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Record W4406228431 · doi:10.3389/fspor.2024.1539851

Editorial: Translation of health and physical activity guidelines for real world application

2025· editorial· en· W4406228431 on OpenAlexaboutno aff
Jon N. Radcliffe, Nathan P. Dawkins, Nicola Arjomandkhah, Andy Pringle

Bibliographic record

VenueFrontiers in Sports and Active Living · 2025
Typeeditorial
Languageen
FieldHealth Professions
TopicMobile Health and mHealth Applications
Canadian institutionsnot available
Fundersnot available
KeywordsCornerstonePsychological interventionPhysical activityPerspective (graphical)Public healthPsychologyPublic relationsMedicinePolitical scienceNursing

Abstract

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The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.No Generative AI was used in the preparation of this manuscript.Physical activity is a cornerstone of public health, with proven evidenced-based benefits across a wide range of health conditions, including both chronic and infectious diseases and from a preventative and alleviating perspective. However, the effectiveness of physical activity interventions depends on how well health messages are communicated. In this special issue, we are pleased to present a diverse range of studies on this topic which endorse the importance of crafting accessible and tailored health messages that resonate with diverse populations-whether adolescents, pregnant women, healthcare professionals, or individuals managing chronic conditions. As part of this special issue, the editorial team are delighted to have received the contributions of early career researchers, who have been pivotal in advancing these conversations, introducing fresh perspectives that enrich our understanding of physical activity across different contexts and different groups. Several of the papers featured, highlight the wider socio-environmental determinants impacting on messaging of physical activity.For example, Hoy et al. ( 2024) explored how Swedish family dynamics influence adolescents' sedentary behaviour and physical activity, with significant differences based on gender. The study revealed that girls were more likely to engage in sedentary behaviour, influenced by familial patterns and societal gender expectations. This underscores the importance of promoting physical activity messages within family structures that challenge traditional gender roles. Tailoring health messages to address these gendered dynamics could empower families, particularly parents and siblings, to provide equal support for the physical activity of all children. Family-centred interventions, as noted by Sallis et al. (2000), can be particularly effective in promoting physical activity among youth, suggesting that familybased health messaging can help foster lasting behaviour change.Similarly, Bartosiewicz et al. (2023) examined physical activity behaviours among Polish nurses, highlighting the challenges of balancing physically demanding work with sedentary habits during offhours. Nurses, like many healthcare professionals, are at risk for metabolic disorders such as obesity and cardiovascular disease. The study stresses the importance of health messages directed at healthcare workers, encouraging them to integrate movement into their daily routines and take physical activity breaks during work. This aligns with broader findings that highlight the value of promoting short, simple physical activity interventions to reduce sedentary behaviour (Dall et al., 2020). Tailored messaging for healthcare workers, particularly those in physically demanding roles, is critical for improving both their health and overall well-being.Healthcare professionals have been identified as key conduits for physical activity messaging (Mutrie et al., 2018). Mitra et al. ( 2024) explored the challenges faced by UK midwives in delivering physical activity advice to pregnant women. Despite evidence that physical activity during pregnancy can reduce risks such as gestational diabetes and preeclampsia (Mottola et al., 2018), midwives often report a lack of training and resources to provide consistent advice. The study suggests that improving midwives' ability to deliver physical activity guidance, through better training and accessible digital tools, could have a significant impact on maternal and foetal health. Effective health messaging for expectant mothers, therefore, should not only emphasize the benefits of physical activity but also equip healthcare providers with the knowledge and resources to convey these messages confidently. Moreover, the study highlights the importance of ongoing dialogue with healthcare professionals to understand both the barriers and facilitators when promoting physical activity. This is key in supporting their preparedness to deliver effective messages to their patients.Beyond gestational health, recognizing the important role of physical activity and long-term conditions has been well founded. A study by Suo et al. (2024) found that increased physical activity is associated with improved kidney function and reduced risk of chronic kidney disease (CKD). Similarly, Zhang et al. (2024) found that physical activity was linked to a reduced risk of sepsis, particularly among those with compromised immune systems. These studies highlight the need for health messages aimed at individuals at risk and the promotion of the protective effects of regular exercise. Both underscore the role of physical activity in managing long term health conditions, where clear and accessible, as well as more tailored health messaging is vital for encouraging people to stay active, particularly in highrisk populations.The ability to communicate these messages effectively is crucial. One emerging tool for delivering personalized health messages is wearable technology, which has gained traction in recent years. Devices like fitness trackers and accelerometers allow individuals to monitor their activity levels in real time, providing