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Who benefits most in disease management programs: Improving target efficiency.

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Disease management programs can be cost-effective for diabetes care. Targeting patients who haven't received preventive tests, not just the sickest, improves program impact and efficiency.

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Area of Science:

  • Health Services Research
  • Chronic Disease Management
  • Diabetes Care

Background:

  • Disease management programs (DMPs) aim to enhance chronic disease care quality and reduce costs.
  • Evidence for DMP effectiveness and cost-reduction is often mixed, posing challenges for healthcare spending.
  • Reducing healthcare spending to offset DMP costs remains a significant hurdle.

Purpose of the Study:

  • To evaluate the impact of a diabetes DMP on high-risk patients.
  • To assess effects on preventive testing, health outcomes, and healthcare costs.
  • To examine heterogeneity in program impact based on disease severity and baseline preventive testing.

Main Methods:

  • Employed a difference-in-differences (DiD) research design.
  • Analyzed data for high-risk diabetes patients enrolled in a DMP.
  • Examined subgroups based on glycemic control (severity) and prior preventive test receipt.

Main Results:

  • The DMP's impact was most pronounced in patients who had not received recommended preventive tests pre-intervention.
  • Program effects were concentrated in specific subgroups, rather than uniformly across all high-risk patients.
  • Findings suggest that targeting based on missing preventive care is key.

Conclusions:

  • DMPs can be more cost-effective by targeting specific patient subgroups.
  • Identifying patients lacking preventive tests, alongside severity, can optimize DMP resource allocation.
  • This targeted approach may improve overall cost-effectiveness in chronic disease management.