Evidence map›Paper›PMID 28903978›Full record

ArticleDiabetes care2017

Antihyperglycemic Medications: A Claims-Based Estimate of First-line Therapy Use Prior to Initialization of Second-line Medications.

Yi-Ju Tseng, Gregory Steinberg, Kathe P Fox, Joanne Armstrong, Kenneth D Mandl

Abstract read
In one paragraph

Article in Diabetes care, 2017. 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
–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

4 citing papers in PubMed.

  1. How drug onset rate and duration of action affect drug forgiveness.Journal of pharmacokinetics and pharmacodynamics · 2024
    Article
  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

5 authors.

Yi-Ju TsengComputational Health Informatics Program, Boston Children's Hospital, Boston, MA.ORCID 0000-0002-1814-5553
Gregory SteinbergIndependent author, Dingmans Ferry, PA.
Kathe P FoxAetna, Inc., Hartford, CT.
Joanne ArmstrongAetna, Inc., Hartford, CT.
Kenneth D MandlComputational Health Informatics Program, Boston Children's Hospital, Boston, MA kenneth_mandl@harvard.edu.

Funding

Instrumenting i2b2 for Improved Medication Research: Adding the Patient VoiceR01GM104303 · NIGMS · BOSTON CHILDREN'S HOSPITAL · PI MANDL, KENNETH D. · 2013 to 2016
$1.6M
NIGMS NIH HHS R01 GM104303
6 · The paper itself

Abstract

objectiveThe American Diabetes Association recommends metformin as first-line therapy for type 2 diabetes. However, nonadherence to antihyperglycemic medication is common, and a clinician could confuse nonadherence with pharmacologic failure, potentially leading to premature prescribing of second-line therapies. We measured metformin use prior to second-line therapy initialization. RESEARCH DESIGN AND

methodsThis retrospective cross-sectional study used unidentifiable member claims data from individuals covered from 2010 to 2015 by Aetna, a U.S. health benefits company. Beneficiaries with two physician claims or one hospitalization with a type 2 diabetes diagnosis were included. Recommended use of metformin was measured by the proportion of days covered over 60 days. Through sensitivity analysis, we varied estimates of the percentage of beneficiaries who used low-cost generic prescription medication programs.

resultsA total of 52,544 individuals with type 2 diabetes were eligible. Of 22,956 patients given second-line treatment, only 1,875 (8.2%) had evidence of recommended use of metformin in the prior 60 days, and 6,441 (28.0%) had no prior claims evidence of having taken metformin. At the top range of sensitivity, only 49.5% patients could have had recommended use. Patients were more likely to be given an additional second-line antihyperglycemic medication or insulin if they were given their initial second-line medication without evidence of recommended use of metformin (

conclusionsDespite published guidelines, second-line therapy often is initiated without evidence of recommended use of first-line therapy. Apparent treatment failures, which may in fact be attributable to nonadherence to guidelines, are common. Point-of-care and population-level processes are needed to monitor and improve guideline adherence.

Indexed as

AdolescentAdultAgedCross-Sectional StudiesDiabetes Mellitus, Type 2FemaleFollow-Up StudiesHospitalizationHumansHypoglycemic AgentsInsulinMaleMetforminMiddle AgedPrescription DrugsRetrospective StudiesHypoglycemic AgentsInsulinMetforminPrescription Drugs

Identifiers

PMID28903978
PMCPMC5652584

What OpenQuestion holds

Texttitle and abstract
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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.