Perceived causal symptom network of adolescent mental health issues

References

• American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders (5th ed.). American Psychiatric Association. https://doi.org/10.1176/appi.books.9780890425596
   Google Scholar
• Andreasson, M., Schenström, J., Bjureberg, J., & Klintwall, L. (2023). Perceived causal networks: Clinical utility evaluated by therapists and patients. Journal for Person-Oriented Research, 9(1), 29–41. https://doi.org/10.17505/jpor.2023.25260
   PubMedGoogle Scholar
• Borsboom, D. (2008). Psychometric perspectives on diagnostic systems. Journal of Clinical Psychology, 64(9), 1089–1108. https://doi.org/10.1002/jclp.20503
   PubMed Web of Science ®Google Scholar
• Borsboom, D. (2017). A network theory of mental disorders. World Psychiatry, 16(1), 5–13. https://doi.org/10.1002/wps.20375
   PubMed Web of Science ®Google Scholar
• Bringmann, L. F., Albers, C., Bockting, C., Borsboom, D., Ceulemans, E., Cramer, A., Epskamp, S., Eronen, M. I., Hamaker, E., Kuppens, P., Lutz, W., McNally, R. J., Molenaar, P., Tio, P., Voelkle, M. C., & Wichers, M. (2022). Psychopathological networks: Theory, methods and practice. Behaviour Research and Therapy, 149: 104011. https://doi.org/10.1016/j.brat.2021.104011
   PubMed Web of Science ®Google Scholar
• Burger, J., Andikkhash, V., Jäger, N., Anderbro, T., Blanken, T., & Klintwall, L. (2024). A novel approach for constructing personalized networks from longitudinal perceived causal relations. Behaviour Researh Therapy, 173: 104456. https://pubmed.ncbi.nlm.nih.gov/38141542/ doi: 10.1016/j.brat.2023.104456
   PubMed Web of Science ®Google Scholar
• Chahal, R., Gotlib, I., & Guyer, A. (2020). Research review: Brain network connectivity and the heterogeneity of depression in adolescence – a precision mental health perspective. Journal of Child Psychology and Psychiatry, and Allied Disciplines, 61(12), 1282–1298. https://doi.org/10.1111/jcpp.13250
   PubMed Web of Science ®Google Scholar
• Chen, J., Yu, J., Zhang, L., Li, X., & Zhang, J. (2014). Etiological heterogeneity of symptom dimensions of adolescent depression. PsyCh Journal, 3(4), 254–263. https://doi.org/10.1002/pchj.62
   PubMedGoogle Scholar
• Cummings, C., Caporino, N., & Kendall, P. (2014). Comorbidity of anxiety and depression in children and adolescents: 20 years after. Psychological Bulletin, 140(3), 816–845. https://doi.org/10.1037/a0034733
   PubMed Web of Science ®Google Scholar
• Fisher, A. J. (2015). Toward a dynamic model of psychological assessment: Implications for personalized care. Journal of Consulting and Clinical Psychology, 83(4), 825–836. https://doi.org/10.1037/ccp0000026
   PubMed Web of Science ®Google Scholar
• Frewen, P. A., Allen, S. L., Lanius, R. A., & Neufeld, R. W. J. (2012). Perceived causal relations: novel methodology for assessing client attributions about causal associations between variables including symptoms and functional impairment. Assessment, 19(4), 480–493. https://doi.org/10.1177/1073191111418297
   PubMed Web of Science ®Google Scholar
• Fried, E. I., & Nesse, R. M. (2015). Depression is not a consistent syndrome: An investigation of unique symptom patterns in the STAR* D study. Journal of Affective Disorders, 172, 96–102. https://doi.org/10.1016/j.jad.2014.10.010
   PubMed Web of Science ®Google Scholar
• Harrington, R. (2001). Depression, suicide and deliberate self-harm in adolescence. British Medical Bulletin, 57(1), 47–60. https://doi.org/10.1093/bmb/57.1.47
   PubMedGoogle Scholar
• Klintwall, L., Bellander, M., & Cervin, M. (2023). Perceived causal problem networks: Reliability, central problems, and clinical utility for depression. Assessment, 30(1), 73–83. https://doi.org/10.1177/10731911211039281
   PubMed Web of Science ®Google Scholar
• Kroenke, K., Spitzer, R. L., & Williams, J. B. (2001). The PHQ-9: Validity of a brief depression severity measure. Journal of General Internal Medicine, 16(9), 606–613. https://doi.org/10.1046/j.1525-1497.2001.016009606.x
   PubMed Web of Science ®Google Scholar
• Levinson, C. A., Hunt, R. A., Keshishian, A. C., Brown, M. L., Vanzhula, I., Christian, C., Brosof, L. C., & Williams, B. M. (2021). Using individual networks to identify treatment targets for eating disorder treatment: A proof-of-concept study and initial data. Journal of Eating Disorders, 9(1): 147. https://jeatdisord.biomedcentral.com/articles/10.1186s40337-021-00504-7
