Evidence map›Paper›PMID 36084251›Full record

ArticleDiabetes care2022

Clinical Decision Support for Glycemic Management Reduces Hospital Length of Stay.

Ariana R Pichardo-Lowden, Paul Haidet, Guillermo E Umpierrez, Erik B Lehman, Francis T Quigley, Li Wang, Colleen M Rafferty, Christopher J DeFlitch, Vernon M Chinchilli

Open access · bronzeAbstract read
In one paragraph

Article in Diabetes care, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
1.4field-weighted citation impact, top 17% of its field
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

11 citing papers in PubMed, 11 citations in OpenAlex.

  1. Article
  2. Article
  3. Review
  4. Article
  5. Article
  6. Article
  7. Impact of Pharmacist-Led Deprescribing on Inappropriate Rapid-Acting Insulin Use Among Admitted Older Adults.Clinical diabetes : a publication of the American Diabetes Association · 2025
    Article
  8. Review
  9. Review
  10. Article
  11. 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

9 authors at 3 institutions in 1 country.

Ariana R Pichardo-LowdenDepartment of Medicine, Penn State Health, Penn State College of Medicine, Hershey Medical Center, Hershey, PA.ORCID 0000-0003-4504-4376
Paul HaidetDepartment of Medicine, Penn State Health, Penn State College of Medicine, Hershey Medical Center, Hershey, PA.
Guillermo E UmpierrezDepartment of Medicine, Emory University, Atlanta, GA.ORCID 0000-0002-3252-5026
Erik B LehmanDepartment of Public Health Sciences, Penn State College of Medicine, Hershey, PA.
Francis T QuigleyDepartment of Medicine, Penn State Health St. Joseph Medical Center, Reading, PA.
Li WangDepartment of Public Health Sciences, Penn State College of Medicine, Hershey, PA.
Colleen M RaffertyDepartment of Medicine, Penn State Health, Penn State College of Medicine, Hershey Medical Center, Hershey, PA.
Christopher J DeFlitchDepartment of Emergency Medicine, Office of the Chief Medical Information Officer, Penn State Health, Hershey, PA.
Vernon M ChinchilliDepartment of Public Health Sciences, Penn State College of Medicine, Hershey, PA.
Pennsylvania State University · USPenn State Milton S. Hershey Medical Center · USEmory University · US

Funding

Implementing a Maternal health and PRegnancy Outcomes Vision for Everyone (IMPROVE)UL1TR002378 · NCATS · EMORY UNIVERSITY · PI Andres J Garcia, Elizabeth O. Ofili · 2017 to 2026
$92.1M
Translational Research Core - Engagement and Behavior ChangeP30DK111024 · NIDDK · EMORY UNIVERSITY · PI Mohammed Kumail Ali · 2016 to 2026
$13.4M
Glucose Management Clinical Decision Support to Improve Outcomes in Academic and Community HospitalsR01DK130992 · NIDDK · PENNSYLVANIA STATE UNIV HERSHEY MED CTR · PI Ariana Raquel Pichardo-Lowden · 2022 to 2026
$3.2M
Applying a System-Based Intervention to Address Barriers in the Management of Dysglycemia and Diabetes in the Hospital Using Electronic Health RecordsK23DK107914 · NIDDK · PENNSYLVANIA STATE UNIV HERSHEY MED CTR · PI PICHARDO-LOWDEN, ARIANA RAQUEL · 2015 to 2019
$815k
NCATS NIH HHS UL1 TR002378NIDDK NIH HHS K23 DK107914NIDDK NIH HHS P30 DK111024NIDDK NIH HHS R01 DK130992
6 · The paper itself

Abstract

objectiveDysglycemia influences hospital outcomes and resource utilization. Clinical decision support (CDS) holds promise for optimizing care by overcoming management barriers. This study assessed the impact on hospital length of stay (LOS) of an alert-based CDS tool in the electronic medical record that detected dysglycemia or inappropriate insulin use, coined as gaps in care (GIC). RESEARCH DESIGN AND

methodsUsing a 12-month interrupted time series among hospitalized persons aged ≥18 years, our CDS tool identified GIC and, when active, provided recommendations. We compared LOS during 6-month-long active and inactive periods using linear models for repeated measures, multiple comparison adjustment, and mediation analysis.

resultsAmong 4,788 admissions with GIC, average LOS was shorter during the tool's active periods. LOS reductions occurred for all admissions with GIC (-5.7 h, P = 0.057), diabetes and hyperglycemia (-6.4 h, P = 0.054), stress hyperglycemia (-31.0 h, P = 0.054), patients admitted to medical services (-8.4 h, P = 0.039), and recurrent hypoglycemia (-29.1 h, P = 0.074). Subgroup analysis showed significantly shorter LOS in recurrent hypoglycemia with three events (-82.3 h, P = 0.006) and nonsignificant in two (-5.2 h, P = 0.655) and four or more (-14.8 h, P = 0.746). Among 22,395 admissions with GIC (4,788, 21%) and without GIC (17,607, 79%), LOS reduction during the active period was 1.8 h (P = 0.053). When recommendations were provided, the active tool indirectly and significantly contributed to shortening LOS through its influence on GIC events during admissions with at least one GIC (P = 0.027), diabetes and hyperglycemia (P = 0.028), and medical services (P = 0.019).

conclusionsUse of the alert-based CDS tool to address inpatient management of dysglycemia contributed to reducing LOS, which may reduce costs and improve patient well-being.

Indexed as

Decision Support Systems, ClinicalDiabetes MellitusHyperglycemiaHypoglycemiaAdolescentAdultHospitalsHumansLength of Stay

Identifiers

PMID36084251
PMCPMC9679255
OpenAlexW4295030445

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.