescents. Furthermore, small but statistically significant changes in depressive symptom severity occurred in all participants. These changes in depressive symptoms were not clinically meaningful. SMU did not significantly change self-esteem measures among participants. Adolescents with depression appeared to have more physiological reactivity after SMU compared with healthy adolescents. Further research should characterize SMU as a clinical dimension and risk factor among adolescents with depression and other psychiatric disorders.
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Affiliation(s)
- Reem M A Shafi
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA; Cairns and Hinterland Hospital and Health Service, QLD, Australia.
| | - Paul A Nakonezny
- Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas, TX, USA; Department of Population and Data Sciences, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Keith A Miller
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | - Jinal Desai
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | - Ammar G Almorsy
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | - Anna N Ligezka
- Department of Clinical Genomics, Mayo Clinic, Rochester, MN, USA
| | - Brooke A Morath
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | | | - Paul E Croarkin
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
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