Evidence map›Paper›PMID 38980673›Full record

ArticleJAMA network open2024

Patient Out-of-Pocket Costs for Type 2 Diabetes Medications When Aging Into Medicare.

Douglas Barthold, Jing Li, Anirban Basu

Abstract read
In one paragraph

Article in JAMA network open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed, 1 pooled it
–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

11 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Trends in annual medication possession in older adults with type 2 diabetes.Journal of managed care & specialty pharmacy · 2026
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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

3 authors.

Douglas BartholdThe Comparative Health Outcomes, Policy, and Economics Institute, School of Pharmacy, University of Washington, Seattle.
Jing LiThe Comparative Health Outcomes, Policy, and Economics Institute, School of Pharmacy, University of Washington, Seattle.
Anirban BasuThe Comparative Health Outcomes, Policy, and Economics Institute, School of Pharmacy, University of Washington, Seattle.

Funding

University of Alabama at Birmingham's Diabetes Research CenterP30DK079626 · NIDDK · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI Kirk Michael Habegger · 2013 to 2026
$19.5M
Scientific/Technical CoreP2CHD042828 · NICHD · UNIVERSITY OF WASHINGTON · PI SARA R. CURRAN · 2017 to 2026
$6.3M
Effect of Medicare Reimbursement for Care Planning on End of Life Care among Patients with Alzheimer's Disease and Related Dementias: A Quasi-Experimental StudyK01AG066946 · NIA · WEILL MEDICAL COLL OF CORNELL UNIV · PI LI, JING · 2020 to 2024
$633k
Long-term effects of today's medical care access policies on the future burden of Alzheimer's disease and related dementiasK01AG071843 · NIA · UNIVERSITY OF WASHINGTON · PI DOUGLAS BARTHOLD · 2022 to 2026
$610k
NIA NIH HHS K01 AG066946NIA NIH HHS K01 AG071843NICHD NIH HHS P2C HD042828NIDDK NIH HHS P30 DK079626
6 · The paper itself

Abstract

Importance: For people with type 2 diabetes (T2D), out-of-pocket medication costs may influence medication choice, adherence, and overall diabetes management and progression. Little is known about how these costs change as insured people enter Medicare at age 65 years, when coinsurance in the coverage gap and catastrophic phases of Part D coverage can be increased greatly by use of insulin and newer, branded medications (eg, dipeptidyl peptidase 4 inhibitors, glucagon-like peptide 1 agonists, and sodium-glucose cotransporter 2 inhibitors). Objective: To identify whether reaching age 65 years is associated with T2D medication out-of-pocket costs and utilization. Design, Setting, and Participants: This retrospective cohort study (2012-2020) featuring 7 years of follow-up used prescription drug claims data from the TriNetX Diamond Network. Participants included people in the US with diagnosed T2D, and claims for T2D medications were observed both before and after age 65 years. Data analysis was performed from October 2022 to September 2023. Exposure: Reaching age 65 years, according to participants' year of birth. Main Outcomes and Measures: The primary outcome was patient out-of-pocket costs for T2D drugs per quarter (inflation adjusted to 2020 dollars). Utilization, measured as binary utilization of specific classes, and the number of claims for mutually exclusive classes and combinations of classes were also examined. All outcomes were examined using regression discontinuity design. Results: In claims data for 129 997 individuals with T2D diagnosed at ages 58 to 72 years (mean [SD] age, 65.50 [2.95] years; 801 235 female [50.9%]), reaching age 65 years was associated with an increase of $23.04 (95% CI, $19.86-$26.22) in mean quarterly out-of-pocket costs for T2D drugs, and an increase of $56.36 (95% CI, $51.48-$61.23) at the 95th percentile of spending, after utilization adjustment. Utilization decreased by 5.3% at age 65 years, from 3.40 claims per quarter (95% CI, 3.38-3.42 claims per quarter) to 3.22 claims per quarter (95% CI, 3.21-3.24 claims per quarter), but a shift in composition of utilization, including increased insulin use, was associated with additional increases in patient costs. Conclusions and Relevance: In this cohort study of individuals with T2D, the increase in spending upon reaching age 65 years (when most people enroll in Medicare) was associated with patient coinsurance in the coverage gap and catastrophic coverage phases of Medicare Part D. The increased patient cost burden at age 65 years and a modest reduction in overall T2D drug utilization suggest that as people with T2D age into Medicare, there is potentially an increase in nonadherence and diabetes complications.

Indexed as

Diabetes Mellitus, Type 2Health ExpendituresHypoglycemic AgentsAgedDrug CostsFemaleHumansMaleMedicareMedicare Part DMiddle AgedRetrospective StudiesUnited StatesHypoglycemic Agents

Identifiers

PMID38980673
PMCPMC11234236

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.