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Using Systems Dynamics Modeling to Demonstrate the Impact of Medicare Out of Pocket Cost Increases on Medicare Recipient Well-Being.

机译:使用系统动力学建模来证明医疗保险的即时费用增加对医疗保险接收者幸福感的影响。

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摘要

Complex social systems are governed by policies that are designed and implemented by legislators, boards of directors, executives, and government officials. At policy inception, policy designers predict positive impacts on society and minimize known negative impacts, which are often seen as tradeoffs for the greater good of the overall system (Adams, 1976). However, the unknown negative impacts cause unintended consequences. These unintended consequences create gaps in goal-seeking systems trying to stay balanced. The intent of this paper is to gather data, design a model in a sophisticated software package (iThink) and a common software package (excel) to show impact of gaps in large policies such as national healthcare. In particular, I will investigate and model the impacts of increasing out of pocket healthcare costs on the wellbeing of Medicare recipients. I also intend to demonstrate that policy makers could benefit from the use of systems dynamics even if they don't have access to sophisticated modeling software such as iThink by using simpler, more ubiquitous software packages such as excel to model the impact of policy decisions. Currently, policies are created through debates among legislators wherein "one side" may win the debate with some input from the "other side".;Sophisticated modeling software could cost upwards of ;My models (iThink and Excel) both show that increase in out of pocket expense have a substantial impact on the wellbeing of Medicare patients as demonstrated in Figure 28 (iThink) and Figure 38 (Excel). Using a debt level as a proxy for the extra cost of out of pocket expense because Medicare recipients, on a fixed income, must pick up additional spending using debt. Both models show that as debt increases the wellbeing of the recipient decreases therefore we reject the null hypothesis (ai). This indicates that higher out of pocket costs accelerates the reduction of overall health and increases the cost of "policy fixes" for governments in the long run. We also showed through a simple excel analysis that the cost increases within the Medicare Out of Pocket expenses remained the same the 5 year pre and post the implementation of the ACA as indicated in figure 42 therefore we accept the null hypothesis (bi). (Abstract shortened by ProQuest.).
机译:复杂的社会系统受制于立法者,董事会,行政人员和政府官员制定和实施的政策。在政策制定之初,政策设计者就可以预测对社会的正面影响,并将已知的负面影响减至最小,这通常被视为权衡整个系统的更大利益(Adams,1976)。但是,未知的负面影响会导致意想不到的后果。这些意想不到的后果在寻求保持平衡的目标搜索系统中造成了差距。本文的目的是收集数据,在复杂的软件包(iThink)和通用软件包(excel)中设计模型,以显示诸如国家医疗保健这样的大型政策中的差距所产生的影响。特别是,我将调查并建模增加自付费医费用对Medicare受助人健康的影响。我还打算证明,即使政策制定者无法使用更简单,更普及的软件包(例如excel来对政策决策的影响进行建模)而无法使用iThink等复杂的建模软件,他们也可以从系统动力学的使用中受益。当前,政策是通过立法者之间的辩论来制定的,其中“一方”可能会从“另一方”的一些投入中赢得辩论。;复杂的建模软件可能会使成本增加;我的模型(iThink和Excel)都表明,这种增加如图28(iThink)和图38(Excel)所示,零花钱对医疗保险患者的健康有着重大影响。使用债务水平作为自付费用的额外费用的替代,因为医疗保险的接受者必须以固定收入领取更多的债务支出,因为这是固定收入的。两种模型都表明,随着债务的增加,受助人的幸福感也随之降低,因此我们拒绝了原假设(ai)。这表明较高的自付费用从长远来看会加速整体健康的降低,并增加政府的“政策修正”成本。我们还通过简单的excel分析表明,在实施ACA的5年前后,Medicare自付费用中的成本增长保持不变,如图42所示,因此我们接受零假设(bi)。 (摘要由ProQuest缩短。)。

著录项

  • 作者

    Spence, Sean.;

  • 作者单位

    The George Washington University.;

  • 授予单位 The George Washington University.;
  • 学科 Engineering.;Systems science.
  • 学位 D.Engr.
  • 年度 2017
  • 页码 97 p.
  • 总页数 97
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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