Patient Preferences for Attributes of Androgen Deprivation Therapies in Prostate Cancer: A Discrete Choice Experiment with Latent Class Analysis

IF 3.4 3区 医学 Q2 MEDICINE, RESEARCH & EXPERIMENTAL Advances in Therapy Pub Date : 2024-08-21 DOI:10.1007/s12325-024-02955-1
Brett Hauber, Agnes Hong, Elke Hunsche, Martine C. Maculaitis, Sean P. Collins
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Abstract

Introduction

Medical androgen deprivation therapy (ADT) options have expanded for patients with advanced prostate cancer (PC). Historically, ADT was primarily available in long-acting injectable formulations. In 2020, the first oral formulation was US Food and Drug Administration-approved for adults with advanced PC. This study’s aim was to assess patient preferences for attributes of medical ADT, including mode of administration, side effects, impact on sexual interest, and out-of-pocket (OOP) costs, and to segment respondents into distinct groups based on their treatment choice patterns.

Methods

A cross-sectional survey was conducted among US residents aged > 40 years with PC, employing a discrete choice experiment to assess preferences for ADT attributes. For each choice task, respondents were asked to select the hypothetical treatment profile that they preferred out of two presented. Latent class analysis (LCA) was conducted to estimate attribute-level preference weights and calculate attribute relative importance for groups of respondents with similar treatment preferences.

Results

A total of 304 respondents completed the survey (mean age 64.4 years). LCA identified four preference groups, named according to the attribute each group considered most important: Sexual interest, Cost-sensitive, Favors daily pill, and Favors injection. Most respondents in the Sexual interest group were < 65 years, while the Cost-sensitive group was mostly ≥ 65 years. Favors daily pill had the highest proportion of ADT-naïve individuals. On average, respondents in these groups preferred an oral medication. Favors injection, which had the highest proportion of ADT-experienced individuals, preferred infrequent intramuscular injections, lower chance of post-ADT testosterone recovery, and lower OOP cost.

Conclusion

Respondents differed in their preferences regarding ADT attributes, highlighting the need for patient involvement in their treatment decisions. Effective communication between healthcare providers and patients about the benefits and risks of available therapies should be encouraged to ensure that patients receive the PC treatment that best meets their needs.

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前列腺癌患者对雄激素剥夺疗法属性的偏好:采用潜类分析的离散选择实验。
简介:晚期前列腺癌(PC)患者的雄激素剥夺疗法(ADT)选择越来越多。一直以来,ADT 主要采用长效注射制剂。2020 年,首个口服制剂获得美国食品和药物管理局批准,可用于晚期 PC 成人患者。本研究旨在评估患者对医用 ADT 特性的偏好,包括给药方式、副作用、对性兴趣的影响以及自付(OOP)费用,并根据受访者的治疗选择模式将其划分为不同的群体:方法:对年龄大于 40 岁、患有 PC 的美国居民进行了一项横断面调查,采用离散选择实验来评估 ADT 属性的偏好。在每个选择任务中,受访者被要求从两个假定的治疗方案中选择他们更喜欢的方案。对具有相似治疗偏好的受访者群体进行潜类分析(LCA),以估计属性级偏好权重并计算属性相对重要性:共有 304 名受访者完成了调查(平均年龄为 64.4 岁)。LCA 确定了四个偏好群体,根据每个群体认为最重要的属性进行命名:性兴趣、成本敏感、偏好每日服药和偏好注射。性兴趣组中的大多数受访者是结论派:受访者对 ADT 特性的偏好各不相同,这说明患者需要参与治疗决策。应鼓励医疗服务提供者与患者就现有疗法的益处和风险进行有效沟通,以确保患者接受最符合其需求的 PC 治疗。
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来源期刊
Advances in Therapy
Advances in Therapy 医学-药学
CiteScore
7.20
自引率
2.60%
发文量
353
审稿时长
6-12 weeks
期刊介绍: Advances in Therapy is an international, peer reviewed, rapid-publication (peer review in 2 weeks, published 3–4 weeks from acceptance) journal dedicated to the publication of high-quality clinical (all phases), observational, real-world, and health outcomes research around the discovery, development, and use of therapeutics and interventions (including devices) across all therapeutic areas. Studies relating to diagnostics and diagnosis, pharmacoeconomics, public health, epidemiology, quality of life, and patient care, management, and education are also encouraged. The journal is of interest to a broad audience of healthcare professionals and publishes original research, reviews, communications and letters. The journal is read by a global audience and receives submissions from all over the world. Advances in Therapy will consider all scientifically sound research be it positive, confirmatory or negative data. Submissions are welcomed whether they relate to an international and/or a country-specific audience, something that is crucially important when researchers are trying to target more specific patient populations. This inclusive approach allows the journal to assist in the dissemination of all scientifically and ethically sound research.
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