Accurately Forecasting Supply of and Demand for Taiwanese Healthcare Professionals Using the Grey Theory

IF 1 4区 工程技术 Q4 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Journal of Grey System Pub Date : 2006-06-01 DOI:10.30016/JGS.200606.0005
Pi-Fang Hsu, Mei-Ghing Hsu
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引用次数: 3

Abstract

Based on the Statistical Information Service of the Department of Health of the Executive Yuan of Taiwan, this study describes human resource statistical data of healthcare professionals using the GM (1,1) Model of Grey Theory. Analytical results indicated that using this GM (1,1) Model of the Grey Theory for forecasting achieves an accuracy exceeding 92.36%. Furthermore, Taiwanese healthcare professionals find it extremely difficult to constantly estimate the direction of constantly changing domestic health policies. Empirical results indicated that, from 2000 to 2004, the number of licensed medical personnel in Taiwan declined by 2.06%. Given the excessive demands of nurses and physicians, considerable adjustment is necessary in the future with respect to the quality and quantity of these professionals. Results of this study provide a valuable reference for governmental authorities such as the Department of Health in devising and implementing personnel policies.
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运用灰色理论准确预测台湾医疗保健专业人员的供需
本研究以台湾行政院卫生署统计资讯服务为基础,运用灰色理论的GM(1,1)模型,描述医疗专业人员的人力资源统计资料。分析结果表明,采用灰色理论的GM(1,1)模型进行预测,准确率超过92.36%。此外,台湾医疗保健专业人员发现,不断估计不断变化的国内卫生政策的方向是极其困难的。实证结果显示,从2000年到2004年,台湾持牌医务人员数量下降了2.06%。鉴于对护士和医生的过度需求,未来有必要对这些专业人员的质量和数量进行重大调整。本研究结果可为卫生署等政府部门制定及实施人事政策提供有价值的参考。
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来源期刊
Journal of Grey System
Journal of Grey System 数学-数学跨学科应用
CiteScore
2.40
自引率
43.80%
发文量
0
审稿时长
1.5 months
期刊介绍: The journal is a forum of the highest professional quality for both scientists and practitioners to exchange ideas and publish new discoveries on a vast array of topics and issues in grey system. It aims to bring forth anything from either innovative to known theories or practical applications in grey system. It provides everyone opportunities to present, criticize, and discuss their findings and ideas with others. A number of areas of particular interest (but not limited) are listed as follows: Grey mathematics- Generator of Grey Sequences- Grey Incidence Analysis Models- Grey Clustering Evaluation Models- Grey Prediction Models- Grey Decision Making Models- Grey Programming Models- Grey Input and Output Models- Grey Control- Grey Game- Practical Applications.
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