Evidence map›Paper›PMID 40642585›Full record

ArticleHCA healthcare journal of medicine2025

Automated Dispensing Cabinet Stocking Schedule and Inventory Management Optimization.

Daniel Elkes, Victoria Timmons

Abstract read
In one paragraph

Article in HCA healthcare journal of medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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

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

2 authors.

Daniel ElkesVirginia Commonwealth University Health System, Richmond, Virginia.
Victoria TimmonsHCA Florida North Florida Hospital, Gainesville, Florida.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Prior practice in a 523-bed community hospital required automated dispensing cabinets (ADCs) to be replenished daily by early afternoon to ensure accurate drug ordering. Because of the tight time window, technicians frequently refilled ADCs during peak medication administration times. After a positive report from a smaller facility in the health system, the study facility implemented a quality improvement project to optimize the ADCs. This involved new processes of every-other-day ADC replenishment staggered via shift-specific workflows, and a dedicated technician was assigned to optimize ADC inventories. Methods: Monthly reports of ADC refilling and dispensing transactions were compiled from inpatient, nonprocedural units. Data on stock-out transactions, when a nurse attempts to remove a medication from an empty ADC pocket, were obtained from facility reports from the same machines. Based on hospital policy for standard medication administration times, peak times were identified. For these time windows, an overlap ratio was calculated by dividing the relative frequencies of refill and dispense transactions. The average overlap ratios were calculated for the pre- and post-implementation periods. Stock-out transactions were tracked monthly, and a 95% confidence interval was constructed for all months before implementation. Results: Post-implementation, monthly stock-out counts significantly decreased by 38% within 6 months. While there was no change in medication dispensing patterns, there was a major shift in refilling activity patterns. Overlap during morning peak times decreased, but overlap increased during the evening peak times due to the rearrangement of technician shift times and workflows. Conclusion: After implementation of the new process and ADC inventory optimization, refill habits significantly changed, leading to reduced technician-nurse overlap during the morning medication pass, likely due to the spread out replenishment schedule. Dispensing habits did not change during the study period, and while there was a significant decrease in stock-outs post-implementation, there was insufficient data to assess effects of the new refilling processes.

Indexed as

ADCautomated dispensing cabinethospitalinventoryoperationsoptimizationpharmacy servicequality improvementworkflow

Identifiers

PMID40642585
PMCPMC12240404

What OpenQuestion holds

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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.