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Cardiometabolic thresholds for peak 30-min cadence and steps/day
- Source :
- PLoS ONE, PLoS ONE, Vol 14, Iss 8, p e0219933 (2019)
- Publication Year :
- 2019
-
Abstract
- PurposeTo provide empirically-supported thresholds for step-based intensity (i.e., peak 30-min cadence; average of the top 30 steps/min in a day) and steps/day in relation to cardiometabolic health outcomes.MethodsReceiver operating characteristic curve analysis was applied to the National Health and Nutrition Examination Survey (NHANES) 2005-2006 accelerometer-derived step data to determine steps/day and peak 30-min cadence as risk screening values (i.e., thresholds) for fasting glucose, body mass index, waist circumference, high blood pressure, triglycerides, and HDL cholesterol. Thresholds for peak 30-min cadence and steps/day were derived that, when exceeded, classify the absence of each cardiometabolic risk factor. Additionally, logistic regression models that included the influence of age and smoking were developed using the sample weights, primary sampling units (PSUs), and stratification variables provided by the NHANES survey. Finally, a decision tree analysis was performed to delineate criteria for at-risk versus healthy populations using cadence bands.ResultsPeak 30-min cadence thresholds across cardiometabolic outcomes ranged from 66-72 steps/min. Steps/day thresholds ranged from 4325-6192 steps/day. Higher thresholds were observed in men compared to women. In men, higher steps/day thresholds were observed in age ranges of 30-39, while in women, higher thresholds were observed in the age-range 50-59 years. Decision trees for classifying being at low risk for metabolic syndrome contained one risk-free leaf at higher cadence bands, specifically for any time accumulated at ≥120 steps/min.ConclusionsMinimum thresholds representing absence of cardiometabolic risk range from 4325-6192 steps/day and 66-72 steps/min for peak 30-min cadence. Any time accumulated at ≥120 steps/min was associated with an absence of cardiometabolic risk. Although based on cross-sectional data, these thresholds represent potentially important and clinically interpretable daily physical activity goals.
- Subjects :
- Male
Decision Analysis
Epidemiology
Physiology
Health Status
Blood Pressure
Walking
Logistic regression
Cardiovascular System
Vascular Medicine
Biochemistry
0302 clinical medicine
Glucose Metabolism
Risk Factors
Accelerometry
Medicine and Health Sciences
Public and Occupational Health
030212 general & internal medicine
Metabolic Syndrome
Multidisciplinary
Middle Aged
Nutrition Surveys
Lipids
Cholesterol
Cardiology
Medicine
Engineering and Technology
Carbohydrate Metabolism
Female
Cadence
Management Engineering
Research Article
Adult
medicine.medical_specialty
Waist
National Health and Nutrition Examination Survey
Science
Physical activity
Research and Analysis Methods
Fasting glucose
03 medical and health sciences
Internal medicine
medicine
Humans
Receiver operating characteristic
business.industry
Biological Locomotion
Decision Trees
Biology and Life Sciences
030229 sport sciences
Physical Activity
Health Surveys
Metabolism
ROC Curve
Metabolic Disorders
Medical Risk Factors
business
Body mass index
Subjects
Details
- ISSN :
- 19326203 and 20052006
- Volume :
- 14
- Issue :
- 8
- Database :
- OpenAIRE
- Journal :
- PloS one
- Accession number :
- edsair.doi.dedup.....0524b4d61c569f0821b42ba9252088d2