Evidence map›Paper›PMID 34057904›Full record

ArticleJMIR research protocols2021

COVID-19 Infection, Reinfection, and Vaccine Effectiveness in a Prospective Cohort of Arizona Frontline/Essential Workers: The AZ HEROES Research Protocol.

Karen Lutrick, Katherine D Ellingson, Zoe Baccam, Patrick Rivers, Shawn Beitel, Joel Parker, James Hollister, Xiaoxiao Sun, Joe K Gerald, Kenneth Komatsu and 14 more

Open access · goldAbstract read
In one paragraph

Article in JMIR research protocols, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.

0numbers the graph read from it
0cells of the map it votes in
31citing papers in PubMed
6.3field-weighted citation impact, top 3% 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

31 citing papers in PubMed, 44 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
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  5. Influenza Vaccine Effectiveness Against Illness and Asymptomatic Infection in 2022-2023: A Prospective Cohort Study.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2025
    Article
  6. Article
  7. Article
  8. Article
  9. Hybrid Immunity and SARS-CoV-2 Antibodies: Results of the HEROES-RECOVER Prospective Cohort Study.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2024
    Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Severe Acute Respiratory Syndrome Coronavirus 2 Infection History and Antibody Response to 3 Coronavirus Disease 2019 Messenger RNA Vaccine Doses.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2023
    Article
  17. Article
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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

24 authors at 6 institutions in 2 countries.

Karen LutrickUniversity of Arizona, College of Medicine - Tucson, 655 N Alvernon WaySuite 228, Tucson, US.
Katherine D EllingsonUniversity of Arizona, Mel and Enid Zuckerman College of Public Health, Tucson, US.
Zoe BaccamUniversity of Arizona, Mel and Enid Zuckerman College of Public Health, Tucson, US.
Patrick RiversUniversity of Arizona, College of Medicine - Tucson, 655 N Alvernon WaySuite 228, Tucson, US.
Shawn BeitelUniversity of Arizona, Mel and Enid Zuckerman College of Public Health, Tucson, US.
Joel ParkerUniversity of Arizona, Mel and Enid Zuckerman College of Public Health, Tucson, US.
James HollisterUniversity of Arizona, Mel and Enid Zuckerman College of Public Health, Tucson, US.
Xiaoxiao SunUniversity of Arizona, Mel and Enid Zuckerman College of Public Health, Tucson, US.
Joe K GeraldUniversity of Arizona, Mel and Enid Zuckerman College of Public Health, Tucson, US.
Kenneth KomatsuArizona Department of Health Services, Phoenix, US.
Elizabeth KimArizona Department of Health Services, Phoenix, US.
Bonnie LaFleurUniversity of Arizona, BIO5 Institute, Tucson, US.
Lauren GrantCenters for Disease Control and Prevention, Atlanta, US.
Young M YooCenters for Disease Control and Prevention, Atlanta, US.
Archana KumarCenters for Disease Control and Prevention, Atlanta, US.
Julie Mayo LamberteCenters for Disease Control and Prevention, Atlanta, US.
Benjamin J CowlingUniversity of Hong Kong, School of Public Health, Hong Kong, CN.
Sarah CobeyUniversity of Chicago, Ecology and Evolution, Chicago, US.
Natalie J ThornburgCenters for Disease Control and Prevention, Atlanta, US.
Jennifer K MeeceMarshfield Clinic Research Institute, Marshfield, US.
Preeta KuttyCenters for Disease Control and Prevention, Atlanta, US.
Janko Nikolich-ZugichUniversity of Arizona, College of Medicine - Tucson, 655 N Alvernon WaySuite 228, Tucson, US.
Mark G ThompsonCenters for Disease Control and Prevention, Atlanta, US.
Jefferey L BurgessUniversity of Arizona, Mel and Enid Zuckerman College of Public Health, Tucson, US.
University of Arizona · USCenters for Disease Control and Prevention · USArizona Department of Health Services · USMarshfield Clinic · USUniversity of Chicago · USUniversity of Hong Kong · HK

Funding

SOUTHWEST ENVIRONMENTAL HEALTH SCIENCES CENTERP30ES006694 · NIEHS · UNIVERSITY OF ARIZONA · PI DEAN BILLHEIMER · 1994 to 2026
$36.7M
NIEHS NIH HHS P30 ES006694
6 · The paper itself

Abstract

backgroundThe Arizona Healthcare, Emergency Response, and Other Essential workers Study (AZ HEROES) aims to examine the epidemiology of SARS-CoV-2 infection and COVID-19 illness among adults with high occupational exposure risk.

objectiveStudy objectives include estimating incidence of SARS-CoV-2 infection in essential workers by symptom presentation and demographic factors, determining independent effects of occupational and community exposures on incidence of SARS-CoV-2 infection, establishing molecular and immunologic characteristics of SARS-CoV-2 infection in essential workers, describing the duration and patterns of rRT-PCR-positivity, and examining post-vaccine immunologic response.

methodsEligible participants include Arizona residents aged 18-85 years who work at least 20 hours per week in an occupation involving regular direct contact (within three feet) with others. Recruitment goals are stratified by demographic characteristics (50% aged 40 or older, 50% women, and 50% Hispanic or American Indian), by occupation (40% healthcare personnel, 30% first responders, and 30% other essential workers), and by prior SARS-CoV-2 infection (with up to 50% seropositive at baseline). Information on sociodemographics, health and medical history, vaccination status, exposures to individuals with suspected or confirmed SARS-CoV-2 infection, use of personal protective equipment, and perceived risks are collected at enrollment and updated through quarterly surveys. Every week, participants complete active surveillance for COVID-19-like illness (CLI) and self-collect nasal swabs. Additional self-collected nasal swab and saliva specimens are collected in the event of CLI onset. Respiratory specimens are sent to Marshfield Laboratories and tested for SARS-CoV-2 by real-time reverse transcription polymerase chain reaction (rRT-PCR) assay. CLI symptoms and impact on work and productivity are followed through illness resolution. Serum specimens are collected every 3 months and additional sera are collected following incident rRT-PCR positivity and after each COVID-19 vaccine dose. Incidence of SARS-CoV-2 infections will be calculated by person-weeks at risk and compared by occupation and demographic characteristics and by seropositivity status and infection and vaccination history.

resultsThe AZ HEROES study was funded by the Centers for Disease Control and Prevention. Enrollment began July 27, 2020 and as of May 1, 2021 a total of 3,165 participants have been enrolled in the study.

conclusionsAZ HEROES is unique in aiming to recruit a diverse sample of essential workers and prospectively following strata of SARS-CoV-2 seronegative and seropositive adults. Survey results combined with active surveillance data on exposure, CLI, weekly molecular diagnostic testing, and periodic serology will be used to estimate the incidence of symptomatic and asymptomatic SARS-CoV-2 infection, assess the intensity and durability of immune responses to natural infection and COVID-19 vaccination, and contribute to the evaluation of COVID-19 vaccine effectiveness. CLINICALTRIAL: INTERNATIONAL REGISTERED REPORT: DERR1-10.2196/28925.

Identifiers

PMID34057904
PMCPMC8386365
OpenAlexW3165521090

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.