Evidence map›Paper›PMID 40274738›Full record

ArticleJournal of general internal medicine2025

Optimizing Intervention Sequences to Reduce Physician Blood Urea Nitrogen Test Overuse: A Multi-Hospital Analysis.

Pamela Mathura, Mark Grasdal, Sandra Marini, Mohua Podder, Narmin Kassam

Abstract readMulticenter Study
In one paragraph

Article in Journal of general internal medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

5 authors.

Pamela MathuraUniversity of Alberta, Department of Medicine, Edmonton, AB, Canada. pam.mathura@ahs.ca.
Mark GrasdalUniversity of Alberta, Department of Medicine, Edmonton, AB, Canada.ORCID 0000-0002-8864-709X
Sandra MariniUniversity of Alberta, Department of Medicine, Edmonton, AB, Canada.
Mohua PodderAlberta School of Business, University of Alberta, Edmonton, AB, Canada.
Narmin KassamUniversity of Alberta, Department of Medicine, Edmonton, AB, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundOveruse of hospital laboratory testing has been identified as a priority for quality improvement (QI). A multifaceted initiative to reduce blood urea nitrogen (BUN) ordering was implemented in hospitals across one Canadian province, preceded by either a system-focused (SF) [electronic medical record (EMR)], person-focused (PF) [performance audit and education], or no intervention.

objectiveThe purpose of this study was to demonstrate the impact of sequencing and combining interventions on Medicine physician BUN test ordering practice beyond a single hospital context.

designAn interrupted time series with segmented regression analysis was completed. The total monthly BUN count for six hospital Medicine programs located in three different health zones in Alberta for a period of 6 and 7 years were grouped into EMR hospitals (n = 3) and non-EMR hospitals (n = 3) post-QI initiative participation. MAIN MEASURES: Monthly BUN test order count. KEY

resultsMonthly BUN test ordering for each hospital medicine program resulted in a cumulative reduction of 51 to 95%, respectively. The highest reduction (95%, slope p < 0.001) occurred with the intervention sequence of PF followed by SF, with EMR implementation. A similar reduction (93%, slope p = 0.095) was observed when PF and SF were implemented concurrently, followed by an additional PF intervention. Hospitals with EMR implementation showed less data variability month-to-month compared to non-EMR hospitals. Lower reductions occurred with PF followed by another PF intervention (57%, slope p = 0.33) and a single PF intervention without follow-up (51%, slope p = 0.62).

conclusionsReviewing total monthly BUN ordering over several years revealed that no intervention sequence or combination was similar; however, all (urban and rural) hospitals had continued reductions. An intervention applying the sequence of PF, SF, with EMR implementation while incorporating other influential factors is essential for sustained behavioral change. Effective implementation may require consideration of hospital workflows, practitioner norms, costs, and policy changes for broader adaptability.

Indexed as

Blood Urea NitrogenPractice Patterns, Physicians'Quality ImprovementAlbertaElectronic Health RecordsHumansInterrupted Time Series AnalysisHealthcare quality improvementInfluential factorsInpatient laboratory testsMedical behaviorTest ordering

Identifiers

PMID40274738
PMCPMC12612435

What OpenQuestion holds

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Registered trials

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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.