Evidence map›Paper›PMID 40855490›Full record

ArticleBMC health services research2025

Criteria for designing integrated diagnosis interventions in low resource settings at the primary care level: a Delphi consensus study.

Gamuchirai Pamela Gwaza, Annette Plüddemann, Marcy MacBain McCall, Sabine Dittrich, Carl Heneghan

Abstract readConsensus Statement
In one paragraph

Article in BMC health services research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Gamuchirai Pamela GwazaDepartment for Continuing Education, University of Oxford, Oxford, UK. gamuchirai.gwaza@kellogg.ox.ac.uk.
Annette PlüddemannCentre for Evidence-Based Medicine, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK.
Marcy MacBain McCallCentre for Evidence-Based Medicine, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK.
Sabine DittrichDepartment of Global Public Health, Deggendorf Institute of Technology, Deggendorf, Germany.
Carl HeneghanCentre for Evidence-Based Medicine, Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIntegrated diagnosis is crucial for addressing health challenges, particularly in managing comorbidities and chronic conditions. Technological advancements allow for rapid, simultaneous testing and diagnosis of multiple diseases. Integrated diagnosis interventions vary in purpose, models, diseases targeted, populations served, scale, and measured outcomes. This diversity, combined with varying levels of resource availability and health system capacity to respond effectively to positive diagnoses, makes it challenging to identify effective strategies. An effective integrated diagnosis approach can lead to early detection of critical and chronic conditions, improve patient experiences, and ultimately improve disease surveillance. This study aimed to establish core criteria for designing same-day integrated diagnosis interventions in primary care settings to enhance patient experiences and health outcomes in low- and middle-income countries (LMICs). The initial set of criteria was derived from a realist synthesis, which identified the key contextual factors and mechanisms required for such interventions to be effective.

methodsA two-round Delphi process engaged an international panel of fifty-five experts from diverse professions to establish consensus on core criteria for effective integrated diagnosis interventions. Predetermined consensus thresholds were set at 70% for critical to include.

resultsA total of 55 experts participated in the first round. Participants represented various geographical regions, including Africa (n = 33), Europe (n = 17), Asia (n = 2), and the Americas (n = 2), and could be categorized into implementers (n = 36), policymakers (n = 7), and academics (n = 12). At the end of Round 1, fourteen of the thirty-three criteria reached a consensus as being critical to include, and nine criteria were removed. In Round 2, a total of 48 out of 55 experts participated and twelve criteria were considered. Four criteria reached a consensus as being critical to include. Through the two rounds of surveys, experts reached a consensus on 18 criteria.

conclusionThe study provides key criteria for prioritizing and developing integrated diagnosis interventions in primary care, in low-resource settings, particularly in Africa. The guidance might be invaluable for policymakers, funders, implementers, and manufacturers. The primary goal of integrated diagnosis is to enhance patient experiences and health outcomes. It is essential to consider all critical success factors during intervention design. These criteria may evolve as our understanding of integrated diagnosis advances.

Indexed as

Delivery of Health Care, IntegratedDeveloping CountriesPrimary Health CareDelphi TechniqueHumansResource-Limited SettingsAfricaDelphiIntegrated diagnosisPrimary health care

Identifiers

PMID40855490
PMCPMC12379388

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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.