Evidence map›Paper›PMID 40739262›Full record

SynthesisHuman resources for health2025

Capacity building models for managing multiple long-term conditions in low-and-middle-income countries: a systematic review and gap analysis.

Abhinav Sinha, Krushna Chandra Sahoo, Pranab Mahapatra, Sandipana Pati, Jayasingh Kshatri, Srikanta Kanungo, Sandro R Batista, Bruno P Nunes, David Weller, Stewart W Mercer and 1 more

Abstract readSystematic Review
In one paragraph

Synthesis in Human resources for health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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

11 authors.

Abhinav Sinha *ICMR-Regional Medical Research Centre, Bhubaneswar, Odisha, India.ORCID 0000-0001-7702-3671
Krushna Chandra Sahoo *ICMR-Regional Medical Research Centre, Bhubaneswar, Odisha, India.
Pranab MahapatraDepartment of Psychiatry, Kalinga Institute of Medical Sciences, Bhubaneswar, Odisha, India.
Sandipana PatiState Institute of Health and Family Welfare, Government of Odisha, Bhubaneswar, India.
Jayasingh KshatriICMR-Regional Medical Research Centre, Bhubaneswar, Odisha, India.
Srikanta KanungoICMR-Regional Medical Research Centre, Bhubaneswar, Odisha, India.
Sandro R BatistaFaculty of Medicine, Federal University of Goias, Goiania, Brazil.
Bruno P NunesPostgraduate Program of Nursing, Federal University of Pelotas, Pelotas, Brazil.
David WellerCollege of Medicine and Veterinary Medicine, Usher Institute, University of Edinburgh, Edinburgh, UK. David.Weller@ed.ac.uk.
Stewart W MercerCollege of Medicine and Veterinary Medicine, Usher Institute, University of Edinburgh, Edinburgh, UK.
Sanghamitra PatiICMR-Regional Medical Research Centre, Bhubaneswar, Odisha, India. drsanghamitra12@gmail.com.ORCID 0000-0002-7717-5592

Funding

Medical Research Council, UK MC_PC_MR/T03839X/1
6 · The paper itself

Abstract

backgroundThe global prevalence of multiple long-term conditions (MLTCs) is increasing, challenging healthcare providers worldwide. In low- and middle-income countries (LMICs), healthcare professionals face additional obstacles in managing MLTCs due to the presence of disease-specific guidelines. This issue is exacerbated by the limited emphasis on both pre-service and in-service training of healthcare professionals on MLTCs within LMICs. Therefore, we conducted a systematic review to synthesize the scientific evidence on training and educational initiatives on MLTCs for health professionals in LMICs.

methodsWe conducted a search across PubMed, Embase, and CINAHL within the domains of 'multiple long-term conditions' and capacity-building and systematically reviewed the articles retrieved. The data were synthesized using a healthcare training framework that encompasses objectives, target audience, content and curriculum, training methodology, trainers and facilitators, logistics and implementation, participant engagement and satisfaction, and outcomes. Our findings were reported according to PRISMA guidelines. This systematic review was prospectively registered with the International Prospective Register of Systematic Reviews (CRD42022348483).

resultsOut of 15,981 initial records, 3614 duplicates were removed, leaving 12,367 for title and abstract screening. After full-text review of 204 articles, only four met the inclusion criteria-two from India, one from Ukraine, and one covering multiple African countries (South Africa, Uganda, Ethiopia, and Kenya) demonstrating a scarcity of literature in the field. These studies focused on increasing healthcare providers' capacity to manage multiple chronic conditions through knowledge, skills, and competency-based training. A 'train-the-trainer' approach was emphasized for broader impact in low-income settings. Training methods varied, incorporating interactive sessions and interdisciplinary modular programs. Key recommendations included integrating updated curricula into medical education and addressing logistical barriers. While participants reported improved skills, challenges included sustaining support and adapting programs to local contexts.

conclusionsMLTC-focused training in LMICs remains limited, with existing programs emphasizing competency-based learning and a 'train-the-trainer' approach. Key challenges include sustainability, logistical barriers, and local adaptation. Integrating structured, interdisciplinary training into medical education and professional development, alongside policy support and stakeholder collaboration, is important for future implementation.

Indexed as

Capacity BuildingDeveloping CountriesHealth PersonnelChronic DiseaseHumansCapacity buildingHealth communicationHealth educationMultimorbidityPatient-centred carePrimary careTraining

Identifiers

PMID40739262
PMCPMC12312530

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.