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肺癌和结肠癌患者的治疗偏好:一项离散选择实验

Therapy preferences of patients with lung and colon cancer: a discrete choice experiment.

作者信息

Schmidt Katharina, Damm Kathrin, Vogel Arndt, Golpon Heiko, Manns Michael P, Welte Tobias, Graf von der Schulenburg J-Matthias

机构信息

Leibniz University of Hannover, Center for Health Economics Research (CHERH), Hannover, Germany.

Department of Gastroenterology, Hepatology and Endocrinology, Hannover Medical School, Hannover, Germany.

出版信息

Patient Prefer Adherence. 2017 Sep 26;11:1647-1656. doi: 10.2147/PPA.S138863. eCollection 2017.

Abstract

OBJECTIVES

There is increasing interest in studies that examine patient preferences to measure health-related outcomes. Understanding patients' preferences can improve the treatment process and is particularly relevant for oncology. In this study, we aimed to identify the subgroup-specific treatment preferences of German patients with lung cancer (LC) or colorectal cancer (CRC).

METHODS

Six discrete choice experiment (DCE) attributes were established on the basis of a systematic literature review and qualitative interviews. The DCE analyses comprised generalized linear mixed-effects model and latent class mixed logit model.

RESULTS

The study cohort comprised 310 patients (194 with LC, 108 with CRC, 8 with both types of cancer) with a median age of 63 (SD =10.66) years. The generalized linear mixed-effects model showed a significant (<0.05) degree of association for all of the tested attributes. "Strongly increased life expectancy" was the attribute given the greatest weight by all patient groups. Using latent class mixed logit model analysis, we identified three classes of patients. Patients who were better informed tended to prefer a more balanced relationship between length and health-related quality of life (HRQoL) than those who were less informed. Class 2 (LC patients with low HRQoL who had undergone surgery) gave a very strong weighting to increased length of life. We deduced from Class 3 patients that those with a relatively good life expectancy (CRC compared with LC) gave a greater weight to moderate effects on HRQoL than to a longer life.

CONCLUSION

Overall survival was the most important attribute of therapy for patients with LC or CRC. Differences in treatment preferences between subgroups should be considered in regard to treatment and development of guidelines. Patients' preferences were not affected by sex or age, but were affected by the cancer type, HRQoL, surgery status, and the main source of information on the disease.

摘要

目的

越来越多的研究关注于考察患者偏好以衡量健康相关结局。了解患者偏好能够改善治疗过程,这对于肿瘤学尤为重要。在本研究中,我们旨在确定德国肺癌(LC)或结直肠癌(CRC)患者的亚组特异性治疗偏好。

方法

基于系统文献综述和定性访谈确定了六个离散选择实验(DCE)属性。DCE分析包括广义线性混合效应模型和潜在类别混合逻辑模型。

结果

研究队列包括310名患者(194名LC患者,108名CRC患者,8名患有两种癌症),中位年龄为63岁(标准差=10.66)。广义线性混合效应模型显示所有测试属性的关联度均具有统计学意义(<0.05)。“预期寿命大幅增加”是所有患者组赋予最大权重的属性。通过潜在类别混合逻辑模型分析,我们确定了三类患者。与信息较少的患者相比,信息更灵通的患者倾向于在生存时长和健康相关生活质量(HRQoL)之间选择更平衡的关系。第2类(接受过手术且HRQoL较低的LC患者)对延长寿命给予了非常高的权重。我们从第3类患者推断出,预期寿命相对较好的患者(与LC相比为CRC)对HRQoL的适度影响给予的权重高于对更长寿命的权重。

结论

总生存期是LC或CRC患者治疗中最重要的属性。在治疗和制定指南时应考虑亚组之间治疗偏好的差异。患者偏好不受性别或年龄影响,但受癌症类型、HRQoL、手术状态以及疾病信息的主要来源影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f58a/5630067/18f8964f0e29/ppa-11-1647Fig1.jpg

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