ArticlePreventing chronic disease2012
A catalog of rules, variables, and definitions applied to accelerometer data in the National Health and Nutrition Examination Survey, 2003-2006.
Article in Preventing chronic disease, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04461184 (The Great Plains Internet Wellness Study for Aging), which is not on this map. Cited by 202 papers, 6 of them syntheses that pooled 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.
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.
The Great Plains Internet Wellness Study for Aging: The GP I-WAS Project
Who cites it
202 citing papers in PubMed, 6 syntheses or guidelines pooled it.
- Wearables for Measuring the Physical Activity and Sedentary Behavior of Patients With Axial Spondyloarthritis: Systematic Review.JMIR mHealth and uHealth · 2022Pooled it
- The relationships between step count and all-cause mortality and cardiovascular events: A dose-response meta-analysis.Journal of sport and health science · 2021Pooled it
- Systematic review of the prospective association of daily step counts with risk of mortality, cardiovascular disease, and dysglycemia.The international journal of behavioral nutrition and physical activity · 2020Pooled it
- Validity of objective methods for measuring sedentary behaviour in older adults: a systematic review.The international journal of behavioral nutrition and physical activity · 2018Pooled it
- Systematic review of the effectiveness of health-related behavioral interventions using portable activity sensing devices (PASDs).Journal of the American Medical Informatics Association : JAMIA · 2017Pooled it
- Health Benefits of Light-Intensity Physical Activity: A Systematic Review of Accelerometer Data of the National Health and Nutrition Examination Survey (NHANES).Sports medicine (Auckland, N.Z.) · 2017Pooled it
- Trial
- Increased Free-Living Brisk Walking Cadence Following a Physical Activity Behavior Intervention After Total Knee Arthroplasty: A Secondary Analysis of a Randomized Controlled Trial.Archives of physical medicine and rehabilitation · 2025Trial
- Outdoor Exercise Facility-Based Integrative Mobile Health Intervention to Support Physical Activity, Mental Well-Being, and Exercise Self-Efficacy Among Older Adults With Prefrailty and Frailty in Hong Kong: Pilot Feasibility Randomized Controlled Trial Study.JMIR mHealth and uHealth · 2025Trial
- Functional Capacity at Rehabilitation Discharge Predicts Physical Activity Characteristics 24 Weeks Later for People With Total Knee Arthroplasty: A Secondary Analysis of a Randomized Controlled Trial.Archives of physical medicine and rehabilitation · 2025Trial
- Multicomponent telerehabilitation program for veterans with multimorbidity: A randomized controlled feasibility study.PM & R : the journal of injury, function, and rehabilitation · 2025Trial
- Physical activity and relationship to physical function, quality of life, and cognitive function in older patients with acute decompensated heart failure.American heart journal · 2023Trial
- An Earlier First Meal Timing Associates with Weight Loss Effectiveness in A 12-Week Weight Loss Support Program.Nutrients · 2022Trial
- The Effect of a Physical Activity Coaching Intervention on Accelerometer-Measured Sedentary Behaviours in Insufficiently Physically Active Ambulatory Hospital Patients.International journal of environmental research and public health · 2021Trial
- Biobehavioral Intervention Targeting Physical Activity Behavior Change for Older Veterans after Nontraumatic Amputation: A Randomized Controlled Trial.PM & R : the journal of injury, function, and rehabilitation · 2020Trial
- Feasibility of FitSurvivor: A technology-enhanced group-based fitness intervention for adolescent and young adult survivors of childhood cancer.Pediatric blood & cancer · 2020Trial
- Effects of an mHealth Brisk Walking Intervention on Increasing Physical Activity in Older People With Cognitive Frailty: Pilot Randomized Controlled Trial.JMIR mHealth and uHealth · 2020Trial
- A novel scaling methodology to reduce the biases associated with missing data from commercial activity monitors.PloS one · 2020Trial
- Behavior-Change Intervention Targeting Physical Function, Walking, and Disability After Dysvascular Amputation: A Randomized Controlled Pilot Trial.Archives of physical medicine and rehabilitation · 2018Trial
- Factors Associated With Ambulatory Activity in De Novo Parkinson Disease.Journal of neurologic physical therapy : JNPT · 2017Trial
142 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionThe National Health and Nutrition Examination Survey (NHANES) included accelerometry in the 2003-2006 data collection cycles. Researchers have used these data since their release in 2007, but the data have not been consistently treated, examined, or reported. The objective of this study was to aggregate data from studies using NHANES accelerometry data and to catalogue study decision rules, derived variables, and cut point definitions to facilitate a more uniform approach to these data.
methodsWe conducted a PubMed search of English-language articles published (or indicated as forthcoming) from January 2007 through December 2011. Our initial search yielded 74 articles, plus 1 article that was not indexed in PubMed. After excluding 21 articles, we extracted and tabulated details on 54 studies to permit comparison among studies.
resultsThe 54 articles represented various descriptive, methodological, and inferential analyses. Although some decision rules for treating data (eg, criteria for minimal wear-time) were consistently applied, cut point definitions used for accelerometer-derived variables (eg, time spent in various intensities of physical activity) were especially diverse.
conclusionUnique research questions may require equally unique analytical approaches; some inconsistency in approaches must be tolerated if scientific discovery is to be encouraged. This catalog provides a starting point for researchers to consider relevant and/or comparable accelerometer decision rules, derived variables, and cut point definitions for their own research questions.
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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.