   PubMed Web of Science ®Google Scholar
• Manea, L., Gilbody, S., & McMillan, D. (2011). Optimal cut-off score for diagnosing depression with the Patient Health Questionnaire (PHQ-9): a meta-analysis. Canadian Medical Association Journal, 184(3), E191–E196. doi: 10.1503/cmaj.110829
   Web of Science ®Google Scholar
• Merikangas, K., He, J., Burstein, M., Swanson, S., Avenevoli, S., & Cui, L. et al. (2010). Lifetime prevalence of mental disorders in US adolescents: results from the National Comorbidity Survey Replication–Adolescent Supplement (NCS-A). Journal Of The American Academy Of Child & Adolescent Psychiatry, 49(10), 980-989. https://doi.org/10.1016/j.jaac.2010.05.017
   PubMed Web of Science ®Google Scholar
• Mojtabai, R., Olfson, M., & Han, B. (2016). National trends in the prevalence and treatment of depression in adolescents and young adults. Pediatrics, 138(6): e20161878. https://doi.org/10.1542/peds.2016-1878
   PubMed Web of Science ®Google Scholar
• Mullarkey, M. C., Marchetti, I., & Beevers, C. G. (2019). Using network analysis to identify central symptoms of adolescent depression. Journal of Clinical Child and Adolescent Psychology, 48(4), 656–668. https://doi.org/10.1080/15374416.2018.1437735
   PubMed Web of Science ®Google Scholar
• Oud, M., De Winter, L., Vermeulen-Smit, E., Bodden, D., Nauta, M., Stone, L., van den Heuvel, M., Taher, R. A., de Graaf, I., Kendall, T., Engels, R., & Stikkelbroek, Y. (2019). Effectiveness of CBT for children and adolescents with depression: A systematic review and meta-regression analysis. European Psychiatry, 57, 33–45. https://doi.org/10.1016/j.eurpsy.2018.12.008
   PubMed Web of Science ®Google Scholar
• Racusin, R. (2002). Vulnerability to psychopathology: risk across the lifespan. Journal of the American Academy of Child and Adolescent Psychiatry, 41(12), 1517–1518. https://doi.org/10.1097/00004583-200212000-00027
   Web of Science ®Google Scholar
• Robinaugh, D. J., Hoekstra, R. H. A., Toner, E. R., & Borsboom, D. (2020). The network approach to psychopathology: A review of the literature 2008–2018 and an agenda for future research. Psychological Medicine, 50(3), 353–366. https://doi.org/10.1017/S0033291719003404
   Web of Science ®Google Scholar
• Scholten, S., Lischetzke, T., & Glombiewski, J. A. (2022). Integrating theory-based and data-driven methods to case conceptualization: A functional analysis approach with ecological momentary assessment. Psychotherapy Research, 32(1), 52–64. https://doi.org/10.1080/10503307.2021.1916639
   Web of Science ®Google Scholar
• Sun, Y., Fu, Z., Bo, Q., Mao, Z., Ma, X., & Wang, C. (2020). The reliability and validity of PHQ-9 in patients with major depressive disorder in psychiatric hospital. BMC Psychiatry, 20(1): 474. https://doi.org/10.1186/s12888-020-02885-6
   PubMed Web of Science ®Google Scholar
• van den Bergh, R., Olthof, M., Goldbeck, F., Hegewald, K., Pommerien-Becht, F., Daniels-Wredenhagen, N., Weggemans, R. J., Scholz, S., Daalmans, S., Otten, R. Aas, B. G., & Lichtwarck-Aschoff, A. (2024). The content of personalised network-based case formulations. Journal of Contemporary Psychotherapy. [Advance online publication]. https://psycnet.apa.org/doi/10.1007s10879-023-09613-7
   Google Scholar
• Verboom, C. E., Sijtsema, J. J., Verhulst, F. C., Penninx, B. W., & Ormel, J. (2014). Longitudinal associations between depressive problems, academic performance, and social functioning in adolescent boys and girls. Developmental Psychology, 50(1), 247–257. https://doi.org/10.1037/a0032547
   PubMed Web of Science ®Google Scholar
• Weisz, J., McCarty, C., & Valeri, S. (2006). Effects of psychotherapy for depression in children and adolescents: A meta-analysis. Psychological Bulletin, 132(1), 132–149. https://doi.org/10.1037/0033-2909.132.1.132
   PubMed Web of Science ®Google Scholar
• Yaroslavsky, I., Pettit, J. W., Lewinsohn, P. M., Seeley, J. R., & Roberts, R. E. (2013). Heterogeneous trajectories of depressive symptoms: Adolescent predictors and adult outcomes. Journal of Affective Disorders, 148(2-3), 391–399. https://doi.org/10.1016/j.jad.2012.06.028
   PubMed Web of Science ®Google Scholar
• Zimmerman, M., Ellison, W., Young, D., Chelminski, I., & Dalrymple, K. (2015). How many different ways do patients meet the diagnostic criteria for major depressive disorder? Comprehensive Psychiatry, 56, 29–34. https://doi.org/10.1016/j.comppsych.2014.09.007
   PubMed Web of Science ®Google Scholar