Evidence map›Paper›PMID 41238239›Full record

ArticleJACC. Case reports2025

Improving Cardiovascular Quality Through Real-Time Data and Provider Engagement.

Sarah E Demmin, Bethany Zigler, Karen Motley, Todd Schnitz, Shauna Robinson

Abstract readCase Reports
In one paragraph

Article in JACC. Case reports, 2025. 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.

Sarah E DemminQ-Centrix, Chicago, Illinois, USA. Electronic address: sdemmin@q-centrix.com.
Bethany ZiglerQ-Centrix, Chicago, Illinois, USA.
Karen MotleyUniversity of Florida Health, Gainesville, Florida, USA.
Todd SchnitzUniversity of Florida Health, Gainesville, Florida, USA.
Shauna RobinsonQ-Centrix, Chicago, Illinois, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundReal-time access to cardiovascular quality metrics may improve compliance with guideline-directed care. PROJECT RATIONALE: At University of Florida Health at Leesburg and Spanish Plaines, variability in door-to-balloon time and discharge medication adherence, combined with delays in feedback and limited transparency, prompted the launch of a structured quality improvement initiative. PROJECT SUMMARY: The intervention used Q-Centrix's Q-Apps Exception Reporting, which identifies outliers and documentation gaps as data are collected, without waiting for registry submission. Cardiologist-specific scorecards, one-on-one cardiologist feedback loops, leadership review, and ongoing monitoring were incorporated to improve transparency and drive engagement. Outcomes assessed included compliance with door-to-balloon times, discharge medication offering, major adverse events, bleeding, mortality, and provider compliance scores. Metrics from 5 quarters preintervention (Q1 2023-Q1 2024) were compared with 5 quarters postintervention (Q2 2024-Q2 2025) using the Fisher exact test and the Skillings-Mack test. TAKE-HOME MESSAGE: Real-time feedback combined with structured cardiologist engagement improved adherence to American College of Cardiology quality metrics and physician compliance scores.

Indexed as

audit-feedbackexception reportingoutcomes monitoringperformance improvementphysician complianceregistry reporting

Identifiers

PMID41238239
PMCPMC12676150

What OpenQuestion holds

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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 OpenQuestion graph.