Developing and testing a discrete event simulation model to evaluate budget impacts of diabetes prevention programs

被引:5
|
作者
Kaasalainen, Karoliina [1 ]
Kalmari, Janne [2 ]
Ruohonen, Toni [2 ]
机构
[1] Univ Jyvaskyla, Fac Sport & Hlth Sci, Keskussairaalantie 4,POB 35 L, FI-40014 Jyvaskyla, Finland
[2] Univ Jyvaskyla, Fac Informat Technol, Mattilanniemi 2,POB 35, FI-40014 Jyvaskyla, Finland
关键词
Discrete event simulation; Diabetes prevention; Budget impact analysis; Health behavior change; LIFE-STYLE INTERVENTIONS; COST-EFFECTIVENESS; FOLLOW-UP; WEIGHT-LOSS; RISK; CARE;
D O I
10.1016/j.jbi.2020.103577
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Type 2 diabetes (T2D) is one of the most rapidly increasing non-communicable diseases worldwide. Lifestyle interventions are effective in preventing T2D but also resource intensive. This study evaluated with discrete event simulation (DES) the relative budget impacts of three hypothetical diabetes prevention programs (DPP), including group-based contact intervention, digital program with human coaching and fully automated program. The data for simulation were derived from research literature and national health and population statistics. The model was constructed using the iGrafx Process for Six Sigma software and simulations were carried out for 10 years. All simulated interventions produced cost savings compared to the situation without any intervention. However, this was a modeling study and future studies are needed to verify the results in real-life. Decision makers could benefit the predictive models regarding the long-term effects of diabetes prevention interventions, but more data is needed in particular on the usage, acceptability, effectiveness and costs of digital intervention tools.
引用
收藏
页数:9
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