ArticleInternational journal of mental health systems2021
SMART Mental Health Project: process evaluation to understand the barriers and facilitators for implementation of multifaceted intervention in rural India.
Article in International journal of mental health systems, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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16 citing papers in PubMed, 30 citations in OpenAlex.
- Implementing integrated mental health and substance use disorder services in Indian primary care: a multi-state CFIR-based qualitative study.International journal for equity in health · 2026Trial
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- Artificial Intelligence-Driven Tools in Mental Health Service Delivery: A Scoping Review.Healthcare (Basel, Switzerland) · 2026Review
- Change in Stigma Severity Following Psychiatric Hospitalisation: A Study of Associated Clinical Factors in an Indian Setting.Indian journal of psychological medicine · 2026Article
- Understanding the role and organization of health workers delivering non-communicable disease management in primary care in low- and middle-income countries: a scoping review.BMC primary care · 2025Article
- Development of a Suicide Prevention Intervention for Sexual and Gender Minority Youth and Young Adults: Rationale, Design, and Evidence of Feasibility and Acceptability.Suicide & life-threatening behavior · 2025Article
- Diversity in approaches in community-based mental health interventions in India: A narrative review and synthesis.Global mental health (Cambridge, England) · 2025Review
- Using formative research to inform a mental health intervention for adolescents living in Indian slums: the ARTEMIS study.Child and adolescent psychiatry and mental health · 2024Article
- A systematic review and qualitative evidence synthesis of factors affecting mHealth adoption in India.Oxford open digital health · 2024Article
- The Trajectory of Depression through Disenfranchised Grief in Young Widows in Times of COVID-19: A Case Report from Rural India.Behavioral sciences (Basel, Switzerland) · 2023Article
- Development of a Digital Program for Training Community Health Workers in the Detection and Referral of Schizophrenia in Rural India.The Psychiatric quarterly · 2023Article
- Mental health related stigma, service provision and utilization in Northern India: situational analysis.International journal of mental health systems · 2023Article
- Incentivizing community health workers for scaling up mental health care in rural communities in India: A critical look at principles that work.Frontiers in health services · 2023Article
- Operational challenges in the pre-intervention phase of a mental health trial in rural India: reflections from SMART Mental Health.International journal of mental health systems · 2022Article
- Article
- Role of accredited social health activists in treatment of persons with severe mental illness in the community.Indian journal of psychiatryArticle
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6 authors at 2 institutions in 2 countries.
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Abstract
backgroundGlobally, mental health problems are a growing public health concern. Resources and services for mental disorders are disproportionately low compared to disease burden. In order to bridge treatment gaps, The Systematic Medical Appraisal, Referral and Treatment (SMART) Mental Health Project was implemented across 12 villages in West Godavari district of the southern Indian state of Andhra Pradesh. This paper reports findings from a process evaluation of feasibility and acceptability of the intervention that focused on a mental health services delivery model to screen, diagnose and manage common mental disorders (CMDs).
methodsA mixed methods evaluation was undertaken using quantitative service usage analytics, and qualitative data from in-depth interviews and focus group discussions were conducted with stakeholders including primary care physicians, community health workers, field staff and community members. Barriers to and facilitators of intervention implementation were identified. Andersen's Behavioral Model for Health Services Use was the conceptual framework used to guide the process evaluation and interpretation of data.
resultsIn all, 41 Accredited Social Health Activists (ASHAs) and 6 primary health centre (PHC) doctors were trained in mental health symptoms and its management. ASHAs followed up 98.7% of screen positive cases, and 81.2% of these were clinically diagnosed and treated by the PHC doctors. The key facilitators of implementation were adequate training and supervision of field staff, ASHAs and doctors, use of electronic decision support, incorporation of a door-to-door campaign and use of culturally tailored dramas/videos to raise awareness about CMDs, and organising health camps at the village level facilitating delivery of intervention activities. Barriers to implementation included travel distance to receive care, limited knowledge about mental health, high level of stigma related to mental health issues, and poor mobile network signals and connectivity in the villages. Lack of familiarity with and access to mobile phones, especially among women, to accessing health related messages as part of the intervention.
conclusionsThe evaluation not only provides a context to the interventions delivered, but also allowed an understanding of possible factors that need to be addressed to make the programme scalable and of benefit to policy makers.
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