Evidence map›Paper›PMID 26085903›Full record

ArticleAmerican health & drug benefits2015

Adherence to Insulin Pen Therapy Is Associated with Reduction in Healthcare Costs Among Patients with Type 2 Diabetes Mellitus.

Arthi Chandran, Machaon K Bonafede, Sonali Nigam, Rita Saltiel-Berzin, Laurence J Hirsch, Betsy J Lahue

Registry-linked trialOpen access · greenAbstract read
In one paragraph

Article in American health & drug benefits, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03091712 (Insulin Degludec Titration Using Mobile Insulin Dosing System), which is not on this map. Cited by 29 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
29citing papers in PubMed, 2 pooled it
3.7field-weighted citation impact, top 8% 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.

NCT03091712 nacompletednot on this mapstarted 2017, after this paper: background citation

Insulin Degludec Titration Using Mobile Insulin Dosing System

TypeinterventionalSponsorGlookoRan2017 to 2019Enrolled240ConditionsType 2 Diabetes MellitusArmsGlooko Mobile Insulin Dosing System(MIDS)
3 · Its place in the literature

Who cites it

29 citing papers in PubMed, 2 syntheses or guidelines pooled it, 46 citations in OpenAlex.

  1. Pooled it
  2. A Systematic Review of Insulin Adherence Measures in Patients with Diabetes.Journal of managed care & specialty pharmacy · 2016
    Pooled it
  3. Fixed-Dose Combination Therapy as a Strategy to Improve Antidiabetic Medication Adherence in People with Type 2 Diabetes: A Narrative Review.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2026
    Review
  4. Review
  5. Article
  6. Review
  7. Review
  8. Economic Evaluation of Once-Weekly Insulin Icodec from Italian NHS Perspective.ClinicoEconomics and outcomes research : CEOR · 2024
    Article
  9. Review
  10. Article
  11. Review
  12. Review
  13. Review
  14. Article
  15. Article
  16. Review
  17. Observational
  18. Article
  19. Evaluating Glycemic Control in Patients with Type 2 Diabetes Suboptimally Controlled on Basal Insulin: UK ATTAIN Real-World Study.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2019
    Article
  20. Injectable Antihyperglycemics: A Systematic Review and Critical Analysis of the Literature on Adherence, Persistence, and Health Outcomes.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2019
    Review
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

6 authors at 3 institutions in 2 countries.

Arthi ChandranSenior Director, Health Economics and Outcomes Research, Becton Dickinson.
Machaon K BonafedeDirector of Outcomes Research, Truven Health Analytics, Cambridge, MA.
Sonali NigamSenior Analyst, Health Economics and Outcomes Research, Becton Dickinson, at the time of this study.
Rita Saltiel-BerzinWorld Clinical Education Specialist, Diabetes Care, Department of Medical Affairs, Becton Dickinson.
Laurence J HirschWorldwide Vice President, Diabetes Care, Department of Medical Affairs, Becton Dickinson.
Betsy J LahueWorldwide Vice President, Health Economics and Outcomes Research, Becton Dickinson, Franklin Lakes, NJ.
Becton Dickinson (United States) · USHealth Economics and Outcomes Research (United Kingdom) · GBTruven Health Analytics (United States) · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundType 2 diabetes mellitus is a chronic metabolic disorder that poses a significant economic burden on the US healthcare system associated with direct and indirect medical costs, loss of productivity, and premature mortality.

objectivesTo determine whether increased adherence to therapy among patients with type 2 diabetes who use an insulin pen is associated with reduced healthcare costs, and to describe the overall healthcare costs of patients with type 2 diabetes.

methodsThis retrospective claims database analysis used the Truven Health MarketScan Commercial and Medicare Supplemental databases to identify patients diagnosed with type 2 diabetes with at least 1 insulin pen prescription claim between January 2006 and September 2010. Insulin pen adherence was measured using the medication possession ratio (MPR). The cost outcomes included all-cause and type 2 diabetes-related costs by type of service (ie, inpatient, outpatient medical, outpatient pharmacy), which were calculated in 2011 US dollars. Insulin adherence and overall healthcare costs were evaluated over the 12-month postindex period.

resultsA total of 32,361 patients met the study inclusion criteria, with an average MPR of 0.63 (standard deviation [SD], 0.29). Overall, patients with type 2 diabetes who used an insulin pen had an average annual healthcare cost of $19,612, which was driven by inpatient costs (37.2%) and outpatient pharmacy costs (24.4%). There is a significant difference in the average annual per-patient healthcare expenditures between the least adherent group (MPR <0.20; 11.0% of patients) and the most adherent group (MPR >0.80; 34.6% of patients) $26,310 versus $23,839, respectively (P = .007). Patients with the greatest insulin adherence had higher overall pharmacy costs than patients with the lowest insulin adherence ($10,174 vs $5395, respectively; P <.001).

conclusionsThe total healthcare expenditures of patients with type 2 diabetes who utilized insulin pens decreased with improvement in adherence, suggesting that higher rates of medication adherence may present an opportunity to curb healthcare costs in insulin pen users. The average sample MPR for our study population was 0.63 (SD, 0.29), indicating that insulin adherence continues to be a challenge for successful diabetes management. More research is needed to better characterize the relationship between medication adherence and healthcare costs among insulin users with type 2 diabetes and to identify the key drivers of adherence among this patient group.

Indexed as

diabetes managementhealthcare costinsulin adherenceinsulin penmedical costspharmacy coststype 1 diabetestype 2 diabetes

Identifiers

PMID26085903
PMCPMC4467016
OpenAlexW2167596589

What OpenQuestion holds

Textmetadata
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Registered trials

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.