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Developing and testing a discrete event simulation model to evaluate budget impacts of diabetes prevention programs (2020)

Kaasalainen, K., Kalmari, J., & Ruohonen, T. (2020). Developing and testing a discrete event simulation model to evaluate budget impacts of diabetes prevention programs. Journal of Biomedical Informatics, 111, Article 103577. https://doi.org/10.1016/j.jbi.2020.103577

JYU-tekijät tai -toimittajat

Julkaisun tiedot

Julkaisun kaikki tekijät tai toimittajat: Kaasalainen, Karoliina; Kalmari, Janne; Ruohonen, Toni

Lehti tai sarja: Journal of Biomedical Informatics

ISSN: 1532-0464

eISSN: 1532-0480

Julkaisuvuosi: 2020

Volyymi: 111

Artikkelinumero: 103577

Kustantaja: Elsevier

Julkaisumaa: Yhdysvallat (USA)

Julkaisun kieli: englanti

DOI: https://doi.org/10.1016/j.jbi.2020.103577

Julkaisun avoin saatavuus: Ei avoin

Julkaisukanavan avoin saatavuus:

Julkaisu on rinnakkaistallennettu (JYX): https://jyx.jyu.fi/handle/123456789/72044

Tiivistelmä

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.

YSO-asiasanat: diabetes; aikuistyypin diabetes; ennaltaehkäisy; terveyskäyttäytyminen; interventiohoito; mallintaminen; simulointi

Vapaat asiasanat: discrete event simulation; diabetes prevention; budget impact analysis; health behavior change

Liittyvät organisaatiot

Hankkeet, joissa julkaisu on tehty

OKM-raportointi: Kyllä

Raportointivuosi: 2020

JUFO-taso: 1