Willing providers, fragile clinics: rural Uganda’s struggle to treat alcohol use disorder

In the rural health centers of southwestern Uganda, the tools to treat one of the country’s most burdensome mental health conditions already exist on paper. The World Health Organization’s mental health Gap Action Programme Intervention Guide, known as mhGAP-IG, distills evidence-based protocols for alcohol use disorder into a format designed for clinicians with no specialist psychiatric training. Yet a new qualitative study published in BMC Health Services Research reveals a sobering gap between what the guide promises and what rural clinics can actually deliver. Primary health care providers in a predominantly rural district said they see the recommendations as useful and feasible, and many expressed genuine willingness to improve care for problem drinking. But willingness, the researchers found, is not the same as readiness.

The study, led by Mary Samantha and colleagues at Mbarara University of Science and Technology with collaborators including Stephen Bartels of Massachusetts General Hospital and Harvard Medical School, set out to map the multilevel determinants that shape whether frontline providers can put mhGAP-IG recommendations for alcohol use disorder into routine practice. Alcohol use disorder is a major public health concern in Uganda, but detection and management at the primary care level remain limited, meaning most people with the condition never receive an evidence-based intervention. The researchers interviewed eighteen participants, fifteen primary health care providers and three district health team members, in a district in southwestern Uganda, purposively selecting them to capture variation across professional cadres and health system roles.

Methodologically, the team conducted individual in-depth interviews using a semi-structured guide informed by the Consolidated Framework for Implementation Research, or CFIR, a widely used implementation science framework that organizes determinants into five domains: the characteristics of the intervention itself, the outer setting, the inner setting, the characteristics of the individuals involved, and the implementation process. Data were analyzed using a deductive-inductive thematic approach, meaning the researchers looked both for patterns matching the CFIR domains and for emergent themes that the framework did not anticipate. This design allowed the study to move beyond the common but narrow question of whether providers support a new program and instead ask what constellation of factors determines whether that support can translate into clinical action.

The findings paint a technically precise picture of partial readiness. Providers generally perceived the mhGAP-IG recommendations for alcohol use disorder as useful and feasible for non-specialist practice, a favorable perception of the intervention’s characteristics that the authors describe as an important foundation. Participants also expressed strong willingness to improve AUD care, reflecting positive individual-level motivation. However, this goodwill collided with two capability deficits: limited familiarity with the mhGAP-IG guide itself and gaps in clinical competencies for assessing and managing alcohol use disorder. In other words, providers wanted to act but often lacked the procedural knowledge and skills to do so confidently, a combination that implementation scientists recognize as a critical readiness bottleneck.

Organizational constraints inside the clinics compounded these individual gaps. Providers described high workloads that left little time for screening and counseling, limited availability of medicines needed for AUD management, and scarce educational materials to support patient education. Documentation and referral systems were weak, meaning even when a provider identified a patient with alcohol use disorder, there was no reliable mechanism to record the diagnosis or connect the patient to further care. Supervision was inconsistent, removing a key source of ongoing feedback and quality control. Each of these inner-setting weaknesses interacts with the others: heavy workloads undermine training retention, weak documentation prevents monitoring, and absent supervision allows skills to decay, creating a self-reinforcing cycle of constrained capacity.

The outer setting proved equally decisive. Participants emphasized that community normalization of alcohol use, in which heavy drinking is socially accepted or even expected, undermines clinical efforts before they begin. Stigma surrounding alcohol use disorder discourages patients from disclosing symptoms or seeking help, while geographical barriers make it difficult for rural patients to reach facilities or for providers to conduct outreach. Weak enforcement of alcohol policy at the local level and limited financing for mental health services further constrained what clinics could realistically achieve. These community and policy-level determinants sit largely outside the control of individual providers, which is precisely why the study’s authors argue that implementation readiness cannot be assessed or built at the provider level alone.

Perhaps the study’s most consequential technical insight is that readiness depends on alignment across all CFIR domains simultaneously. Readiness, in this framing, is an emergent property of the fit between intervention usability, provider capability, organizational capacity, and the broader community and health system context. A favorable perception of the guide plus strong willingness, the authors conclude, are insufficient to establish implementation readiness if familiarity, competency, workload, supplies, documentation, supervision, community attitudes, and financing are not addressed in parallel. This multilevel alignment perspective has direct implications for how scale-up efforts in Uganda and other low- and middle-income countries should be designed and evaluated, shifting the focus from single-component training workshops to coordinated system-level strategies.

Participants themselves offered a concrete prescription for what implementation would require. They emphasized that rolling out mhGAP-IG for alcohol use disorder would demand more than provider training, highlighting the need for practical decision-support tools that fit into real clinical moments, integration of AUD care into routine workflows and existing documentation systems, engagement of district leaders and community stakeholders, and ongoing monitoring paired with supportive supervision rather than one-off inspection. The study was conducted with ethical approval from the Mbarara University of Science and Technology Research Ethics Committee and registered with the Uganda National Council for Science and Technology, and it was supported by the Fogarty International Center of the National Institutes of Health under award number D43TW011964.

For a global health community increasingly focused on closing the treatment gap for mental, neurological, and substance use disorders, the study offers a technically rigorous template. It demonstrates that the CFIR framework can surface the interacting determinants that determine whether a WHO-endorsed protocol survives contact with a rural clinic’s daily reality, and it identifies the specific levers, competency-based training, practical tools, strengthened documentation and referral, workflow integration, stakeholder engagement, and supportive supervision, that implementation strategies should combine. The message for policymakers is clear: goodwill among providers is a real and valuable asset, but it is only the first link in a chain that must include organizational capacity, community context, and sustained system support if evidence-based alcohol use disorder care is to reach the rural populations who need it most.

Subject of Research: Primary health care providers’ readiness to implement the WHO mental health Gap Action Programme Intervention Guide (mhGAP-IG) for alcohol use disorder in rural Uganda: a qualitative study using CFIR

Article Title: Primary health care providers’ readiness to implement the WHO mental health Gap Action Programme Intervention Guide (mhGAP-IG) for alcohol use disorder in rural Uganda: a qualitative study using CFIR

Article References: Samantha, M., Mlahagwa, W., Maling, S., Bartels, S., Obua, C., & Wakida, E. K. (2026). Primary health care providers’ readiness to implement the WHO mental health Gap Action Programme Intervention Guide (mhGAP-IG) for alcohol use disorder in rural Uganda: a qualitative study using CFIR. BMC Health Services Research. https://doi.org/10.1186/s12913-026-15643-3

Image Credits: AI Generated

DOI: 10.1186/s12913-026-15643-3

Keywords: alcohol use disorder, mhGAP-IG, primary health care, implementation readiness, implementation science, CFIR, Uganda, qualitative research, WHO, global mental health, Primary, health