Evidence map›Paper›PMID 39191425›Full record

ArticleApplied clinical informatics2024

Nudging towards Sleep-Friendly Health Care: A Multifaceted Approach on Reducing Unnecessary Overnight Interventions.

Sullafa Kadura, Lauren Eisner, Samia H Lopa, Alexander Poulakis, Hannah Mesmer, Nicole Willnow, Wilfred R Pigeon

Abstract read
In one paragraph

Article in Applied clinical informatics, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

7 authors.

Sullafa KaduraDepartment of Medicine, Pulmonary Diseases and Critical Care, University of Rochester Medical Center, Rochester, New York, United States.
Lauren EisnerUniversity of Rochester School of Medicine and Dentistry, University of Rochester Medical Center, Rochester, New York, United States.
Samia H LopaDepartment of Biostatistics and Computational Biology, University of Rochester, Rochester, New York, United States.
Alexander PoulakisUniversity of Rochester School of Medicine and Dentistry, University of Rochester Medical Center, Rochester, New York, United States.
Hannah MesmerDivision of Movement Disorders, Department of Neurology, University of Rochester Medical Center, Rochester, New York, United States.
Nicole WillnowDepartment of Pharmacy, University of Rochester Medical Center, Rochester, New York, United States.
Wilfred R PigeonDepartment of Psychiatry, University of Rochester Medical Center, Rochester, New York, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundChoice architecture refers to the design of decision environments, which can influence decision-making in health care. Nudges are subtle adjustments in these environments that guide decisions toward desired outcomes. For example, computerized provider order entry within electronic health records (EHRs) recommends frequencies for interventions such as nursing assessments and medication administrations, but these can link to around-the-clock schedules without clinical necessity.

objectivesThis study aimed to evaluate an intervention to promote sleep-friendly practices by optimizing choice architecture and employing targeted nudges on inpatient order frequencies.

methodsWe employed a quasi-experimental interrupted time series analysis of a multifaceted, multiphase intervention to reduce overnight interventions in a hospital system. Our intervention featured EHR modifications to optimize the scheduling of vital sign checks, neurological checks, and medication administrations. Additionally, we used targeted secure messaging reminders and education on an inpatient neurology unit (INU) to supplement the initiative.

resultsSignificant increases in sleep-friendly medication orders were observed at the academic medical center (AMC) and community hospital affiliate (CHA), particularly for acetaminophen and heparin at the AMC. This led to a reduction in overnight medication administrations, with the most substantial impact observed with heparin at all locations (CHA: 18%, AMC: 10%, INU: 10%, DISCUSSION: Tailoring EHR modifications and employing multifaceted nudging strategies emerged as promising approaches for reducing unnecessary overnight interventions. The observed shifts in sleep-friendly ordering translated into decreases in overnight interventions.

conclusionMultifaceted nudges can effectively influence clinician decision-making and patient care. The varied impacts across nudge types and settings emphasizes the importance of thoughtful nudge design and understanding local workflows.

Indexed as

Electronic Health RecordsSleepDelivery of Health CareHumansMedical Order Entry Systems

Identifiers

PMID39191425
PMCPMC11602248

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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.