Evidence map›Paper›PMID 35018567›Full record

ArticleJournal of general internal medicine2022

Chronic Medication Nonadherence and Potentially Preventable Healthcare Utilization and Spending Among Medicare Patients.

Yongkang Zhang, James H Flory, Yuhua Bao

Open access · bronzeAbstract read
In one paragraph

Article 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 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
3.7field-weighted citation impact, top 7% 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

8 citing papers in PubMed, 17 citations in OpenAlex.

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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 at 2 institutions in 1 country.

Yongkang ZhangDepartment of Population Health Sciences, Weill Cornell Medical College, New York, NY, USA. yoz2009@med.cornell.edu.ORCID 0000-0001-6312-9686
James H FloryDepartment of Population Health Sciences, Weill Cornell Medical College, New York, NY, USA.
Yuhua BaoDepartment of Population Health Sciences, Weill Cornell Medical College, New York, NY, USA.
Cornell University · USMemorial Sloan Kettering Cancer Center · US

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Hongbiao Carl Lekaye · 1985 to 2026
$347.4M
Understanding and Predicting High-Need, High-Cost Patients among Older AdultsR00AG064030 · NIA · WEILL MEDICAL COLL OF CORNELL UNIV · PI ZHANG, YONGKANG · 2022 to 2023
$498k
Understanding and Predicting High-Need, High-Cost Patients among Older AdultsK99AG064030 · NIA · WEILL MEDICAL COLL OF CORNELL UNIV · PI ZHANG, YONGKANG · 2020 to 2021
$250k
NCI NIH HHS P30 CA008748NIA NIH HHS K99 AG064030NIA NIH HHS R00 AG064030Patient-Centered Outcomes Research Institute PCORI/HSD-1604-35187
6 · The paper itself

Abstract

backgroundThe association between nonadherence to chronic medications and potentially preventable healthcare utilization and spending is largely unknown.

objectivesTo examine the associations of chronic medication nonadherence with potentially preventable utilization and spending among patients who were prescribed diabetic medications, renin-angiotensin system antagonists (RASA) for hypertension, or statins for high cholesterol, and compare the associations by patient race/ethnicity and socioeconomic status.

designRetrospective cohort study. Medicare fee-for-service claims data from 2013 to 2016 for 177,881 patients. MEASURES: Medication nonadherence was defined as having a below 80% proportion of days covered in each 6-month interval after the index prescription. Potentially preventable utilization was measured by preventable emergency department visits and preventable hospitalizations. Potentially preventable spending was calculated as the geographically adjusted spending associated with preventable encounters.

resultsAfter adjustment for other patient characteristics, medication nonadherence was associated with a 1.7-percentage-point increase (95% confidence interval [CI]: 1.4 to 2.0 percentage points, p < 0.001) in the probability of preventable utilization among the diabetic medication cohort, a 1.7-percentage-point increase (95% CI: 1.5 to 1.9 percentage points, p < 0.001) among the RASA cohort, and a 1.0-percentage-point increase (95% CI: 0.8 to 1.1 percentage points, p < 0.001) among the statin cohort. Among patients with at least one preventable encounter, medication nonadherence was associated with $679-$898 increased preventable spending. The incremental probability of preventable utilization and incremental spending associated with nonadherence were higher among racial/ethnic minority and low socioeconomic groups.

conclusionsImproving medication adherence is a potential avenue to reducing preventable utilization and spending. Interventions are needed to address racial/ethnic and socioeconomic disparities.

Indexed as

Diabetes MellitusHydroxymethylglutaryl-CoA Reductase InhibitorsAgedCholesterolEthnicityHumansMedicareMedication AdherenceMinority GroupsPatient Acceptance of Health CareRetrospective StudiesUnited StatesCholesterolHydroxymethylglutaryl-CoA Reductase Inhibitorshealthcare costshealthcare qualityhealthcare utilizationMedicaremedication adherence

Identifiers

PMID35018567
PMCPMC9585123
OpenAlexW4206579892

What OpenQuestion holds

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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.