Related Experiment Video
Updated: Mar 13, 2026

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
The Role of Medical Expenditure Risk in Portfolio Allocation Decisions
Padmaja Ayyagari1, Daifeng He2
1Department of Health Management and Policy, University of Iowa, Iowa City, IA, USA.
Abstract:
Economic theory suggests that medical spending risk affects the extent to which households are willing to accept financial risk, and consequently their investment portfolios. In this study, we focus on the elderly for whom medical spending represents a substantial risk. We exploit the exogenous reduction in prescription drug spending risk because of the introduction of Medicare Part D in the U.S. in 2006 to identify the causal effect of medical spending risk on portfolio choice. Consistent with theory, we find that Medicare-eligible persons increased risky investment after the introduction of prescription drug coverage, relative to a younger, ineligible cohort. Copyright © 2016 John Wiley & Sons, Ltd.
Related Concept Videos
Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast,...
Relative Risk
Methods of Documentation VI: Case Management Model
For example, a patient with a chronic...
Impact of Pharmacokinetic–Pharmacodynamic Models: Regulatory Decisions
Kaplan-Meier Approach
Hazard Ratio
For example, in a clinical trial...

