Related Experiment Video
Updated: Aug 29, 2025

Setup of Consumer Wearable Devices for Exposure and Health Monitoring in Population Studies
Published on: February 3, 2023
Association between state Medicaid expansion status and health outcomes during the COVID-19 pandemic
Alexandra Rakus1, Aparna Soni1
1School of Public Affairs, American University, NW Washington, District of Columbia, USA.
Objective:
To assess post-COVID-19 changes in insurance coverage, health behaviors, and self-assessed health among low-income, non-elderly adults by state Medicaid expansion status.
Data Sources:
We used nationally representative survey data from the 2016 through 2020 Behavioral Risk Factor Surveillance System (BRFSS). The sample was restricted to adults aged 19-64 with household income below 138 percent of the federal poverty level (N = 179,135).
Study Design:
We examined a broad set of outcomes related to coverage, health behaviors, and self-assessed health available in the BRFSS. We used a difference-in-differences model to compare changes in outcomes for individuals living in the 35 states and DC that expanded Medicaid under the Affordable Care Act to those in the 15 non-expansion states before and after the COVID-19 pandemic commenced in March 2020.
Data Collection/Extraction Methods:
N/A.
Principal Findings:
We found that the expansions provided some protection for low-income people during the pandemic. In 2020, relative to earlier years, people in expansion states were more likely to report very good or excellent health (4.9 percentage points, 95%CI = 0.022, 0.076; p < 0.01) and physical health (-0.393 days of poor physical health in the past month, 95%CI = -0.714, -0.072; p < 0.05), lower rates of smoking (-1.9 percentage points, 95%CI = -0.041, 0.004; p < 0.10) and heavy drinking (-1.4 percentage points, 95%CI = -0.025, -0.004; p < 0.01), and higher flu vaccination rates (2.8 percentage points, 95%CI = 0.005, 0.051; p < 0.05) than those in non-expansion states. These benefits were particularly salient for Black and Hispanic individuals. We found no significant differences in insurance coverage, exercise, obesity, and self-assessed mental health between expansion and non-expansion states for the overall low-income sample. However, the expansion was associated with greater insurance coverage for Hispanic adults during the pandemic.
Conclusions:
Investments in public health through expanding Medicaid may shield low-income populations from some of the health ramifications of public health emergencies.
More Related Videos
Related Concept Videos
Issues And Trends In Healthcare Delivery System
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Factors Affecting Illness
For instance, risk factors are connected to illness,...
Methods Of Healthcare Delivery System
Managed Care System:
The managed care system is designed to control the cost while maintaining the quality of care. The patient's care from admission to discharge is planned by the primary care provider or the case manager, also known as the gatekeeper. In a managed care system, the number of care providers is...
Steps in Outbreak Investigation
Causality in Epidemiology
Contingency Table

