ArticleJMIR research protocols2024
Developing and Evaluating a Data-Driven and Systems Approach to Health Promotion Among Vocational Students: Protocol for the Data Health Study.
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.
What it found
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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.
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.
Data Driven Health Promotion at Vocational Education and Training Schools (The Data Health VET Study)
Who cites it
6 citing papers in PubMed.
- A Health Promoting School Intervention in 10th Grade ("My Life - I Decide"): Protocol for a Pragmatic Controlled Trial.JMIR research protocols · 2026Trial
- Implementation and systems impact of a systems-based health promotion programme at Danish vocational schools: results after 2-years follow-up.BMC public health · 2026Trial
- Applying participatory systems approaches to enhance child mental health in local communities in Denmark: a process evaluation.Health research policy and systems · 2026Article
- Integrated methods for public health action tracking (IMPAcT): to understand and evaluate systems change in a public health context.Health research policy and systems · 2025Article
- Process evaluation of a participatory systems approach to promote health and well-being among students at vocational schools.Health education research · 2025Article
- Article
Corrections and comments
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Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
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.
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