Observational studyJournal of clinical nursing2020
Factors associated with workarounds in barcode-assisted medication administration in hospitals.
Observational study in Journal of clinical nursing, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 2 of them syntheses that pooled 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.
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.
Who cites it
16 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Assessing the Effectiveness of Interventions Implemented by Nurses to Reduce Medication Administration Errors in Hospitalised Acute Adult Patient Settings: Systematic Review and Meta-Analysis.Journal of clinical nursing · 2026Pooled it
- Pooled it
- The Influence of Nurse Staffing and Workload on Medication Administration Errors: A Scoping Review.Journal of advanced nursing · 2026Article
- Modeling anesthetic-drug label detection for low-resource operating rooms.BMC medical informatics and decision making · 2025Article
- Understanding Antecedents of Nurses' and Physicians' Workaround Behavior Regarding Hospital Information Systems: Qualitative Interview Study.Journal of medical Internet research · 2025Article
- Barcode medication administration system use and safety implications: a data-driven longitudinal study supported by clinical observation.BMJ health & care informatics · 2025Article
- "I know I shouldn't but …" the inevitable tension of using workarounds to be a "good nurse".Frontiers in health services · 2025Article
- Detecting clinical medication errors with AI enabled wearable cameras.NPJ digital medicine · 2024Article
- Precision and Virtual Care.Yearbook of medical informatics · 2024Article
- Implementation of barcode medication administration (BMCA) technology on infusion pumps in the operating rooms.BMJ open quality · 2023Article
- A Novel Use of Bar Code Medication Administration Data to Assess Nurse Staffing and Workload.Applied clinical informatics · 2023Article
- Nurses' harm prevention practices during admission of an older person to the hospital: A multi-method qualitative study.Journal of advanced nursing · 2022Article
- The impact of a novel medication scanner on administration errors in the hospital setting: a before and after feasibility study.BMC medical informatics and decision making · 2022Article
- Developing an immersive virtual reality medication administration scenario using the nominal group technique.Nurse education in practice · 2021Article
- Disappearing expertise in clinical automation: Barcode medication administration and nurse autonomy.Journal of the American Medical Informatics Association : JAMIA · 2021Article
- Factors associated with workarounds in barcode-assisted medication administration in hospitals.Journal of clinical nursing · 2020Observational
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
AIMS AND
objectivesTo identify that workarounds (defined as "informal temporary practices for handling exceptions to normal procedures or workflow") by nurses using information technology potentially compromise medication safety. Therefore, we aimed to identify potential risk factors associated with workarounds performed by nurses in Barcode-assisted Medication Administration in hospitals.
backgroundMedication errors occur during the prescribing, distribution and administration of medication. Errors could harm patients and be a tragedy for both nurses and medical doctors involved. Interventions to prevent errors have been developed, including those based on information technology. To cope with shortcomings in information technology-based interventions as Barcode-assisted Medication Administration, nurses perform workarounds. Identification of workarounds in information technology is essential to implement better-designed software and processes which fit the nurse workflow.
designWe used the data from our previous prospective observational study, performed in four general hospitals in the Netherlands using Barcode techniques, to administer medication to inpatients.
methodsData were collected from 2014-2016. The disguised observation was used to gather information on potential risk factors and workarounds. The outcome was a medication administration with one or more workarounds. Logistic mixed models were used to determine the association between potential risk factors and workarounds. The STROBE checklist was used for reporting our data.
resultsWe included 5,793 medication administrations among 1,230 patients given by 272 nurses. In 3,633 (62.7%) of the administrations, one or more workarounds were observed. In the multivariate analysis, factors significantly associated with workarounds were the medication round at 02 p.m.-06 p.m. (adjusted odds ratio [OR]: 1.60, 95% CI: 1.05-2.45) and 06 p.m.-10 p.m. (adjusted OR: 3.60, 95% CI: 2.11-6.14) versus the morning shift 06 a.m.-10 a.m., the workdays Monday (adjusted OR: 2.59, 95% CI: 1.51-4.44), Wednesday (adjusted OR: 1.92, 95% CI: 1.2-3.07) and Saturday (adjusted OR: 2.24, 95% CI: 1.31-3.84) versus Sunday, the route of medication, nonoral (adjusted OR: 1.28, 95% CI: 1.05-1.57) versus the oral route of drug administration, the Anatomic Therapeutic Chemical classification-coded medication "other" (consisting of the irregularly used Anatomic Therapeutic Chemical classes [D, G, H, L, P, V, Y, Z]) (adjusted OR: 1.49, 95% CI: 1.05-2.11) versus Anatomic Therapeutic Chemical class A (alimentary tract and metabolism), and the patient-nurse ratio ≥6-1 (adjusted OR: 5.61, 95% CI: 2.9-10.83) versus ≤5-1.
conclusionsWe identified several potential risk factors associated with workarounds performed by nurses that could be used to target future improvement efforts in Barcode-assisted Medication Administration. RELEVANCE TO CLINICAL PRACTICE: Nurses administering medication in hospitals using Barcode-assisted Medication Administration frequently perform workarounds, which may compromise medication safety. In particular, nurse workload and the patient-nurse ratio could be the focus for improvement measures as these are the most clearly modifiable factors identified in this study.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.