Evidence map›Paper›PMID 42280898›Full record

ArticleSensors (Basel, Switzerland)2026

A Speed-Dependent Assessment of E-Textile-Based Sensor Technology: Validity of the Prevayl Wearable Heart Rate Monitor.

Louise C Burgess, Matthew Armstrong, Louise Beresford, Andrew J Callaway

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Louise C BurgessSchool of Allied Health and Exercise Science, Bournemouth University, Poole BH12 5BB, UK.ORCID 0000-0003-1870-9061
Matthew ArmstrongSchool of Allied Health and Exercise Science, Bournemouth University, Poole BH12 5BB, UK.ORCID 0000-0001-7759-444X
Louise BeresfordSchool of Allied Health and Exercise Science, Bournemouth University, Poole BH12 5BB, UK.ORCID 0009-0000-8100-2785
Andrew J CallawaySchool of Allied Health and Exercise Science, Bournemouth University, Poole BH12 5BB, UK.ORCID 0000-0003-0987-9608

Funding

Prevayl NA
6 · The paper itself

Abstract

backgroundThe use of wearable sensors to measure and monitor heart rate has exponentially grown in recent years, representing an inexpensive, time-efficient, and non-invasive method to assess the status of cardiovascular fitness and the autonomic nervous system. Validating new devices against a criterion standard, such as electrocardiography (ECG), is essential to ensure their accuracy and reliability. This study examined the accuracy and validity of the Prevayl heart rate monitor against 3-lead ECG.

methodsTwenty-six healthy adults (15 female, mean age 32.0 ± 10.4 years) completed a 16-min, incremental running test on a treadmill. Heart rate data were recorded simultaneously throughout the test via ECG and the Prevayl wearable and compared retrospectively. Beat count error (%), mean heart rate absolute error (beats per minute (bpm)), and percentage error (bpm) were calculated. In addition, a Bland-Altman analysis and Pearson's correlation coefficient were conducted to assess agreement and correlation, respectively.

resultsThe Prevayl device demonstrated a median beat count agreement of 100.5% with ECG (range: 98.6-104.4%; N

conclusionsThe Prevayl system provides valid measurements when compared to ECG during incremental running. This is demonstrated through strong correlations to ECG heart rate data at different speeds and with different analysis methods, supporting its use for monitoring cardiovascular responses during exercise.

Indexed as

Heart RateWearable Electronic DevicesAdultElectrocardiographyFemaleHumansMaleMonitoring, PhysiologicReproducibility of ResultsRunningECGe-textilesheart ratereliabilityvaliditywearable technology

Identifiers

PMID42280898
PMCPMC13259521

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.