Related Experiment Video
Updated: Aug 30, 2026

Inverse Probability of Treatment Weighting (Propensity Score) using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
An assessment of the total population approach for evaluating disease management program effectiveness
Ariel Linden1, John L Adams, Nancy Roberts
1Managed Care Programs, Providence Health Plans, 3601 SW Murray Boulevard, Suite 10, Portland, OR 97005, USA. lindena@providence.org
Abstract:
A key challenge currently facing the disease management industry is accurately demonstrating program effectiveness at controlling utilization of services and medical costs of populations with chronic disease. The most common method used in the disease management industry to date for determining financial outcomes is referred to as the "total population approach." This model is a pretest-posttest design, which is a relatively weak research and evaluation technique. This paper describes the "total population approach," details many of the biases and confounding factors that may influence outcomes using this method, and illustrates the potential consequences of these factors.
Related Concept Videos
Analysis of Population Pharmacokinetic Data
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, controlled...
Strategies for Assessing and Addressing Confounding
Confounding can be addressed at both the design phase of a study and through analytical methods after data...
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 limited...
Dosage Regimens: Partial Pharmacokinetic Parameters
Kaplan-Meier Approach