Evidence map›Paper›PMID 41709180›Full record

ArticleBMC public health2026

Piloting a data dashboard to support data-informed health promotion in secondary schools: qualitative analysis of stakeholder interviews.

J Van Godwin, S Long, B Bowen, H Reed, N Page, M Svobodova, M Boffey, F Rice, Y Shenderovich, R Bevan-Jones and 2 more

Abstract read
In one paragraph

Article in BMC public health, 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

12 authors.

J Van GodwinDECIPHer Centre, SPARK, Cardiff University, Cardiff, Wales, UK. Vangodwinj1@cardiff.ac.uk.ORCID 0000-0001-5288-6614
S LongDECIPHer Centre, SPARK, Cardiff University, Cardiff, Wales, UK.ORCID 0000-0003-1284-9645
B BowenDECIPHer Centre, SPARK, Cardiff University, Cardiff, Wales, UK.
H ReedDECIPHer Centre, SPARK, Cardiff University, Cardiff, Wales, UK.ORCID 0000-0002-3388-8902
N PageDECIPHer Centre, SPARK, Cardiff University, Cardiff, Wales, UK.ORCID 0000-0002-4671-2797
M SvobodovaCentre for Trials Research, School of Medicine, Cardiff University, Cardiff, Wales, UK.ORCID 0000-0001-7949-4039
M BoffeySchool Health Research Network, Cardiff University, Cardiff, Wales, UK.ORCID 0009-0005-3380-4966
F RiceWolfson Centre for Young People's Mental Health, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, Wales, UK.ORCID 0000-0002-9484-1729
Y ShenderovichDECIPHer Centre, SPARK, Cardiff University, Cardiff, Wales, UK.ORCID 0000-0002-0254-3397
R Bevan-JonesWolfson Centre for Young People's Mental Health, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, Wales, UK.ORCID 0000-0001-8976-9825
S MurphyDECIPHer Centre, SPARK, Cardiff University, Cardiff, Wales, UK.ORCID 0000-0003-3589-3681
J SegrottDECIPHer Centre, SPARK, Cardiff University, Cardiff, Wales, UK.ORCID 0000-0001-6215-0870

Funding

Wellcome 226699/Z/22/Z
6 · The paper itself

Abstract

backgroundSchools are called upon to use data-informed practice to support student health and well-being. However, they face implementation challenges including data accessibility and literacy. Data dashboards offer a method to address these challenges, thereby promoting data-informed practice. This paper reports on a pilot of The School Health Research Network Data Dashboard with secondary schools.

methodsThe Dashboard was piloted by three secondary schools (recruited by size; free school meal entitlement) in Wales, UK. Interviews with school staff (N = 7) and public health practitioners (N = 6) were conducted. Data were analysed thematically. Research design, including interview questions, analytical interpretation and code, and theme development utilised Complex Adaptive Systems as the conceptual framework.

resultsSchool staff had access to multiple data sets for health promotion but often lacked the time and capacity to utilise them. The Dashboard was perceived to be a user-friendly method of enhancing data accessibility and usability in secondary schools, providing appropriate training and guidance for school staff was available to avoid data misinterpretation. National roll-out of the Dashboard was supported if it aligned with the needs of schools and the wider education system.

conclusionThe Dashboard presents an opportunity for data-informed health and well-being practice and could also support schools to meet education system requirements, providing school staff receive appropriate training. This paper offers novel practical, policy-relevant insights on the interaction of digital dashboards with school systems, capacity constraints, and professional learning needs and valuable insights for public health systems seeking to support data-informed practice in educational settings.

Indexed as

Health PromotionSchool Health ServicesSchoolsDashboard SystemsHumansInterviews as TopicPilot ProjectsQualitative ResearchStakeholder ParticipationWalesData dashboardData-informed practiceHealth promotionSchoolsStudent health and well-being

Identifiers

PMID41709180
PMCPMC13020240

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.