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A model for quantifying the value of RFID-enabled equipment tracking in hospitals

机译:用于量化医院中启用RFID的设备跟踪的价值的模型

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摘要

US hospitals spend millions of dollars on lost, misplaced and stolen equipment every year. Radio frequency identification (RFID) technology provides potential solutions to this problem. The nation's top healthcare providers installing RFID have demonstrated the benefits of RFID. However, most other providers have not followed suit due to the lack of models available to provide measurable steps in successful RFID installation and sustainability, and to predict legitimate returns on investment. To respond this need, we propose a Markov chain model that could quantify the benefits of RFID from reducing equipment shrinkage and staff time of searching for equipment and increasing equipment utilization in hospitals. Using the proposed Markov chain model, a sensitivity analysis is conducted to investigate the performance improvement by RFID-enabled equipment tracking in a hospital. Our results demonstrate that an RFID-enabled equipment tracking system could significantly increase equipment utilization. In addition, the proposed model may be used to evaluate the equipment preparation and maintenance policies in hospitals with RFID, and could be easily extended to quantifying the benefits of RFID tracking systems in other industries.
机译:美国医院每年在丢失,放错位置和被盗的设备上花费数百万美元。射频识别(RFID)技术为该问题提供了潜在的解决方案。全国安装RFID的顶级医疗保健提供者已经证明了RFID的优势。但是,由于缺乏可用的模型来提供成功的RFID安装和可持续性的可衡量步骤以及预测合法的投资回报率,大多数其他提供商并未效仿。为了满足这种需求,我们提出了一个马尔可夫链模型,该模型可以量化RFID的好处,即减少设备的缩减和员工寻找设备的时间以及提高医院的设备利用率。使用提出的马尔可夫链模型,进行了敏感性分析,以研究医院中启用RFID的设备跟踪对性能的改善。我们的结果表明,启用RFID的设备跟踪系统可以大大提高设备利用率。此外,该模型可用于评估具有RFID的医院的设备准备和维护策略,并可轻松扩展以量化RFID跟踪系统在其他行业中的收益。

著录项

  • 来源
    《Advanced engineering informatics》 |2011年第1期|p.23-31|共9页
  • 作者单位

    Department of Industrial and Systems Engineering, North Carolina Agricultural and Technical State University, 1601 £. Market Street, Greensboro, NC 27411, USA;

    Department of Industrial and Systems Engineering, North Carolina Agricultural and Technical State University, 1601 £. Market Street, Greensboro, NC 27411, USA;

    Department of Industrial and Systems Engineering, North Carolina Agricultural and Technical State University, 1601 £. Market Street, Greensboro, NC 27411, USA;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    radio frequency identification (RFID); equipment tracking; hospitals; healthcare;

    机译:射频识别(RFID);设备跟踪;医院;卫生保健;

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