Flatt Andrew A, Blalock Ann Claire E, Wade Allison N, Riemann Bryan L
Biodynamics and Human Performance Center, Department of Health Sciences and Kinesiology, Georgia Southern University, Armstrong Campus, 11935 Abercorn St., Savannah, GA 31419, USA.
Sensors (Basel). 2025 May 17;25(10):3165. doi: 10.3390/s25103165.
The Kairos wristband offers on-demand heart rate variability (HRV) assessment through its "Spot Check" feature, enabling standardized recordings for clinical, research, or self-tracking purposes, but its validity is untested. Therefore, we compared the Kairos wristband to electrocardiography (ECG) for resting HRV assessment in young adults, and investigated the influence of skin pigmentation (M-index) on measurement accuracy. Simultaneous 3 min Kairos and ECG samples were obtained in the supine (n = 32) and seated (n = 30) position. Comparisons included resting heart rate (RHR) and time domain (root-mean square of successive differences [RMSSD], standard deviation of normal RR intervals [SDNN]), frequency domain (low [LF] and high frequency [HF]), and non-linear (standard deviation 1 [SD1] and SD2) HRV metrics. RHR showed excellent agreement whereas HF, LF, and SD2 showed poor agreement. For the remaining metrics, SDNN showed the strongest absolute and relative agreement, followed by SD1 and RMSSD. However, most HRV metrics exhibited heteroscedasticity or proportional bias, with greater error and underestimation at higher HRV values. M-index was unrelated to method difference scores, except for seated SD2 ( = 0.01). The Kairos wristband can be used to measure RHR, but HRV assessment should be limited to SDNN for global variability and SD1 or RMSSD for cardiac-parasympathetic activity. However, these metrics should be interpreted within the level of agreement identified in this study, and with consideration of the observed trend of diminished accuracy with higher HRV values.
Kairos腕带通过其“即时检查”功能提供按需心率变异性(HRV)评估,可为临床、研究或自我跟踪目的进行标准化记录,但其有效性未经测试。因此,我们将Kairos腕带与心电图(ECG)进行比较,以评估年轻人静息时的HRV,并研究皮肤色素沉着(M指数)对测量准确性的影响。在仰卧位(n = 32)和坐位(n = 30)同时采集3分钟的Kairos和ECG样本。比较内容包括静息心率(RHR)和时域(逐次差值的均方根[RMSSD]、正常RR间期的标准差[SDNN])、频域(低频[LF]和高频[HF])以及非线性(标准差1[SD1]和SD2)HRV指标。RHR显示出极佳的一致性,而HF、LF和SD2显示出较差的一致性。对于其余指标,SDNN显示出最强的绝对和相对一致性,其次是SD1和RMSSD。然而,大多数HRV指标表现出异方差性或比例偏差,在较高HRV值时误差和低估更大。M指数与方法差异分数无关,坐位SD2除外( = 0.01)。Kairos腕带可用于测量RHR,但HRV评估应仅限于使用SDNN评估整体变异性,使用SD1或RMSSD评估心脏副交感神经活动。然而,这些指标应在本研究确定的一致性水平内进行解释,并考虑到观察到的随着HRV值升高准确性降低的趋势。