Tubertini, Paolo
(2014)
Operational research applied to regional healthcare system, [Dissertation thesis], Alma Mater Studiorum Università di Bologna.
Dottorato di ricerca in
Automatica e ricerca operativa, 26 Ciclo. DOI 10.6092/unibo/amsdottorato/6541.
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Abstract
In this thesis we focus on optimization and simulation techniques applied to solve strategic, tactical and operational problems rising in the healthcare sector. At first we present three applications to Emilia-Romagna Public Health System (SSR) developed in collaboration with Agenzia Sanitaria e Sociale dell'Emilia-Romagna (ASSR), a regional center for innovation and improvement in health. Agenzia launched a strategic campaign aimed at introducing Operations Research techniques as decision making tools to support technological and organizational innovations. The three applications focus on forecast and fund allocation of medical specialty positions, breast screening program extension and operating theater planning. The case studies exploit the potential of combinatorial optimization, discrete event simulation and system dynamics techniques to solve resource constrained problem arising within Emilia-Romagna territory. We then present an application in collaboration with Dipartimento di Epidemiologia del Lazio that focuses on population demand of service allocation to regional emergency departments. Finally, a simulation-optimization approach, developed in collaboration with INESC TECH center of Porto, to evaluate matching policies for the kidney exchange problem is discussed.
Abstract
In this thesis we focus on optimization and simulation techniques applied to solve strategic, tactical and operational problems rising in the healthcare sector. At first we present three applications to Emilia-Romagna Public Health System (SSR) developed in collaboration with Agenzia Sanitaria e Sociale dell'Emilia-Romagna (ASSR), a regional center for innovation and improvement in health. Agenzia launched a strategic campaign aimed at introducing Operations Research techniques as decision making tools to support technological and organizational innovations. The three applications focus on forecast and fund allocation of medical specialty positions, breast screening program extension and operating theater planning. The case studies exploit the potential of combinatorial optimization, discrete event simulation and system dynamics techniques to solve resource constrained problem arising within Emilia-Romagna territory. We then present an application in collaboration with Dipartimento di Epidemiologia del Lazio that focuses on population demand of service allocation to regional emergency departments. Finally, a simulation-optimization approach, developed in collaboration with INESC TECH center of Porto, to evaluate matching policies for the kidney exchange problem is discussed.
Tipologia del documento
Tesi di dottorato
Autore
Tubertini, Paolo
Supervisore
Dottorato di ricerca
Scuola di dottorato
Scienze e ingegneria dell'informazione
Ciclo
26
Coordinatore
Settore disciplinare
Settore concorsuale
Parole chiave
Healthcare, Operations Research, Optimization, Mixed Integer Programming, Discrete Event Simulation, System Dynamics, Workforce planning and forecasting, Operating Theater planning, Kidney Exchange problem, Emergency Department planning
URN:NBN
DOI
10.6092/unibo/amsdottorato/6541
Data di discussione
3 Aprile 2014
URI
Altri metadati
Tipologia del documento
Tesi di dottorato
Autore
Tubertini, Paolo
Supervisore
Dottorato di ricerca
Scuola di dottorato
Scienze e ingegneria dell'informazione
Ciclo
26
Coordinatore
Settore disciplinare
Settore concorsuale
Parole chiave
Healthcare, Operations Research, Optimization, Mixed Integer Programming, Discrete Event Simulation, System Dynamics, Workforce planning and forecasting, Operating Theater planning, Kidney Exchange problem, Emergency Department planning
URN:NBN
DOI
10.6092/unibo/amsdottorato/6541
Data di discussione
3 Aprile 2014
URI
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