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dc.contributor.authorKaasalainen, Karoliina
dc.contributor.authorKalmari, Janne
dc.contributor.authorRuohonen, Toni
dc.date.accessioned2020-10-06T06:46:37Z
dc.date.available2020-10-06T06:46:37Z
dc.date.issued2020
dc.identifier.citationKaasalainen, K., Kalmari, J., & Ruohonen, T. (2020). Developing and testing a discrete event simulation model to evaluate budget impacts of diabetes prevention programs. <i>Journal of Biomedical Informatics</i>, <i>111</i>, Article 103577. <a href="https://doi.org/10.1016/j.jbi.2020.103577" target="_blank">https://doi.org/10.1016/j.jbi.2020.103577</a>
dc.identifier.otherCONVID_42252502
dc.identifier.urihttps://jyx.jyu.fi/handle/123456789/72044
dc.description.abstractType 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.en
dc.format.mimetypeapplication/pdf
dc.languageeng
dc.language.isoeng
dc.publisherElsevier
dc.relation.ispartofseriesJournal of Biomedical Informatics
dc.rightsCC BY-NC-ND 4.0
dc.subject.otherdiscrete event simulation
dc.subject.otherdiabetes prevention
dc.subject.otherbudget impact analysis
dc.subject.otherhealth behavior change
dc.titleDeveloping and testing a discrete event simulation model to evaluate budget impacts of diabetes prevention programs
dc.typearticle
dc.identifier.urnURN:NBN:fi:jyu-202010066100
dc.contributor.laitosLiikuntatieteellinen tiedekuntafi
dc.contributor.laitosInformaatioteknologian tiedekuntafi
dc.contributor.laitosFaculty of Sport and Health Sciencesen
dc.contributor.laitosFaculty of Information Technologyen
dc.contributor.oppiaineTietotekniikkafi
dc.contributor.oppiaineTerveyskasvatusfi
dc.contributor.oppiaineMathematical Information Technologyen
dc.contributor.oppiaineHealth Promotion and Health Educationen
dc.type.urihttp://purl.org/eprint/type/JournalArticle
dc.type.coarhttp://purl.org/coar/resource_type/c_2df8fbb1
dc.description.reviewstatuspeerReviewed
dc.relation.issn1532-0464
dc.relation.volume111
dc.type.versionacceptedVersion
dc.rights.copyright© 2020 Elsevier
dc.rights.accesslevelopenAccessfi
dc.relation.grantnumber7679/31/2016
dc.relation.grantnumberA75000
dc.subject.ysodiabetes
dc.subject.ysosimulointi
dc.subject.ysoterveyskäyttäytyminen
dc.subject.ysointerventiohoito
dc.subject.ysomallintaminen
dc.subject.ysoaikuistyypin diabetes
dc.subject.ysoennaltaehkäisy
dc.format.contentfulltext
jyx.subject.urihttp://www.yso.fi/onto/yso/p8304
jyx.subject.urihttp://www.yso.fi/onto/yso/p4787
jyx.subject.urihttp://www.yso.fi/onto/yso/p11100
jyx.subject.urihttp://www.yso.fi/onto/yso/p19526
jyx.subject.urihttp://www.yso.fi/onto/yso/p3533
jyx.subject.urihttp://www.yso.fi/onto/yso/p8303
jyx.subject.urihttp://www.yso.fi/onto/yso/p19552
dc.rights.urlhttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.relation.doi10.1016/j.jbi.2020.103577
dc.relation.funderTEKESen
dc.relation.funderCouncil of Tampere Regionen
dc.relation.funderTEKESfi
dc.relation.funderPirkanmaan liittofi
jyx.fundingprogramPublic research networked with companies, TEKESen
jyx.fundingprogramERDF European Regional Development Fund, React-EUen
jyx.fundingprogramElinkeinoelämän kanssa verkottunut tutkimus, TEKESfi
jyx.fundingprogramEAKR Euroopan aluekehitysrahasto, React-EUfi
jyx.fundinginformationThis study has been conducted as a part of Watson Health Cloud Finland project that was funded by Business Finland.
dc.type.okmA1


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