Evaluating Clinical Outcomes in Patients Being Treated Exclusively via Telepsychiatry
Person, C.; O'Connor, N.; Koehler, L.; Venkatachalam, K.; Gaveras, G.
Show abstract
BackgroundDepression and anxiety are highly prevalent conditions in the US. Despite the availability of suitable therapeutic options, limited access to high quality psychiatrists represents a major barrier to treatment. Although telepsychiatry has the potential to improve access to psychiatrists, treatment efficacy in the telepsychiatry model remains unclear. ObjectivesOur primary objective was to determine whether there was a clinically meaningful change in one of two validated outcome measures of depression and anxiety --the Patient Health Questionnaire-8 (PHQ8) or the Generalized Anxiety Disorder Questionnaire-7 (GAD7) -- after receiving at least 8-weeks of treatment in an outpatient telepsychiatry setting. MethodsTreatment-seeking patients enrolled in a large outpatient telepsychiatry service that accepts commercial insurance. All analyzed patients completed GAD7 and PHQ8 prior to their first appointment, and at least once after 8 weeks of treatment. Treatments included comprehensive diagnostic evaluation, supportive psychotherapy, and medication management. Results1826 treatment-seeking patients were evaluated for clinically meaningful changes in GAD7 and PHQ8 scores during treatment. Mean treatment duration was 103 days (SD =34). At baseline, 58.8% and 60% of patients exhibited at least moderate anxiety and depression, respectively. In response to treatment, mean change for GAD7 was -6.71 (95% CI -7.03, -6.40) and for PHQ8 was -6.85 (95% CI -7.18, -6.52). Patients with at least moderate symptoms at baseline, showed 45.7% reductions in GAD7 scores and 43.1% reductions in PHQ8. Effect sizes for GAD7 and PHQ8, as measured by Cohens d for paired samples, were d = 1.30 (P<.001) and 1.23 (P<.001) respectively. Changes in GAD7 and PHQ8 scores correlated with the type of insurance held by the patients. Greatest reductions in scores were observed among patients with commercial insurance (45.0% and 43.9% reductions in GAD7 and PHQ8, respectively). Although Medicare patients did exhibit statistically significant reductions in GAD7 and PHQ8 scores from baseline, these improvements were attenuated compared to those in patients with commercial insurance (29.2% and 27.6% reduction in GAD7 and PHQ8, respectively). Pairwise comparison tests revealed significant differences in treatment responses in patients with Medicare vs. commercial insurance (P < .001). Responses were independent of patient geographic classification (urban vs rural; P = .475 for GAD7 and P = .065 for PHQ8). The findings that treatment efficacy was comparable among rural and urban patients indicated that telepsychiatry is a promising approach to overcome treatment disparities that stem from geographical constraints. ConclusionIn this large retrospective data analysis of treatment seeking patients utilizing a telepsychiatry platform, we found robust and clinically significant improvement in depression and anxiety symptoms during treatment. The results provide further evidence that telepsychiatry is highly effective and has the potential to improve access to psychiatric care.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Interventions Promoting Recovery from Depression for Patients Transitioning from Outpatient Mental Health Services to Primary Care: Protocol for a Scoping Review 95%
- Mindfulness-Based Cognitive Therapy for Treatment-Resistant Depression: A protocol for a systematic review and meta-analysis 95%
- Changes in hospital staff mental health during the Covid-19 pandemic: longitudinal results from the international COPE-CORONA study 94%
Similar papers in this journal
- Exploring the Efficacy and Potential of Large Language Models for Depression: A Systematic Review 94%
- Clinical Presentation of Psychotic Experiences in Patients with Common Mental Disorders Attending the UK Primary Care Improving Access to Psychological Therapies (IAPT) Programme 94%
- Validation of the short Mood and Feelings Questionnaire in young adulthood 94%
Similar papers in this journal
- Treatment provision for adults with ADHD during the COVID-19 pandemic: An exploratory study on patient and therapist experience with on-site sessions using face masks vs. telepsychiatric sessions 95%
- Current state of the evidence on community treatments for people with complex emotional needs: a scoping review 94%
- Treatment Resistant Depression in electronic health records: Definitions Matter 93%
Similar papers in this journal
- Development of the NeuroFlow Severity Score and Comparison With Validated Measures for Depression and Anxiety 95%
- Evaluating the Clinical Feasibility of an Artificial Intelligence-Powered Clinical Decision Support System: A Longitudinal Feasibility Study 94%
- Evidence for feasibility of mobile health and social media-based interventions for early psychosis and clinical high risk 93%
Similar papers in this journal
- Patients with affective disorders profit most from telemedical treatment: Evidence from a naturalistic patient cohort during the COVID-19 pandemic 96%
- Applications of Large Language Models in Psychiatry: A Systematic Review 95%
- Sex-differences in determinants of suicide risk preceding psychiatric admission: An electronic medical record study 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.