Relevance of Crackles to Clinician Diagnosis of Pneumonia

BACKGROUND AND OBJECTIVES Clinicians often use the presence of auscultatory crackles to guide antibiotic treatment for pneumonia, despite evidence that crackles do not strongly predict pediatric pneumonia. We evaluated the association of crackles with both clinician-diagnosed pneumonia and radiographic pneumonia. We hypothesized that physicians would overestimate the prevalence of radiographic pneumonia in children with focal crackles. METHODS We performed a prospective cohort study of children aged 3 months to 18 years undergoing chest radiography to evaluate for pneumonia in an urban tertiary-care pediatric emergency department. Using multivariable regression, we assessed the odds of both clinician-diagnosed pneumonia (based on a binary question posed to physicians) and radiographic pneumonia by presence of crackles. We compared the proportion of children with clinician-diagnosed pneumonia and radiographic pneumonia across combinations of examination findings. RESULTS Our cohort comprised 1594 children, with a median age of 3.3 years (IQR, 1.5–6.1). Among 260 children with focal crackles, 59 (22.7%) had radiographic pneumonia. Compared with children without any crackles, the adjusted odds ratio (aOR) of clinician-diagnosed pneumonia in children with focal crackles was 6.8 (95% CI, 4.8–9.8), whereas the aOR of radiographic pneumonia was 1.7 (95% CI, 1.2–2.4). In children with focal crackles alone or combined with other specified examination findings, physicians consistently overestimated the likelihood of pneumonia as compared with chest radiography. CONCLUSIONS Physicians overestimate the association between crackles and radiographic pneumonia. The use of clinical risk scores may aid in objectively quantifying the risk of radiographic pneumonia in children with respiratory illness.

Authors

Institutions

Publication Details

Journal
Pediatrics Open Science
Published
2025-04-28
DOI
https://doi.org/10.1542/pedsos.2025-000455
Primary Topic
COVID-19 diagnosis using AI
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Relevance of Crackles to Clinician Diagnosis of Pneumonia

Susan C. Lipsett, Alexandra T. Geanacopoulos, Kenneth A. Michelson, Mark I. Neuman et al.
Pediatrics Open Science
COVID-19 diagnosis using AI
article

Relevance of Crackles to Clinician Diagnosis of Pneumonia

Susan C. Lipsett, Alexandra T. Geanacopoulos, Kenneth A. Michelson, Mark I. Neuman, Michael C. Monuteaux, Alexander W. Hirsch
article en

Abstract

BACKGROUND AND OBJECTIVES Clinicians often use the presence of auscultatory crackles to guide antibiotic treatment for pneumonia, despite evidence that crackles do not strongly predict pediatric pneumonia. We evaluated the association of crackles with both clinician-diagnosed pneumonia and radiographic pneumonia. We hypothesized that physicians would overestimate the prevalence of radiographic pneumonia in children with focal crackles. METHODS We performed a prospective cohort study of children aged 3 months to 18 years undergoing chest radiography to evaluate for pneumonia in an urban tertiary-care pediatric emergency department. Using multivariable regression, we assessed the odds of both clinician-diagnosed pneumonia (based on a binary question posed to physicians) and radiographic pneumonia by presence of crackles. We compared the proportion of children with clinician-diagnosed pneumonia and radiographic pneumonia across combinations of examination findings. RESULTS Our cohort comprised 1594 children, with a median age of 3.3 years (IQR, 1.5–6.1). Among 260 children with focal crackles, 59 (22.7%) had radiographic pneumonia. Compared with children without any crackles, the adjusted odds ratio (aOR) of clinician-diagnosed pneumonia in children with focal crackles was 6.8 (95% CI, 4.8–9.8), whereas the aOR of radiographic pneumonia was 1.7 (95% CI, 1.2–2.4). In children with focal crackles alone or combined with other specified examination findings, physicians consistently overestimated the likelihood of pneumonia as compared with chest radiography. CONCLUSIONS Physicians overestimate the association between crackles and radiographic pneumonia. The use of clinical risk scores may aid in objectively quantifying the risk of radiographic pneumonia in children with respiratory illness.

Pediatrics Open ScienceVol. 1(2)
Northwestern University (US), Boston Children's Hospital (US), Lurie Children's Hospital (US), Harvard University (US), Lurie Children's Hospital (US)
Agency for Healthcare Research and Quality
Openalex Percentile: Top 86%
COVID-19 diagnosis using AI
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.