ArticleBMC public health2023
Accelerometer-measured absolute versus relative physical activity intensity: cross-sectional associations with cardiometabolic health in midlife.
Article in BMC public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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.
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.
Who cites it
16 citing papers in PubMed.
- Addressing insufficient physical activity in children with obesity in a 4-month physical activity on prescription intervention: a single-group pre-post study.BMC public health · 2026Trial
- Effects of spinal cord stimulation on pain, physical activity, and self-efficacy among patients with neuropathic pain.Pain management · 2026Trial
- Associations of light and moderate-to-vigorous physical activity with health-related outcomes: findings from the FINFIT 2017 and 2021 studies.Annals of medicine · 2026Article
- Gender and socio-economic differences in physical activity and fitness among rural Bangladeshi adolescents: a cross-sectional study from the 15-year follow-up of MINIMat cohort.Scientific reports · 2026Article
- Sleep-Wake Disturbances in Patients With Chronic Pain-Associations With Physical Activity Levels.European journal of pain (London, England) · 2026Observational
- Absolute and relative intensity of physical activity after lung cancer surgery.ERJ open research · 2026Article
- Article
- High-intensity exercise for maintained health-enhancing physical activity in patients with rheumatoid arthritis: a randomised controlled trial.BMJ open sport & exercise medicine · 2026Article
- Absolute and relative physical activity intensity thresholds across diverse fitness levels: a cross-sectional study in middle-aged women.Frontiers in sports and active living · 2026Article
- Silence of the Muscles: Wearable Electromyography, Sitting, and Type 2 Diabetes.Exercise and sport sciences reviews · 2025Review
- Considerations in using heart rate-based physical activity estimates from consumer wearables in individuals with varying weight status.The international journal of behavioral nutrition and physical activity · 2025Article
- The Longitudinal Course of Physical Activity Behavior Poststroke and Its Variation Across Subgroups: The Norwegian Cognitive Impairment After Stroke Study.Physical therapy · 2025Observational
- Simple step counting captures comparable health information to complex accelerometer measurements.Journal of internal medicine · 2025Article
- Fitness-related physical activity intensity explains most of the association between accelerometer data and cardiometabolic health in persons 50-64 years old.British journal of sports medicine · 2024Article
- Data Analytics in Physical Activity Studies With Accelerometers: Scoping Review.Journal of medical Internet research · 2024Article
- Need to Revise Classification of Physical Activity Intensity in Older Adults? The Use of Estimated METs, Measured METs, and V̇O2 Reserve.The journals of gerontology. Series A, Biological sciences and medical sciences · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
Abstract
backgroundObservational studies investigating the association between accelerometer-measured physical activity and health all use absolute measures of physical activity intensity. However, intervention studies suggest that the physical activity intensity required to improve health is relative to individual fitness. The aim of this study was to investigate the associations between accelerometer-measured absolute and relative physical activity intensity and cardiometabolic health, and what implications these associations may have on the interpretation of health-associated physical activity.
methodsA sample of the cross-sectional Swedish CArdioPulmonary bioImage Study (SCAPIS) consisting of 4,234 men and women aged 55-64 years was studied. Physical activity intensity was measured by accelerometry and expressed as absolute (e.g., metabolic equivalents of task) or relative (percentage of maximal oxygen consumption). Fitness was estimated by the submaximal Ekblom-Bak test. A composite ('metabolic syndrome') score combined measures of waist circumference, systolic blood pressure, high-density lipoprotein, triglycerides, and glycated hemoglobin. Associations of absolute and relative physical activity intensity with the health indicators (i.e., fitness and metabolic syndrome score) were studied by partial least squares regression. Analyses were stratified by fitness level.
resultsBoth absolute and relative physical activity intensity associated with the health indicators. However, the strongest associations for absolute intensity varied depending on fitness levels, whereas the associations for relative intensity were more synchronized across fitness groups. The dose-response relationship between moderate-to-vigorous intensity and the health indicators was stronger for relative than for absolute intensity. The absolute and relative moderate-to-vigorous intensity cut-offs intersected at the 5th fitness percentile, indicating that the absolute intensity cut-off is too low for 95% of individuals in this sample. While 99% of individuals fulfilled the general physical activity recommendations based on absolute intensity measures, only 21% fulfilled the recommendations based on relative intensity measures. In relation to a "sufficient" fitness level, 9% fulfilled the recommendations.
conclusionsAccelerometer-measured relative physical activity intensity represents the intensity related to health benefits regardless of fitness level. Traditional absolute moderate intensity accelerometer cut-offs are too low for most individuals and should be adapted to the fitness level in the sample studied. Absolute and relative physical activity intensity cannot be used interchangeably.
Indexed as
Identifiers
What OpenQuestion holds
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.