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.
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.
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
1 citing paper in PubMed, 1 synthesis or guideline pooled it.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors.
Funding
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
Identifiers
What OpenQuestion 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 OpenQuestion graph.