Evidence mapPaperPMID 36044216Full record

ArticleJAMA network open2022

Association of an Automated Blood Pressure Measurement Quality Improvement Program With Terminal Digit Preference and Recorded Mean Blood Pressure in 11 Clinics.

Thomas E Kottke, Jeffrey P Anderson, Jacob D Zillhardt, JoAnn M Sperl-Hillen, Patrick J O'Connor, Beverly B Green, Rae Ann Williams, Beth M Averbeck, Michael N Stiffman, MarySue Beran and 2 more

Open access · goldAbstract read
In one paragraph

Article in JAMA network open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
1.6field-weighted citation impact, top 15% of its field
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

9 citing papers in PubMed, 11 citations in OpenAlex.

  1. Article
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  9. Peak home blood pressure: new heights for SMBP.Hypertension research : official journal of the Japanese Society of Hypertension · 2023
    Article
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

12 authors at 4 institutions in 1 country.

Thomas E KottkeHealthPartners Institute, Minneapolis, Minnesota.
Jeffrey P AndersonHealthPartners Institute, Minneapolis, Minnesota.
Jacob D ZillhardtHealthPartners Institute, Minneapolis, Minnesota.
JoAnn M Sperl-HillenHealthPartners Institute, Minneapolis, Minnesota.
Patrick J O'ConnorHealthPartners Institute, Minneapolis, Minnesota.
Beverly B GreenKaiser Permanente Washington Health Research Institute, Seattle.
Rae Ann WilliamsHealthPartners, Minneapolis, Minnesota.
Beth M AverbeckHealthPartners, Minneapolis, Minnesota.
Michael N StiffmanHealthPartners, Minneapolis, Minnesota.
MarySue BeranPark Nicollet Health Services, Saint Louis Park, Minnesota.
Michael RakotzAmerican Medical Association, Chicago, Illinois.
Karen L MargolisHealthPartners Institute, Minneapolis, Minnesota.
HealthPartners · USAmerican Medical Association · USKaiser Permanente Washington Health Research Institute · USPark Nicollet Health Services · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Terminal digit preference has been shown to be associated with inaccurate blood pressure (BP) recording. Objective: To evaluate whether converting from manual BP measurement with aneroid sphygmomanometers to automated BP measurement was associated with terminal digit preference, mean levels of recorded BP, and the rate at which hypertension was diagnosed. Design, Setting, and Participants: This quality improvement study was conducted from May 9, 2021, to March 24, 2022, using interrupted time series analysis of medical record data from 11 primary care clinics in a single health care system from April 2008 to April 2015. The study population was patients aged 18 to 75 years who had their BP measured and recorded at least once during the study period. Exposures: Manual BP measurement before April 2012 vs automated BP measurement with the Omron HEM-907XL monitor from May 2012 to April 2015. Main Outcomes and Measures: The main outcome was the distribution of terminal digits and mean systolic BP (SBP) values obtained during 4 years of manual measurement vs 3 years of automated measurement, assessed using a generalized linear mixed regression model with a random intercept for clinic and adjusted for seasonal fluctuations and patient demographic and clinical characteristics. Results: The study included 1 541 227 BP measurements from 225 504 unique patients during the entire study period, with 849 978 BP measurements from 165 137 patients (mean [SD] age, 47.1 [15.2] years; 58.2% female) during the manual measurement period and 691 249 measurements from 149 080 patients (mean [SD] age, 48.4 [15.3] years; 56.3% female) during the automated measurement period. With manual measurement, 32.8% of SBP terminal digits were 0 (20% was the expected value because nursing staff was instructed to record BP to the nearest even digit). This proportion decreased to 12.4% during the automated measurement period (expected value, 10%) when both even and odd digits were to be recorded. After automated measurement was implemented, the mean SBP estimated with statistical modeling increased by 5.09 mm Hg (95% CI, 4.98-5.19 mm Hg). Fewer BP values recorded during the automated than the manual measurement period were below 140/90 mm Hg (69.9% vs 84.3%; difference, -14.5%; 95% CI, -14.6% to -14.3%) and below 130/80 mm Hg (42.1% vs 60.0%; difference, -17.9%; 95% CI, -18.0% to -17.7%). The proportion of patients with a diagnosis of hypertension was 4.3 percentage points higher (23.4% vs 19.1%) during the automated measurement period. Conclusions and Relevance: In this quality improvement study, automated BP measurement was associated with decreased terminal digit preference and significantly higher mean BP levels. The method of BP measurement was also associated with the rate at which hypertension was diagnosed. These findings may have implications for pay-for-performance programs, which may create an incentive to record BP levels that meet a particular goal and a disincentive to adopt automated measurement of BP.

Indexed as

HypertensionQuality ImprovementBlood PressureBlood Pressure DeterminationFemaleHumansMaleMiddle AgedReimbursement, Incentive

Identifiers

PMID36044216
PMCPMC9434355
OpenAlexW4293802723

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.