Evidence map›Paper›PMID 34324130›Full record

Observational studyJournal of general internal medicine2022

Association Between High Deductible Health Plans and Cost-Related Non-adherence to Medications Among Americans with Diabetes: an Observational Study.

Charlotte Rastas, Drew Bunker, Vikas Gampa, John Gaudet, Shirin Karimi, Ariel Majidi, Gaurab Basu, Adam Gaffney, Danny McCormick

Open access · bronzeAbstract readObservational Study
In one paragraph

Observational study in Journal of general internal medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed, 1 pooled it
1.7field-weighted citation impact, top 18% 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

9 citing papers in PubMed, 1 synthesis or guideline pooled it, 12 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Article
  4. Article
  5. Delayed treatment initiation of oral anticoagulants among Medicare patients with atrial fibrillation.American heart journal plus : cardiology research and practice · 2024
    Article
  6. Article
  7. Article
  8. The Association Between Cost-Related Non-Adherence Behaviors and Diabetes Outcomes.Journal of the American Board of Family Medicine : JABFM · 2023
    Article
  9. Equity in Medical Care for People Living With Diabetes.Diabetes spectrum : a publication of the American Diabetes Association · 2022
    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

9 authors at 3 institutions in 1 country.

Charlotte RastasCambridge Health Alliance, Cambridge, MA, USA.
Drew BunkerCambridge Health Alliance, Cambridge, MA, USA.
Vikas GampaMassachusetts General Hospital, Boston, MA, USA. vgampa@partners.org.
John GaudetCambridge Health Alliance, Cambridge, MA, USA.
Shirin KarimiCambridge Health Alliance, Cambridge, MA, USA.
Ariel MajidiCambridge Health Alliance, Cambridge, MA, USA.
Gaurab BasuCambridge Health Alliance, Cambridge, MA, USA.
Adam GaffneyCambridge Health Alliance, Cambridge, MA, USA.
Danny McCormickCambridge Health Alliance, Cambridge, MA, USA.
Harvard University · USCambridge Health Alliance · USMassachusetts General Hospital · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundFor people with diabetes, adherence to prescribed medications is essential. However, the rising prevalence of high-deductible health plans (HDHPs), and prices of diabetes medications such as insulin, could deter adherence.

objectiveTo assess the impact of HDHP on cost-related medication non-adherence (CRN) among non-elderly adults with diabetes in the US.

designRepeated cross-sectional survey.

settingNational Health Interview Survey, 2011-2018.

participantsA total of 7469 privately insured adults ages 18-64 with diabetes who were prescribed medications and enrolled in a HDHP or a traditional commercial health plan (TCP). MAIN MEASURES: Self-reported measures of CRN were compared between enrollees in HDHPs and TCPs overall and among the subset using insulin. Analyses were adjusted for demographic and clinical characteristics using multivariable linear regression models. KEY

resultsHDHP enrollees were more likely than TCP enrollees to not fill a prescription (13.4% vs 9.9%; adjusted percentage point difference (AD) 3.4 [95% CI 1.5 to 5.4]); skip medication doses (11.4% vs 8.5%; AD 2.8 [CI 1.0 to 4.7]); take less medication (11.1% vs 8.8%; AD 2.3 [CI 0.5 to 4.0]); delay filling a prescription to save money (14.4% vs 10.8%; AD 3.0 [CI 1.1 to 4.9]); and to have any form of CRN (20.4% vs 15.5%; AD 4.4 [CI 2.2 to 6.7]). Among those taking insulin, HDHP enrollees were more likely to have any CRN (25.1% vs 18.9%; AD 5.9 [CI 1.1 to 10.8]).

conclusionHDHPs are associated with greater CRN among people with diabetes, particularly those prescribed insulin. For people with diabetes, enrollment in non-HDHPs might reduce CRN to prescribed medications.

Indexed as

Diabetes MellitusInsulinsAdolescentAdultCross-Sectional StudiesDeductibles and CoinsuranceHealth PlanningHumansMiddle AgedUnited StatesYoung AdultInsulinscostdiabetesinsurance

Identifiers

PMID34324130
PMCPMC9198142
OpenAlexW3186994924

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.