Guangzhou University of Chinese Medicine, Guangzhou, Guangdong Province, 510006, China.
Sun Yat-sen University Cancer Center, Guangzhou, Guangdong Province, 510060, China.
Eur J Oncol Nurs. 2019 Aug;41:64-71. doi: 10.1016/j.ejon.2019.06.005. Epub 2019 Jun 11.
Resilience is an important concept in the cancer literature and is a salient indicator of cancer survivorship. Classic theory test (CTT) and item response theory (IRT) were performed to develop and validate the 25-item Resilience Scale Specific to Cancer (RS-SC). This study was designed to develop and validate a short form of RS-SC (RS-SC-10) with a multidimensional IRT (MIRT) analysis.
MIRT analysis was performed to test two models (three- and five-factor) derived from previous studies and assess the item parameters of RS-SC and RS-SC-10.
A total of 451 Chinese patients with different cancer diagnoses were analyzed. The three-factor structure showed better goodness of fit compared with the five-factor structure in RS-SC. RS-SC-10 retained 10 items with high discriminative parameters from RS-SC and consisted of two factors, Generic and Shift-Persist. Item information function indicated that RS-SC-10 had the highest discrimination ability among patients with low to moderate levels of resilience.
MIRT provided useful information on RS-SC and RS-SC-10 by combining the approaches of CTT and IRT. RS-SC-10 showed great potential in clinical settings owing to the low scale of burden on patients. More studies on the Minimum Clinically Important Difference of RS-SC-10 are warranted.
韧性是癌症文献中的一个重要概念,是癌症生存的一个显著指标。本研究采用经典理论检验(CTT)和项目反应理论(IRT)开发并验证了 25 项特定于癌症的韧性量表(RS-SC)。本研究旨在采用多维IRT(MIRT)分析开发并验证 RS-SC 的简短形式(RS-SC-10)。
采用 MIRT 分析对源自先前研究的两种模型(三因素和五因素)进行检验,并评估 RS-SC 和 RS-SC-10 的项目参数。
共分析了 451 名不同癌症诊断的中国患者。三因素结构在 RS-SC 中比五因素结构具有更好的拟合优度。RS-SC-10 保留了 RS-SC 中具有高区分参数的 10 项内容,由通用和转移-坚持两个因素组成。项目信息函数表明,RS-SC-10 在韧性水平较低和中度的患者中具有最高的区分能力。
MIRT 通过结合 CTT 和 IRT 的方法为 RS-SC 和 RS-SC-10 提供了有用的信息。RS-SC-10 由于对患者的负担较小,在临床环境中具有很大的潜力。需要对 RS-SC-10 的最小临床重要差异进行更多的研究。