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An evaluation and update of methods for estimating the number of influenza cases averted by vaccination in the United States
- Source :
- Vaccine. 36(48)
- Publication Year :
- 2018
-
Abstract
- INTRODUCTION: To evaluate the public health benefit of yearly influenza vaccinations, CDC estimates the number of influenza cases and hospitalizations averted by vaccine. Available input data on cases and vaccinations is aggregated by month and the estimation model is intentionally simple, raising concerns about the accuracy of estimates. METHODS: We created a synthetic dataset with daily counts of influenza cases and vaccinations, calculated “true” averted cases using a reference model applied to the daily data, aggregated the data by month to simulate data that would actually be available, and evaluated the month-level data with seven test methods (including the current method). Methods with averted case estimates closest to the reference model were considered most accurate. To examine their performance under varying conditions, we re-evaluated the test methods when synthetic data parameters (timing of vaccination relative to cases, vaccination coverage, infection rate, and vaccine effectiveness) were varied over wide ranges. Finally, we analyzed real (i.e., collected by surveillance) data from 2010 to 2017 comparing the current method used by CDC with the best-performing test methods. RESULTS: In the synthetic dataset (population 1 million persons, vaccination uptake 55%, seasonal infection risk without vaccination 12%, vaccine effectiveness 48%) the reference model estimated 28,768 averted cases. The current method underestimated averted cases by 9%. The two best test methods estimated averted cases with
- Subjects :
- Adult
Infection risk
Vaccination Coverage
Adolescent
Influenza vaccine
030231 tropical medicine
Population
Datasets as Topic
Influenza vaccinations
Article
03 medical and health sciences
Young Adult
0302 clinical medicine
Statistics
Influenza, Human
Medicine
Humans
030212 general & internal medicine
education
Child
Aged
Estimation
education.field_of_study
General Veterinary
General Immunology and Microbiology
business.industry
Immunization Programs
Public Health, Environmental and Occupational Health
Infant
Middle Aged
Infection rate
United States
Vaccination
Hospitalization
Infectious Diseases
Influenza Vaccines
Vaccination coverage
Child, Preschool
Molecular Medicine
Public Health
Seasons
business
Subjects
Details
- ISSN :
- 18732518
- Volume :
- 36
- Issue :
- 48
- Database :
- OpenAIRE
- Journal :
- Vaccine
- Accession number :
- edsair.doi.dedup.....a5266ea41086e5aa43c061798fe8bac3