Related Experiment Video
Updated: May 15, 2026

Inverse Probability of Treatment Weighting (Propensity Score) using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Effect of Medicaid disease management programs on emergency admissions and inpatient costs
1Weill Cornell Medical College, University of Notre Dame, New York, NY 10021, USA. msc2007@med.cornell.edu
Objective:
To determine the impact of state Medicaid diabetes disease management programs on emergency admissions and inpatient costs.
Data:
National InPatient Sample sponsored by the Agency for Healthcare Research and Quality Project for the years from 2000 to 2008 using 18 states.
Study Design:
A difference-in-difference methodology compares costs and number of emergency admissions for Washington, Texas, and Georgia, which implemented disease management programs between 2000 and 2008, to states that did not undergo the transition to managed care (N = 103).
Data Extraction:
Costs and emergency admissions were extracted for diabetic Medicaid enrollees diagnosed in the reform and non-reform states and collapsed into state and year cells.
Principal Findings:
In the three treatment states, the implementation of disease management programs did not have statistically significant impacts on the outcome variables when compared to the control states.
Conclusions:
States that implemented disease management programs did not achieve improvements in costs or the number of emergency of admissions; thus, these programs do not appear to be an effective way to reduce the burden of this chronic disease.
Related Concept Videos
Methods of Documentation VI: Case Management Model
For example, a patient with a chronic 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 limited...
Standards of Care I
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:
Heart Failure V: Medical Management
Impact of Pharmacokinetic–Pharmacodynamic Models: Regulatory Decisions