Giffuni Jamie, McMurray Robert G, Schwartz Todd, Berry Diane
Department of Exercise and Sport Science, University of North Carolina, NC, USA.
Department of Biostatistics, University of North Carolina, NC, USA; School of Nursing, University of North Carolina, NC, USA.
Int J Exerc Sci. 2012 Apr 15;5(2):170-182. doi: 10.70252/GQQT2268. eCollection 2012.
Weight, body fatness and ambulatory pattern all have the potential to affect accelerometer output and cause differences in output between overweight and normal-weight adults. The purpose of this study was to determine if Actical (Philips Respironics, Bend, OR) activity count cut-points for moderate and vigorous intensity exercise are different for overweight adults compared to normal-weight adults. Overweight adults with BMI >25 kg/m (n=29) and Normal-Weight adults (n=25) walked at 3.2 and 4.8 km·h and ran at 6.4 km·h on a treadmill while simultaneously wearing an Actical accelerometer and obtaining measurements of oxygen uptake. Counts per minute (counts·min) were determined at 3 METS (moderate) and 6 METS (vigorous) using ROC curves. The counts·min at 3 METs was 1726 and 1923 counts·min for Overweight and Normal-Weight groups, respectively. The cut-points at 6 METs were 4117 and 4032 counts·min for Overweight and Normal-Weight groups, respectively. The differences between groups were not statistically significant (p>0.73 for both). Correlations between BMI and counts·min were not significant (p>0.05) at any speed for the Normal-Weight group but were significant at 3.2 and 4.8 km·h for the Overweight group. Although there appears to be some relationship between activity counts·min and BMI, the results suggest that similar cut-points may be used for normal weight and overweight adults. However, the greater variability in counts at each speed and lower ROC curve areas for overweight adults suggest that it is harder to classify the activity intensity of overweight subjects compared to normal weight subjects.
体重、体脂率和行走模式都有可能影响加速度计的输出,并导致超重和正常体重成年人之间的输出差异。本研究的目的是确定超重成年人与正常体重成年人相比,用于中度和剧烈强度运动的Actical(飞利浦伟康公司,俄勒冈州本德市)活动计数切点是否不同。体重指数(BMI)>25 kg/m²的超重成年人(n = 29)和正常体重成年人(n = 25)在跑步机上以3.2和4.8 km/h的速度行走,并以6.4 km/h的速度跑步,同时佩戴Actical加速度计并测量摄氧量。使用ROC曲线在3代谢当量(中度)和6代谢当量(剧烈)下确定每分钟计数(计数·分钟)。超重组和正常体重组在3代谢当量时的计数·分钟分别为1726和1923计数·分钟。超重组和正常体重组在6代谢当量时的切点分别为4117和4032计数·分钟。两组之间的差异无统计学意义(两者p>0.73)。正常体重组在任何速度下BMI与计数·分钟之间的相关性均无统计学意义(p>0.05),但超重组在3.2和4.8 km/h时具有统计学意义。尽管活动计数·分钟与BMI之间似乎存在某种关系,但结果表明,正常体重和超重成年人可能使用相似的切点。然而,超重成年人在每个速度下计数的变异性更大,ROC曲线面积更低,这表明与正常体重受试者相比,超重受试者的活动强度更难分类。