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Patient preferences for treatment of multiple sclerosis with disease-modifying therapies: a discrete choice experiment

机译:病情改变疗法治疗多发性硬化症的患者偏爱:一项离散选择实验

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Objectives: To assess disease-modifying therapy (DMT) preferences in a population of patients with multiple sclerosis (MS) and to estimate the association between sociodemographic and clinical factors and these preferences. Methods: Preferences for DMTs attributes were measured using a discrete choice experiment. Analysis of preferences was assessed using mixed-logit hierarchical Bayes regression. A multilinear regression was used to evaluate the association between the preferences for each attribute and patients’ demographic and clinical characteristics. A Student’s t -test or Welch’s t -test was used for subgroup comparisons. Results: A total of 125 patients were included in the final analysis (62.9% female, mean age 44.5 years, 71.5% with relapsing-remitting MS diagnosis). The most important factor for patients was the possibility of suffering from the side effects of the treatment (relative importance [RI] =50%), followed by a delay in disease progression (RI =19.4%), and route and frequency of administration (RI =14.3%). According to maximum acceptable risk, patients were willing to accept an increase of 3.8% in severity of side effects, for a delay of 1 year in disease progression. Treatment duration was the most prevalent factor affecting preferences, followed by the age of patients, type of MS, level of education, and the type of current treatment. Patients treated orally were significantly more concerned about the route and frequency of administration ( P =0.026) than patients on injectable therapy. Na?ve patients stated significantly less importance to prevention of relapses ( P =0.021) and deterioration of the capacity for performing usual daily life activities ( P =0.015). Finally, patients with >5 years since diagnosis were significantly less concerned about preventing disease progression ( P =0.021), and more concerned about treatment side effects ( P =0.052) than compared with patients with <5 years of MS history. Conclusion: The most important attribute for MS patients was side effects of DMTs, followed by delay in disability progression. Experience with DMTs and time since MS diagnosis changed patients’ preferences. These results give information to adjust new DMT treatment in order to satisfy patients’ preferences and therefore, improve adherence to treatment.
机译:目的:评估多发性硬化症(MS)患者人群中的疾病改良疗法(DMT)偏爱,并评估社会人口统计学和临床​​因素与这些偏爱之间的关联。方法:使用离散选择实验测量DMT属性的首选项。使用混合对数分层贝叶斯回归评估偏好分析。使用多线性回归评估每种属性的偏好与患者的人口统计学和临床​​特征之间的关联。学生的t检验或韦尔奇的t检验用于子组比较。结果:最终分析共纳入125例患者(女性为62.9%,平均年龄为44.5岁,复发缓解型MS诊断为71.5%)。对患者而言,最重要的因素是可能遭受治疗的副作用(相对重要性[RI] = 50%),其次是疾病进展延迟(RI = 19.4%)以及给药途径和频率( RI = 14.3%)。根据最大可接受风险,患者愿意接受3.8%的严重性副作用,延迟疾病进展1年。治疗持续时间是影响偏好的最普遍因素,其次是患者年龄,MS类型,受教育程度和当前治疗类型。口服治疗的患者比注射治疗的患者更关心给药途径和频率(P = 0.026)。初次接受治疗的患者对预防复发(P = 0.021)和进行日常日常生活活动能力的降低(P = 0.015)的重要性显着降低。最后,与具有5年以上MS史的患者相比,自诊断以来> 5年的患者对疾病预防的关注显着减少(P = 0.021),而对治疗副作用的关注(P = 0.052)。结论:MS患者最重要的属性是DMT的副作用,其次是残疾进展的延迟。自MS诊断以来,DMT的经验和时间改变了患者的喜好。这些结果为调整新的DMT治疗方法提供了信息,以满足患者的喜好,从而提高了治疗依从性。

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