Evidence map›Paper›PMID 27574406›Full record

ArticlePatient preference and adherence2016

Associations between adherence and outcomes among older, type 2 diabetes patients: evidence from a Medicare Supplemental database.

Kristina Secnik Boye, Sarah E Curtis, Maureen J Lage, Luis-Emilio Garcia-Perez

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in Patient preference and adherence, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06327815 (Efficacy of FDC Regimen of Dapagliflozin/Metformin Compared to Co-administered Dual Therapy on Glycemic Control, Satisfaction and Adherence in Chinese Patients With T2DM), which is not on this map. Cited by 40 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
40citing papers in PubMed, 2 pooled it
6.3field-weighted citation impact, top 3% 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.

NCT06327815 phase4completedstarted 2024, after this paper: background citation

Efficacy of FDC Regimen of Dapagliflozin/Metformin Compared to Co-administered Dual Therapy on Glycemic Control, Satisfaction and Adherence in Chinese Patients With T2DM: A 24-Week, Multicentre, Randomized, Parallel, Interventional, Non-inferiority, Open-label Study

Ran2024Enrolled633Registered outcomes24Posted comparisons0ConditionsType 2 Diabetes Mellitus (T2DM)ArmsDapagliflozin tablets and Metformin HCl extended-release tablets, Xigduo (Dapagliflozin and Metformin hydrochloride extended-release) tablets
PMID 22494018other papers from this trial
Open the trial in the graph
3 · Its place in the literature

Who cites it

40 citing papers in PubMed, 2 syntheses or guidelines pooled it, 55 citations in OpenAlex.

  1. Pooled it
  2. Guideline
  3. Trial
  4. Trial
  5. Trial
  6. Article
  7. Basal Insulin Adherence in Patients with Type 2 Diabetes Mellitus in Routine Clinical Practice in Spain: Clinical and Economic Impact.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2026
    Article
  8. Review
  9. Observational
  10. Observational
  11. Review
  12. Article
  13. Review
  14. Economic Evaluation of Once-Weekly Insulin Icodec from Italian NHS Perspective.ClinicoEconomics and outcomes research : CEOR · 2024
    Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Observational
  20. 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 at 2 institutions in 1 country.

Kristina Secnik BoyeGlobal Patient Outcomes and Real World Evidence, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN.
Sarah E CurtisGlobal Patient Outcomes and Real World Evidence, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN.
Maureen J LageHealthMetrics Outcomes Research, LLC, Bonita Springs, FL.
Luis-Emilio Garcia-PerezGlobal Medical Affairs, Lilly Diabetes, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA.
Eli Lilly (United States) · USHealth Outcomes Solutions (United States) · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo examine the association between adherence to glucose-lowering agents and patient outcomes, including costs, acute-care resource utilization, and complications, in an older, type 2 diabetic population. DATA AND

methodsThe study used Truven's Medicare Supplemental database from July 1, 2009 to June 30, 2014. Patients aged 65 years or older were included if they had at least two type 2 diabetes diagnoses and received a glucose-lowering agent from July 1, 2010 through June 30, 2011. Multivariable analyses examined the relationships among 3-year patient outcomes and levels of adherence, proxied by the proportion of days covered. Outcomes included all-cause medical costs, diabetes-related medical costs, acute-care resource utilization, and acute complications.

resultsIn this study (N=123,235), higher adherence was linked to reduced costs and improved health outcomes. For example, comparing an individual with adherence of proportion of days covered <20% to one with proportion of days covered ≥80% illustrates an average saving of $28,824 in total 3-year costs. Furthermore, a 1% increase in adherence among 1,000 patients was associated with all-cause savings of $65,464 over 3 years. The probability of a hospitalization, an emergency room (ER) visit, or an acute complication decreased monotonically as adherence levels got higher, as did the number of hospitalizations, ER visits, and days hospitalized (P<0.005).

conclusionHigher adherence was associated with substantially less need for acute care, as indicated by a lowered probability of hospitalization or ER use, a reduced risk of an acute complication, and a decreased number of hospitalizations, ER visits, and days hospitalized. Higher adherence was also generally associated with lower all-cause and diabetes-related total costs, despite higher drug costs. These lower total costs were driven by the diminished acute care and outpatient costs. Results suggest that higher glucose-lowering agent adherence is associated with significant benefits for payers and older patients with type 2 diabetes.

Indexed as

complicationscostsproportion of days coveredresource utilizationretrospective study

Identifiers

PMID27574406
PMCPMC4993402
OpenAlexW2513267836

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

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.