Division of General Internal Medicine and Health Services Research, UCLA Department of Medicine, 1100 Glendon Avenue Suite 850, Los Angeles, CA, USA.
RAND Corporation, Behavioral and Policy Sciences, 1776 Main Street, Santa Monica, CA, USA.
J Patient Rep Outcomes. 2024 Jan 10;8(1):5. doi: 10.1186/s41687-023-00677-6.
The Patient-Reported Outcomes Measurement and Information System (PROMIS®) global health items (global-10) yield physical and mental health scale scores and the PROMIS-Preference (PROPr) scoring system estimated from PROMIS domain scores (e.g., PROMIS-29 + 2) produces a single score anchored by 0 (dead or as bad as being dead) to 1 (full health). A link between the PROMIS global-10 and the PROPr is needed.
The PROMIS-29 + 2 and the PROMIS global-10 were administered to 4102 adults in the Ipsos KnowledgePanel in 2022. The median age was 52 (range 18-94), 50% were female, 70% were non-Hispanic White, and 64% were married or living with a partner. The highest level of education completed for 26% of the sample was a high school degree or general education diploma and 44% worked full-time. We estimated correlations of the PROPr with the PROMIS global health items and the global physical and mental health scales. We examined the adjusted R and estimated correlations between predicted and observed PROPr scores.
Product-moment correlations between the PROMIS global health items and the PROPr ranged from 0.50 to 0.63. The PROMIS global physical health and mental health scale scores correlated 0.74 and 0.60, respectively, with the PROPr. The adjusted R in the regression of the PROPr on the PROMIS global health items was 64%. The equated PROPr preference scores correlated (product-moment) 0.80 (n = 4043; p < 0.0001) with the observed PROPr preference scores, and the intra-class correlation (two-way random effects model) was 0.80. The normalized mean absolute error (NMAE) was 0.45 (SD = 0.43). The adjusted R in the OLS regression of the PROPr on the PROMIS global health scales was 59%. The equated PROPr preference scores correlated (product-moment) was 0.77 (n = 4046; p < 0.0001) with the observed PROPr preference scores, and the intra-class correlation was 0.77. The NMAE was 0.49 (SD = 0.45).
Regression equations provide a reasonably accurate estimate of the PROPr preference-based score from the PROMIS global health items or scales for group-level comparisons. These estimates facilitate cost-effectiveness research and meta-analyses. The estimated PROPr scores are not accurate enough for individual-level applications. Future evaluations of the prediction equations are needed.
患者报告的结果测量和信息系统(PROMIS®)全球健康项目(全球-10)产生身体和心理健康量表评分,以及 PROMIS 偏好(PROPr)评分系统从 PROMIS 领域评分(例如,PROMIS-29+2)估计产生一个以 0(死亡或与死亡一样糟糕)到 1(完全健康)为锚点的单一评分。需要建立 PROMIS 全球-10 与 PROPr 之间的联系。
2022 年,Ipsos KnowledgePanel 对 4102 名成年人进行了 PROMIS-29+2 和 PROMIS 全球-10 调查。中位数年龄为 52 岁(范围 18-94 岁),50%为女性,70%为非西班牙裔白人,64%已婚或与伴侣同住。26%的样本完成的最高教育程度为高中学历或普通教育文凭,44%全职工作。我们估计了 PROPr 与 PROMIS 全球健康项目和全球身体和心理健康量表之间的相关性。我们检查了预测和观察到的 PROPr 评分之间的调整后的 R 和估计相关性。
PROMIS 全球健康项目与 PROPr 之间的产品矩相关性在 0.50 到 0.63 之间。PROMIS 全球身体和心理健康量表评分与 PROPr 分别相关 0.74 和 0.60。PROPr 对 PROMIS 全球健康项目的回归中的调整后的 R 为 64%。等化的 PROPr 偏好评分与观察到的 PROPr 偏好评分(产品矩)相关(n=4043;p<0.0001),内部类相关(双向随机效应模型)为 0.80。归一化平均绝对误差(NMAE)为 0.45(SD=0.43)。PROPr 对 PROMIS 全球健康量表的 OLS 回归中的调整后的 R 为 59%。等化的 PROPr 偏好评分与观察到的 PROPr 偏好评分(产品矩)相关(n=4046;p<0.0001),内部类相关为 0.77。NMAE 为 0.49(SD=0.45)。
回归方程为群组水平比较提供了从 PROMIS 全球健康项目或量表得出的基于 PROPr 偏好的评分的合理准确估计。这些估计有助于成本效益研究和荟萃分析。估计的 PROPr 评分对于个体水平的应用不够准确。需要对预测方程进行进一步评估。