基于蒙特卡罗模拟的大型私立三级医疗中心机械呼吸机获取策略

Q4 Medicine
Acta Medica Philippina Pub Date : 2025-02-28 eCollection Date: 2025-01-01 DOI:10.47895/amp.vi0.3892
Joven Jeremius Q Tanchuco, Fernando B Garcia
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引用次数: 0

摘要

背景和目的:机械呼吸机是支持危重患者呼吸衰竭的必要设备,尽管价格昂贵。应该始终有足够的数量,以确保医院向患者提供最佳护理,但在任何时候需要这些护理的患者数量是不可预测的。因此,在提供足够的呼吸机数量和确保医院财务可持续性方面找到最佳平衡是很重要的。方法:采用蒙特卡罗模拟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得呼吸机的最佳策略。使用四年呼吸机使用的历史数据确定每月90%的天数(27/30)提供呼吸机所需的呼吸机数量。研究了四种收购策略: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。确定每个策略的投资回报率(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。还对照顾使用呼吸机的患者的医生、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呼吸机和租赁呼吸机的经验。结果:与前四年相比,该医院需要11台呼吸器,以确保每月至少90%的天数有足够的呼吸器供患者使用。这意味着在医院已经拥有8台呼吸机的情况下,又购买了3台。在研究的策略中,以10年为周期进行预测,分期付款策略(50%首付款,5年零利率)被证明是最具经济优势的,投资回报率为9.36倍,内部收益率为97% /年,总收益率为26% /年,净现值为39,324,297.60元,投资回收期为1.03年)。我们还研究了一种更现实的分期付款策略,即15%(季度或每年支付)和25%的年利率,它们的财务参数很像0%的利率,但不如0%的利率好。直接购买3台呼吸机的投资回报率较低(ROI = 4.53倍,IRR = 55% /年,MIRR = 19% /年,NPV = 38064297.60元,投资回收期为1.81年),其次是交错购买,投资回报率为3.56倍,IRR = 64% /年,MIRR = 28% /年,NPV = 29905438.08元,投资回收期为2.06年。由于租赁策略不需要投资,其唯一可用的财务参数是NPV,为21,234,057.60披索。该研究的定性部分表明,大多数参与护理患者连接呼吸机的医护人员都知道租赁呼吸机。租赁呼吸机通常被描述为功能较低,更容易损坏。受访者几乎一致表示更喜欢医院拥有的呼吸机。结论:本分析表明,从纯粹的财务角度来看,该医院的最佳呼吸机所有权策略是分期付款,首付50%,利息0%。每年15%和25%的中等利率也不错。接下来是直接购买,最后是交错购买。与所有所有权策略相比,租赁策略的10年累积收入最低,但由于医院没有进行任何投资,因此仍可被视为良好的收入。然而,参与护理呼吸机患者的医护人员似乎大多数认为租赁呼吸机质量较低,而更倾向于医院自己的呼吸机。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mechanical Ventilator Acquisition Strategy in a Large Private Tertiary Medical Center Using Monte Carlo Simulation.

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.

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Acta Medica Philippina
Acta Medica Philippina Medicine-Medicine (all)
CiteScore
0.40
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