ArticleBMC health services research2023
Understanding integrated service delivery: a scoping review of models for noncommunicable disease and mental health interventions in low-and-middle income countries.
Article in BMC health services research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers, 4 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
24 citing papers in PubMed, 4 syntheses or guidelines pooled it, 44 citations in OpenAlex.
- Healthcare provider experiences integrating mental illness screening and management into hypertension care: qualitative systematic review.Health promotion international · 2026Pooled it
- Prevalence, Predictors, and Challenges in the Management of Depression Among Patients on Hemodialysis in the Arab Countries: A Systematic Review.Hemodialysis international. International Symposium on Home Hemodialysis · 2026Pooled it
- Early interventions for first onset of symptoms of mental health conditions: an umbrella review of systematic reviews.BMC medicine · 2026Pooled it
- Community-integrated noncommunicable disease service models: lessons from China.Journal of global health · 2025Pooled it
- Integrating a Non-Communicable Disease Care Cascade within Ghana's Community-Based Health Planning and Services (CHPS) Program: the COMBINE Pilot Implementation Trial.medRxiv : the preprint server for health sciences · 2026Article
- Integrating perinatal mental health screening into primary maternal healthcare services in Vietnam - a realist evaluation.BMC pregnancy and childbirth · 2026Article
- National and Subnational Models of Care That Support Primary Health Care: A Mixed-Methods Study.The International journal of health planning and management · 2026Article
- Integrating noncommunicable disease care in a public primary health care facility in North Lebanon: A qualitative study of implementation in a humanitarian crisis.PLOS global public health · 2026Article
- Socioeconomic deprivation and maternal mental health in developing countries: a multicenter study of postpartum depression and post-traumatic stress disorder.Frontiers in global women's health · 2026Article
- Exploring factors affecting access to non-communicable disease medicines in low- and middle-income countries: a systematic review.BMJ public health · 2026Article
- Models of care for noncommunicable diseases in primary care: key elements and design in low- and middle-income countries - a scoping review.Global health action · 2025Article
- 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
- Article
- Association between depression and medication adherence in noncommunicable diseases: a narrative review.Korean journal of family medicine · 2025Article
- Mapping Behavioral Research in Post-Treatment Cancer Care in Sub-Saharan Africa: A Scoping Review.Psycho-oncology · 2025Article
- Organization of services for severe chronic Noncommunicable diseases at first-level hospitals in nine lower-income countries: Results from a Baseline assessment of PEN-Plus initiation.PLOS global public health · 2025Article
- Global health 2050: the path to halving premature death by mid-century.Lancet (London, England) · 2024Review
- Scaling up noncommunicable disease care in a resource-limited context: lessons learned and implications for policy.BMC health services research · 2024Article
- Article
- Perceptions of healthcare workers on linkage between depression and hypertension in northern Ghana: a qualitative study.Global mental health (Cambridge, England) · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors at 3 institutions in 2 countries.
Funding
Abstract
backgroundNoncommunicable diseases (NCDs) and mental health conditions represent a growing proportion of disease burden in low- and middle-income countries (LMICs). While past efforts have identified interventions to be delivered across health system levels to address this burden, the challenge remains of how to deliver heterogenous interventions in resource-constrained settings. One possible solution is the Integration of interventions within existing care delivery models. This study reviews and summarizes published literature on models of integrated NCD and mental health care in LMICs.
methodsWe searched Pubmed, African Index Medicus and reference lists to conduct a scoping review of studies describing an integrated model of NCD or neuropsychiatric conditions (NPs) implemented in a LMIC. Conditions of interest were grouped into common and severe NCDs and NPs. We identified domains of interest and types of service integration, conducting a narrative synthesis of study types. Studies were screened and characteristics were extracted for all relevant studies. Results are reported using PRISMA-ScR.
resultsOur search yielded 5004 studies, we included 219 models of integration from 188 studies. Most studies were conducted in middle-income countries, with the majority in sub-Saharan Africa. Health services were offered across all health system levels, with most models implemented at health centers. Common NCDs (including type 2 diabetes and hypertension) were most frequently addressed by these models, followed by common NPs (including depression and anxiety). Conditions and/or services were often integrated into existing primary healthcare, HIV, maternal and child health programs. Services provided for conditions of interest varied and frequency of these services differed across health system levels. Many models demonstrated decentralization of services to lower health system levels, and task shifting to lower cadre providers.
conclusionsWhile integrated service design is a promising method to achieve ambitious global goals, little is known about what works, when, and why. This review characterizing care integration programs is an initial step toward developing a structured study of care integration.
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What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.