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Full-Text Articles in Physiology
Estimating Physical Activity And Sleep Using The Combination Of Movement And Heart Rate: A Systematic Review And Meta-Analysis, James W. White Iii, Christopher D. Pfledderer, Parker Kinard, Michael W. Beets, Lauren Von Klinggraeff, Bridget Armstrong, Elizabeth L. Adams, Gregory J. Welk, Sarah Burkart, R. Glenn Weaver
Estimating Physical Activity And Sleep Using The Combination Of Movement And Heart Rate: A Systematic Review And Meta-Analysis, James W. White Iii, Christopher D. Pfledderer, Parker Kinard, Michael W. Beets, Lauren Von Klinggraeff, Bridget Armstrong, Elizabeth L. Adams, Gregory J. Welk, Sarah Burkart, R. Glenn Weaver
International Journal of Exercise Science
International Journal of Exercise Science 16(7): 1514-1539, 2023. The purpose of this meta-analysis was to quantify the difference in physical activity and sleep estimates assessed via 1) movement, 2) heart rate (HR), or 3) the combination of movement and HR (MOVE+HR) compared to criterion indicators of the outcomes. Searches in four electronic databases were executed September 21-24 of 2021. Weighted mean was calculated from standardized group-level estimates of mean percent error (MPE) and mean absolute percent error (MAPE) of the proxy signal compared to the criterion measurement method for physical activity, HR, or sleep. Standardized mean difference (SMD) effect sizes …