医学
联合分析
透析
偏爱
置信区间
血液透析
考试(生物学)
患者满意度
重症监护医学
外科
内科学
统计
数学
生物
古生物学
作者
Leslie Wilson,Anne F. Gress,Lynda Frassetto,Harini Sarathy,Elizabeth A. Gress,William H. Fissell,Shuvo Roy
出处
期刊:Clinical Journal of The American Society of Nephrology
[American Society of Nephrology]
日期:2023-10-06
被引量:6
标识
DOI:10.2215/cjn.0000000000000313
摘要
Background Next-generation implantable and wearable KRTs may revolutionize the lives of patients undergoing dialysis by providing more frequent and/or prolonged therapy along with greater mobility compared with in-center hemodialysis. Medical device innovators would benefit from patient input to inform product design and development. Our objective was to determine key risk/benefit considerations for patients with kidney failure and test how these trade-offs could drive patient treatment choices. Methods We developed a choice-based conjoint discrete choice instrument and surveyed 498 patients with kidney failure. The choice-based conjoint instrument consisted of nine attributes of risk and benefit pertinent across KRT modalities. Attributes were derived from literature reviews, patient/clinician interviews, and pilot testing. The risk attributes were serious infection, death within 5 years, permanent device failure, surgical requirements, and follow-up requirements. The benefit attributes were fewer diet restrictions, improved mobility, pill burden, and fatigue. We created a random, full-profile, balanced overlap design with 14 choice pairs plus five fixed tasks to test validity. We used a mixed-effects regression model with attribute levels as independent predictor variables and choice decisions as dependent variables. Results All variables were significantly important to patient choice preferences, except follow-up requirements. For each 1% higher risk of death within 5 years, preference utility was lower by 2.22 ( β =−2.22; 95% confidence interval [CI], −2.52 to −1.91), while for each 1% higher risk of serious infection, utility was lower by 1.38 ( β =−1.46; 95% CI, −1.77 to −1.00) according to comparisons of the β coefficients. Patients were willing to trade a 1% infection risk and 0.5% risk of death to gain complete mobility and freedom from in-center hemodialysis ( β =1.46; 95% CI, 1.27 to 1.64). Conclusions Despite an aversion to even a 1% higher risk of death within 5 years, serious infection, and permanent device rejection, patients with kidney failure suggested that they would trade these risks for the benefit of complete mobility.
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