Evaluating the efficacy and cost-effectiveness of a digital, app-based intervention for depression (VMood) in community-based settings in Vietnam: A stepped-wedge cluster randomized controlled trial
Chau, L. W.; Yang, L.; Krebs, E.; Xie, H.; Nguyen, V. C.; Tran, H. N.; Nguyen, T. T. X.; Minas, H.; Lam, R. W.; Murphy, J. K.; Ho, J.; Hayashi, K.; Nguyen, V. H.; Duc, T.; O'Neil, J.
Show abstract
Depression contributes substantially to the global burden of disease, with large treatment gaps, particularly in low- and middle-income countries (LMICs) like Vietnam. Digital mental health interventions (DMHIs) offer a promising solution, yet evidence for the efficacy and cost-effectiveness of digitally delivered adaptations of evidence-based interventions in LMICs remains limited. This trial evaluated the efficacy and cost-effectiveness of VMood, an app-based DMHI for depression adapted from an evidence-based in-person intervention, in Vietnam. We conducted a stepped-wedge cluster randomized controlled trial across 48 communes in eight Vietnamese provinces. A total of 480 adults screening positive for moderate depression (Patient Health Questionnaire-9 score 10-19), with a retention rate of 97.9%. Communes were randomized to immediate access to VMood or to enhanced usual care, consisting of a limited version of the app during the delay period. The primary outcome was depression caseness (PHQ-9 [≥] 10). Analyses followed an intention-to-treat approach using generalized estimating equations. A cost-effectiveness analysis estimated incremental costs per quality-adjusted life-year (QALY) gained. A total of 477 trial participants were included in the primary analysis. VMood was associated with a 59% reduction in the odds of depression at 6 months (adjusted odds ratio 0.41, 95% CI 0.19-0.89). Mean PHQ-9 scores decreased by 1.9 points (95% CI -3.6 to -0.3) at 6 months. Incremental costs were 1.205 million VND ($47 USD) (95% CI: 1.006 million VND, 1.297 million VND) with 0.008 incremental QALYs (95% CI: 0.006, 0.010), resulting in a 99.7% cost-effectiveness probability at a willingness-to-pay threshold of two times GDP/capita. VMood significantly reduced depressive symptoms and was highly likely to be cost-effective. As a scalable, low-cost intervention, VMood may help reduce the depression treatment gap in settings with limited specialist capacity, supporting investment in evidence-based DMHIs within community-based mental health systems. This trial was registered at ClinicalTrials.gov (NCT05783531) on March 8, 2023. Available from: https://clinicaltrials.gov/study/NCT05783531. Author SummaryDepression is a leading cause of disability worldwide, yet access to effective treatment remains limited, particularly in low- and middle-income countries (LMICs). Digital mental health interventions (DMHIs), such as mobile apps, can reduce depressive symptoms, especially when adapted from evidence-based treatments and delivered with human support. However, most evidence comes from high-income countries, with limited data on efficacy and cost-effectiveness in LMICs. VMood is a mobile app adapted from supported self-management, a modified approach to psychotherapy that is grounded in principles of Cognitive Behavioural Therapy and delivered in-person with support from non-specialist providers. The in-person intervention was shown to be effective in the Vietnamese context in a clinical trial. Here, we conducted a stepped-wedge cluster randomized controlled trial across eight provinces in Vietnam to evaluate the efficacy and cost-effectiveness of VMood. Participants received either the VMood app with supportive coaching provided by a social worker, or enhanced usual care, with subsequent access to the VMood app. Over six months, VMood significantly reduced depression caseness compared with the control group. Economic analysis showed that VMood represents good value for money and was feasible to deliver through existing community systems. Findings provide novel and policy-relevant evidence demonstrating that DMHIs can reduce depression and provide good value for money in LMICs.
Matching journals
The top 6 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%
- Individual Participant Data Network Meta-analysis of psychosocial interventions for survivors of intimate partner violence: Study protocol 94%
Similar papers in this journal
- Effectiveness of integrated care for older adults with depression and hypertension in rural China: a cluster randomized controlled trial 95%
- Mitigating the psychological impacts of COVID-19 restrictions: The B ehavioural A ctivation in S ocial I so l ation (BASIL) pilot randomised controlled trial to prevent depression and loneliness among older people with long term conditions 93%
- Clinical benefits of modifying the evening light environment in an acute psychiatric unit: A single-centre, two-arm, parallel-group, pragmatic effectiveness randomised controlled trial 92%
Similar papers in this journal
- Social relationships and depression during the COVID-19 lockdown: longitudinal analysis of the COVID-19 social study 93%
- Effectiveness of attexis, a Digital Intervention Based on Cognitive Behavioral Therapy for Adults with ADHD: A Randomized Controlled Trial 92%
- Evaluating the Mental Health Impacts of the COVID-19 Pandemic in Urban South Africa: Perceived Risk of COVID-19 Infection and Childhood Trauma Predict Adult Depressive Symptoms 92%
Similar papers in this journal
- Effect of the Friendship Bench intervention on antiretroviral therapy outcomes and mental health symptoms in rural Zimbabwe: A cluster randomized trial 92%
- Effectiveness of a Text Message Intervention Promoting Seat Belt Use Among Targeted Young Adults: A Randomized Clinical Trial 91%
- Association between social media use and self-reported symptoms of depression in US adults 91%
Similar papers in this journal
- The effectiveness, implementation, and experiences of peer support approaches for mental health: a systematic umbrella review 93%
- Establishing the causal role of intimate partner violence and abuse on depressive symptoms in young adults: a population-based cohort study 92%
- Efficacy and safety of esketamine for treatment resistant depression: registered report for a Systematic Review with an Individual Patient Data Meta-analysis of Randomized, Double-Blind, Placebo-Controlled Trials 91%
"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.