Evidence map›Paper›PMID 41671029›Full record

ArticleJournal of the American Medical Informatics Association : JAMIA2026

Healthcare provider burden reduction and estimated cost savings realized with electronic case reporting implementation across 3 healthcare organizations.

Oscar Rincón-Guevara, Abdulhakeem A Olorukooba, Grace Eau, Matthew D Ritchey, Laura A Conn, Kimberly Knicely

Abstract read
In one paragraph

Article in Journal of the American Medical Informatics Association : JAMIA, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Oscar Rincón-GuevaraOffice of Public Health Data, Surveillance, and Technology, Centers for Disease Control and Prevention, Atlanta, GA 30333, United States.ORCID 0000-0003-1739-5769
Abdulhakeem A OlorukoobaNational Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, GA 30333, United States.
Grace EauOffice of Public Health Data, Surveillance, and Technology, Centers for Disease Control and Prevention, Atlanta, GA 30333, United States.
Matthew D RitcheyOffice of Public Health Data, Surveillance, and Technology, Centers for Disease Control and Prevention, Atlanta, GA 30333, United States.
Laura A ConnOffice of Public Health Data, Surveillance, and Technology, Centers for Disease Control and Prevention, Atlanta, GA 30333, United States.ORCID 0000-0002-3851-8265
Kimberly KnicelyOffice of Public Health Data, Surveillance, and Technology, Centers for Disease Control and Prevention, Atlanta, GA 30333, United States.

Funding

CDC and the Department of Energy, Oak Ridge Institute for Science Education IAA 20FED2000398OS1CDC Public Health Informatics Fellowship ProgramCDC Steven M. Teutsch Prevention Effectiveness FellowshipDepartment of EnergyOak Ridge Institute for Science Education IAA 20FED2000398OS1
6 · The paper itself

Abstract

objectiveOur study aims to assess the time-cost burden reduction of transitioning from manual case reporting to electronic case reporting (eCR) for COVID-19 among healthcare organizations (HCOs) over a 1-year period. MATERIALS AND

methodsThe study included 3 HCOs from different states with a total of 204 healthcare facilities that had a mixture of hospital and ambulatory providers. We conducted semi-structured interviews, data collection, and analyses of healthcare provider hours spent manually reporting COVID-19 cases along with hours spent implementing and maintaining eCR over 1-year periods. We calculated the time-cost burden of both manual case reporting, and eCR implementation and maintenance to assess the burden reduction of switching from manual to eCR.

resultsThe number of provider hours reduced by switching from manual case reporting to eCR was 16 942 hours for HCO1, 14 145 hours for HCO2, and 2933 hours for HCO3. Burden reduction of provider hours that eCR offered translated into an estimated $827 120 for HCO1, $569 424 for HCO2, and $78 540 for HCO3, where HCO3 is a small, Federally Qualified Health Center. DISCUSSION: To our knowledge, this is the first time a nationwide information technology innovation was shown to directly reduce the administrative provider time burden and cost of manual case reporting on HCOs.

conclusionBy automating patient case reporting, eCR reduced provider burden hours by at least 16-fold and cost savings of 4-fold or higher over a 1-year period.

Indexed as

Case Reports as TopicCost SavingsCOVID-19Electronic Health RecordsHumansUnited StatesCOVID-19economic analysiselectronic case reportinghealthcare organizationhealthcare provider burden

Identifiers

PMID41671029
PMCPMC13127656

What OpenQuestion holds

Textmetadata
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.