Evidence map›Paper›PMID 42238732›Full record

ArticleAntimicrobial stewardship & healthcare epidemiology : ASHE2026

Stewardship in your pocket: launching Colorado's free antimicrobial mobile application.

Joana Dimo, Sarah K Parker, Matthew J Weber, Matthew A Miller, Kira E Frappa, Christine E MacBrayne, Katherine C Shihadeh, Margeret M Cooper, Lauren R Biehle, Timothy C Jenkins and 2 more

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.

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

12 authors.

Joana DimoPediatric Infectious Diseases, University of Colorado School of Medicine: University of Colorado Anschutz Medic, USA.ORCID https://orcid.org/0009-0008-4279-0393
Sarah K ParkerPediatric Infectious Diseases, University of Colorado School of Medicine: University of Colorado Anschutz Medic, USA.ORCID https://orcid.org/0000-0001-9543-0158
Matthew J WeberPediatric Infectious Diseases, University of Colorado School of Medicine: University of Colorado Anschutz Medic, USA.
Matthew A MillerPharmacy, University of Colorado School of Medicine: University of Colorado Anschutz Medic, USA.
Kira E FrappaPharmacy, University of Colorado School of Medicine: University of Colorado Anschutz Medic, USA.ORCID https://orcid.org/0000-0002-6152-5690
Christine E MacBraynePharmacy, University of Colorado School of Medicine: University of Colorado Anschutz Medic, USA.ORCID https://orcid.org/0009-0005-8410-197X
Katherine C ShihadehPharmacy, Denver Health Medical Center: Denver Health Main Campus, USA.ORCID https://orcid.org/0009-0003-9375-680X
Margeret M CooperPharmacy, Denver Health Medical Center: Denver Health Main Campus, USA.ORCID https://orcid.org/0000-0003-1735-5468
Lauren R BiehleColorado Department of Public Health and Environment, USA.ORCID https://orcid.org/0000-0003-1608-1290
Timothy C JenkinsDenver Health Medical Center: Denver Health Main Campus, USA.ORCID https://orcid.org/0000-0002-1029-7085
Michael J BozzellaPediatric Infectious Diseases, University of Colorado School of Medicine: University of Colorado Anschutz Medic, USA.ORCID https://orcid.org/0000-0003-4248-2637
Leigh Anne BakelHospital Medicine, University of Colorado School of Medicine: University of Colorado Anschutz Medic, USA.ORCID https://orcid.org/0000-0001-9251-3222

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: The aim was to describe the development and implementation of Firstline (www.Firstline.org), a mobile antimicrobial stewardship (ASP) application (app) created to address barriers to robust ASP in Colorado hospitals. Design: A mixed-methods pragmatic implementation study using the RE-AIM (Reach, Effectiveness, Adoption, Implementation, Maintenance) framework was conducted from October 2023-December 2025. Methods: ASP teams at Children's Hospital Colorado and Denver Health partnered with Firstline to develop the app using locally curated content. The app launched in October 2023 with a multifaceted dissemination campaign. Reach was assessed using geocoded user data. Effectiveness and adoption were evaluated using cross-sectional surveys at two time points. Implementation was characterized by analyzing utilization patterns. Maintenance was assessed by tracking monthly active users over two years. Results: Within the first year, 4,409 unique Colorado users downloaded the app, representing 15% of state clinicians (19% in Denver Metro; 5-17% in rural regions). Survey respondents (n = 215) reported high satisfaction: 63.9% and 72.9% found the app very easy to use, 71.3% and 83.2% reported enhanced antibiotic selection knowledge, and 100% advocated for ongoing support. Among respondents, 10% reported their facilities had formally adopted Firstline guidelines. The most frequently accessed content included common, high-impact infections. Monthly active users remained stable (average 871) over two years. Conclusions: We demonstrated use of Firstline across Colorado, with increasing engagement in rural areas. High user satisfaction, sustained engagement, and emerging institutional adoption suggest this "stewardship in your pocket" model offers a unique, scalable approach to extending ASP support beyond academic medical centers.

Identifiers

PMID42238732
PMCPMC13227117

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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.