Evidence map›Paper›PMID 42016270›Full record

ArticleExploratory research in clinical and social pharmacy2026

Drug supply chain disruptions and outpatient medication shortages in the Veterans Health Administration, 2017-2020.

Sherrie L Aspinall, Clara Kima, Xinhua Zhao, Carolyn T Thorpe, Francesca E Cunningham, Walid F Gellad, Peter A Glassman, Chester B Good, Jennifer Martin, Mina Tadrous and 1 more

Abstract read
In one paragraph

Article in Exploratory research in clinical and social pharmacy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

11 authors.

Sherrie L AspinallVA Center for Medication Safety/Pharmacy Benefits Management Services, Hines, IL, USA.
Clara KimaVA Center for Medication Safety/Pharmacy Benefits Management Services, Hines, IL, USA.
Xinhua ZhaoVA Center for Healthcare Evaluation, Research, and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA.
Carolyn T ThorpeVA Center for Healthcare Evaluation, Research, and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA.
Francesca E CunninghamVA Center for Medication Safety/Pharmacy Benefits Management Services, Hines, IL, USA.
Walid F GelladVA Center for Healthcare Evaluation, Research, and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA.
Peter A GlassmanVA Pharmacy Benefits Management Services, Washington, DC, USA.
Chester B GoodDepartment of Medicine, University of Pittsburgh, Pittsburgh, PA, USA.
Jennifer MartinVA Pharmacy Benefits Management Services, Washington, DC, USA.
Mina TadrousLeslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON, Canada.
Katie J SudaVA Center for Healthcare Evaluation, Research, and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: We sought to describe how often and circumstances in which supply chain disruptions were associated with outpatient drug shortages within the Veterans Health Administration (VHA). Methods: We conducted a descriptive analysis of VHA purchasing data for drugs used to treat chronic conditions for outpatients with a supply chain report from 2017 to 2020. In primary analyses, a VHA drug shortage was defined as a ≥ 10% absolute decrease in percentage of doses ordered that were filled by the wholesaler and/or a ≥ 10% relative decrease in total number of doses filled, comparing the 3 months after the reporting date with the 6 months before. We also examined longitudinal ordering and filling data over 12 months before and after the reporting date by whether the medication resulted in a shortage to VHA. Results: Of 64 medications with supply chain disruptions, 67% ( Conclusions: Among ambulatory-focused medications for chronic conditions, a high proportion of those with supply chain disruptions were associated with shortages to VHA. Sharp increases in medication ordering may serve as an early signal of shortages.

Indexed as

DrugMedicationOutpatientPharmaceutical supply chainShortageVeterans

Identifiers

PMID42016270
PMCPMC13092708

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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.