Evidence map›Paper›PMID 34876428›Full record

ArticleBMJ open2021

Association between medication adherence and non-drug healthcare utilisation and costs: a retrospective longitudinal cohort study among US women age 65 and older.

Siyu Ma, Donald S Shepard, Grant A Ritter, Robert E Martell, Cindy Thomas

Open access · goldAbstract read
In one paragraph

Article in BMJ open, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
0.6field-weighted citation impact, top 31% 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

5 citing papers in PubMed, 5 citations in OpenAlex.

  1. Enhancing medication adherence with blister-packed oral oncolytics: A case example in chronic lymphocytic leukemia.Journal of oncology pharmacy practice : official publication of the International Society of Oncology Pharmacy Practitioners · 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

5 authors at 2 institutions in 1 country.

Siyu MaCenter for the Evaluation of Value and Risk in Health, Tufts Medical Center, Boston, Massachusetts, USA masy@brandeis.edu.ORCID 0000-0001-7269-2884
Donald S ShepardThe Heller School for Social Policy and Management, Brandeis University, Waltham, Massachusetts, USA.ORCID 0000-0003-2187-0593
Grant A RitterThe Heller School for Social Policy and Management, Brandeis University, Waltham, Massachusetts, USA.
Robert E MartellHematology/Oncology, Tufts Medical Center, Boston, Massachusetts, USA.
Cindy ThomasThe Heller School for Social Policy and Management, Brandeis University, Waltham, Massachusetts, USA.
Brandeis University · USTufts Medical Center · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesTo explore the association between hormone therapy (HT) adherence and non-drug healthcare utilisation and healthcare costs among patients with breast cancer.

designRetrospective longitudinal cohort study.

settingThe US Medicare beneficiaries in the SEER-Medicare-linked database

participantsWomen aged ≥ 65 with hormone-receptor positive breast cancer from 2007 through mid-2009 in the USA.

interventionsWe examined the relationship between HT and adherence and outcomes of our interests. PRIMARY AND SECONDARY OUTCOME MEASURES: Our study cohort's HT adherence, non-drug healthcare utilisation and healthcare costs for the first year of HT and each year, thereafter, for a total of 5 years.

results6045 eligible Medicare beneficiaries that met our selection criteria were included. We found that patients who were adherent to HT were associated with lower healthcare utilisation of all kinds (inpatient (0.35 vs 0.43, p<0.001), length of study during hospitalisation (4.19 vs 4.89, p<0.01), physician office visits (25.16 vs 26.17, p<0.001)), and significant reductions in many types of medical costs and neutral total healthcare costs despite the increased pharmacy costs. Half of the total medical cost reduction came from savings in hospitalisation costs.

conclusionsOur study suggests that the added cost of HT adherence was all but offset by the reduced cost for other medical care. Our study provides evidence on the potential success of implementing value-based insurance design (VBID) plans among patients with breast cancer to improve their long-term oral medication adherence. Policymakers should consider adherence improvement strategies such as VBID plans, given that the costs likely will not surpass the total savings.

Indexed as

MedicareMedication AdherenceAgedFemaleHealth Care CostsHumansLongitudinal StudiesPatient Acceptance of Health CareRetrospective StudiesUnited Statesbreast tumoursdiabetes & endocrinologyhealth policy

Identifiers

PMID34876428
PMCPMC8655572
OpenAlexW4200417470

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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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.