Evidence map›Paper›PMID 42422871›Full record

ArticleAntimicrobial stewardship & healthcare epidemiology : ASHE2026

Development and implementation of a nurse-led clinical decision support tool for urinary tract infection.

Lei A Qin, Marguerite Balasta, Alison Purcell, Cara Curley, Rani Patel, Nathanael Koelper, Rebecca Hamm Feldman, Shafinaz Akhter, Lily A Arya

Abstract read
In one paragraph

Article in Antimicrobial stewardship & healthcare epidemiology : ASHE, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

9 authors.

Lei A QinUniversity of Pennsylvania Perelman School of Medicine, USA.ORCID https://orcid.org/0000-0002-1754-7083
Marguerite BalastaUniversity of Pennsylvania Perelman School of Medicine, USA.ORCID https://orcid.org/0009-0003-4559-6338
Alison PurcellUniversity of Pennsylvania Perelman School of Medicine, USA.ORCID https://orcid.org/0009-0000-2069-1767
Cara CurleyUniversity of Pennsylvania Perelman School of Medicine, USA.ORCID https://orcid.org/0000-0002-8850-8372
Rani PatelObstetrics and Gynecology, University of Pennsylvania Perelman School of Medicine, USA.ORCID https://orcid.org/0009-0003-5271-6019
Nathanael KoelperUniversity of Pennsylvania Perelman School of Medicine, USA.
Rebecca Hamm FeldmanUniversity of Pennsylvania Perelman School of Medicine, USA.ORCID https://orcid.org/0000-0002-2587-2054
Shafinaz AkhterUniversity of Pennsylvania Perelman School of Medicine, USA.
Lily A AryaUniversity of Pennsylvania Perelman School of Medicine, USA.ORCID https://orcid.org/0000-0001-8838-3138

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: Ordering urine cultures in the absence of urinary symptoms contributes to unnecessary antibiotic prescribing for urinary tract infection (UTI). The aim of this study was to develop and implement an electronic health record (EHR)-integrated, nurse-led clinical decision support (CDS) tool for UTI symptom triage to support outpatient antibiotic stewardship. Design: Exploratory sequential mixed-methods study. Setting: Urban academic family medicine practice. Participants: Eleven nurses. Methods: In the qualitative phase, workflow mapping and semi-structured interviews informed development of an EHR-integrated CDS consisting of a symptom score calculator and triage algorithm. In the quantitative phase, implementation was evaluated using a pre-post design with interrupted time series analysis over 15 months. Implementation outcomes included adoption, fidelity, and usability. Clinical outcomes included symptom documentation, urine testing practices, and antibiotic prescribing. Safety outcomes included pyelonephritis within 30 days. Results: Qualitative analysis identified four barriers: incomplete symptom documentation, reflexive urine testing, medicolegal concerns about missing pyelonephritis, and patient pressure for antibiotics. The CDS was adopted by all nurses, with 77.8% fidelity and high usability. Documentation of ≥2 UTI-specific symptoms increased at implementation with sustained improvement (slope + 2.4%/month; 95% CI, 0.1-4.7). Urine cultures without microscopy showed sustained reduction (slope -5.5%/month; 95% CI, -7.9 to -3.2). Antibiotic prescribing for asymptomatic bacteriuria decreased (20% to 3%; Conclusions: Nurse-led, EHR-integrated clinical decision support for UTI triage was associated with sustained improvements in symptom documentation, reduced unnecessary urine culture ordering, and decreased antibiotic treatment of asymptomatic bacteriuria without compromising safety.

Identifiers

PMID42422871
PMCPMC13343335

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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.