Evidence map›Paper›PMID 35737945›Full record

ArticleClinical infectious diseases : an official publication of the Infectious Diseases Society of America2023

Patterns, Predictors, and Intercenter Variability in Empiric Gram-Negative Antibiotic Use Across 928 United States Hospitals.

Katherine E Goodman, Jonathan D Baghdadi, Laurence S Magder, Emily L Heil, Mark Sutherland, Ryan Dillon, Laura Puzniak, Pranita D Tamma, Anthony D Harris

Abstract read
In one paragraph

Article in Clinical infectious diseases : an official publication of the Infectious Diseases Society of America, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing 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

19 citing papers in PubMed.

  1. Article
  2. Article
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  5. Association Between Delayed Broad-Spectrum Gram-negative Antibiotics and Clinical Outcomes: How Much Does Getting It Right With Empiric Antibiotics Matter?Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2025
    Article
  6. Epidemiology and Outcomes of Antibiotic De-escalation in Patients With Suspected Sepsis in US Hospitals.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2025
    Article
  7. Article
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  9. Observational
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  17. Physician antimicrobial prescribing and patient outcomes on general medical wards: a multicentre retrospective cohort study.CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne · 2023
    Article
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  19. Article
4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

9 authors.

Katherine E GoodmanDepartment of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, USA.ORCID 0000-0003-2851-775X
Jonathan D BaghdadiDepartment of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, USA.
Laurence S MagderDepartment of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, USA.
Emily L HeilDepartment of Pharmacy Practice and Science, University of Maryland School of Pharmacy, Baltimore, Maryland, USA.
Mark SutherlandDivision of Critical Care, Departments of Emergency Medicine and Internal Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA.
Ryan DillonMerck & Co, Inc, Rahway, New Jersey, USA.
Laura PuzniakMerck & Co, Inc, Rahway, New Jersey, USA.
Pranita D TammaDepartment of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Anthony D HarrisDepartment of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, USA.

Funding

University of Maryland Claude D. Pepper Older Americans Independence Center (UM-OAIC)P30AG028747 · NIA · UNIVERSITY OF MARYLAND BALTIMORE · PI Stephen L. Seliger · 2006 to 2026
$28.9M
AHRQ HHS K08 HS028854NIA NIH HHS P30 AG028747
6 · The paper itself

Abstract

backgroundEmpiric antibiotic use among hospitalized adults in the United States (US) is largely undescribed. Identifying factors associated with broad-spectrum empiric therapy may inform antibiotic stewardship interventions and facilitate benchmarking.

methodsWe performed a retrospective cohort study of adults discharged in 2019 from 928 hospitals in the Premier Healthcare Database. "Empiric" gram-negative antibiotics were defined by administration before day 3 of hospitalization. Multivariable logistic regression models with random effects by hospital were used to evaluate associations between patient and hospital characteristics and empiric receipt of broad-spectrum, compared to narrow-spectrum, gram-negative antibiotics.

resultsOf 8 017 740 hospitalized adults, 2 928 657 (37%) received empiric gram-negative antibiotics. Among 1 781 306 who received broad-spectrum therapy, 30% did not have a common infectious syndrome present on admission (pneumonia, urinary tract infection, sepsis, or bacteremia), surgery, or an intensive care unit stay in the empiric window. Holding other factors constant, males were 22% more likely (adjusted odds ratio [aOR], 1.22 [95% confidence interval, 1.22-1.23]), and all non-White racial groups 6%-13% less likely (aOR range, 0.87-0.94), to receive broad-spectrum therapy. There were significant prescribing differences by region, with the highest adjusted odds of broad-spectrum therapy in the US West South Central division. Even after model adjustment, there remained substantial interhospital variability: Among patients receiving empiric therapy, the probability of receiving broad-spectrum antibiotics varied as much as 34+ percentage points due solely to the admitting hospital (95% interval of probabilities: 43%-77%).

conclusionsEmpiric gram-negative antibiotic use is highly variable across US regions, and there is high, unexplained interhospital variability. Sex and racial disparities in the receipt of broad-spectrum therapy warrant further investigation.

Indexed as

Anti-Bacterial AgentsPneumoniaAdultHospitalizationHospitalsHumansMaleRetrospective StudiesUnited StatesAnti-Bacterial Agentsantibiotic stewardshipempiric therapygram-negative antibioticsinpatient antibiotic utilization

Identifiers

PMID35737945
PMCPMC9907550

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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.