Skip to main navigationSkip to main content
The University of Southampton
Centre for Risk Research

An Application of Multi-Attribute Value Theory to Patient-Bed Assignment in Hospital Admission Management: an Empirical Study Event

Professor Pei Fang Tsai
Time:
14:00 - 15:00
Date:
10 January 2020
Venue:
Building 100, Room 8013, Highfield campus, University of Southampton, SO17 1BJ

For more information regarding this event, please email Dr Mario Brito at M.P.Brito@soton.ac.uk .

Event details

Abstract:

Hospital beds are considered economically scarce and hospitalists strive to balance between utilizing beds more efficiently and complying with preference of physicians and patients when pairing patients to beds. This research is to develop preference-based decision rules for patient-bed assignment in a dynamic environment. A multi-attribute value theory (MAVT) model with additive value function is proposed to quantitatively deploy hospital policies in bed management. To elicit scaling factors and value functions for attributes, a linear programming model is constructed for all preference conditions. An empirical study was conducted with real data collected from two branches of a medical center. The simulated results using value function showed greater benefits when the patient-bed ratio was high and more flexible ward assignment was allowed. Further, a detailed analysis showed that this MAVT model was better in preference matching for both physicians/nurses and patients. At least 79 percent of patients were given beds in designated wards in accordance with their attending physicians’ subspecialty, and more than 48 percent of patients’ room preferences were matched in the simulated assignment for one branch.

Speaker Biography:

PEI-FANG TSAI is an Associate Professor of the Department of Industrial Engineering and Management at National Taipei University of Technology in Taiwan. She received her Ph.D. in Industrial Engineering from Virginia Tech in 2006 and served as a Research Assistant Professor at the Watson Institute for Systems Excellence at Binghamton University, State University of New York from 2006 to 2009. Her research interests include applications of operations research in management issues, especially in semiconductor manufacturing and healthcare industry. 

Speaker information

Professor Pei Fang Tsai,Department of Industrial Engineering and Management,National Taipei University of Technology, Taiwan,

Privacy Settings