Evidence map›Paper›PMID 41405109›Full record

ArticleAfrican journal of primary health care & family medicine2025

From separate streams to confluence: A framework for meaningful mixed methods integration in African primary care research.

Robin E Dyers, Kéfilath Bello, Timothy C Guetterman

Abstract read
In one paragraph

Article in African journal of primary health care & family medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–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

2 citing papers in PubMed.

  1. South African family medicine research: Past, present and future.South African family practice : official journal of the South African Academy of Family Practice/Primary Care · 2026
    Article
  2. Building the next generation of family medicine and primary health care researchers in Africa.African journal of primary health care & family medicine · 2025
    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

3 authors.

Robin E DyersDivision of Health Systems and Public Health, Department of Global Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa; WHO-FIC Collaborating Centre, Burden of Disease Research Unit, South African Medical Research Council, Cape Town, South Africa; and Department of Health and Wellness, Western Cape Government, Cape Town. rdyers@sun.ac.za.
Kéfilath Bello
Timothy C Guetterman

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Mixed methods research is becoming more common in African primary care studies, yet systematic reviews show most mixed methods studies demonstrate low methodological rigour in integrating qualitative and quantitative components. This integration failure undermines addressing complex health challenges facing African primary care systems, where medical pluralism, resource constraints, and diverse disease burdens demand sophisticated methodological synthesis. This article describes a framework for achieving meaningful mixed methods integration in African primary care research contexts, addressing key challenges and providing practical strategies for transformative synthesis. Drawing on recent methodological advances, including the Mixed Methods Integration Quality Framework, systematic reviews of African mixed methods studies, and exemplar cases from primary care research, the framework integrates theoretical foundations with practical applications in resource-constrained settings. The framework encompasses: temporal considerations for integration decisions; identification of interface points; practical strategies including joint displays and data transformation; team-based approaches to synthesis; and solutions to common integration pitfalls. It addresses epistemological tensions, institutional barriers, and resource constraints in African research contexts. The framework enables researchers to move from separate methodological streams to genuine confluence, generating transformative insights transcending individual methodological contributions. By addressing context-specific challenges while maintaining methodological rigour, it supports producing nuanced understanding necessary for strengthening African health systems. This framework addresses integration challenges in African primary care research, offering practical tools for doctoral researchers and established investigators navigating complex health phenomena in resource-constrained settings.

Indexed as

Health Services ResearchPrimary Health CareResearch DesignAfricaHumansQualitative ResearchAfrican health researchhealth systems researchimplementation researchintegration frameworkmixed methodsprimary health care

Identifiers

PMID41405109
PMCPMC13150370

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.