Evidence map›Paper›PMID 42375889›Full record

ArticleCureus2026

Drivers of Routine Inpatient Laboratory Overuse and Preferred Stewardship Interventions Among Residents: A Cross-Sectional Survey at a Tertiary Care Center in Lebanon.

Ali Ghais, Moied Al Sakan, Ouwais AlKhateb, Youssef Diab, Hadi Itani, Rose Daher, Ghazi Zaatari

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Article in Cureus, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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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

7 authors.

Ali GhaisInternal Medicine, American University of Beirut, Beirut, LBN.
Moied Al SakanCardiology, American University of Beirut, Beirut, LBN.
Ouwais AlKhatebInternal medicine, American University of Beirut, Beirut, LBN.
Youssef DiabInternal Medicine, University of Balamand, Beirut, LBN.
Hadi ItaniInternal Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, USA.
Rose DaherLaboratory Medicine, American University of Beirut, Beirut, LBN.
Ghazi ZaatariPathology, American University of Beirut, Beirut, LBN.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveThe objective of the study was to characterize residents' self-reported inpatient laboratory and imaging ordering practices, perceived drivers of routine daily testing, and preferred stewardship strategies.

methodsWe conducted an anonymous cross-sectional web-based survey of internal medicine and general surgery residents at a tertiary academic medical center. The survey assessed resident characteristics, attitudes toward routine laboratory testing, self-reported ordering practices, perceived drivers of unnecessary testing, and preferred interventions to improve ordering behavior. Responses were summarized using counts and percentages, with Wilson 95% confidence intervals calculated for key proportions. Exploratory subgroup comparisons were performed using Fisher's exact test.

resultsAmong 115 invited residents, 62 complete responses were included (53.9%). Frequent routine laboratory ordering was reported by 40 (64.5%), although most respondents disagreed with daily laboratory testing irrespective of clinical need. The most commonly perceived unnecessary tests were chemistry panels, selected by 47 (75.8%), and complete blood counts, selected by 46 (74.2%). The most cited drivers of unnecessary testing were habitual practice, reported by 39 (62.9%), limited cost awareness, reported by 36 (58.1%), and anticipated attending requests, reported by 27 (43.5%). The most endorsed strategies were brief cost awareness sessions, selected by 37 (59.7%), bundled laboratory pricing, selected by 34 (54.8%), and removing daily laboratory options from order sets, selected by 27 (43.5%). Efficiency training on laboratory and imaging ordering was perceived as beneficial by 47 (75.8%). In exploratory subgroup analyses, frequent routine laboratory ordering was more common among junior than senior residents, 29 of 36 (80.6%) versus 11 of 26 (42.3%), Fisher's exact p = 0.003, while no significant difference was observed between internal medicine and general surgery residents.

conclusionsResidents perceived routine repeat inpatient laboratory testing as a low-value practice, yet many reported ordering routine tests frequently. The main perceived drivers were modifiable system and training factors, including habit, limited cost visibility, default order sets, and perceived attending expectations. These findings support the development of a resident-informed diagnostic stewardship intervention focused on practical education, cost transparency, and workflow changes.

Indexed as

educationhospital medicinelaboratory medicinepracticeresidents

Identifiers

PMID42375889
PMCPMC13313051

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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.