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通过离散选择实验理解糖尿病治疗属性的患者自付费用临界点。

Understanding patient cost-sharing thresholds for diabetes treatment attributes via a discrete choice experiment.

机构信息

Pharmacotherapy Outcomes Research Center, University of Utah, Salt Lake City.

University of Utah Health Plans, Murray.

出版信息

J Manag Care Spec Pharm. 2023 Feb;29(2):139-150. doi: 10.18553/jmcp.2023.29.2.139.

Abstract

The process used to prefer certain products across drug classes for diabetes is generally focused on comparative effectiveness and cost. However, payers rarely tie patient preference for treatment attributes to formulary management resulting in a misalignment of value defined by providers, payers, and patients. To explore patients' willingness to pay (WTP) for the predetermined high-value and low-value type 2 diabetes mellitus (T2DM) treatments within a health plan. A cross-sectional discrete choice experiment (DCE) survey was used to determine patient preference for the benefit, risk, and cost attributes of T2DM treatments. A comprehensive literature review of patient preference studies in diabetes and a review of guidelines and medical literature identified study attributes. Patients and diabetes experts were interviewed and instructed to identify, prioritize, and comment on which attributes of diabetes treatments were most important to T2DM patients. The patients enrolled in a health plan were asked to respond to the survey. A multinomial logit model was developed to determine the relative importance and the patient's WTP of each attribute. The patients' relative values based on WTPs for T2DM treatments were calculated and compared with the treatments by a health plan. A total of 7 attributes were selected to develop a web-based DCE questionnaire survey. The responses from a total of 58 patients were analyzed. Almost half (48.3%) of the respondents took oral medications and injections for T2DM. The most prevalent side effects due to diabetes medications were gastrointestinal (43.1%), followed by weight gain (39.7%) and nausea (32.8%). Patients were willing to pay more for treatments with proven cardiovascular benefit and for the risk reduction of hospitalization from heart failure. On the other hand, they would pay less for treatments with higher gastrointestinal side effects. Patients were willing to pay the most for sodium-glucose cotransporter 2 inhibitor and glucagon-like peptide 1 receptor agonist agents and the least for dipeptidyl peptidase-4 inhibitors and thiazolidinediones. This study provides information to better align patient, provider, and payer preferences in both benefit design and value-based formulary strategy for diabetes treatments. A preferred placement of treatments with cardiovascular benefits and lower adverse gastrointestinal side effects may lead to increased adherence to medications and improved clinical outcomes at a lower overall cost to both patients and their health plan. This study was supported by a grant from the PhRMA Foundation.

摘要

用于在药物类别中优先选择某些糖尿病产品的方法通常侧重于比较疗效和成本。然而,支付者很少将患者对治疗属性的偏好与处方管理联系起来,从而导致提供者、支付者和患者定义的价值不一致。本研究旨在探索患者在健康计划内对预先确定的高价值和低价值 2 型糖尿病(T2DM)治疗的支付意愿(WTP)。采用横断面离散选择实验(DCE)调查来确定患者对 T2DM 治疗的获益、风险和成本属性的偏好。对糖尿病患者偏好研究的全面文献回顾以及对指南和医学文献的回顾确定了研究属性。对患者和糖尿病专家进行了访谈,并指导他们识别、优先考虑并评论哪些糖尿病治疗属性对 T2DM 患者最重要。参与健康计划的患者被要求对调查做出回应。建立了多项逻辑回归模型来确定每个属性的相对重要性和患者对每个属性的 WTP。根据 T2DM 治疗的 WTP 计算患者的相对价值,并与健康计划中的治疗进行比较。总共选择了 7 个属性来开发基于网络的 DCE 问卷调查。分析了总共 58 名患者的回复。近一半(48.3%)的受访者因 T2DM 服用口服药物和注射剂。因糖尿病药物引起的最常见副作用是胃肠道(43.1%),其次是体重增加(39.7%)和恶心(32.8%)。患者愿意为具有明确心血管获益的治疗以及因心力衰竭住院风险降低的治疗支付更多费用。另一方面,他们会为具有更高胃肠道副作用的治疗支付更少的费用。患者愿意为钠-葡萄糖协同转运蛋白 2 抑制剂和胰高血糖素样肽 1 受体激动剂支付最多,而愿意为二肽基肽酶-4 抑制剂和噻唑烷二酮类药物支付最少。本研究提供了信息,以更好地协调患者、提供者和支付者在糖尿病治疗的获益设计和基于价值的处方策略方面的偏好。优先选择具有心血管获益和较低胃肠道不良反应的治疗方法可能会提高患者对药物的依从性,并在降低总体成本的情况下改善患者及其健康计划的临床结局。本研究得到了 PhRMA 基金会的资助。

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