Suppr超能文献

一种改善以患者为中心的透析服务提供的分析方法。

An Analytical Approach for Improving Patient-centric Delivery of Dialysis Services.

作者信息

Fleming Rosie, Gartner Daniel, Padman Rema, James Dafydd

机构信息

School of Mathematics, Cardiff University, Cardiff, Wales, United Kingdom.

National Health Service (NHS), Aneurin Bevan Continuous Improvement Unit (ABCi), Caerleon, United Kingdom.

出版信息

AMIA Annu Symp Proc. 2020 Mar 4;2019:418-427. eCollection 2019.

Abstract

In this paper, we report on the development of an analytical model and a decision support tool for meeting the complex challenge of scheduling dialysis patients. The tool has two optimization objectives: First, waiting times for the start of the dialysis after the patients' arrivals must be minimized. Second, the minimization of lateness after the scheduled finish time, which is relevant for transport services, are pursued. We model the problem as a mathematical program considering clinical pathways, a limited number of nurses managing the patients, and dialysis stations. Furthermore, information about patients' drop-off and pick-up time windows at/from the dialysis unit are considered. We develop a platform in Microsoft Excel and implement the analytical model using an Open Source optimization solver. A case study from a dialysis unit in the UK shows that a user can compute a schedule efficiently and the results provide useful information for patients, caregivers, clinicians and transport services.

摘要

在本文中,我们报告了一种分析模型和决策支持工具的开发情况,以应对安排透析患者这一复杂挑战。该工具具有两个优化目标:第一,患者到达后开始透析的等待时间必须最小化。第二,追求使预定结束时间后的延迟最小化,这对运输服务很重要。我们将该问题建模为一个数学规划,考虑临床路径、管理患者的护士数量有限以及透析站。此外,还考虑了患者在透析单元的下车和上车时间窗口信息。我们在Microsoft Excel中开发了一个平台,并使用开源优化求解器实现了分析模型。来自英国一家透析单元的案例研究表明,用户可以高效地计算出一份时间表,并且结果为患者、护理人员、临床医生和运输服务提供了有用信息。

相似文献

5
6
Using no-show modeling to improve clinic performance.运用未到诊模型提升诊所绩效。
Health Informatics J. 2010 Dec;16(4):246-59. doi: 10.1177/1460458210380521.
10
A decision support tool for health service re-design.用于医疗服务再设计的决策支持工具。
J Med Syst. 2012 Apr;36(2):621-30. doi: 10.1007/s10916-010-9526-8. Epub 2010 May 25.

本文引用的文献

1
Clinical pathway modelling: a literature review.临床路径建模:文献综述
Health Syst (Basingstoke). 2019 Sep 11;10(1):1-23. doi: 10.1080/20476965.2019.1652547.
2
Multi-disciplinary planning in health care: a review.医疗保健中的多学科规划:综述
Health Syst (Basingstoke). 2018 Feb 27;9(2):95-118. doi: 10.1080/20476965.2018.1436909.
3
Patient-centric design of long-term care networks.以患者为中心的长期护理网络设计。
Health Care Manag Sci. 2019 Jun;22(2):376-390. doi: 10.1007/s10729-018-9445-7. Epub 2018 May 29.
5
Re: A dynamic approach for outpatient scheduling.
J Med Econ. 2017 Nov;20(11):1126. doi: 10.1080/13696998.2017.1360311. Epub 2017 Aug 11.
7
An optimal decision making model for supporting week hospital management.支持周医院管理的最优决策模型。
Health Care Manag Sci. 2011 Mar;14(1):74-88. doi: 10.1007/s10729-010-9144-5. Epub 2010 Nov 18.
8
Measuring clinical pathway adherence.测量临床路径依从性。
J Biomed Inform. 2010 Dec;43(6):861-72. doi: 10.1016/j.jbi.2010.08.002. Epub 2010 Aug 7.

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验