The healthcare services cost are constantly increasing during the last 20 years. This trend has two origins: on one hand the people resort to drugs and healthcare services more often than in the past because more medical treatment are known; on the other hand, this evolution was not supported by an intelligent growth and design of healthcare structure and services. Indeed, a lot of hospital processes, such as drugs and equipments purchasing and managing, are not under control of hospital managers. This work faces the cost and management criticalities presenting a healthcare system as a multi-agent cooperative network. The proposed model faces the challenge of (i) gaining the benefits deriving from successful collaborative models already used in industrial systems and (ii) transferring the most appropriate industrial management practices. The model exploits an operations research technique based on combinatorial auctions in order to effective assign drugs to wards.

A multi agent system approach for hospital's drugs management using combinatorial auctions

Giuseppe Stecca;
2010

Abstract

The healthcare services cost are constantly increasing during the last 20 years. This trend has two origins: on one hand the people resort to drugs and healthcare services more often than in the past because more medical treatment are known; on the other hand, this evolution was not supported by an intelligent growth and design of healthcare structure and services. Indeed, a lot of hospital processes, such as drugs and equipments purchasing and managing, are not under control of hospital managers. This work faces the cost and management criticalities presenting a healthcare system as a multi-agent cooperative network. The proposed model faces the challenge of (i) gaining the benefits deriving from successful collaborative models already used in industrial systems and (ii) transferring the most appropriate industrial management practices. The model exploits an operations research technique based on combinatorial auctions in order to effective assign drugs to wards.
2010
Inglese
Information Technologies for Sustainable Development
8th IEEE International Conference on Industrial Informatics "Information Technologies for Sustainable Development"
945
949
5
978-1-4244-7298-7
The Institute of Electrical and Electronics Engineers (IEEE)
Piscataway
STATI UNITI D'AMERICA
Sì, ma tipo non specificato
13-16 July, 2010
Osaka
healthcare
combinatorial auctions
inventory management
3
none
Baffo, Ilaria; Stecca, Giuseppe; Kaihara, Toshiya
273
info:eu-repo/semantics/conferenceObject
04 Contributo in convegno::04.01 Contributo in Atti di convegno
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/224004
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 9
  • ???jsp.display-item.citation.isi??? ND
social impact