Understanding integrated service delivery: a scoping review of models for noncommunicable disease and mental health interventions in low-and-middle income countries
Open accessPublished version of a preprint
Abstract
Background: Noncommunicable 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. Methods: We 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. Results: Our 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. Conclusions: While 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.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
There are more reports from communities of health researchers in the global south demonstrating the effectiveness of technology-supported, locally informed innovations in delivering care for NCDs and injuries.
“With each passing year, there are more reports from communities of health researchers in the global south demonstrating the effectiveness of technology-supported, locally informed innovations in delivering care for NCDs and injuries.86–88”
From Global health 2050: the path to halving premature death by mid-century (2024) · cites this paper as [86]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cited by
Sorted by citations
Global health 2050: the path to halving premature death by mid-century
Jamison, D. T., Summers, L. H., Chang, A. Y., Karlsson, O., Mao, W., Norheim, O. F., Ogbuoji, O., Schäferhoff, M., Watkins, D., Adeyi, O., et al. (2024) · The Lancet · doi:10.1016/s0140-6736(24)01439-9 · Cited by 125 · see citing works
- Authors
- Adler, A. J., Drown, L., Boudreaux, C., Coates, M. M., Marx, A., Akala, O., Waqanivalu, T., Xu, H., & Bukhman, G.
- Affiliations
- Brigham and Women's Hospital (US)
- Harvard University (US)
- World Health Organization (CH)
- Corresponding author
- Adler, Alma J.
- Venue
- BMC Health Services Research
- Published
- 2023-01-30
- Volume
- 23
- Issue
- 1
- Pages
- 99-99
- ISSN
- 1472-6963 (ISSN-L)
- PMC
- PMC9885613
- OpenAlex
- W4318478381
- Cited by
- 47
- References
- 0
- Citations by year
- 2026: 16 · 2025: 11 · 2024: 9 · 2023: 11
- FWCI
- 1.84
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- BMC Health Services Research (publishedVersion, cc-by)
- Research Square (acceptedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- World Health Organization
- Topics
- Health Sciences › Health Professions › Health Information Management › Global Health and Epidemiology
- Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
- Social Sciences › Economics, Econometrics and Finance › Finance › Healthcare Systems and Reforms
- Keywords
- service integration, non-communicable diseases, mental health services, neuropsychiatric disorders, low- and middle-income countries, primary care integration, task shifting, decentralization of health services, type 2 diabetes, hypertension, depression, anxiety, HIV/AIDS programs, maternal and child health programs, health system levels
- MeSH terms
- Noncommunicable Diseases, Delivery of Health Care, Developing Countries, Diabetes Mellitus, Type 2, Humans, Mental Health
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review