Evidence map›Paper›PMID 36919206›Full record

ArticleInfection control and hospital epidemiology2023

The incidence, duration, risk factors, and age-based variation of missed opportunities to diagnose pertussis: A population-based cohort study.

Nicholas J Evans, Alan T Arakkal, Joseph E Cavanaugh, Jason G Newland, Philip M Polgreen, Aaron C Miller

Open access · hybridAbstract read
In one paragraph

Article in Infection control and hospital epidemiology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
1.9field-weighted citation impact, top 16% of its field
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

9 citing papers in PubMed, 10 citations in OpenAlex.

  1. The Diagnostic Course of Sarcoidosis: A Population-Based Study Highlighting Risk Factors for a Delay in Diagnosis.Sarcoidosis, vasculitis, and diffuse lung diseases : official journal of WASOG · 2026
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  8. The 2024 resurgence ofFrontiers in public health · 2025
    Article
  9. 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

6 authors at 2 institutions in 1 country.

Nicholas J EvansDepartment of Internal Medicine, University of Iowa, Iowa City, Iowa.
Alan T ArakkalDepartment of Biostatistics, University of Iowa, Iowa City, Iowa.
Joseph E CavanaughDepartment of Biostatistics, University of Iowa, Iowa City, Iowa.ORCID 0000-0002-0514-7664
Jason G NewlandDepartment of Pediatrics, Washington University in St. Louis, St. Louis, Missouri.
Philip M PolgreenDepartment of Internal Medicine, University of Iowa, Iowa City, Iowa.
Aaron C MillerDepartment of Internal Medicine, University of Iowa, Iowa City, Iowa.ORCID 0000-0002-6828-8966
University of Iowa · USWashington University in St. Louis · US

Funding

The University of Iowa Clinical and Translational Science AwardUL1TR002537 · NCATS · UNIVERSITY OF IOWA · PI HANSEN, MARLAN R, WINOKUR, PATRICIA · 2018 to 2022
$20.0M
SHORT-TERM TRAINING: STUDENTS IN HEALTH PROF. SCHOOLST35HL007485 · NHLBI · UNIVERSITY OF IOWA · PI ROGHAIR, ROBERT D · 1985 to 2019
$4.3M
An expert-guided machine-learning approach to estimate the incidence, risk and harms associated with diagnostic delays for infectious diseases.R01HS027375 · AHRQ · UNIVERSITY OF IOWA · PI KUNTZ, JENNIFER L., MILLER, AARON C · 2019 to 2021
$1.5M
AHRQ HHS R01 HS027375NCATS NIH HHS UL1 TR002537NHLBI NIH HHS T35 HL007485
6 · The paper itself

Abstract

objectiveTo estimate the incidence, duration and risk factors for diagnostic delays associated with pertussis.

designWe used longitudinal retrospective insurance claims from the Marketscan Commercial Claims and Encounters, Medicare Supplemental (2001-2020), and Multi-State Medicaid (2014-2018) databases.

settingInpatient, emergency department, and outpatient visits. PATIENTS: The study included patients diagnosed with pertussis (

methodsWe estimated the number of visits with pertussis-related symptoms before diagnosis beyond that expected in the absence of diagnostic delays. Using a bootstrapping approach, we estimated the number of visits representing a delay, the number of missed diagnostic opportunities per patient, and the duration of delays. Results were stratified by age groups. We also used a logistic regression model to evaluate potential factors associated with delay.

resultsWe identified 20,828 patients meeting inclusion criteria. On average, patients had almost 2 missed opportunities prior to diagnosis, and delay duration was 12 days. Across age groups, the percentage of patients experiencing a delay ranged from 29.7% to 37.6%. The duration of delays increased considerably with age from an average of 5.6 days for patients aged <2 years to 13.8 days for patients aged ≥18 years. Factors associated with increased risk of delays included emergency department visits, telehealth visits, and recent prescriptions for antibiotics not effective against pertussis.

conclusionsDiagnostic delays for pertussis are frequent. More work is needed to decrease diagnostic delays, especially among adults. Earlier case identification may play an important role in the response to outbreaks by facilitating treatment, isolation, and improved contact tracing.

Indexed as

MedicareWhooping CoughAdolescentAdultAgedCohort StudiesHumansIncidenceRetrospective StudiesRisk FactorsUnited States

Identifiers

PMID36919206
PMCPMC10587384
OpenAlexW4324302749

What OpenQuestion holds

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LicenceCC BY
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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.