Evidence map›Paper›PMID 38319698›Full record

ArticleJMIR research protocols2024

Developing and Evaluating a Data-Driven and Systems Approach to Health Promotion Among Vocational Students: Protocol for the Data Health Study.

Clara Heinze, Rikke Dalgaard Hartmeyer, Anne Sidenius, Lene Winther Ringgaard, Anne-Louise Bjerregaard, Rikke Fredenslund Krølner, Steven Allender, Adrian Bauman, Charlotte Demant Klinker

Registry-linked trialAbstract read
In one paragraph

Article in JMIR research protocols, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05308459 (Data Driven Health Promotion at Vocational Education and Training Schools), which is not on this map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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.

NCT05308459 naunknown statusnot on this map

Data Driven Health Promotion at Vocational Education and Training Schools (The Data Health VET Study)

TypeinterventionalSponsorSteno Diabetes Center CopenhagenRan2022 to 2025Enrolled1,370ConditionsFood Habits, Physical Inactivity, Smoking Behaviors, Drug UseArmsData-driven health promotion at Vocational Education and Training schools (Data Health VET)
3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

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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

9 authors.

Clara HeinzeDepartment of Prevention, Health Promotion and Community Care, Copenhagen University Hospital - Steno Diabetes Center Copenhagen, Herlev, Denmark.ORCID https://orcid.org/0000-0002-8886-4561
Rikke Dalgaard HartmeyerDepartment of Prevention, Health Promotion and Community Care, Copenhagen University Hospital - Steno Diabetes Center Copenhagen, Herlev, Denmark.ORCID https://orcid.org/0000-0002-3809-2436
Anne SideniusDepartment of Prevention, Health Promotion and Community Care, Copenhagen University Hospital - Steno Diabetes Center Copenhagen, Herlev, Denmark.ORCID https://orcid.org/0000-0002-8680-8769
Lene Winther RinggaardDepartment of Prevention, Health Promotion and Community Care, Copenhagen University Hospital - Steno Diabetes Center Copenhagen, Herlev, Denmark.ORCID https://orcid.org/0000-0002-9569-6826
Anne-Louise BjerregaardSteno Diabetes Center Zealand, Holbaek, Denmark.ORCID https://orcid.org/0000-0001-9844-5531
Rikke Fredenslund KrølnerNational Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark.ORCID https://orcid.org/0000-0002-4928-4310
Steven AllenderInstitute for Health Transformation, Deakin University, Melbourne, Australia.ORCID https://orcid.org/0000-0002-4842-3294
Adrian BaumanDepartment of Prevention, Health Promotion and Community Care, Copenhagen University Hospital - Steno Diabetes Center Copenhagen, Herlev, Denmark.ORCID https://orcid.org/0000-0002-0369-4621
Charlotte Demant KlinkerDepartment of Prevention, Health Promotion and Community Care, Copenhagen University Hospital - Steno Diabetes Center Copenhagen, Herlev, Denmark.ORCID https://orcid.org/0000-0002-3252-8366

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundVocational school students exhibit significant risk behaviors in terms of poor diet, frequent use of nicotine products, inadequate fruit and vegetable intake, low levels of physical activity, and poor mental health. This makes vocational students vulnerable to the development of noncommunicable diseases. Therefore, effective health promotion programs targeting vocational students are required.

objectiveThe Danish study "Data-driven and Systems Approach to Health Promotion Among Vocational Students" (Data Health) aims to develop, implement, and evaluate a systems approach to support vocational schools, municipalities, and local communities in implementing locally relevant health promotion actions among and for vocational students. This paper describes the Data Health program and how implementation and preliminary effectiveness will be evaluated.

methodsThe Data Health program offers an iterative 5-step process to develop changes in the systems that shape health behavior and well-being among vocational students. The program will be implemented and evaluated in 8 Danish vocational schools in 4 municipalities. The implementation of the process and actions will be explored using a systems-based evaluation design that assesses contextual differences and the mechanisms through which the program leads to changes in the systems. Preliminary effectiveness at the individual level (students' self-reported health behavior and well-being) and organizational level (school organizational readiness reported by school staff) will be assessed using a quasi-experimental design, and cross-sectional data will be collected at all 8 schools simultaneously 4 times during the 2-year study period.

resultsThis study was launched in 2021, and data collection is expected to be completed in June 2024. The first results are expected to be submitted for publication in January 2024.

conclusionsWe expect that the Data Health study will make significant contributions to complex intervention research by contributing to the paucity of research studies that have used systems approaches in school settings. The study will also provide evidence of successful elements for systems change and effectiveness to determine whether a national scale-up can be recommended.

trial registrationClinicalTrials.gov NCT05308459; https://clinicaltrials.gov/study/NCT05308459. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/52571.

Indexed as

causal loop diagramcocreationhealth behaviorhealth promotionorganizational readinesssystems-based evaluationsystems thinkingvocational schoolswell-beingyouth

Identifiers

PMID38319698
PMCPMC10879971

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Registered trials

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.