Related Experiment Video
Updated: Jan 18, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Examining the contributions of demographic variables to vaccination uptake among the U.S. aged 50
Alexa Balmuth1, Taylor Brennan1, Sophia Ashebir1
1AgeLab, Massachusetts Institute of Technology, 77 Massachusetts Avenue, E40-275K, Cambridge, MA 02139, United States.
Abstract:
Vaccine uptake for five conditions harmful to older adults (seasonal influenza, pneumococcus infections, shingles, Covid-19, and pertussis) falls short of universal coverage, and discrepancies further emerge by gender, race, and vaccine target. Drawing on a cross-sectional nationally representative survey of 2623 U.S. adults aged 50+ and who identified as non-Hispanic White, Black or African-American, Asian American Pacific Islander (AAPI), or Hispanic, the current study explored self-reported vaccination uptake and examined differences by vaccine target, gender, age, and racial or ethnic identity. Overall, uptake was highest for influenza and lowest for shingles. Regression analyses revealed age and racial or ethnic identity influenced uptake to a greater extent than gender in the present sample. Odds of uptake across all vaccines tended to increase with increasing age, while differences by race varied by vaccine. Together, the results underscore that factors beyond individual attitudes, such as broader attitudinal, cultural, and structural barriers, affect vaccination decisions.
More Related Videos
06:55Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
07:58Quantitative Imaging of Lineage-specific Toll-like Receptor-mediated Signaling in Monocytes and Dendritic Cells from Small Samples of Human Blood
Published on: April 16, 2012
Related Concept Videos
Vaccinations
Bias in Epidemiological Studies
Pharmacodynamics in Geriatric Patients: Effects of Age
Statistical Methods for Analyzing Epidemiological Data
Longitudinal Research
Drug Dosing: Geriatric Patients