Evidence map›Paper›PMID 41107784›Full record

ArticleBMC public health2025

Charge Your Brainzzz: the systematic development of a whole systems action program promoting sleep health in adolescents.

Danique M Heemskerk, Vincent Busch, Jessica T Piotrowski, Carry M Renders, Maartje M van Stralen

Abstract read
In one paragraph

Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Review
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

5 authors.

Danique M HeemskerkDepartment of Health Sciences, Faculty of Science and Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Van der Boechorststraat 7, 1081 BT, Amsterdam, The Netherlands. danique.heemskerk@vu.nl.
Vincent BuschDepartment of Healthy Living, Sarphati Amsterdam, Public Health Service (GGD), 1018 WT, Amsterdam, The Netherlands.
Jessica T PiotrowskiAmsterdam School of Communication Research ASCoR, University of Amsterdam, 1018 WV, Amsterdam, The Netherlands.
Carry M RendersDepartment of Health Sciences, Faculty of Science and Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Van der Boechorststraat 7, 1081 BT, Amsterdam, The Netherlands.
Maartje M van StralenDepartment of Health Sciences, Faculty of Science and Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Van der Boechorststraat 7, 1081 BT, Amsterdam, The Netherlands. maartje.van.stralen@vu.nl.

Funding

ZonMw 555002022
6 · The paper itself

Abstract

backgroundInadequate sleep among Dutch adolescents is a complex public health issue with detrimental effects on physical and mental well-being. Previous interventions have shown limited or no lasting effects. While systems approaches help to understand and address such challenges, effective prevention efforts require theory- and evidence-based intervention design using behavior change techniques. This study outlines the systematic development of a ‘whole systems action program’, named Charge Your Brainzzz (CYB), to promote healthy sleep in Dutch adolescents aged 12–15, by integrating theory- and evidence-based behavior change methods using the Intervention Mapping Protocol within a systems science approach, combined with stakeholder engagement.

methodsThe CYB program was developed based on previously identified key system dynamics influencing adolescent sleep and a detailed action plan targeting these dynamics. The development was guided by a procedure of which several sub-steps from the Intervention Mapping protocol were applied: defining the program goal and prioritizing system dynamics outcomes across various interconnected subsystems, specifying performance objectives, constructing matrices of change objectives, developing program components while selecting theoretical methods and practical applications, and program production and formative testing. Adolescents, parents, teachers, school boards, school care coordinators, youth healthcare professionals, and Healthy School advisors were actively involved.

resultsThe theory- and evidence based whole systems action program CYB consists of eight program components and includes: 1) an educational component, 2) a step-by-step guide for implementing school sleep health policies, 3) a parent information evening, 4) an online magazine, 5) Teen Sleep Check, 6) Sleep Guide, 7) Tool for monitoring and early detection for sleep (behavior) problems, and 8) implementation materials including a website.

conclusionsThe CYB program is the first whole systems action program designed to promote adolescent sleep health. Using a Systems Science approach, the Intervention Mapping (IM) protocol, and stakeholder engagement, the program addresses the complexity of the health issue, ensures a solid theoretical foundation for behavior change, and incorporates the lived experiences of the target groups. Beyond presenting the program’s components, this study offers a replicable roadmap for addressing complex public health challenges, paving the way for innovative, system-oriented solutions in health promotion.

Indexed as

Health PromotionSleepAdolescentChildFemaleHumansMaleNetherlandsProgram DevelopmentAdolescentBehavior changeHealth behaviorHealth promotionIntervention developmentIntervention mappingSleepSystems science approachWhole systems action programYouth

Identifiers

PMID41107784
PMCPMC12535058

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.