Evidence map›Paper›PMID 28685482›Full record

ArticleJournal of general internal medicine2017

Hospital Readmissions among Commercially Insured and Medicare Advantage Beneficiaries with Diabetes and the Impact of Severe Hypoglycemic and Hyperglycemic Events.

Rozalina G McCoy, Kasia J Lipska, Jeph Herrin, Molly M Jeffery, Harlan M Krumholz, Nilay D Shah

Open access · bronzeAbstract read
In one paragraph

Article in Journal of general internal medicine, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed, 2 pooled it
4.1field-weighted citation impact, top 5% 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

32 citing papers in PubMed, 2 syntheses or guidelines pooled it, 45 citations in OpenAlex.

  1. [Hospital diabetes management (Update 2026)].Wiener klinische Wochenschrift · 2026
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  15. [Hospital diabetes management (Update 2023)].Wiener klinische Wochenschrift · 2023
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

6 authors at 4 institutions in 2 countries.

Rozalina G McCoyDivision of Primary Care Internal Medicine, Department of Medicine, Mayo Clinic, Rochester, MN, 55905, USA. mccoy.rozalina@mayo.edu.
Kasia J LipskaSection of Endocrinology, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, 06520, USA.
Jeph HerrinSection of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, 06520, USA.
Molly M JefferyDivision of Health Care Policy & Research, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, 55905, USA.
Harlan M KrumholzSection of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, 06520, USA.
Nilay D ShahDivision of Health Care Policy & Research, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, 55905, USA.
Mayo Clinic in Florida · USYale University · USHealth Research and Educational Trust · USMayo Clinic in Arizona · US

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
Mayo Clinic Center for Translational Science ActivitiesUL1TR000135 · NCATS · MAYO CLINIC ROCHESTER · PI KHOSLA, SUNDEEP · 2012 to 2015
$41.2M
Predicting the Risk of Severe Hypoglycemic and Hyperglycemic Events in Adults with DiabetesK23DK114497 · NIDDK · MAYO CLINIC ROCHESTER · PI MCCOY, ROZALINA GRUBINA · 2017 to 2021
$846k
Predicting Severe Hypoglycemia among Older Adults with DiabetesK23AG048359 · NIA · YALE UNIVERSITY · PI LIPSKA, KASIA JOANNA · 2014 to 2018
$778k
NCATS NIH HHS UL1 TR000135NCATS NIH HHS UL1 TR001863NIA NIH HHS K23 AG048359NIDDK NIH HHS K23 DK114497
6 · The paper itself

Abstract

backgroundHospital readmission is common among patients with diabetes. Some readmissions, particularly for hypoglycemia and hyperglycemia, may be avoidable with better care transitions and post-discharge management.

objectiveTo ascertain the most common reasons and risk factors for readmission among adults with diabetes, with specific consideration of severe dysglycemia.

designRetrospective analysis of data from the OptumLabs Data Warehouse, an administrative data set of commercially insured and Medicare Advantage beneficiaries across the U.S.

participantsAdults ≥18 years of age with diabetes, discharged from a hospital between January 1, 2009, and December 31, 2014 (N = 342,186). MAIN MEASURES: Principal diagnoses and risk factors for 30-day unplanned readmissions, subset as being for severe dysglycemia vs. all other causes. KEY

resultsWe analyzed 594,146 index hospitalizations among adults with diabetes: mean age 68.2 years (SD, 13.0), 52.9% female, and 67.8% white. The all-cause 30-day readmission rate was 10.8%. Heart failure was the most common cause for index hospitalization (5.5%) and readmission (8.9%). Severe dysglycemia accounted for 2.6% of index hospitalizations (48.1% hyperglycemia, 50.4% hypoglycemia, 1.5% unspecified) and 2.5% of readmissions (38.3% hyperglycemia, 61.0% hypoglycemia, 0.7% unspecified). Younger patient age, severe dysglycemia at index or prior hospitalization, and the Diabetes Complications Severity Index (DCSI) were the strongest risk factors predisposing patients to severe dysglycemia vs. other readmissions. Prior episodes of severe dysglycemia and the DCSI were also independent risk factors for other-cause readmissions, irrespective of the cause of the index hospitalization.

conclusionsAdults with diabetes are hospitalized and readmitted for a wide range of health conditions, and hospitalizations for severe hypoglycemia and hyperglycemia remain common, with high rates of recurrence. Severe dysglycemia is most likely to occur among younger patients with multiple diabetes complications and prior history of such events.

Indexed as

AdultAgedDiabetes MellitusFemaleHumansHyperglycemiaHypoglycemiaInsurance, HealthMaleMedicare Part CMiddle AgedPatient ReadmissionRetrospective StudiesSeverity of Illness IndexUnited Statesdiabetesepidemiologyhealth services researchhospital medicinehyperglycemiahypoglycemiareadmissionsrisk assessment

Identifiers

PMID28685482
PMCPMC5602759
OpenAlexW2727942978

What OpenQuestion holds

Textmetadata
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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.