Thammasat University; Japan Advanced Institute of Science & Technology (JAIST); National Science & Technology Development Agency - Thailand; National Electronics & Computer Technology Center (NECTEC)
Type
Article
Source Title
MATHEMATICAL PROBLEMS IN ENGINEERING
ISSN
1024-123X
Year
2020
Volume
2020
Page
-
Open Access
gold
Publisher
HINDAWI LTD
DOI
10.1155/2020/2379091
Format
PDF
Abstract
The use of scheduling optimization tools is essential in creating an efficient nurse shift-rotation schedule. A well-designed nurse scheduling technique can improve nurses' job satisfaction and their intention to stay. This study develops a goal programming approach to nurse scheduling that simultaneously considers workload fairness and individual preferences on working shift and day off assignments. A case study of an operating room at a hospital in Thailand is used to illustrate the model capabilities for solving an actual nurse scheduling problem. The job satisfaction factors defined based on an interview and questionnaire survey are integrated into the model. When compared against the manual scheduling result, the optimal schedules can be implemented to improve the nurse's perception of fairness and preference satisfaction. The analysis of fairness and multiple individual preferences based on a case study investigation is the main contribution of this study.
Funding Sponsor
Thammasat University Research Fund; TUFT [052/2563]
License
CC-BY
Rights
Authors
Publication Source
WOS
Document
A Goal Programming Approach to Nurse Scheduling with Individual Preference Satisfaction