Seven-State Study Reveals Why Mental Health Care Struggles in Indian Clinics

India carries one of the world’s largest treatment gaps for mental illness and substance use disorders, and a new multi-state study offers the most detailed picture yet of why care delivered inside primary health centers so often falls short of what national policy promises. Researchers affiliated with the Indian Council of Medical Research and institutions across the country examined how integrated mental health and substance use disorder services are actually functioning on the ground in seven Indian states, drawing on an unusually rich qualitative dataset to identify the forces that help and hinder implementation.

The study, published in the International Journal for Equity in Health, was conducted in Assam, Gujarat, Haryana, Karnataka, Madhya Pradesh, Odisha and Punjab. It was designed as an implementation science investigation rather than a clinical trial: the goal was not to test a treatment, but to understand how existing national programs, chiefly the District Mental Health Programme and the Ayushman Bharat initiative, translate into everyday practice at Ayushman Arogya Mandirs and other primary care facilities. To organize their analysis, the researchers used the Consolidated Framework for Implementation Research, or CFIR, a widely applied model that maps barriers and facilitators across multiple levels, from individual health workers to the outer policy environment.

The evidence base is substantial. The team conducted 211 in-depth interviews and 28 focus group discussions spanning nearly every cadre involved in frontline service delivery: medical officers, community health officers, Accredited Social Health Activists known as ASHAs, nurses, clinical psychologists, patients, caregivers and policymakers. Analysis combined CFIR-guided coding with inductive thematic analysis, allowing the researchers to generate both cross-cutting findings that held across states and site-specific insights that reflected local conditions. The trial was registered with the Clinical Trials Registry of India in August 2024, and ethical approvals were secured from institutional committees at each participating site.

On the surface, the findings are encouraging: support for integrating mental health into primary care was broad. Most respondents agreed in principle that depression, anxiety and substance use problems belong alongside diabetes and hypertension in the same clinic. But beneath that consensus, the researchers documented a persistent cluster of structural obstacles. Frontline capacities were strained, with staff already stretched thin by non-communicable disease programs and routine clinical loads. Structured protocols for identifying and managing mental health conditions were frequently absent, leaving workers uncertain about what to screen for, when to intervene and how to document care.

Stigma emerged as a quieter but equally corrosive barrier. Health workers themselves described avoidance behaviors shaped by negative community attitudes toward mental illness and addiction, which complicated outreach and discouraged patients from seeking help even when services were nominally available. Medicine availability was inconsistent across sites, and referral pathways, the routes by which complex cases move from a village health center to a psychologist or district hospital, were described as fragmented and poorly defined. Training uptake was uneven, and consultation times were often too brief to assess and manage mental health needs effectively, a technical problem in service design that undermines even well-intentioned integration efforts.

Yet the study is not a catalogue of failure. The researchers documented several promising practices that offer a template for improvement. In Gujarat, facilities had adopted what became known as Therapeutic Thursdays, dedicated days that carve out protected time for counseling and psychological interventions within the primary care schedule. Haryana leveraged teleconsultation infrastructure to connect primary care patients with mental health specialists who would otherwise be unavailable at that level of the system. In Odisha and Assam, community mobilization efforts helped to normalize conversations about mental health and substance use, attacking stigma at its social roots rather than waiting for individual patients to overcome it alone.

Digital infrastructure featured prominently in the analysis, both as an opportunity and a liability. Teleconsultation worked where connectivity and equipment were reliable, but gaps in digital tooling were flagged as a common challenge, particularly in rural and underserved areas where the treatment gap is widest. Workload emerged as a recurring theme: integrating mental health tasks onto already overburdened cadres without corresponding staffing, supervision or compensation generated resistance and burnout. The absence of mental health-specific incentives meant that, in many settings, workers who invested extra effort in counseling patients received no recognition, financial or otherwise, for doing so.

One of the study’s most striking findings concerns local champions, individuals described in the implementation science literature as people who dedicate themselves to supporting, promoting and driving through an implementation. Respondents across the states consistently reported that committed local leaders, whether a motivated community health officer or an engaged district administrator, helped compensate for structural gaps in the system. But the researchers found that champion engagement was rarely systematized. It depended on the presence of particular individuals rather than being built into program design, meaning that when a champion transferred or retired, the momentum often evaporated with them. Converting informal championing into formal roles, supervision structures and incentives is presented as an urgent, tractable reform.

