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大型私立三级医疗中心使用蒙特卡洛模拟的机械通气机采购策略

Mechanical Ventilator Acquisition Strategy in a Large Private Tertiary Medical Center Using Monte Carlo Simulation.

作者信息

Tanchuco Joven Jeremius Q, Garcia Fernando B

机构信息

Department of Biochemistry and Molecular Biology, College of Medicine, University of the Philippines Manila.

Department of Medicine, College of Medicine and Philippine General Hospital, University of the Philippines Manila.

出版信息

Acta Med Philipp. 2025 Feb 28;59(3):57-69. doi: 10.47895/amp.vi0.3892. eCollection 2025.

Abstract

BACKGROUND AND OBJECTIVE

Mechanical ventilators are essential albeit expensive equipment to support critically ill patients who have gone into respiratory failure. Adequate numbers should always be available to ensure that a hospital provides the optimal care to patients but the number of patients requiring them at any one time is unpredictable. Finding therefore the best balance in providing adequate ventilator numbers while ensuring the financial sustainability of a hospital is important.

METHODS

A quantitative method using Monte Carlo Simulation was used to identify the optimal strategy for acquiring ventilators in a large private tertiary medical center in Metro Manila. The number of ventilators needed to provide ventilator needs 90% of the days per month (27/30) was determined using historical data on ventilator use over a period of four years. Four acquisition strategies were investigated: three ownership strategies (outright purchase, installment, and staggered purchase) and a rental strategy. Return on Investment (ROI), Internal Rate of Return (IRR), Modified Internal Rate of Return (MIRR), Net Present Value (NPV), and Payback period (or Breakeven Point) for each strategy were determined to help recommend the best strategy.A qualitative survey was also conducted among doctors, nurses, and respiratory therapists who were taking care of patients hooked to ventilators to find out their experiences comparing hospital-owned and rental ventilators.

RESULTS

It was found that a total of 11 respirators were needed by the hospital to ensure that enough respirators were available for its patients at least 90% of the days in any month based on the previous four-year period. This meant acquiring three more ventilators as the hospital already owned eight. Among the strategies studied, projected over a 10-year period, the installment strategy (50% down payment with 0% interest over a 5-year period) proved to be the most financially advantageous with ROI = 9.36 times, IRR = 97% per year, MIRR = 26% per year, NPV = ₱39,324,297.60 and Payback period = 1.03 years). A more realistic installment strategy with 15% (paid quarterly or annually) and 25% annual interest rates were also explored with their financial parameters quite like but not as good as the 0% interest. The outright purchase of three ventilators came in lower (ROI = 4.53 times, IRR = 55% per year, MIRR = 19% per year, NPV = ₱38,064,297.60 and Payback period = 1.81 years) followed last by staggered purchase with ROI = 3.56 times, IRR = 64% per year, MIRR = 28% per year, NPV = ₱29,905,438.08, and payback period of 2.06 years. As there was no investment needed for the rental strategy, the only financial parameter available for it is the NPV which came out as ₱21,234,057.60.The qualitative part of the study showed that most of the healthcare workers involved in the care of patients attached to the ventilator were aware of the rental ventilators. The rental ventilators were generally described as of lower functionality and can more easily break down. The respondents almost uniformly expressed a preference for the hospital-owned ventilators.

CONCLUSION

This analysis showed that the best ventilator ownership strategy from a purely financial perspective for this hospital is by installment with a 50% down payment and 0% interest. Moderate rates of 15% and 25% interest per year were also good. These were followed by outright purchase and lastly by staggered purchase. The rental strategy gave the lowest cumulative 10-year income compared to any of the ownership strategies, but may still be considered good income because the hospital did not make any investment. However, it seems that most of the healthcare workers involved in taking care of patients on ventilators thought the rental ventilators were of lower quality and preferred the hospital-owned ventilators.

摘要

背景与目的

机械通气设备虽价格昂贵,但对于支持已发生呼吸衰竭的重症患者至关重要。医院应始终配备足够数量的设备,以确保为患者提供最佳护理,但任何时刻需要使用这些设备的患者数量是不可预测的。因此,在确保医院财务可持续性的同时,找到提供足够数量通气设备的最佳平衡点非常重要。

方法

采用蒙特卡洛模拟的定量方法,确定马尼拉大都会一家大型私立三级医疗中心获取通气设备的最佳策略。利用四年期间通气设备使用的历史数据,确定每月90%的天数(27/30)满足通气需求所需的通气设备数量。研究了四种购置策略:三种所有权策略(直接购买、分期付款和交错购买)和一种租赁策略。确定了每种策略的投资回报率(ROI)、内部收益率(IRR)、修正内部收益率(MIRR)、净现值(NPV)和回收期(或盈亏平衡点),以帮助推荐最佳策略。还对照顾使用通气设备患者的医生、护士和呼吸治疗师进行了定性调查,以了解他们比较医院自有通气设备和租赁通气设备的经验。

结果

根据前四年的数据,发现医院总共需要11台呼吸器,以确保在任何一个月的至少90%的天数里,有足够的呼吸器供患者使用。这意味着需要再购置三台通气设备,因为医院已经拥有八台。在所研究的策略中,预计在10年期间,分期付款策略(50%首付,5年期0%利息)在财务上最为有利,投资回报率为9.36倍,内部收益率为每年97%,修正内部收益率为每年26%,净现值为39324297.60菲律宾比索,回收期为1.03年。还探讨了一种更现实的分期付款策略,年利率为15%(按季度或年度支付)和25%,其财务参数与之相似但不如0%利息的策略。直接购买三台通气设备的财务指标较低(投资回报率为4.53倍,内部收益率为每年55%,修正内部收益率为每年19%,净现值为38064297.60菲律宾比索,回收期为1.81年),交错购买策略排在最后,投资回报率为3.56倍,内部收益率为每年64%,修正内部收益率为每年28%,净现值为29905438.08菲律宾比索,回收期为2.06年。由于租赁策略无需投资,其唯一可用的财务参数是净现值,为21234057.60菲律宾比索。该研究的定性部分表明,大多数参与照顾使用通气设备患者的医护人员都知道租赁通气设备。租赁通气设备通常被描述为功能较低,更容易出现故障。受访者几乎一致表示更喜欢医院自有通气设备。

结论

该分析表明,从纯粹财务角度来看,这家医院最佳的通气设备所有权策略是50%首付、0%利息的分期付款方式。每年15%和25%的适度利率也不错。其次是直接购买,最后是交错购买。与任何所有权策略相比,租赁策略在10年累计收入方面最低,但由于医院没有进行任何投资,仍可被视为可观的收入。然而,似乎大多数参与照顾使用通气设备患者的医护人员认为租赁通气设备质量较低,更喜欢医院自有通气设备。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1bfc/11936771/52eba621ce3a/AMP-59-3-3892-g001.jpg

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