Evidence map›Paper›PMID 41940221›Full record

ArticleJournal of Brown hospital medicine2026

Reducing Low-Value Delirium Care Using Behavioral Design in the Electronic Medical Record.

Robin Z Ji, Lauren J Gleason, Nora Spadoni, Andrea Flores, Caleb Murphy

Abstract read
In one paragraph

Article in Journal of Brown hospital medicine, 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

5 authors.

Robin Z JiPritzker School of Medicine University of Chicago.ORCID https://orcid.org/0009-0000-3088-7800
Lauren J GleasonSection of Geriatrics & Palliative Medicine, Department of Medicine UChicago Medicine.
Nora SpadoniPritzker School of Medicine University of Chicago.
Andrea FloresMethods Core, Center for Health and the Social Sciences University of Chicago.
Caleb MurphyDivision of Hospital Medicine Northwestern University.ORCID https://orcid.org/0000-0003-3162-3780

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Delirium is associated with increased morbidity, mortality, and healthcare costs. Despite best practice guidelines recommending non-pharmacological treatment strategies, delirium is frequently sub-optimally managed with reliance on antipsychotics or benzodiazepines. To optimize delirium management at our institution, we implemented a clinical decision support tool embedded within our Epic electronic medical record (EMR). Our team developed an Our Practice Advisory (OPA) triggered by a positive delirium screening result to alert hospitalists to patients at high risk for delirium. An accompanying order set emphasized high-value management, such as frequent re-orientation, and de-emphasized antipsychotics through embedded education and "collapsing" the antipsychotic section by default upon opening the order set. Mechanical restraint options were also intentionally excluded from the order set. We conducted a quasi-experimental pre-post study (December 2023 - November 2024), across two hospitals, measuring medication use, restraint use, bowel regimen orders, and provider engagement. Restraint use decreased significantly (35.4% to 23.4%, p<0.001). Antipsychotic and bowel regimen use showed no improvement. Provider engagement with the order set was robust, with 76.4% of providers reviewing the order set and 40.7% placing orders. This study demonstrates that EMR-embedded clinical decision support tools can influence clinician behavior and encourage concordance with evidence-based guidelines for delirium management. Additional refinements are needed to further promote provider adherence and translate changes in provider behavior into improvements in patient outcomes.

Indexed as

clinical decision supportDeliriumhospital medicinequality improvement

Identifiers

PMID41940221
PMCPMC13048393

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

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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.