Evidence map›Paper›PMID 21857811›Full record

ArticlePLoS medicine2011

Changes in drug utilization during a gap in insurance coverage: an examination of the medicare Part D coverage gap.

Jennifer M Polinski, William H Shrank, Haiden A Huskamp, Robert J Glynn, Joshua N Liberman, Sebastian Schneeweiss

Erratum issuedAbstract readComparative Study
In one paragraph

Article in PLoS medicine, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 22 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed, 2 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

22 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Factors associated with medication adherence trajectory among patients treated with oral anticancer drugs: a multicentre cohort study.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025
    Observational
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Impact of Medicare Part D on Racial and Ethnic Minorities.Diversity and equality in health and care · 2016
    Article
  10. Article
  11. Review
  12. Article
  13. Article
  14. Article
  15. Medication adherence behaviors of Medicare beneficiaries.Patient preference and adherence · 2014
    Article
  16. Digesting the doughnut hole.Journal of health economics · 2013
    Article
  17. Article
  18. Association between the Part D coverage gap and adverse health outcomes.Journal of the American Geriatrics Society · 2012
    Article
  19. Beneficiaries with cardiovascular disease and thePart D coverage gap.Circulation. Cardiovascular quality and outcomes · 2012
    Article
  20. Article
4 · The record

Corrections and comments

  • Erratum issued
5 · Who and what money

Authors and funding

6 authors.

Jennifer M PolinskiDivision of Pharmacoepidemiology and Pharmacoeconomics, Brigham and Women's Hospital, Boston, Massachusetts, United States of America. jpolinski@partners.org
William H Shrank
Haiden A Huskamp
Robert J Glynn
Joshua N Liberman
Sebastian Schneeweiss

Funding

TRAINING PROGRAM IN EPIDEMIOLOGIC RESEARCH ON AGINGT32AG000158 · NIA · BRIGHAM AND WOMEN'S HOSPITAL · PI GAZIANO, J. MICHAEL · 1988 to 2015
$2.1M
Impact of Medicare Drug Coverage on Antidepressant Quality and OutcomesU01MH079175 · NIMH · BRIGHAM AND WOMEN'S HOSPITAL · PI SCHNEEWEISS, SEBASTIAN G. · 2007 to 2010
$1.6M
An intervention to improve rational prescribing in cardiovascular diseaseK23HL090505 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI SHRANK, WILLIAM · 2007 to 2010
$650k
NHLBI NIH HHS K23 HL-090505NHLBI NIH HHS K23 HL090505NIA NIH HHS T32 AG000158NIMH NIH HHS U01 MH079175NIMH NIH HHS U01MH079175-02
6 · The paper itself

Abstract

backgroundNations are struggling to expand access to essential medications while curbing rising health and drug spending. While the US government's Medicare Part D drug insurance benefit expanded elderly citizens' access to drugs, it also includes a controversial period called the "coverage gap" during which beneficiaries are fully responsible for drug costs. We examined the impact of entering the coverage gap on drug discontinuation, switching to another drug for the same indication, and drug adherence. While increased discontinuation of and adherence to essential medications is a regrettable response, increased switching to less expensive but therapeutically interchangeable medications is a positive response to minimize costs. METHODS AND

findingsWe followed 663,850 Medicare beneficiaries enrolled in Part D or retiree drug plans with prescription and health claims in 2006 and/or 2007 to determine who reached the gap spending threshold, n = 217,131 (33%). In multivariate Cox proportional hazards models, we compared drug discontinuation and switching rates in selected drug classes after reaching the threshold between all 1,993 who had no financial assistance during the coverage gap (exposed) versus 9,965 multivariate propensity score-matched comparators with financial assistance (unexposed). Multivariate logistic regressions compared drug adherence (≤ 80% versus >80% of days covered). Beneficiaries reached the gap spending threshold on average 222 d ±79. At the drug level, exposed beneficiaries were twice as likely to discontinue (hazard ratio [HR]  = 2.00, 95% confidence interval [CI] 1.64-2.43) but less likely to switch a drug (HR  = 0.60, 0.46-0.78) after reaching the threshold. Gap-exposed beneficiaries were slightly more likely to have reduced adherence (OR  = 1.07, 0.98-1.18).

conclusionsA lack of financial assistance after reaching the gap spending threshold was associated with a doubling in discontinuing essential medications but not switching drugs in 2006 and 2007. Blunt cost-containment features such as the coverage gap have an adverse impact on drug utilization that may conceivably affect health outcomes.

Indexed as

Cohort StudiesDrug UtilizationHealth ExpendituresHealth Planning SupportHumansInsurance CoverageLogistic ModelsMedicare Part DPrescription DrugsPrescription FeesProportional Hazards ModelsUnited StatesPrescription Drugs

Identifiers

PMID21857811
PMCPMC3156689

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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.