Evidence map›Paper›PMID 41551222›Full record

ArticleJAC-antimicrobial resistance2026

A full educational resource review of grey literature resources for vancomycin dosing tutorials.

Emma S Kuska, Jen Mlyniec, Kathleen L Wantuch, Logan Brock, Kathryn E Desear, Timothy P Gauthier, Elizabeth B Hirsch, Wesley D Kufel, Taylor Morrisette, Matthew Pearsall and 2 more

Abstract read
In one paragraph

Article in JAC-antimicrobial resistance, 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

12 authors.

Emma S KuskaDepartment of Pharmacy Practice, Albany College of Pharmacy and Health Sciences, Albany, NY, USA.
Jen MlyniecCenter for Innovative Teaching and Learning, Albany College of Pharmacy and Health Sciences, Albany, NY, USA.
Kathleen L WantuchGeorge and Leona Lewis Library, Albany College of Pharmacy and Health Sciences, Albany, NY, USA.
Logan BrockDepartment of Pharmacy, University of Florida Health Shands Hospital, Gainesville, FL, USA.
Kathryn E DesearDepartment of Pharmacy Education and Practice, University of Florida College of Pharmacy, Gainesville, FL, USA.
Timothy P GauthierAntimicrobial Stewardship Clinical Program Manager, Clinical Pharmacy Enterprise, Baptist Health South Florida, Miami, FL, USA.
Elizabeth B HirschDepartment of Experimental and Clinical Pharmacology, University of Minnesota, College of Pharmacy, Minneapolis, MN, USA.ORCID https://orcid.org/0000-0002-0462-0421
Wesley D KufelDepartment of Pharmacy Practice, State University of New York at Binghamton School of Pharmacy and Pharmaceutical Sciences, Binghamton, NY, USA.ORCID https://orcid.org/0000-0001-7703-096X
Taylor MorrisetteDepartment of Clinical Pharmacy & Outcomes Sciences, Medical University of South Carolina College of Pharmacy, Charleston, SC, USA.
Matthew PearsallPharmacy, Glens Falls Hospital, Glens Falls, NY, USA.
Bryan P WhiteDepartment of Pharmacy, OU Health, Oklahoma City, OK, USA.
Joseph J CarrenoDepartment of Pharmacy Practice, Albany College of Pharmacy and Health Sciences, Albany, NY, USA.ORCID https://orcid.org/0000-0001-9272-6973

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Optimized vancomycin dosing is associated with improved clinical outcomes, especially decreased acute kidney injury. Free, online, grey literature training materials are available for vancomycin dosing; however, their utility is unclear. Objectives: This study evaluates the utility of these tools for just-in-time (e.g. refresher courses) training for general clinicians dosing vancomycin. Methods: A structured grey literature review of websites was performed, and the Online Course Quality Review (OSCQR) rubric was modified for this study. Eligible resources included free, web-based tutorials aimed at general clinicians. The materials were evaluated using the rubric. Data were summarized as counts and proportions. Results: A total of 65 online resources were identified. Seven resources were eligible for inclusion and reviewed. The OSCQR rubric was modified to include 17 relevant items. The average (range) number of elements per resource was 10 per resource (6-14). The resources with the largest proportions of elements were MemoryPharm (14/17, 82%), DoseMe (13/17, 76%) and ClinCalc (11/17, 65%). Evaluating only the High Impact Standards, MemoryPharm, DoseMe, and ClinCalc had (11/11, 100%), (9/11,82%), and (7/11,64%). Conclusions: Memory Pharm, DoseMe, and ClinCalc performed highly using the OSCQR rubric. The additional resources may be useful in other domains, such as site-wide implementation or for more in-depth review. Further research is needed to understand the utility of these resources in clinical education.

Identifiers

PMID41551222
PMCPMC12810049

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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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.