Related Experiment Video
Updated: Feb 18, 2026

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Public Health Spending and Medicare Resource Use: A Longitudinal Analysis of U.S. Communities
Glen P Mays1,2, Cezar B Mamaril1
1Department of Health Management and Policy, College of Public Health, University of Kentucky, Lexington, KY.
Objective:
To examine whether local expenditures for public health activities influence area-level medical spending for Medicare beneficiaries.
Data Sources And Setting:
Six census surveys of the nation's 2,900 local public health agencies were conducted between 1993 and 2013, linked with contemporaneous information on population demographics, socioeconomic characteristics, and area-level Medicare spending estimates from the Dartmouth Atlas of Health Care.
Data Collection/Extraction:
Measures derive from agency survey data and aggregated Medicare claims.
Study Design:
A longitudinal cohort design follows the geographic areas served by local public health agencies. Multivariate, fixed-effects, and instrumental-variables regression models estimate how area-level Medicare spending changes in response to shifts in local public health spending, controlling for observed and unmeasured confounders.
Principal Findings:
A 10 percent increase in local public health spending per capita was associated with 0.8 percent reduction in adjusted Medicare expenditures per person after 1 year (p < .01) and a 1.1 percent reduction after 5 years (p < .05). Estimated Medicare spending offsets were larger in communities with higher rates of poverty, lower health insurance coverage, and health professional shortages.
Conclusions:
Expanded financing for public health activities may provide an effective way of constraining Medicare spending, particularly in low-resource communities.
More Related Videos
11:21Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data
Published on: July 27, 2018
06:16Signal Acquisition, Score Interpretation, and Economics of a Non-Invasive Point-of-Care Test for Coronary Artery Disease
Published on: August 9, 2024
Related Concept Videos
Longitudinal Studies
Longitudinal Research
Documentation in Long-Term and Home Healthcare Setting
Long-Term Care Facilities
Analysis of Population Pharmacokinetic Data
Health Information Technology and Healthcare Information System
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Issues And Trends In Healthcare Delivery System
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...