Evidence map›Paper›PMID 30843332›Full record

ArticlePharmacoepidemiology and drug safety2019

Accuracy of a composite event definition for hypoglycemia.

Jea Young Min, Caroline A Presley, Jennifer Wharton, Marie R Griffin, Robert A Greevy, Adriana M Hung, Jonathan Chipman, Carlos G Grijalva, Amber J Hackstadt, Christianne L Roumie

Open access · greenAbstract read
In one paragraph

Article in Pharmacoepidemiology and drug safety, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
0.2field-weighted citation impact, top 47% 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

4 citing papers in PubMed, 5 citations in OpenAlex.

  1. Trial
  2. Article
  3. Observational
  4. 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

10 authors at 1 institution in 1 country.

Jea Young MinVeterans Health Administration Tennessee Valley Healthcare System, Geriatric Research and Education Clinical Center (GRECC), HSR&D Center, Nashville, TN, USA.ORCID 0000-0001-9328-6922
Caroline A PresleyVeterans Health Administration Tennessee Valley Healthcare System, Geriatric Research and Education Clinical Center (GRECC), HSR&D Center, Nashville, TN, USA.ORCID 0000-0001-6492-9941
Jennifer WhartonVeterans Health Administration Tennessee Valley Healthcare System, Geriatric Research and Education Clinical Center (GRECC), HSR&D Center, Nashville, TN, USA.
Marie R GriffinVeterans Health Administration Tennessee Valley Healthcare System, Geriatric Research and Education Clinical Center (GRECC), HSR&D Center, Nashville, TN, USA.
Robert A GreevyVeterans Health Administration Tennessee Valley Healthcare System, Geriatric Research and Education Clinical Center (GRECC), HSR&D Center, Nashville, TN, USA.
Adriana M HungVeterans Health Administration Tennessee Valley Healthcare System, Geriatric Research and Education Clinical Center (GRECC), HSR&D Center, Nashville, TN, USA.
Jonathan ChipmanVeterans Health Administration Tennessee Valley Healthcare System, Geriatric Research and Education Clinical Center (GRECC), HSR&D Center, Nashville, TN, USA.
Carlos G GrijalvaVeterans Health Administration Tennessee Valley Healthcare System, Geriatric Research and Education Clinical Center (GRECC), HSR&D Center, Nashville, TN, USA.
Amber J HackstadtVeterans Health Administration Tennessee Valley Healthcare System, Geriatric Research and Education Clinical Center (GRECC), HSR&D Center, Nashville, TN, USA.
Christianne L RoumieVeterans Health Administration Tennessee Valley Healthcare System, Geriatric Research and Education Clinical Center (GRECC), HSR&D Center, Nashville, TN, USA.
Veterans Health Administration · US

Funding

University of Alabama at Birmingham's Diabetes Research CenterP30DK079626 · NIDDK · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI BARBARA A GOWER · 2013 to 2026
$19.5M
Vanderbilt Center for Diabetes Translation ResearchP30DK092986 · NIDDK · VANDERBILT UNIVERSITY MEDICAL CENTER · PI ROTHMAN, RUSSELL L. · 2011 to 2020
$6.7M
The Vanderbilt Institute for Clinical and Translational Research (VICTR)TL1TR000447 · NCATS · VANDERBILT UNIVERSITY MEDICAL CENTER · PI BERNARD, GORDON RAPHAEL · 2012 to 2016
$1.2M
Optimal first line therapies for patients with Cardiovascular-Kidney-Metabolic (CKM) Syndrome.I01CX000570 · VA · VETERANS HEALTH ADMINISTRATION · PI ROUMIE, CHRISTIANNE L. · 2013 to 2025
–
CSRD VA I01 CX000570CSRD VA I01CX000570-06NCATS NIH HHS 6TL1TR000447-11NCATS NIH HHS TL1 TR000447NIDDK NIH HHS P30 DK079626NIDDK NIH HHS P30 DK092986
6 · The paper itself

Abstract

purposeTo evaluate the accuracy of a composite definition for the identification of hypoglycemia events that used both administrative claims and laboratory data in a cohort of patients.

methodsWe reviewed medical records in a sample of presumed hypoglycemia events among patients who received care at the Veterans Health Administration Tennessee Valley Healthcare System in 2001 to 2012. A hypoglycemia event was defined as a hospitalization or emergency department visit judged by the treating clinician to be due to hypoglycemia, or an outpatient laboratory or point-of-care blood glucose measurement <60 mg/dL. Based on medical record review, each event was classified as true positive (severe, documented symptomatic, documented asymptomatic) or false positive (probable symptomatic, not hypoglycemia). The positive predictive values (PPV) of the individual event types (hospitalization, emergency department, and outpatient) were estimated.

resultsOf 2250 events identified through the composite definition, 321 events (15 hospitalizations, 103 emergency department visits, and 203 outpatient events) were reviewed. The PPVs were 80% for hospitalization events, 48% for emergency department events, and 96% for outpatient events. The emergency department definition included a nonspecific diagnosis code for diabetic complications which captured many false positive events. Excluding this code from the definition improved the PPV for emergency department events to 70% and missed one true event.

conclusionsOur composite definition for hypoglycemia performed moderately well in a cohort of Veterans. Further evaluation of the emergency department events may be needed.

Indexed as

Ambulatory CareBlood GlucoseCohort StudiesDatabases, FactualEmergency Service, HospitalHospitalizationHumansHypoglycemiaHypoglycemic AgentsMedical RecordsPredictive Value of TestsRetrospective StudiesTennesseeBlood GlucoseHypoglycemic Agentsalgorithmhypoglycemiapharmacoepidemiologypositive predictive valuetype 2 diabetesvalidation study

Identifiers

PMID30843332
PMCPMC6497537
OpenAlexW2921388178

What OpenQuestion holds

Textmetadata
LicenceTDM
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.