Evidence map›Paper›PMID 32043705›Full record

Observational studyJournal of clinical nursing2020

Factors associated with workarounds in barcode-assisted medication administration in hospitals.

Willem van der Veen, Katja Taxis, Hans Wouters, Hester Vermeulen, David W Bates, Patricia M L A van den Bemt, BCMA Study Group

Abstract readMulticenter StudyObservational Study
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed, 2 pooled it
–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

16 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Article
  4. Modeling anesthetic-drug label detection for low-resource operating rooms.BMC medical informatics and decision making · 2025
    Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Precision and Virtual Care.Yearbook of medical informatics · 2024
    Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Disappearing expertise in clinical automation: Barcode medication administration and nurse autonomy.Journal of the American Medical Informatics Association : JAMIA · 2021
    Article
  16. Observational
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

7 authors.

Willem van der VeenUnit PharmacoTherapy, Epidemiology & Economics, Faculty of Science and Engineering, University of Groningen, Groningen, The Netherlands.ORCID https://orcid.org/0000-0003-4603-8736
Katja TaxisUnit PharmacoTherapy, Epidemiology & Economics, Faculty of Science and Engineering, University of Groningen, Groningen, The Netherlands.ORCID https://orcid.org/0000-0001-8539-2004
Hans WoutersGeneral Practitioners Research Institute, University of Groningen, Groningen, The Netherlands.ORCID https://orcid.org/0000-0001-7711-0476
Hester VermeulenDepartment of IQ Healthcare, Scientific Center for Quality of Healthcare, Radboud Institute of Health Sciences, Nijmegen, The Netherlands.ORCID https://orcid.org/0000-0002-0743-2979
David W BatesHarvard Medical School and Brigham and Woman's Hospital, Boston, MA, USA.ORCID https://orcid.org/0000-0001-6268-1540
Patricia M L A van den BemtDepartment Clinical Pharmacy and Pharmacology, University Medical Center Groningen, Groningen, The Netherlands.ORCID https://orcid.org/0000-0003-1418-5520
BCMA Study Group

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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

WorkflowAdultElectronic Data ProcessingFemaleHumansMaleMedication ErrorsMedication Systems, HospitalNetherlandsNursing Staff, HospitalProspective StudiesBarcode-assisted Medication Administrationhealth information technologymedication safetynurse-performed-workaroundsnurse workloadquality of care

Identifiers

PMID32043705
PMCPMC7328795

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.