Evidence map›Paper›PMID 27547410›Full record

ArticleBMJ open diabetes research & care2016

Medication usage, treatment intensification, and medical cost in patients with type 2 diabetes: a retrospective database study.

Machaon Bonafede, Arthi Chandran, Stefan DiMario, Rita Saltiel-Berzin, Drilon Saliu

Open access · goldAbstract read
In one paragraph

Article in BMJ open diabetes research & care, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
2.7field-weighted citation impact, top 9% 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

10 citing papers in PubMed, 19 citations in OpenAlex.

  1. Review
  2. Insulin Pumps for Individuals With Type 2 Diabetes.Diabetes spectrum : a publication of the American Diabetes Association · 2025
    Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Effect of Remote Glucose Monitoring Utilizing Computerized Insulin Dose Adjustment Algorithms: A Pilot Project.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2019
    Article
  9. 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
  10. Health Care Burden in Patients With Adrenal Insufficiency.Journal of the Endocrine Society · 2017
    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 at 2 institutions in 1 country.

Machaon BonafedeTruven Health Analytics , Cambridge, Massachusetts , USA.
Arthi ChandranHealth Economics and Outcomes Research , Becton Dickinson , Franklin Lakes, New Jersey , USA.
Stefan DiMarioHealth Economics and Outcomes Research , Becton Dickinson , Franklin Lakes, New Jersey , USA.
Rita Saltiel-BerzinMedical Affairs , Becton Dickinson , Franklin Lakes, New Jersey , USA.
Drilon SaliuMedical Affairs , Becton Dickinson , Franklin Lakes, New Jersey , USA.
Becton Dickinson (United States) · USTruven Health Analytics (United States) · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveThe goal of this study was to describe medication usage patterns in patients with type 2 diabetes mellitus (T2DM) initiating treatment with non-insulin antidiabetic drugs (NIADs), basal insulin, or prandial/mixed insulin using real-world data. RESEARCH DESIGN AND

methodsA retrospective analysis using the Truven Health MarketScan Research Databases was conducted to identify adults (≥18 years) with T2DM from 2006 to 2012. Patients were categorized into four cohorts based on diabetes treatment. Cohort 1 (n=597 664) consisted of newly diagnosed patients who did not receive any treatment, cohort 2 (n=342 511) included NIAD initiators, cohort 3 (n=99 578) included basal insulin initiators, and cohort 4 (n=62 876) included prandial/mixed insulin initiators. Patients transitioned out of a cohort once they met the criteria for the next one.

resultsPatients in cohort 2 were younger (56.2 years, SD±12.1) than patients in cohorts 1, 3, and 4 (58 years, SD±0.75). Metformin was the most commonly prescribed drug in cohort 2 patients. Basal insulin usage decreased from 71% in year 1 to 47% in year 4, in cohort 3 patients. Approximately one-third of these patients switched to prandial/mixed insulin each year. In cohort 4, the usage of prandial/mixed insulin decreased to 61% by year 4. Use of basal insulin and NIAD remained common in this group. Mean glycosylated hemoglobin (HbA1c) values decreased by ∼1% for each of the treatment cohorts following treatment initiation and remained stable during follow-up. All-cause and diabetes-related medical costs were highest for patients in cohorts 3 and 4.

conclusionsOverall, our findings demonstrate that treatment intensification was low in all study cohorts despite elevated HbA1c levels during preindex and follow-up period.

Indexed as

Adherence to MedicationsGlycemic ControlType 2 Diabetes

Identifiers

PMID27547410
PMCPMC4964196
OpenAlexW2488823151

What OpenQuestion holds

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LicenceCC BY-NC
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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.