Evidence map›Paper›PMID 40875014›Full record

ArticleGlobal health action2025

Models of care for noncommunicable diseases in primary care: key elements and design in low- and middle-income countries - a scoping review.

Mai Eltigany, Laura Drown, Oyetayo Akala, Silvia Ussai, Gene Bukhman, Alarcos Cieza, Alma J Adler

Abstract readScoping Review
In one paragraph

Article in Global health action, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
–field-weighted citation impact
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

8 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. A scoping review of clinicalFrontiers in medicine · 2026
    Pooled it
  2. Article
  3. Review
  4. Article
  5. Non-communicable diseases in South Africa: The role of primary care.South African family practice : official journal of the South African Academy of Family Practice/Primary Care · 2026
    Article
  6. National and Subnational Models of Care That Support Primary Health Care: A Mixed-Methods Study.The International journal of health planning and management · 2026
    Article
  7. Article
  8. Article
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

7 authors.

Mai EltiganyNoncommunicable Diseases, Rehabilitation and Disability Department, WHO HQ, Geneva, Switzerland.
Laura DrownCenter for Integration Science in Global Health Equity, Division of Global Health Equity, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
Oyetayo AkalaNoncommunicable Diseases, Rehabilitation and Disability Department, WHO HQ, Geneva, Switzerland.
Silvia UssaiNoncommunicable Diseases, Rehabilitation and Disability Department, WHO HQ, Geneva, Switzerland.
Gene BukhmanCenter for Integration Science in Global Health Equity, Division of Global Health Equity, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
Alarcos CiezaNoncommunicable Diseases, Rehabilitation and Disability Department, WHO HQ, Geneva, Switzerland.
Alma J AdlerCenter for Integration Science in Global Health Equity, Division of Global Health Equity, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.

Funding

World Health Organization 001
6 · The paper itself

Abstract

Noncommunicable diseases (NCDs) pose a global health challenge, with primary health care's (PHC) potential to address them underutilized. While efforts to design and implement effective NCDs care models in low- and middle-income countries (LMICs) are increasing, conclusive recommendations are lacking. This scoping review maps literature on NCDs care models in LMICs, examining elements, theoretical foundations, and outcomes to inform the development of context-specific models. Following Arksey and O'Malley's framework, we searched PubMed, Embase, and Web of Science for articles on NCD care models in LMIC primary care. Two authors independently screened and extracted data using a 40-element framework. Identified models were categorized as implemented or theoretically proposed, analyzed by subcategory, and elements identified and compared. The search and snowballing yielded 1,011 articles. 54 met inclusion criteria, covering 44 models (25 implemented, 19 proposed). Implemented models' design was largely informed by service delivery gaps analyses. The most frequently included elements in them were education and training of the health workforce, combined self-management and patient education, guidelines/protocol-based approach, information systems, screening, team-based care, combined nurse-led and task shifting/sharing, essential medicines, essential diagnostics, community-level care, standardized referral pathways, and mentoring and supervision. Comparison of frequently included elements in implemented and proposed models showed strong alignment between them and with the recommended interventions in WHO-NCDs technical packages for primary care. This underscores these elements' relevance in addressing NCD service delivery challenges in LMICs and guiding the reorientation of PHC models to better integrate NCD services. However, further evidence is needed to support implementation.

Indexed as

Developing CountriesNoncommunicable DiseasesPrimary Health CareDelivery of Health CareHumansLMICsmodel elementsmodels of careNoncommunicable diseasestheoretical basis

Identifiers

PMID40875014
PMCPMC12395622

What OpenQuestion 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 OpenQuestion graph.