Evidence map›Paper›PMID 42844636›Full record

ReviewDiagnostic and prognostic research2026

Use of qualitative and mixed methods research in diagnostic technology evaluation and implementation: insights from a systematic review.

Caity Roleston, Umasha Ukwatte, Nia Roberts, Gail N Hayward, Philip J Turner, Margaret Glogowska

Abstract readReview
In one paragraph

Review in Diagnostic and prognostic research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Caity RolestonNuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK.
Umasha UkwatteNuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK.
Nia RobertsBodleian Health Care Libraries, University of Oxford, Oxford, UK.
Gail N HaywardNuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK.
Philip J TurnerNuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK.
Margaret GlogowskaNuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK. Margaret.glogowska@phc.ox.ac.uk.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDevelopment of new diagnostic health technologies is increasing, alongside interest in how they can be implemented into health services. Evaluation of new diagnostic tests has typically consisted of technical and diagnostic accuracy, place in the clinical pathway, effectiveness and cost-effectiveness. However, there are other considerations which are important in determining their ultimate adoption. These include the usability and acceptability of new tests - how clinicians and patients respond to and interact with them - as well as how applicable they are to individual settings and contexts. Such issues are more likely to be explored and understood using qualitative and mixed methods research. The purpose of this systematic review was to discern in the literature which qualitative and mixed methods approaches have been used in evaluating and implementing diagnostic technologies and tests and to identify how future use of these methods can be supported in this rapidly developing field.

methodsWe searched Medline, Embase and CINAHL from inception to September 2025 for evaluations of diagnostic technology and tests including qualitative and mixed methods research. The content and quality of the retrieved studies was examined using critical appraisal frameworks appropriate for the type of study, Spencer et al (2003) for qualitative studies and Mixed Methods Appraisal Tool (MMAT) (2018) for mixed methods studies.

resultsOur search yielded 11331 results, with 28 studies included in the review. All the studies were evaluations of point of care technology or tests for diagnosis. The studies were relevant to seven different medical conditions, across 18 countries. Of the 28 studies, 18 used a qualitative research design only and 10 a mixed methods design. Most studies used semi-structured interviews with health care professionals as either the sole or principal data collection method. There were issues around quality and reporting, including engagement with the methodological literature especially with regard to data analysis, idiosyncratic use of terminology and guiding frameworks, and lack of exploration of patient perspectives.

conclusionsThe review suggests that guidance to support the use of qualitative and mixed methods approaches in this field would be timely and helpful.

Indexed as

Diagnostic technologyDiagnostic testEvaluationMixed methodsQualitativeSystematic review

Identifiers

PMID42844636
PMCPMC13644275

What OpenQuestion holds

Textmetadata
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.