Evidence mapPaperPMID 41716357Full record

ReviewExploratory research in clinical and social pharmacy2026

Automated dispensing cabinets and nurse-related medication errors in inpatient settings: A systematic review.

Arab Elsadig Salih Osman, Nour Isleem, Dena Al-Thani, Aya Elsakka

Abstract readReview
In one paragraph

Review 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.

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

4 authors.

Arab Elsadig Salih OsmanHamad Bin Khalifa University (HBKU), College of Science and Engineering, Doha, Qatar.
Nour IsleemDoha, Qatar.
Dena Al-ThaniHamad Bin Khalifa University (HBKU), College of Science and Engineering, Doha, Qatar.
Aya ElsakkaHamad Bin Khalifa University (HBKU), College of Science and Engineering, Doha, Qatar.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Automated Dispensing Cabinets (ADCs) are computerized medication storage and dispensing systems increasingly used in inpatient hospital settings to support safe medication administration. As nurses represent the final point of medication delivery to patients, understanding the impact of ADCs on nurse-related medication errors is critical. This systematic review aimed to assess the association between ADC implementation and medication errors involving nurses in inpatient hospital settings. Methods: A systematic search of PubMed, MEDLINE, Scopus, and Google Scholar identified 16 eligible studies published between 2008 and 2025 from 184 retrieved records. Included studies employed quantitative, qualitative, and mixed-methods designs. Risk of bias was assessed using the Mixed Methods Appraisal Tool (MMAT), and findings were synthesized narratively due to heterogeneity in study designs and outcome measures. Results: Across quantitative studies, ADC implementation was generally associated with reductions in reported medication errors, particularly omission errors and wrong drug or wrong dose events, although reported reductions varied widely. Some studies reported maintenance of previously low error rates. Qualitative findings described perceived improvements in workflow efficiency, medication access, and nurses' confidence in medication safety, alongside temporary workflow challenges during early implementation. Conclusions: Overall, the evidence suggests that ADCs may support safer medication administration and nursing workflows when appropriately implemented. However, evidence quality is limited by largely observational designs, heterogeneous error definitions, and inconsistent outcome reporting, highlighting the need for more standardized and methodologically robust research.

Indexed as

ADC implementationAutomated dispensing cabinetsInpatient careMedication errorsNursingPatient safetyWorkflow efficiency

Identifiers

PMID41716357
PMCPMC12915045

What Socratic holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

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 Socratic graph.