Related Experiment Video
Updated: Oct 30, 2025

An R-Based Landscape Validation of a Competing Risk Model
Published on: September 16, 2022
Did the ACA's "guaranteed issue" provision cause adverse selection into nongroup insurance? Analysis using a
Giampiero Marra1, Rosalba Radice2, David Zimmer3
1Department of Statistical Science, University College London, London, UK.
Abstract:
Prior to the Affordable Care Act (ACA), insurance companies could charge higher premiums, or outright deny coverage, to people with preexisting health problems. But the ACA's "guaranteed issue" provision forbids such price discrimination and denials of coverage. This paper seeks to determine whether, after implementation of the ACA, nongroup private insurance plans have experienced adverse selection. Our empirical approach employs a copula-based hurdle regression model, with dependence modeled as a function of dimensions along which adverse selection might occur. Our main finding is that, after implementation of the ACA, nongroup insurance enrollees with preexisting health problems do not appear to exhibit adverse selection. This finding suggests that the ACA's mandate that everyone acquire coverage might have attracted enough healthy enrollees to offset any adverse selection.
More Related Videos
Related Concept Videos
Assumptions of Survival Analysis
Comparing the Survival Analysis of Two or More Groups
Censoring Survival Data
Actuarial Approach
Consider the example of a high-risk surgical procedure with significant early-stage mortality. A two-year clinical study is conducted,...
Parametric Survival Analysis: Weibull and Exponential Methods
Weibull Distribution
The Weibull distribution is a flexible model used in parametric survival analysis. It can handle both increasing and decreasing hazard rates, depending on its shape parameter...
Kaplan-Meier Approach

