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Comparing the Lifestyle Interventions for Prediabetes: An Integrated Microsimulation and Population Simulation Model
Amin Khademi1, Lu Shi2, Amir Ali Nasrollahzadeh3
1Department of Industrial Engineering, Clemson University, Clemson, 29634, USA. khademi@clemson.edu.
The Healthy Living Partnerships to Prevent Diabetes (HELP-PD) program is the most cost-effective lifestyle intervention for prediabetes, significantly reducing diabetes incidence and saving billions. This study identifies optimal interventions for different age groups.
Area of Science:
- Public Health
- Preventive Medicine
- Health Economics
Background:
- Prediabetes affects a significant portion of the U.S. adult population, increasing their risk of developing type 2 diabetes.
- Lifestyle interventions are crucial for diabetes prevention, but their comparative effectiveness and cost-effectiveness require further investigation.
Purpose of the Study:
- To develop and utilize a stochastic simulation model to compare the population-level impacts of different lifestyle interventions for prediabetes.
- To identify the most effective and cost-effective interventions and optimal age groups for implementing these programs.
Main Methods:
- A stochastic simulation model was developed to replicate prediabetes and diabetes trends in the U.S. adult population from 1997-2010.
- The model simulated the long-term impacts (10, 15, and 30 years) of three lifestyle interventions: Diabetes Prevention Program (DPP), DPP-YMCA, and Healthy Living Partnerships to Prevent Diabetes (HELP-PD).
Main Results:
- The model accurately replicated temporal trends in U.S. adult diabetes incidence.
- Over 15 years, HELP-PD showed the greatest reduction in diabetes incidence (0.4 per 1,000) compared to DPP (0.3) and DPP-YMCA (0.2), relative to no intervention.
- HELP-PD was identified as the most cost-effective intervention, projecting $38 billion in 10-year savings for individuals aged 25-65, assuming full participation and considering achievement rates.
Conclusions:
- Lifestyle interventions significantly reduce diabetes incidence among prediabetes individuals.
- The Healthy Living Partnerships to Prevent Diabetes (HELP-PD) program demonstrates superior cost-effectiveness and impact compared to DPP and DPP-YMCA.
- The simulation model can inform targeted public health strategies for diabetes prevention in specific populations and age groups.
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