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

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.

[1]  Hamideh Afsarmanesh,et al.  Collaborative networks: a new scientific discipline , 2005, J. Intell. Manuf..

[2]  Suzanne de Treville,et al.  Applying operations management logic and tools to save lives: A case study of the World Health Organization's Global Drug Facility , 2006 .

[3]  Giuseppe Confessore,et al.  A Cooperative Model to Improve Hospital Equipments and Drugs Management , 2009, PRO-VE.

[4]  Giuseppe Confessore,et al.  A market-based multi-agent system model for decentralized multi-project scheduling , 2007, Ann. Oper. Res..

[5]  Nobutada Fujii,et al.  5C3 A Study on Optimization Method for Production Scheduling with Batch Process by Combinatorial Auction , 2009 .

[6]  P. Harper A Framework for Operational Modelling of Hospital Resources , 2002, Health care management science.

[7]  Antreas D. Athanassopoulos,et al.  Assessing the technical and allocative efficiency of hospital operations in Greece and its resource allocation implications , 2001, Eur. J. Oper. Res..

[8]  Jiangbo Dang,et al.  An ontological knowledge framework for adaptive medical workflow , 2008, J. Biomed. Informatics.

[9]  Andrew Martyn Thornett,et al.  Computer decision support systems in general practice , 2001, Int. J. Inf. Manag..

[10]  Michael Rigby,et al.  Essential prerequisites to the safe and effective widespread roll-out of e-working in healthcare , 2006, Int. J. Medical Informatics.

[11]  Hamideh Afsarmanesh,et al.  A comprehensive modeling framework for collaborative networked organizations , 2007, J. Intell. Manuf..

[12]  Giovanni Felici,et al.  Integrating simulation and optimisation in health care centre management , 2003, Eur. J. Oper. Res..

[13]  Duen-Ren Liu,et al.  Integrating SET and EDI for secure healthcare commerce , 2001, Comput. Stand. Interfaces.

[14]  Hamid Pourjalali,et al.  Improving activities and decreasing costs of logistics in hospitals: a comparison of U.S. and French hospitals , 2001 .

[15]  Sven de Vries,et al.  Combinatorial Auctions: A Survey , 2003, INFORMS J. Comput..

[16]  Elif Akcali,et al.  A network flow approach to optimizing hospital bed capacity decisions , 2006, Health care management science.