Collaborative Research: An Allocation Model with Dynamic Updates for Balanced Workload Distribution on Patient Centered Medical Homes

协作研究:一种动态更新的分配模型,用于平衡以患者为中心的医疗之家的工作量分配

基本信息

  • 批准号:
    1233504
  • 负责人:
  • 金额:
    $ 22万
  • 依托单位:
  • 依托单位国家:
    美国
  • 项目类别:
    Standard Grant
  • 财政年份:
    2012
  • 资助国家:
    美国
  • 起止时间:
    2012-09-01 至 2016-08-31
  • 项目状态:
    已结题

项目摘要

The goal of this collaborative Advancing Health Services through System Modeling Research project is to lay a scientific foundation for new business rules and operation sciences useful for the patient centered medical home model (PCMH). The PCMH model is an emerging team-based approach for primary care aimed at improving timely access to care, continuity of care, care cost and comprehensiveness for patient wellness. This three-year project has the following tasks: 1) to develop a comprehensive health information technology data preparation strategy to provide healthcare demand and supply portfolio data 2) to develop an adaptive discrete-cluster-based statistical estimation model that can predict healthcare workload based on key patient attributes, such as diagnosis and treatment characteristics, and 3) to create stochastic optimization models to aid in managing patient panels and staffing levels for all PCMH teams. Such models would provide dynamic updating rules for patient and staffing allocation with a stochastically migrating patient population in medical facilities; and would provide a real time appointment scheduling system to improve daily operations through optimal patient allocation and staffing under stochastic patient demand for service. With the development of a healthcare workload portfolio estimation model, patient allocation model and dynamic scheduling strategy, this research will directly support PCMH practices by assigning patients to provider team members so that that providers? time can be fully utilized and patients receive prompt, adequate and economical healthcare. The project will be in collaboration with the largest healthcare system in U.S., the Veterans Health Administration. We expect the results of this research to be adopted and implemented in hundreds of medical facilities. The research will be brought into classrooms to inspire and engage undergraduate and graduate students, especially underrepresented groups. This research will contribute to and enhance our graduate level courses and seminars. In addition workshops will be developed on campus and in various conferences.
这个合作项目的目标是通过系统建模研究推进医疗服务,为可用于以患者为中心的医疗之家模式(PCMH)的新业务规则和运营科学奠定科学基础。PCMH模式是一种新兴的以团队为基础的初级保健方法,旨在改善及时获得护理,护理的连续性,护理成本和患者健康的全面性。这个为期三年的项目有以下任务:1)制定全面的医疗信息技术数据准备策略,以提供医疗需求和供应组合数据2)开发基于离散聚类的自适应统计估计模型,该模型可以根据关键患者属性(例如诊断和治疗特征)预测医疗工作量,以及3)创建随机优化模型,以帮助管理所有PCMH团队的患者组和人员配备水平。这种模型将提供动态更新规则的病人和人员配置与随机迁移的病人人口在医疗设施,并将提供一个真实的时间预约调度系统,以改善日常运作,通过优化病人分配和人员配置随机病人的服务需求。随着医疗工作量的投资组合估计模型,病人分配模型和动态调度策略的发展,这项研究将直接支持PCMH的做法,通过分配病人的供应商团队成员,使供应商?时间可以得到充分利用,病人可以得到及时、充分和经济的保健。该项目将与美国最大的医疗保健系统合作,退伍军人健康管理局我们希望这项研究的结果能够被数百家医疗机构采用和实施。这项研究将被带入课堂,以激励和吸引本科生和研究生,特别是代表性不足的群体。这项研究将有助于提高我们的研究生课程和研讨会。此外,还将在校园和各种会议上举办讲习班。

项目成果

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Kai Yang其他文献

Fast, robust dynamic field-of-view adjustment for iterative reconstruction of dedicated breast CT
快速、稳健的动态视场调整,用于专用乳腺 CT 的迭代重建
Pleiotropic Immunomodulatory Functions of Radioactive Inactivated Bacterial Vectors for Enhanced Cancer Radio-immunotherapy
放射性灭活细菌载体的多效免疫调节功能用于增强癌症放射免疫治疗
  • DOI:
    10.1021/acsnano.2c04982
  • 发表时间:
    2022
  • 期刊:
  • 影响因子:
    17.1
  • 作者:
    Pei Pei;Yu Zhang;Yunchun Jiang;Wenhao Shen;Hua Chen;Sai Yang;Yanxiang Zhang;Xuan Yi;Kai Yang
  • 通讯作者:
    Kai Yang
Heuristic algorithms for the bi-objective hierarchical multimodal hub location problem in cargo delivery system
货运系统双目标分层多式联运枢纽选址问题的启发式算法
  • DOI:
  • 发表时间:
    2021
  • 期刊:
  • 影响因子:
    5
  • 作者:
    Xiaoting Shang;Kai Yang;Bin Jia;Ziyou Gao;Hao Li
  • 通讯作者:
    Hao Li
Hybrid Hydrogel Electrolyte Based on Metal–Organic Supermolecular Self-Assembly and Polymer Chemical Cross-Linking for Rechargeable Aqueous Zn–MnO2 Batteries
基于金属-有机超分子自组装和聚合物化学交联的混合水凝胶电解质,用于可充电水系Zn-MnO2电池
  • DOI:
    10.1021/acsami.0c10321
  • 发表时间:
    2020
  • 期刊:
  • 影响因子:
    0
  • 作者:
    Yuanyuan Hu;Ping Shen;Na Zeng;Lulu Wang;Di Yan;Lulu Cui;Kai Yang;Cuiping Zhai
  • 通讯作者:
    Cuiping Zhai
Investigation on Performance and Vacuum Package of MEMS Infrared Focal Plane Arrays
MEMS红外焦平面阵列性能及真空封装研究
  • DOI:
    10.1109/led.2012.2237500
  • 发表时间:
    2013-01
  • 期刊:
  • 影响因子:
    4.9
  • 作者:
    Kai Yang;Yu Liu,;Dapeng Chen;Tianchun Ye
  • 通讯作者:
    Tianchun Ye

Kai Yang的其他文献

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{{ truncateString('Kai Yang', 18)}}的其他基金

Design and Manufacturing of E-textiles for Wearable Healthcare
用于可穿戴医疗保健的电子纺织品的设计和制造
  • 批准号:
    AH/Y005651/1
  • 财政年份:
    2023
  • 资助金额:
    $ 22万
  • 项目类别:
    Research Grant
Whole garment knitting equipment for e-textile wearable healthcare applications
用于电子纺织品可穿戴医疗保健应用的整衣针织设备
  • 批准号:
    MR/X013022/1
  • 财政年份:
    2022
  • 资助金额:
    $ 22万
  • 项目类别:
    Research Grant
Wearable Textile with Integrated Electrotherapy and Sensing for Joint Pain Management
具有集成电疗和传感功能的可穿戴纺织品,用于关节疼痛管理
  • 批准号:
    MR/W029421/1
  • 财政年份:
    2022
  • 资助金额:
    $ 22万
  • 项目类别:
    Research Grant
Low-cost personalised instrumented clothing with integrated FES electrodes for upper limb rehabilitation
带有集成 FES 电极的低成本个性化仪器服装,用于上肢康复
  • 批准号:
    MR/N027841/1
  • 财政年份:
    2016
  • 资助金额:
    $ 22万
  • 项目类别:
    Research Grant
Multistate Reliability Model and Quality Loss Analysis
多状态可靠性模型和质量损失分析
  • 批准号:
    9500126
  • 财政年份:
    1995
  • 资助金额:
    $ 22万
  • 项目类别:
    Standard Grant

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