Clinical Variables Associated with Physician-Driven Inclusion in a Special Management Program for Complex Patients

Area of Science:

• Health Services Research
• Clinical Medicine
• Chronic Disease Management

Background:

• Modern medicine faces challenges managing patients with multiple chronic somatic and/or mental disorders.
• Specialized management programs are increasingly necessary for complex patient populations.
• Identifying factors for inclusion in such programs is crucial for effective resource allocation.

Purpose of the Study:

• To identify clinical variables and health service utilization associated with primary physician-driven enrollment into the "Team Management for Complex Patients" (TMCP) program.
• To understand the characteristics of complex patients selected for a specialized care management program.

Main Methods:

• A case-control study using electronic medical records from a nationwide health maintenance organization.
• Propensity score matching was used to compare patients in the TMCP program with similar complex patients not enrolled.
• Matched parameters included demographics, socioeconomic status, lifestyle factors, and baseline clinical measurements.

Main Results:

• Patients enrolled in the TMCP program had significantly higher prevalence of respiratory, cardiac, gastrointestinal, neurological, inflammatory, and autoimmune diseases.
• TMCP enrollees showed increased prior utilization of urgent care, emergency departments, hospitalizations, and medication use.
• The control group was well-balanced, with exceptions in regional representation and physical activity levels.

Conclusions:

• The study identified clinical variables and health service use patterns associated with the selection of complex patients for the TMCP program.
• These findings can inform the development of objective criteria to support physician decision-making in patient management.
• Future work should focus on validating selection criteria and optimizing healthcare resource allocation for high-need patients.