Optimal treatment policies for pelvic organ prolapse in women

IF 2.8 4区 管理学 Q2 MANAGEMENT
Yueran Zhuo, Senay Solak, Oz Harmanli, Keisha A. Jones
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引用次数: 1

Abstract

Pelvic organ prolapse (POP) is a very common gynecological disorder greatly affecting the quality of life (QoL) of females in the society. Studies have shown that approximately 40% of women in the United States have POP that requires medical intervention. In clinical practice, there are four treatment options for POP: watchful waiting, conservative treatment, reconstructive surgery, and obliterative surgery. In this study, we utilize practical data obtained through surveys and clinical literature and develop a model to help physicians and POP patients dynamically select treatment options in order to maximize a patient's expected future QoL. Results from the model are presented in the form of optimal policy tables, which can be used by physicians and patients by entering several attributes as inputs, such as the patient's age, current observed QoL defined by the severity of POP symptoms, preferences over preserving coital function, and other potential restrictive conditions. The results show significant socioeconomic incentives for potential utilization of optimal treatment policies in POP treatment. We estimate based on QoL to dollar conversions that the expected value of improved QoL for an individual POP patient is around $10,000. When aggregated over the entire POP population seeking treatment, the total annual expected value for the society is at least $675 million under medium-level valuations of QoL. Although the optimization-based policies imply an overall increase of about $200 million in annual POP treatment costs, the net positive gains can make this trade-off an acceptable one.

女性盆腔器官脱垂的最佳治疗策略
盆腔器官脱垂(POP)是一种非常常见的妇科疾病,严重影响着社会女性的生活质量。研究表明,美国约40%的女性患有POP,需要医疗干预。在临床实践中,POP有四种治疗选择:警惕性等待、保守治疗、重建手术和闭塞性手术。在这项研究中,我们利用通过调查和临床文献获得的实际数据,开发了一个模型来帮助医生和POP患者动态选择治疗方案,以最大限度地提高患者的预期未来生活质量。该模型的结果以最优策略表的形式呈现,医生和患者可以通过输入几个属性作为输入来使用该表,例如患者的年龄、由POP症状的严重程度定义的当前观察到的生活质量、对保留性交功能的偏好以及其他潜在的限制条件。研究结果表明,在POP治疗中,潜在利用最佳治疗政策具有显著的社会经济激励作用。根据生活质量与美元的换算,我们估计POP患者个人生活质量改善的预期价值约为10000美元。如果将整个寻求治疗的POP人群进行汇总,在生活质量的中等水平估值下,社会的年度预期总价值至少为6.75亿美元。尽管基于优化的政策意味着每年POP治疗费用总体增加约2亿美元,但净正收益可以使这种权衡成为可接受的。
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来源期刊
DECISION SCIENCES
DECISION SCIENCES MANAGEMENT-
CiteScore
12.40
自引率
1.80%
发文量
34
期刊介绍: Decision Sciences, a premier journal of the Decision Sciences Institute, publishes scholarly research about decision making within the boundaries of an organization, as well as decisions involving inter-firm coordination. The journal promotes research advancing decision making at the interfaces of business functions and organizational boundaries. The journal also seeks articles extending established lines of work assuming the results of the research have the potential to substantially impact either decision making theory or industry practice. Ground-breaking research articles that enhance managerial understanding of decision making processes and stimulate further research in multi-disciplinary domains are particularly encouraged.
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