ArticlePreventive medicine reports
Daily Patterns of Physical Activity by Type 2 Diabetes Definition: Comparing Diabetes, Prediabetes, and Participants with Normal Glucose Levels in NHANES 2003-2006.
Article in Preventive medicine reports. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 1 of them a synthesis that pooled it.
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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.
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Who cites it
21 citing papers in PubMed, 1 synthesis or guideline pooled it, 34 citations in OpenAlex.
- Double or hybrid diabetes: A systematic review on disease prevalence, characteristics and risk factors.Nutrition & diabetes · 2019Pooled it
- An Evaluation of Accelerometer-derived Metrics to Assess Daily Behavioral Patterns.Medicine and science in sports and exercise · 2017Trial
- Exploring Links between Brain Image-Derived Phenotypes and Accelerometer-Measured Physical Activity in the UK Biobank.bioRxiv : the preprint server for biology · 2026Article
- Detailed descriptions of physical activity patterns among individuals with diabetes and prediabetes: the Lolland-Falster Health Study.BMJ open diabetes research & care · 2023Article
- Electrically assisted cycling for individuals with type 2 diabetes mellitus: a pilot randomized controlled trial.Pilot and feasibility studies · 2023Article
- Sex and Age Differences in Association between Physical Activity and Metabolic Syndrome: Results from NHANES 2003-2006.Healthcare (Basel, Switzerland) · 2023Article
- Assessing adult physical activity and compliance with 2008 CDC guidelines using a Bayesian two-part measurement error model.Journal of applied statistics · 2023Article
- ''I felt marvellous e-cycling. If I had long hair I would have flicked it": a qualitative investigation of the factors associated with e-cycling engagement among adults with type 2 diabetes.Frontiers in sports and active living · 2023Article
- Surveillance of Physical Activity and Sedentary Behavior Among Youth and Adults in the United States: History and Opportunities.Journal of physical activity & health · 2021Review
- Trends in Meeting the Aerobic Physical Activity Guideline Among Adults With and Without Select Chronic Health Conditions, United States, 1998-2018.Journal of physical activity & health · 2021Article
- Organizing and analyzing the activity data in NHANES.Statistics in biosciences · 2019Article
- Walking as an Opportunity for Cardiovascular Disease Prevention.Preventing chronic disease · 2019Article
- Electrically assisted cycling for individuals with type 2 diabetes mellitus: protocol for a pilot randomized controlled trial.Pilot and feasibility studies · 2019Article
- Cross-Sectional and Longitudinal Association between Glycemic Status and Body Composition in Men: A Population-Based Study.Nutrients · 2018Article
- Hour-by-hour physical activity patterns of adults aged 45-65 years: a cross-sectional study.Journal of public health (Oxford, England) · 2018Article
- Potential of electric bicycles to improve the health of people with Type 2 diabetes: a feasibility study.Diabetic medicine : a journal of the British Diabetic Association · 2018Article
- Exercise as 'precision medicine' for insulin resistance and its progression to type 2 diabetes: a research review.BMC sports science, medicine & rehabilitation · 2018Review
- Daily physical activity and type 2 diabetes: A review.World journal of diabetes · 2016Review
- Physical activity, ambulation, and comorbidities in people with diabetes and lower-limb amputation.Journal of rehabilitation research and development · 2016Article
- Energy Expenditure in People with Diabetes Mellitus: A Review.Frontiers in nutrition · 2016Review
Corrections and comments
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Authors and funding
6 authors at 4 institutions in 1 country.
Funding
Abstract
objectiveDiabetes is associated with low levels of physical activity (PA), but detailed objective information about how PA patterns vary by diabetes definition is lacking.
methodsPA was measured with Actigraph accelerometers in older (60+) adults from the 2003-2006 National Health and Nutrition Examination Survey (n= 1,043) and analyzed in 2014. Diabetes definition (normal glucose levels, prediabetes, diabetes) was assessed (fasting glucose, hemoglobin A1C, and self-report). Accelerometer data were used to characterize total activity counts (TAC) per day and hour-by-hour activity counts by diabetes definition. Multiple linear regression models explored the relationship between diabetes definition and TAC.
resultsDespite similar patterns of PA, diabetes participants had significantly lower TAC compared to participants with normal glucose levels and prediabetes. Diabetes participants' activity counts per hour declined more rapidly after 12 pm, with the biggest differences between the groups occurring at 4 pm. Participants with normal glucose levels and prediabetes had similar TAC and daily PA profiles.
conclusionOur novel methodology provides information about PA patterns by diabetes definition. Significantly lower TAC in the diabetes group, their significant drop in afternoon PA, and the similarity of PA between participants with normal glucose levels and prediabetes provide insight into potential targets for intervention.
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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 Socratic graph.