J Phys Act Health. 2021 Apr 9;18(5):488-494. doi: 10.1123/jpah.2019-0486. Print 2021 May 1.
Tummy time is recommended by the World Health Organization as part of its global movement guidelines for infant physical activity. To enable objective measurement of tummy time, accelerometer wear and nonwear time requires validation. The purpose of this study was to validate GENEActiv wear and nonwear time for use in infants.
The analysis was conducted on accelerometer data from 32 healthy infants (4-25 wk) wearing a GENEActiv (right hip) while completing a positioning protocol (3 min each position). Direct observation (video) was compared with the accelerometer data. The accelerometer data were analyzed by receiver operating characteristic curves to identify optimal cut points for second-by-second wear and nonwear time. Cut points (accelerometer data) were tested against direct observation to determine performance. Statistical analysis was conducted using leave-one-out validation and Bland-Altman plots.
Mean temperature (0.941) and z-axis (0.889) had the greatest area under the receiver operating characteristic curve. Cut points were 25.6°C (temperature) and -0.812g (z-axis) and had high sensitivity (0.84, 95% confidence interval, 0.838-0.842) and specificity (0.948, 95% confidence interval, 0.944-0.948).
Analyzing GENEActiv data using temperature (>25.6°C) and z-axis (greater than -0.812g) cut points can be used to determine wear time among infants for the purpose of measuring tummy time.
世界卫生组织(WHO)建议将腹部时间作为其全球婴儿体育活动指导方针的一部分。为了实现对腹部时间的客观测量,需要对加速度计的佩戴和不佩戴时间进行验证。本研究的目的是验证 GENEActiv 佩戴和不佩戴时间在婴儿中的适用性。
对 32 名佩戴 GENEActiv(右髋部)的健康婴儿(4-25 周)完成定位方案(每种姿势 3 分钟)时的加速度计数据进行了分析。将直接观察(视频)与加速度计数据进行了比较。通过受试者工作特征曲线分析来确定每秒钟佩戴和不佩戴时间的最佳截断点。使用直接观察来测试截断点(加速度计数据)以确定性能。使用留一法验证和 Bland-Altman 图进行统计分析。
平均温度(0.941)和 Z 轴(0.889)具有最大的受试者工作特征曲线下面积。截断点为 25.6°C(温度)和-0.812g(Z 轴),具有较高的灵敏度(0.84,95%置信区间为 0.838-0.842)和特异性(0.948,95%置信区间为 0.944-0.948)。
使用温度(>25.6°C)和 Z 轴(大于-0.812g)截断点分析 GENEActiv 数据可用于确定婴儿佩戴时间,以测量腹部时间。