Yebyo Henock G, Aschmann Hélène E, Yu Tsung, Puhan Milo A
Department of Epidemiology, Biostatistics & Prevention Institute, University of Zurich, Hirschengraben 84, CH-8001, Zurich, Switzerland.
School of Public Health, College of Health Sciences, Mekelle University, Ayder, Mekelle, Ethiopia.
BMC Cardiovasc Disord. 2018 May 18;18(1):97. doi: 10.1186/s12872-018-0838-9.
Patient preferences are key parameters to evaluate benefit-harm balance of statins for primary prevention but they are not readily available to guideline developers and decision makers. Our study aimed to elicit patient preferences for benefit and harm outcomes related to use of statins for primary cardiovascular disease prevention and to examine how the preferences differ across economically and socio-culturally different environments.
We conducted preference-eliciting surveys using best-worst scaling designed with a balanced incomplete-block design (BIBD) on 13 statins-related outcomes on 220 people in Ethiopia and Switzerland. The participants made tradeoff decisions and selected the most and least worrisome outcomes concurrently from each scenario generated using the BIBD. The design yielded 34,320 implied paired-comparisons and 2860 paired-responses as unit of analysis for eliciting the preferences that were analyzed using a conditional-logit model on a relative scale and surface under the cumulative ranking curve from multivariate random-effects meta-analysis model on a scale of 0 to 1.
There was high internal consistency of responses and minimal amount of measurement error in both surveys. Severe stroke was the most worrisome outcome with a ceiling preference of 1 (on 0 to 1 scale) followed by severe myocardial infarction, 0.913 (95% CI, 0.889-0.943), and cancer, 0.846 (0.829-0.855); while treatment discontinuation, 0.090 (0.023-0.123), and nausea/headache, 0.060 (0.034-0.094) were the least worrisome outcomes. Preferences were similar between Ethiopia and Switzerland with overlapping uncertainty intervals and concordance correlation of 0.97 (0.90-0.99).
Our study provides much needed empirical evidence on preferences that help clinical guidelines consider for weighing the benefit and harm outcomes when recommending for or against statins for primary prevention of cardiovascular disease. The preferences are consistent across the disparate settings; however, we recommend inclusion of more countries in future studies to ensure the generalizability of the preferences to all environments.
患者偏好是评估他汀类药物用于一级预防的利弊平衡的关键参数,但指南制定者和决策者难以获取相关信息。我们的研究旨在了解患者对他汀类药物用于心血管疾病一级预防的益处和危害结果的偏好,并研究这些偏好在经济和社会文化背景不同的环境中如何差异。
我们采用平衡不完全区组设计(BIBD)的最佳-最差尺度法,对埃塞俄比亚和瑞士的220人进行了关于13种他汀类药物相关结果的偏好调查。参与者进行权衡决策,同时从使用BIBD生成的每个场景中选择最令人担忧和最不令人担忧的结果。该设计产生了34320个隐含配对比较和2860个配对反应作为分析单位,用于引出偏好,这些偏好使用条件逻辑模型在相对尺度上进行分析,并使用多变量随机效应荟萃分析模型在0到1的尺度上对累积排名曲线下的面积进行分析。
两项调查的回答都具有很高的内部一致性,测量误差最小。严重中风是最令人担忧的结果,最高偏好值为1(在0到1的尺度上),其次是严重心肌梗死,为0.913(95%CI,0.889-0.943),癌症为0.846(0.829-0.855);而治疗中断,为0.090(0.023-0.123),恶心/头痛为0.060(0.034-0.094)是最不令人担忧的结果。埃塞俄比亚和瑞士的偏好相似,不确定性区间重叠,一致性相关性为0.97(0.90-0.99)。
我们的研究提供了急需的关于偏好的实证证据,有助于临床指南在推荐使用或不使用他汀类药物进行心血管疾病一级预防时考虑权衡益处和危害结果。这些偏好在不同环境中是一致的;然而,我们建议在未来的研究中纳入更多国家,以确保这些偏好在所有环境中的普遍性。