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Accelerometer data collection and processing criteria to assess physical activity and other outcomes: a systematic review and practical considerations
Background Accelerometers are widely used to measure sedentary time, physical activity,
physical activity energy expenditure (PAEE), and sleep-related behaviors, with the …
physical activity energy expenditure (PAEE), and sleep-related behaviors, with the …
Sedentary behavior and public health: integrating the evidence and identifying potential solutions
Timely implementation of principles of evidence-based public health (EBPH) is critical for
bridging the gap between discovery of new knowledge and its application. Public health …
bridging the gap between discovery of new knowledge and its application. Public health …
Evaluation of raw acceleration sedentary thresholds in children and adults
The aim was to develop sedentary (sitting/lying) thresholds from hip and wrist worn raw tri‐
axial acceleration data from the ActiGraph and GENEActiv, and to examine the agreement …
axial acceleration data from the ActiGraph and GENEActiv, and to examine the agreement …
[HTML][HTML] Mobile sensing and support for people with depression: a pilot trial in the wild
Background: Depression is a burdensome, recurring mental health disorder with high
prevalence. Even in developed countries, patients have to wait for several months to receive …
prevalence. Even in developed countries, patients have to wait for several months to receive …
Validation of cut-points for evaluating the intensity of physical activity with accelerometry-based mean amplitude deviation (MAD)
Purpose Our recent study of three accelerometer brands in various ambulatory activities
showed that the mean amplitude deviation (MAD) of the resultant acceleration signal …
showed that the mean amplitude deviation (MAD) of the resultant acceleration signal …
[HTML][HTML] Calibration and validation of accelerometer-based activity monitors: A systematic review of machine-learning approaches
Background Objective measures using accelerometer-based activity monitors have been
extensively used in physical activity (PA) and sedentary behavior (SB) research. To measure …
extensively used in physical activity (PA) and sedentary behavior (SB) research. To measure …
Comparability of published cut‐points for the assessment of physical activity: Implications for data harmonization
This study aimed to compare estimations of sedentary time (SED) and time spent in physical
activity (PA) intensities in children with overweight/obesity across different age‐appropriate …
activity (PA) intensities in children with overweight/obesity across different age‐appropriate …
Reliable recognition of lying, sitting, and standing with a hip‐worn accelerometer
Hip‐worn accelerometers are widely used to estimate physical activity (PA), but the accuracy
of acceleration threshold‐based analysis is compromised when it comes to identifying …
of acceleration threshold‐based analysis is compromised when it comes to identifying …
Intensity thresholds on raw acceleration data: Euclidean norm minus one (ENMO) and mean amplitude deviation (MAD) approaches
Objectives (1) To develop and internally-validate Euclidean Norm Minus One (ENMO) and
Mean Amplitude Deviation (MAD) thresholds for separating sedentary behaviours from …
Mean Amplitude Deviation (MAD) thresholds for separating sedentary behaviours from …
[HTML][HTML] Effects of office workstation type on physical activity and stress
Objective Office environments have been causally linked to workplace-related illnesses and
stress, yet little is known about how office workstation type is linked to objective metrics of …
stress, yet little is known about how office workstation type is linked to objective metrics of …