An Outpatient Appointment Scheduling System Based on the Logistic Regression Method

勤益科大機構典藏 > 管理學院 > 資訊管理系(研發與科技管理研究所) > 【資訊管理系】期刊論文 > Item 987654321/5912

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题名:	An Outpatient Appointment Scheduling System Based on the Logistic Regression Method
作者:	Huang, Jia-Yen
贡献者:	圖書館
关键词:	Logistic Regression Method Outpatient Appointment Scheduling System Waiting time
日期:	2015-11-02
上传时间:	2016-10-18 16:15:12 (UTC+8)
出版者:	Taylor and Francis Ltd
摘要:	In the age of rising patients’ self-awareness, reducing patient waiting time is one of the most important issues for hospitals. In Taiwan, the schedule of outpatient appointment time is arranged according to experience, and several possible factors influential to the prediction accuracy are neglected, which inducing patient's uncomfortable feeling. In this paper, sample data of a medical center located in central Taiwan is collected. Three methods for predicting the outpatient appointment time were conducted and compared, including the hospital's method, the moving average method, and the logistic regression method. The experimental results show that the appointment scheduling system based on our proposed algorithm can efficiently improve service quality by increasing prediction accuracy on the outpatient appointment time.
關聯:	Journal of Information and Optimization Sciences, Volume 36, Number 6, 2 November 2015, pp. 549-567(19)
显示于类别:	[資訊管理系(研發與科技管理研究所)] 【資訊管理系】期刊論文

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