Evidence map›Paper›PMID 42449230›Full record

ArticleBMC cardiovascular disorders2026

Reliability and device objectivity in oscillatory blood pressure measurement - a measurement error analysis to inform clinical decision making.

Konstantin Warneke, Niklas Lebelt, Franz Liebermann, Benjamin Jöst, Marco Herbsleb

Abstract readComparative Study
In one paragraph

Article in BMC cardiovascular disorders, 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

5 authors.

Konstantin WarnekeInstitute of Sustainability Psychology (ISP), Leuphana University Lüneburg, Lüneburg, Germany.ORCID http://orcid.org/0000-0003-4964-2867
Niklas LebeltDepartment for Human Movement Science and Exercise Physiology, Friedrich Schiller University Jena, Jena, Germany. Niklas.lebelt@uni-jena.de.ORCID http://orcid.org/0009-0002-4261-0862
Franz LiebermannDepartment for Human Movement Science and Exercise Physiology, Friedrich Schiller University Jena, Jena, Germany.ORCID http://orcid.org/0009-0005-7614-6916
Benjamin JöstDepartment for Human Movement Science and Exercise Physiology, Friedrich Schiller University Jena, Jena, Germany.ORCID http://orcid.org/0009-0006-4653-785X
Marco HerbslebDepartment of Sports Medicine and Health Promotion, Friedrich Schiller University Jena, Jena, Germany.ORCID http://orcid.org/0009-0009-4376-8582

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The implementation of different hypertension thresholds (e.g. ESC/ESH: 140:90 or ACC/AHH: 130:80) substantially increased hypertension prevalence donation of pharmacological treatment across various populations. Under narrow margins of only 10mmHg, measurement accuracy and reliability become decisive for clinical decision-making. However, detailed information on systematic and random errors naturally occurring in clinical practice under repeated testing conditions remain widely limited.To provide practically relevant insights, 65 participants were recruited for visited the lab four times with one un-standardized arrival measurement to mimic oftentimes observed clinical real-world scenarios followed by four standardized measurements performed in adherence with current guidelines. Tests were performed with two certified blood pressure devices, each on two testing days to quantify intra- and interday, as well as interdevice measurement errors via relative reliability and systematic and random measurement errors.Insufficient pre-measurement rest periods caused clinically relevant systematic blood pressure enhancements. Within a subsequent 10-18 min rest, the blood pressure was reliably reduced with about 10 mmHg on both days and both devices. However, the Boso Medicus testing device showed consistently higher blood pressure values with 13mmHg compared to the Welch Allyn monitor.Although measurements could be replicated inter-day in both devices, substantial interdevice discrepancies and clinically relevant random errors were observed, that can cause false-positive hypertension diagnoses, especially when pre-measurement rest was insufficient. Results underscore the relevance of performing several blood pressure assessments (per day and on different days) to account for random measurement errors and reduce the risk of inappropriate clinical decision-making and unnecessary treatment escalation.

Indexed as

Blood PressureBlood Pressure DeterminationBlood Pressure MonitorsClinical Decision-MakingHypertensionAgedClinical RelevanceEquipment DesignFemaleHumansMaleMiddle AgedObserver VariationOscillometryPredictive Value of TestsReproducibility of ResultsHypertension; standardized measurementNon-invasive blood pressureSystolic blood pressure

Identifiers

PMID42449230
PMCPMC13366944

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Registered trials

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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.