Evidence map›Paper›PMID 36717832›Full record

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.

Alma J Adler, Laura Drown, Chantelle Boudreaux, Matthew M Coates, Andrew Marx, Oyetayo Akala, Temo Waqanivalu, Hongyi Xu, Gene Bukhman

Open access · goldAbstract readScoping Review
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
24citing papers in PubMed, 4 pooled it
14.7field-weighted citation impact, top 1% of its field
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

24 citing papers in PubMed, 4 syntheses or guidelines pooled it, 44 citations in OpenAlex.

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  7. National and Subnational Models of Care That Support Primary Health Care: A Mixed-Methods Study.The International journal of health planning and management · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors at 3 institutions in 2 countries.

Alma J AdlerDivision of Global Health Equity, Department of Medicine, Brigham and Women's Hospital, 75 Francis St, Boston, MA, USA. aadler2@bwh.harvard.edu.
Laura DrownDivision of Global Health Equity, Department of Medicine, Brigham and Women's Hospital, 75 Francis St, Boston, MA, USA.
Chantelle BoudreauxDivision of Global Health Equity, Department of Medicine, Brigham and Women's Hospital, 75 Francis St, Boston, MA, USA.
Matthew M CoatesDivision of Global Health Equity, Department of Medicine, Brigham and Women's Hospital, 75 Francis St, Boston, MA, USA.
Andrew MarxProgram in Global Noncommunicable Disease and Social Change, Department of Global Health and Social Medicine, Harvard Medical School, 641 Huntington Ave, Boston, MA, USA.
Oyetayo AkalaNoncommunicable Diseases Department, World Health Organization, 20, Avenue Appia-1211, Geneva, Switzerland.
Temo WaqanivaluNoncommunicable Diseases Department, World Health Organization, 20, Avenue Appia-1211, Geneva, Switzerland.
Hongyi XuNoncommunicable Diseases Department, World Health Organization, 20, Avenue Appia-1211, Geneva, Switzerland.
Gene BukhmanDivision of Global Health Equity, Department of Medicine, Brigham and Women's Hospital, 75 Francis St, Boston, MA, USA.
Brigham and Women's Hospital · USWorld Health Organization · CHHarvard University · US

Funding

World Health Organization 001
6 · The paper itself

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.

Indexed as

Diabetes Mellitus, Type 2Noncommunicable DiseasesDelivery of Health CareDeveloping CountriesHumansMental HealthIntegration scienceLow- and middle-income countriesMental healthNoncommunicable diseasesService deliverySystematic review

Identifiers

PMID36717832
PMCPMC9885613
OpenAlexW4318478381

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.