Overestimation of Mean Heart Rate by the Arithmetic Average of Beat-By-Beat Sampled Heart Rate Values

H. Stauss, K. Rarick
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Abstract

The arithmetic average of beat-by-beat sampled heart rate (HR) values overestimates true HR defined as number of heart beats per time unit. The aims of this study were to (1) estimate the magnitude of overestimation; (2) illustrate the significance of this issue using data from patients with congestive heart failure (CHF) and control subjects; and (3) outline approaches to correctly calculate mean HR. Linear regression analysis of computer-generated time series, representing beat-by-beat HR values in humans, rats, and mice, revealed that the difference between the arithmetic average of beat-by-beat sampled HR values and the true mean HR (error e) can be approximated by the variance (σ 2 ) divided by the arithmetic average (µ) of the beat-by-beat HR values (e = σ 2 /µ). True mean HR was higher in patients with CHF (92.9±4.3 bpm) than in control subjects (82.6±2.1 bpm, P=0.045). However, if mean HR was calculated as arithmetic average of the beat-by-beat HR values the difference in mean HR was no longer significant (93.4±4.4 bpm in CHF vs. 83.8±2.1 bpm in controls, P=0.059). In conclusion, the arithmetic average of beat-by-beat sampled HR values overestimates true HR by approximately the ratio of σ 2 to µ of the beat-by-beat HR values. Thus, the error (e) is largest in subjects with high HR variability and low average HR and may affect interpretation of mean HR values in studies investigating populations of subjects with differing HR variability, such as CHF patients vs. healthy subject or old vs. young subjects.
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用逐拍采样心率值的算术平均值高估平均心率
按次心跳采样心率(HR)值的算术平均值高估了定义为每单位时间内心跳次数的真实HR。本研究的目的是:(1)估计高估的程度;(2)利用充血性心力衰竭(CHF)患者和对照组的数据说明这一问题的重要性;(3)概述了正确计算平均人力资源的方法。对计算机生成的人类、大鼠和小鼠的心跳率时间序列进行线性回归分析,发现心跳率采样值的算术平均值与真实平均心率(误差e)的差值可以近似为方差(σ 2)除以心跳率的算术平均值(e = σ 2 /µ)。CHF患者的真实平均心率(92.9±4.3 bpm)高于对照组(82.6±2.1 bpm, P=0.045)。然而,如果将平均HR计算为逐搏心率值的算术平均值,则平均HR的差异不再显著(CHF组93.4±4.4 bpm vs对照组83.8±2.1 bpm, P=0.059)。综上所述,逐拍采样HR值的算术平均值高估了真实HR值,其近似于逐拍HR值的σ 2与µ之比。因此,误差(e)在人力资源高变异性和平均人力资源低的受试者中最大,并可能影响在调查具有不同人力资源变异性的受试者群体(如心力衰竭患者与健康受试者或老年人与年轻人受试者)的研究中对平均人力资源值的解释。
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Open Hypertension Journal
Open Hypertension Journal Medicine-Cardiology and Cardiovascular Medicine
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