The study’s central conclusion is that integration is not a uniform intervention but a deeply context-dependent process. The same national policy produced different realities in different states, shaped by workforce depth, drug supply chains, digital readiness, local stigma and the energy of individual actors. The authors call for strengthened digital tools, clarified referral pathways, and a reinforced health workforce supported through supervision and incentives. For India, where hundreds of millions of people depend on primary care as their first and often only point of contact with the health system, the message is clear: closing the mental health treatment gap will require investing in the machinery of implementation, not merely issuing policies and hoping they sustain themselves. The research was funded by the Indian Council of Medical Research and published as open access, making the full findings available to program managers and researchers worldwide.

The scale of the problem the study addresses is worth situating in global terms. India’s treatment gap for mental disorders, the proportion of people with a condition who receive no care at all, has been estimated in national surveys at well over eighty percent for many disorders, and substance use disorders fare similarly poorly. Primary care integration is widely regarded internationally as the most viable route to narrowing such gaps, because specialist psychiatric services are concentrated in urban centers while the majority of the affected population lives in rural districts. The World Health Organization’s mhGAP program, which India’s District Mental Health Programme draws upon, rests on precisely this logic: task-sharing, in which generalist frontline workers are trained to identify and manage common mental health conditions, multiplies scarce specialist capacity. The new study’s value lies in showing how fragile that multiplication becomes when the supporting machinery, protocols, supervision, drug supply and referral routes, is incomplete.

The choice of the CFIR framework also matters for how the findings should be read. CFIR distinguishes between characteristics of the intervention itself, the outer setting of policy and patient needs, the inner setting of the facility, characteristics of the individuals involved, and the broader implementation process. Mapping the Indian evidence onto these domains revealed that the barriers were concentrated not in the intervention design but in the inner and outer settings: workload, incentives, digital infrastructure and referral clarity are all system-level features rather than flaws in the clinical model. This is a reassuring signal in one respect, because it suggests the underlying approach of integrating mental health into primary care is sound, and the obstacles are amenable to administrative and financial reform rather than requiring a fundamentally new clinical strategy.

The multi-state design strengthens the conclusions in a way single-site studies cannot. Because the same national policy was examined across seven states with differing fiscal capacities, workforce densities and program histories, the researchers could observe how identical policy inputs produced divergent implementation realities. Gujarat’s protected counseling time, Haryana’s teleconsultation and the community mobilization in Odisha and Assam were not random successes but responses to specific local constraints, illustrating what implementation scientists call adaptation. The finding that promising practices emerged in some states but not others underscores that national programs function as enabling frameworks rather than self-executing guarantees, and that state and district level ownership determines whether policy becomes practice.

The emphasis on local champions connects to a substantial body of implementation research showing that individual commitment reliably predicts implementation success but is notoriously difficult to institutionalize. The study’s observation that champion-driven momentum evaporated when individuals transferred or retired echoes a well-documented pattern in health system strengthening efforts worldwide. Formalizing champion roles through job descriptions, supervision structures and recognition would convert a fragile, person-dependent asset into a durable organizational one, and the authors’ framing of this as a tractable reform is consistent with international experience.

Finally, the study’s registration with the Clinical Trials Registry of India and its funding by the ICMR signal a deliberate institutional investment in implementation science as a policy tool. By publishing the work open access, the research team has made the detailed state-level findings available to district health officers, state program managers and civil society organizations who are positioned to act on them. The practical priorities the authors identify, digital tooling, referral clarity, workforce supervision and incentives, map directly onto decisions that program administrators make annually, giving the study a realistic pathway from evidence to practice.

Subject of Research: Implementation of integrated mental health and substance use disorder services in Indian primary care

Article Title: Implementing integrated mental health and substance use disorder services in Indian primary care: a multi-state CFIR-based qualitative study

Article References: Ghosh, A., Balhara, Y.-P.-S., Dahiya, N., Chauhan, A.-P., Jamir, L., Majumdar, A., Parmar, A., Ruben, J.-P., Parmar, C., Pillai, R.-R., Chaudhry, A., Bhooma Goud, R., Grover, A., Mohapatra, D., Philip, S., Sutar, R. F., B. George, B., Malav, P., Basu, D., … Zaman, F. A. (2026). 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. https://doi.org/10.1186/s12939-026-02986-w

Image Credits: AI Generated

DOI: 10.1186/s12939-026-02986-w

Keywords: mental health, substance use disorder, primary care, India, implementation science, CFIR, Ayushman Bharat, District Mental Health Programme, health workforce, qualitative research, health equity, teleconsultation