Evidence map›Paper›PMID 26679966›Full record

Observational studyJournal of managed care & specialty pharmacy2015

Health Outcomes Associated with Initiation of Basal Insulin After 1, 2, or ≥ 3 Oral Antidiabetes Drug(s) Among Managed Care Patients with Type 2 Diabetes.

Philip A Levin, Steve Zhou, Jasvinder Gill, Wenhui Wei

Abstract readComparative StudyObservational Study
In one paragraph

Observational study in Journal of managed care & specialty pharmacy, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. Article
  5. Treatment Intensification in Type 2 Diabetes: A Real-World Study of 2-OAD Regimens, GLP-1 RAs, or Basal Insulin.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2018 · on this map
    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

4 authors.

Philip A LevinClinical Research, Greater Baltimore Medical Center, 6563 N. Charles St., Ste. 400 N, Towson, MD 21204. pal3420@yahoo.com.
Steve Zhou
Jasvinder Gill
Wenhui Wei

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundType 2 diabetes mellitus (T2DM) is a progressive disease. Despite starting with single oral antidiabetes drug (OAD) therapy and then adding OAD(s), most patients eventually require insulin therapy to achieve and maintain glycemic control. The timely initiation of insulin therapy could help patients with T2DM whose glycemic control is not adequately maintained using OADs alone.

objectiveTo describe and compare baseline characteristics and assess real-world health outcomes associated with initiating basal insulin after 1 OAD, 2 OADs, or ≥ 3 OADs among T2DM patients.

methodsData were analyzed from adult T2DM patients in a U.S. managed care claims database (IMPACT) who initiated a basal insulin (from January 1, 2001, to December 31, 2011) with continuous health plan enrollment for 6 months before (baseline) and 12 months after (follow-up) insulin initiation and who had at least 1 OAD prescription. Outcome measures according to the number of OADs used were (a) treatment discontinuation, (b) glycated hemoglobin (A1c) levels, (c) proportion of patients experiencing hypoglycemia, (d) health care resource utilization, and (e) costs.

resultsData from 71,988 patients were included (1 OAD: 19,168 patients [26.6%]; 2 OADs: 29,112 [40.4%]; and ≥ 3 OADs: 23,708 [32.9%]). All baseline characteristics, except nephropathy, were significantly different across the 3 groups. At baseline, when compared with the 1 OAD or 2 OADs groups, the ≥3 OADs group was less likely to be female or have macrovascular disease and had experienced fewer hypoglycemic events and hospitalization as well as lower costs. At follow-up, treatment discontinuation rates were 36.0%, 27.6%, and 21.4% for the 1 OAD, 2 OADs, and ≥ 3 OADs groups, respectively. A1c reduction was -1.33%, -1.05%, and -0.86%, respectively. The proportion of patients experiencing any hypoglycemia was 4.7%, 3.8%, and 3.3% at baseline; and 3.7%, 3.5%, and 3.1% at follow-up for the 1 OAD, 2 OADs, and ≥3 OADs groups, respectively. In all 3 groups, health care costs decreased compared with baseline, particularly in the 1 OAD and 2 OADs groups, with decreased inpatient costs offsetting increased drug costs.

conclusionsThis real-world analysis shows that there are significant baseline differences in patients with T2DM on 1 OAD, 2 OADs, or ≥3 OADs when adding insulin therapy. All 3 groups had significant improvements in clinical and economic outcomes compared with baseline, yet at different magnitudes. These data contribute to a growing body of evidence supporting the timely initiation of insulin therapy for T2DM patients not maintaining glycemic control with OADs.

Indexed as

Managed Care ProgramsAdministration, OralAdministrative Claims, HealthcareAdultAgedBiomarkersBlood GlucoseCost-Benefit AnalysisCost SavingsDatabases, FactualDiabetes Mellitus, Type 2Drug CostsDrug Therapy, CombinationFemaleGlycated HemoglobinHealth ResourcesBiomarkersBlood GlucoseGlycated Hemoglobinhemoglobin A1c protein, humanHypoglycemic AgentsInsulin

Identifiers

PMID26679966
PMCPMC10397988

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.