Decision support system for rehabilitation scheduling to enhance the service quality and the effectiveness of hospital resource management

被引:0
|
作者
Huang, Yi-Chao [1 ]
Zheng, Jia-Nian [2 ]
Chien, Chen-Fu [2 ]
机构
[1] Natl Pingtung Univ Sci & Technol, Dept Ind Management, Pingtung 91201, Taiwan
[2] Natl Tsing Hua Univ, Dept Ind Engn & Engn Management, 101 Sect 2 Kuang Fu Rd, Hsinchu 30013, Taiwan
关键词
decision support system; hybrid shop scheduling; genetic algorithm; rehabilitation; total resource management; hospital management;
D O I
10.1080/10170669.2012.703249
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In hospitals, rehabilitation inpatients often complain about long waiting time between the therapeutic processes. Due to the partial precedence constraints of rehabilitation therapies, the rehabilitation scheduling problem is a hybrid shop scheduling problem. This article aims to construct a decision support system for rehabilitation scheduling. Equipped with the developed genetic algorithm, this system can generate the optimal schedules for rehabilitation patients to minimize waiting time and thus enhance service quality and overall resource effectiveness of rehabilitation facilities. The developed system is also equipped with GUI (graphical user interfaces) to provide scheduling information including Gantt charts and scheduling lists to support various users including therapists and inpatients. We conducted an empirical study in a general hospital for validation. The results showed that the waiting time of each inpatient is reduced significantly and thus demonstrated the practical viability of the proposed solution to enhance the effectiveness of hospital resource management. The developed system has been implemented online in the hospital.
引用
收藏
页码:348 / 363
页数:16
相关论文
共 50 条
  • [31] Decision support system for quality management of cosmetic products
    Shabunina, O. V.
    Khalyasmaa, A. I.
    Korelina, E. V.
    4TH INTERNATIONAL CONFERENCE ON RELIABILITY ENGINEERING (ICRE 2019), 2020, 836
  • [32] DECISION SUPPORT SYSTEM FOR WATER-QUALITY MANAGEMENT
    ROSSOUW, JN
    KELLY, H
    SOUTH AFRICAN JOURNAL OF SCIENCE, 1989, 85 (07) : 415 - &
  • [33] Quality of Service Resource Management for Search Strategy Design in Electronic Support
    Apfeld, Sabine
    Charlish, Alexander
    Koch, Wolfgang
    2017 SENSOR SIGNAL PROCESSING FOR DEFENCE CONFERENCE (SSPD), 2017, : 109 - 113
  • [34] A MANAGEMENT DECISION SUPPORT SYSTEM FOR THE NATIONAL-HEALTH SERVICE
    ASHFORD, JR
    BAILEY, TC
    JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES D-THE STATISTICIAN, 1985, 34 (01) : 107 - 116
  • [35] HMSS: A management support system for concurrent hospital decision making
    Forgionne, GA
    Kohli, R
    DECISION SUPPORT SYSTEMS, 1996, 16 (03) : 209 - 229
  • [36] An adaptive decision support system for outpatient appointment scheduling with heterogeneous service times
    Feng, Haolin
    Jia, Yiwu
    Huang, Teng
    Zhou, Siyi
    Chen, Hongyi
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [37] An Optimization Model and Decision Support System of Operating Room Scheduling in a Teaching Hospital
    Meliana, Innaka Rizki
    Purwoko, Pasca
    Aisyati, Azizah
    Priyandari, Yusuf
    Rosyidi, Cucuk Nur
    JOURNAL OF APPLIED SCIENCE AND ENGINEERING, 2022, 25 (05): : 731 - 739
  • [38] ANALYSIS AND DESIGN OF DECISION SUPPORT SYSTEM OF DISRUPTION MANAGEMENT IN LOGISTICS SCHEDULING
    Wang, Xuping
    Liang, Ami
    Xu, Chuanlei
    Yang, Deli
    INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2009, 5 (06): : 1559 - 1568
  • [39] Decision Support System for Information Resources Quality as a Tool for Quality Evaluation in Hospital
    Sabarguna, Boy Subirosa
    Ibrahim, Anwar Soefi
    Jusuf, Prasandya Astagiri
    Pramastuty, Ajeng
    PROCEEDINGS OF 2013 3RD INTERNATIONAL CONFERENCE ON INSTRUMENTATION, COMMUNICATIONS, INFORMATION TECHNOLOGY, AND BIOMEDICAL ENGINEERING (ICICI-BME), 2013, : 215 - 220
  • [40] A Perspective on a Quality Management System for AI/ML-Based Clinical Decision Support in Hospital Care
    Bartels, Richard
    Dudink, Jeroen
    Haitjema, Saskia
    Oberski, Daniel
    van't Veen, Annemarie
    FRONTIERS IN DIGITAL HEALTH, 2022, 4