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

Year of publication

2020

Authors

Kaasalainen, Karoliina; Kalmari, Janne; Ruohonen, Toni

Abstract

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.
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Organizations and authors

University of Jyväskylä

Kalmari Janne

Kaasalainen Karoliina Orcid -palvelun logo

Ruohonen Toni

Publication type

Publication format

Article

Parent publication type

Journal

Article type

Original article

Audience

Scientific

Peer-reviewed

Peer-Reviewed

MINEDU's publication type classification code

A1 Journal article (refereed), original research

Publication channel information

Publisher

Elsevier

Volume

111

Article number

103577

​Publication forum

59742

​Publication forum level

1

Open access

Open access in the publisher’s service

No

Self-archived

Yes

Other information

Fields of science

Computer and information sciences; Health care science; Public health care science, environmental and occupational health

Keywords

[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Publication country

United States

Internationality of the publisher

International

Language

English

International co-publication

No

Co-publication with a company

No

DOI

10.1016/j.jbi.2020.103577

The publication is included in the Ministry of Education and Culture’s Publication data collection

Yes