Evidence map›Paper›PMID 42488788›Full record

ArticleJAC-antimicrobial resistance2026

Impact of an integrated electronic Clinical Decision Support System with proactive Antimicrobial Stewardship Feedback on prescribing appropriateness: a 2-year single-centre time-series analysis.

Marianna Meschiari, Lorenzo Onorato, Maddalena Albertini, Beatrice Fontana, Valentina Menozzi, Samuele Cantergiani, Mattia Simion, Antonella Santoro, Erica Franceschini, Gabriella Orlando and 12 more

Abstract read
In one paragraph

Article in JAC-antimicrobial resistance, 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

22 authors.

Marianna MeschiariUniversity of Modena and Reggio Emilia, Modena, Italy.ORCID https://orcid.org/0000-0002-1254-9995
Lorenzo OnoratoDepartment of Mental Health and Public Medicine, Section of Infectious Diseases, University of Campania Luigi Vanvitelli, Naples, Italy.
Maddalena AlbertiniInfectious Diseases Department, Azienda Ospedaliero-Universitaria di Modena, Modena, Italy.
Beatrice FontanaInfectious Diseases Department, Azienda Ospedaliero-Universitaria di Modena, Modena, Italy.
Valentina MenozziInfectious Diseases Department, Azienda Ospedaliero-Universitaria di Modena, Modena, Italy.
Samuele CantergianiUniversity of Modena and Reggio Emilia, Modena, Italy.
Mattia SimionInfectious Diseases Department, Azienda Ospedaliero-Universitaria di Modena, Modena, Italy.
Antonella SantoroInfectious Diseases Department, Azienda Ospedaliero-Universitaria di Modena, Modena, Italy.
Erica FranceschiniUniversity of Modena and Reggio Emilia, Modena, Italy.
Gabriella OrlandoInfectious Diseases Department, Azienda Ospedaliero-Universitaria di Modena, Modena, Italy.
Stefania CasolariInfectious Diseases Department, Azienda Ospedaliero-Universitaria di Modena, Modena, Italy.ORCID https://orcid.org/0000-0003-2494-464X
Adriana CervoInfectious Diseases Department, Azienda Ospedaliero-Universitaria di Modena, Modena, Italy.ORCID https://orcid.org/0000-0002-1384-7847
Marianna MenozziInfectious Diseases Department, Azienda Ospedaliero-Universitaria di Modena, Modena, Italy.
Andrea BediniInfectious Diseases Department, Azienda Ospedaliero-Universitaria di Modena, Modena, Italy.
Barbara BeghettoUniversity of Modena and Reggio Emilia, Modena, Italy.
Giulia NardiniUniversity of Modena and Reggio Emilia, Modena, Italy.
Enrica RoncagliaUniversity of Modena and Reggio Emilia, Modena, Italy.
Mario SartiClinical Microbiology Laboratory, Azienda Ospedaliero-Universitaria di Modena, Modena, Italy.
Jacopo BaldiClinical Pharmacology, Azienda Ospedaliero-Universitaria di Modena, Modena, Italy.
Laura CancianClinical Pharmacology, Azienda Ospedaliero-Universitaria di Modena, Modena, Italy.
Stefania CasiniClinical Pharmacology, Azienda Ospedaliero-Universitaria di Modena, Modena, Italy.
Cristina MussiniUniversity of Modena and Reggio Emilia, Modena, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: To assess whether an electronic Clinical Decision Support System (eCDSS), embedded within a hospital-wide antimicrobial stewardship (AMS) programme, can meaningfully reduce antimicrobial use and improve prescribing quality in routine clinical practice. Methods: We conducted a prospective quasi-experimental interrupted time-series study in a 1200-bed tertiary-care hospital in Italy (April 2022-April 2024). The eCDSS, integrated into computerized order entry and linked to pharmacy data, triggered real-time identification of high-impact antimicrobial prescriptions and enabled infectious diseases (IDs)-led prospective audit and feedback. Primary outcomes were overall antibiotic use and carbapenem consumption; secondary outcomes included guideline adherence, stewardship intensity, antimicrobial duration and costs. Results: Across 5890 prescriptions in 2604 patients (9336 ID evaluations), the intervention was associated with a significant and sustained reduction in overall antibiotic consumption (CL: -3.27 DDD/100 patient-days, 95% CI -6.06 to -0.47; CT: -0.25 DDD/100 patient-days/month, 95% CI -0.44 to -0.07). Carbapenem use showed a parallel significant decline across both DDD and DOT metrics. In contrast, no significant reductions were observed for other monitored antibiotics or antifungals. Prescribing quality improved over time, with increasing adherence to local guidelines (CT: +1.59%/month; Conclusions: An eCDSS integrated into a human-led AMS programme was associated with a significant reduction in overall antibiotic and carbapenem use and improved prescribing quality. These findings demonstrate that digital stewardship tools do not replace but amplify ID expertise and pharmacy collaboration, enabling sustained optimization of antimicrobial use.

Identifiers

PMID42488788
PMCPMC13390920

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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.