Modelling Chronic Care Management for Complex Patients Considering Patient Activation

Evrim Gunes; Onur Demiray; Lerzan Ormeci; Odysseas Kanavetas; Christos Vasilakis

Modelling Chronic Care Management for Complex Patients Considering Patient Activation

Evrim Gunes, Onur Demiray, Lerzan Ormeci, Odysseas Kanavetas, Christos Vasilakis

Research output: Contribution to conference › Abstract › peer-review

Abstract

We model the service level decision for multi-morbid chronic patients using an MDP framework. For chronic diseases, patient behaviour and engagement is an important factor that affects health outcomes and healthcare costs. We model patient state on two dimensions, patient disease complexity and patient activation level. We study admission policies for a complex care system under parameter uncertainty.

Original language	English
Publication status	Acceptance date - Feb 2020
Event	The 22nd Conference of the International Federation of Operational Research Societies - Seoul, Korea, Republic of Duration: 21 Jun 2020 → 26 Jun 2020 Conference number: 22 http://www.ifors2020.kr/

Conference

Conference	The 22nd Conference of the International Federation of Operational Research Societies
Abbreviated title	IFORS2020
Country/Territory	Korea, Republic of
City	Seoul
Period	21/06/20 → 26/06/20
Internet address	http://www.ifors2020.kr/

Cite this

@conference{3f4c08279cc24534a724b139ac1d57d7,

title = "Modelling Chronic Care Management for Complex Patients Considering Patient Activation",

abstract = "We model the service level decision for multi-morbid chronic patients using an MDP framework. For chronic diseases, patient behaviour and engagement is an important factor that affects health outcomes and healthcare costs. We model patient state on two dimensions, patient disease complexity and patient activation level. We study admission policies for a complex care system under parameter uncertainty.",

author = "Evrim Gunes and Onur Demiray and Lerzan Ormeci and Odysseas Kanavetas and Christos Vasilakis",

year = "2020",

month = feb,

language = "English",

note = "The 22nd Conference of the International Federation of Operational Research Societies , IFORS2020 ; Conference date: 21-06-2020 Through 26-06-2020",

url = "http://www.ifors2020.kr/",

}

TY - CONF

T1 - Modelling Chronic Care Management for Complex Patients Considering Patient Activation

AU - Gunes, Evrim

AU - Demiray, Onur

AU - Ormeci, Lerzan

AU - Kanavetas, Odysseas

AU - Vasilakis, Christos

N1 - Conference code: 22

PY - 2020/2

Y1 - 2020/2

N2 - We model the service level decision for multi-morbid chronic patients using an MDP framework. For chronic diseases, patient behaviour and engagement is an important factor that affects health outcomes and healthcare costs. We model patient state on two dimensions, patient disease complexity and patient activation level. We study admission policies for a complex care system under parameter uncertainty.

AB - We model the service level decision for multi-morbid chronic patients using an MDP framework. For chronic diseases, patient behaviour and engagement is an important factor that affects health outcomes and healthcare costs. We model patient state on two dimensions, patient disease complexity and patient activation level. We study admission policies for a complex care system under parameter uncertainty.

M3 - Abstract

T2 - The 22nd Conference of the International Federation of Operational Research Societies

Y2 - 21 June 2020 through 26 June 2020

ER -

Modelling Chronic Care Management for Complex Patients Considering Patient Activation

Abstract

Conference

Fingerprint

Cite this