A Critical Review of Ultra-Short-Term Heart Rate Variability Norms Research
Критический обзор исследований нормативов ультракороткосрочной вариабельности сердечного ритма
2020-11-19
SCID: 54.1/37jnk6kc
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artifact controlcriterion validitylimits of agreementmeasurement biasultra-short-term heart rate variability
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Abstract (AI)
Heart rate variability (HRV) is the fluctuation in time between successive heartbeats and is defined by interbeat intervals. Researchers have shown that short-term (~5-min) and long-term (≥ 24-h) HRV measurements are associated with adaptability, health, mobilization, and use of limited regulatory resources, and performance. Long-term HRV recordings predict health outcomes heart attack, stroke, and all-cause mortality. Despite the prognostic value of long-term HRV assessment, it has not been broadly integrated into mainstream medical care or personal health monitoring. Although short-term HRV measurement does not require ambulatory monitoring and the cost of long-term assessment, it is underutilized in medical care. Among the diverse reasons for the slow adoption of short-term HRV measurement is its prohibitive time cost (~5 min). Researchers have addressed this issue by investigating the criterion validity of ultra-short-term (UST) HRV measurements of less than 5-min duration compared with short-term recordings. The criterion validity of a method indicates that a novel measurement procedure produces comparable results to a currently validated measurement tool. We evaluated 28 studies that reported UST HRV features with a minimum of 20 participants, of these 17 did not investigate criterion validity and 8 primarily used correlational and/or group difference criteria. The correlational and group difference criteria were insufficient because they did not control for measurement bias. Only three studies used a limits of agreement (LOA) criterion that specified a priori an acceptable difference between novel and validated values in absolute units. Whereas the selection of rigorous criterion validity methods is essential, researchers also need to address such issues as acceptable measurement bias and control of artifacts. UST measurements are proxies of proxies. They seek to replace short-term values which, in turn, attempt to estimate long-term metrics. Further adoption of UST HRV measurements requires compelling evidence that these metrics can forecast real-world health or performance outcomes. Furthermore, a single false heartbeat can dramatically alter HRV metrics. UST measurement solutions must automatically edit artifactual interbeat interval values otherwise HRV measurements will be invalid. These are the formidable challenges that must be addressed before HRV monitoring can be accepted for widespread use in medicine and personal health care.
Key Findings
1
Among 28 reviewed UST HRV studies with at least 20 participants, 17 did not assess criterion validity, while eight mainly relied on correlations or group differences.
2
Correlation and group-difference analyses were deemed insufficient for criterion validity because they did not control for measurement bias.
3
Only three studies used limits-of-agreement criteria with an a priori acceptable difference specified in absolute units.
4
Ultra-short-term HRV measurements under five minutes are being investigated as time-efficient substitutes for approximately five-minute short-term recordings.
5
Validating UST HRV requires rigorous assessment of acceptable measurement bias and artifact control; UST values are proxies for short-term measures that themselves estimate long-term HRV metrics.
Research Object
ultra-short-term heart rate variability measurements
Research Subject
criterion validity, measurement bias, limits of agreement, and artifact control in ultra-short-term HRV measurements compared with validated short-term recordings
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2020-11-19
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