Evidence map›Paper›PMID 41291472›Full record

ArticleBMC primary care2025

Unveiling the process behind quality indicator selection in Portuguese primary healthcare - a qualitative study.

Bianca Pires-Vieira, Julian Perelman, Mário Santos, Bruno Heleno

Abstract read
In one paragraph

Article in BMC primary care, 2025. 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

4 authors.

Bianca Pires-VieiraComprehensive Health Research Centre, Person-Centred Research Group, NOVA Medical School, Lisbon, Campo dos Mártires da Pátria 130, 1169-056, Portugal.
Julian PerelmanComprehensive Health Research Centre, Efficiency, Incentives and Sustainability Group, LA Real, NOVA National School of Public Health, Lisbon, Portugal.
Mário SantosComprehensive Health Research Centre, Efficiency, Incentives and Sustainability Group, LA Real, NOVA National School of Public Health, Lisbon, Portugal.
Bruno HelenoComprehensive Health Research Centre, Person-Centered Research Group, LA-REAL, NOVA Medical School, NMS, Universidade NOVA de Lisboa, Lisboa, Portugal. bruno.heleno@nms.unl.pt.

Funding

Fundação para a Ciência e a Tecnologia UIDP/04923/2020
6 · The paper itself

Abstract

backgroundSince 2008, Portugal's primary healthcare (PHC) units have been evaluated and partially funded based on an extensive set of quality indicators. This study aimed to explore the process of quality indicator selection, and the criteria used to choose among indicators.

methodsWe conducted a qualitative study from 2022 to 2023, combining documentary analysis of 38 meeting minutes and 19 appendices from the National Technical Committee (NTC) with semi-structured interviews of 10 NTC members responsible for selecting these indicators. Data were analysed using computer-assisted thematic analysis with an interpretive approach in MAXQDA, and findings were triangulated across sources. The study followed the Standards for Reporting Qualitative Research (SRQR) guideline.

resultsKey findings highlighted the importance of indicator validity, emphasizing the need for indicators to accurately reflect clinical performance unaffected by available resources or patients' characteristics. Relevance was also viewed as a major attribute, requiring alignment with National Health Service goals, the potential to reduce performance gaps, and scientific robustness. Feasibility (e.g. availability of data) and usability (capacity to enhance quality in practice) were also frequently mentioned. Participants raised concerns about their roles within the Committee, noting ambiguity between providing technical input and acting as political representatives, compounded by professional tensions. Many also reported a lack of clarity regarding how indicators were developed, prioritised, and supported by evidence, with limited transparency and communication throughout the process. This contrasts with best practices identified in the literature, which emphasize transparency, pilot testing, and clearly defined roles to ensure effective stakeholder engagement.

conclusionsOur findings contribute to the understanding of quality indicator selection in primary healthcare, highlighting the need for clear stakeholder roles, greater transparency, structured consensus-building, and inclusion of patient and public perspectives. Future research should be embedded within the indicator development process to support continuous learning and improvement.

Indexed as

Primary Health CareQuality Indicators, Health CareHumansInterviews as TopicPortugalQualitative ResearchHealth services researchPay-for-performancePrimary health careQuality indicators, health careStakeholder participation

Identifiers

PMID41291472
PMCPMC12648884

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.