Evidence map›Paper›PMID 29251064›Full record

ArticleJournal of diabetes science and technology2018

Risk of Hypoglycemia During Insulin Infusion Directed by Paper Protocol Versus Electronic Glycemic Management System in Critically Ill Patients at a Large Academic Medical Center.

Marina Rabinovich, Jessica Grahl, Emily Durr, Rita Gayed, Katleen Chester, Raymie McFarland, Barbara McLean

Abstract read
In one paragraph

Article in Journal of diabetes science and technology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed, 1 pooled it
–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

14 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Intravenous insulin protocol reduces time to target glucose in critically ill trauma and burn patients.Journal of critical care medicine (Universitatea de Medicina si Farmacie din Targu-Mures) · 2026
    Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Review
  9. Inpatient Hypoglycemia: The Challenge Remains.Journal of diabetes science and technology · 2020
    Review
  10. Article
  11. Article
  12. A Remarkably Inaccurate Comparison of Glucose Management Technologies.Journal of diabetes science and technology · 2019
    Article
  13. Evaluation of Several Electronic Glycemic Management Systems.Journal of diabetes science and technology · 2018
    Article
  14. 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.

Marina Rabinovich1 Grady Health System, Atlanta, GA, USA.
Jessica Grahl2 Vanderbilt University Medical Center, Nashville, TN, USA.
Emily Durr1 Grady Health System, Atlanta, GA, USA.
Rita Gayed1 Grady Health System, Atlanta, GA, USA.
Katleen Chester1 Grady Health System, Atlanta, GA, USA.
Raymie McFarland3 Glytec Systems, Waltham, MA, USA.
Barbara McLean1 Grady Health System, Atlanta, GA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundInsulin infusions are commonly utilized to control hyperglycemia in critically ill patients and decrease hyperglycemia associated complications. Safety concerns have been raised in trials evaluating methods of glycemic control regarding the incidence of hypoglycemia and its relationship to increased mortality. Electronic glycemic management systems (eGMS) may result in less variable blood glucose (BG) control and less hypoglycemia. This study aimed to compare BG control, time in target BG range, and the rate of hypoglycemia when critically ill patients were managed with an insulin infusion guided by paper-based protocol (PBP) versus eGMS.

methodsThis retrospective review compared critically ill patients ≥ 18 years old that received insulin infusion from March to May 2015 (PBP group) and October to January 2017 (eGMS group). The primary outcome was the incidence of hypoglycemia. Secondary outcomes included frequency and severity of hypoglycemia, duration in glycemic target, length of insulin therapy, as well as ICU and hospital length of stay.

resultsFifty-four patients were evaluated, 27 in each group. Percentage of days with BG <70 mg/dL was significantly reduced after eGMS implementation (21.5% v 1.3%, P < .0001) including the frequency of severe hypoglycemia (BG < 40 mg/dL) (5.4% v 0.01%, P < .0001). Patients in the eGMS group spent a greater amount of time in target BG range (31.5% v 63.7%, P < .0001).

conclusionsAn eGMS has the potential to address many of the unmet needs of an optimal glycemic control strategy, minimizing hypoglycemia, and glycemic variability in a heterogeneous critically ill population.

Indexed as

AgedAlgorithmsBlood GlucoseCritical IllnessFemaleHumansHyperglycemiaHypoglycemiaHypoglycemic AgentsInsulinInsulin Infusion SystemsMaleMiddle AgedRetrospective StudiesBlood GlucoseHypoglycemic AgentsInsulincritically illelectronicglucosehypoglycemiainsulin

Identifiers

PMID29251064
PMCPMC5761992

What OpenQuestion holds

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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.