immediate feedback and helping to maintain motivation (Kara et al., 2021). These technologies can be particularly useful for those managing chronic conditions, as they allow for personalized, data-driven recommendations that align with individuals' specific health needs. For example, patients with CKD could use wearable technology to track moderate-intensity physical activity, a key intervention for maintaining kidney function (Schwingshackl & Hoffmann, 2020).Looking ahead, integrating physical activity into comprehensive health frameworks, such as the Canadian 24-Hour Movement Guidelines, represents a holistic approach to health messaging. These guidelines, which combine physical activity, screen time, sleep, and sedentary behaviour, provide a balanced framework for promoting overall health (Tremblay et al., 2017). Yet, the comprehensive nature of the guidelines, that deploy a 24-Hour Model, presents new opportunities and challenges for messaging that will need consideration by the agencies adopting this approach in order that the key components are effectively and comprehensively communicated. Whilst 24-Hour data is key to understanding the associated health outcomes, more important is that findings are communicated in an accessible way. Further, for individuals with chronic conditions like CKD or sepsis, such a holistic approach could be particularly effective in reinforcing the interconnections between different aspects of well-being. Comprehensive, easy-to-understand guidelines could also make it easier for healthcare providers to communicate health recommendations to patients, especially those from diverse backgrounds or with varying levels of health literacy. Furthermore, several key areas for future research and health communication can help strengthen the impact of physical activity interventions. First, understanding how to sustain long-term engagement with physical activity is essential. While short-term interventions can yield immediate improvements, longitudinal studies are needed to assess how people maintain increased activity over time. This research will provide insights into the most effective strategies for promoting lifelong behaviour change (Foster et al., 2013).The communication of health and physical activity messages remains a key challenge. A shift in the number of people meeting a physical activity guideline, 'will not happen because of the guideline, it will happen if the guideline is effectively communicated, resourced and supported,' (Foster, 2018). Previous work in this area recommends that physical activity and health guidelines requires a comprehensive communication strategy, featuring a serious budget and political support (Mutrie et al., 2018). Features of a comprehensive communication strategy should include, but not limited to excellent social marketing expertise, different messaging and straplines across the physical activity continuum and different groups, as well as professionals and the promotion of messaging across a range of media platforms (Mutrie et al., 2018) to suit the needs of different groups, When the Chief Medical Officer's (UK) physical activity guidelines are refreshed, the requirement for a well-resourced communication strategy to accompany the guidelines is an important consideration.Given the varying needs and circumstances of individuals, particularly those with chronic diseases, personalized approaches are essential for improving engagement and outcomes. Wearable devices, along with tailored health data, offer a promising avenue for delivering personalized health messages (Coughlan et al., 2021). Future research could explore how to leverage these technologies to refine physical activity recommendations for specific patient populations.Moreover, future studies should explore how to create enabling environments for physical activity. Access to safe, walkable spaces and social support systems can increase activity levels, particularly for individuals in underserved or rural areas (Bélanger et al., 2015). By understanding the environmental and social factors that influence physical activity, health communication efforts can be better tailored to meet the needs of these populations.In conclusion, effective communication of physical activity messages is critical for improving public health across a range of populations. Health messages must be accessible, personalized, and contextspecific to ensure they resonate with diverse groups. The integration of wearable technologies and holistic health frameworks, like the Canadian 24-Hour Movement Guidelines, offers promising avenues for enhancing the reach and effectiveness of physical activity interventions. Future messaging of physical activity guidelines needs to adopt a strategic approach, that needs significant resourcing and political support, and which embraces a range of media, platforms and expertise. Future research should focus on sustaining long-term behaviour change, personalizing health messages, and creating environments that encourage physical activity, ultimately leading to improved health outcomes across populations.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.019
metaresearch head score (Gemma)0.132
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Editorial · Consensus signal: Editorial
Teacher disagreement score0.087
Threshold uncertainty score0.292

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0190.132
Meta-epidemiology (narrow)0.0030.001
Meta-epidemiology (broad)0.0030.003
Bibliometrics0.0040.002
Science and technology studies0.0030.003
Scholarly communication0.0120.005
Open science0.0040.004
Research integrity0.0120.014
Insufficient payload (model declined to judge)0.0870.057

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.036
GPT teacher head0.434
Teacher spread0.398 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEditorial

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations2
Published2025
Admission routes1
Has abstractyes

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