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New resilience instrument for family caregivers in cancer: a multidimensional item response theory analysis

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机构: [1]Guangdong Academy of Population Development, Guangzhou 510600, Guangdong Province, China. [2]Institute of Tumor, Guangzhou University of Chinese Medicine, Guangzhou 510006, China. [3]Basic Medical School, Guizhou University of Traditional Chinese Medicine, Guiyang 550025, China. [4]Guangdong Provincial Key Laboratory of New Drug Development and Research of Chinese Medicine, Mathematical Engineering Academy of Chinese Medicine, Guangzhou University of Chinese Medicine, Guangzhou 510006, China. [5]The First Affiliated Hospital, Guangzhou University of Chinese Medicine, Guangzhou 510405, Guangdong Province, China. [6]Army Medical University, Chongqing Municipality 400038, China. [7]South China University of Technology, Guangzhou 510641, Guangdong Province, China. [8]Guangzhou University of Chinese Medicine, Guangzhou 510006, Guangdong Province, China.
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关键词: Resilience Instrument Family caregivers Cancer Multidimensional item response theory Generalized additive model Latent profile analysis

摘要:
Objective Resilience instruments specific to family caregivers (FCs) in cancer are limited. This study was designed to validate the 10-item Resilience Scale Specific to Cancer (RS-SC-10) in FCs using multidimensional item response theory (MIRT) analysis. Methods 382 FCs were enrolled from Be Resilient to Cancer Program (BRCP) and administered with RS-SC-10 and 36-item Short Form Health Survey (SF-36). MIRT was performed to evaluate item parameters while Generalized Additive Model (GAM) and Latent Profile Analysis (LPA) were performed to test the non-linear relationship between resilience (RS-SC-10) and Quality of Life (QoL, SF-36). Results RS-SC-10 retained 10 items with high multidimensional discrimination, monotonous thresholds and its original two-factor structure (Generic and Shift-Persist). Four latent resilience subgroups were identified and a non-linear dose-response pattern between resilience and QoL was confirmed (per-SD increase OR = 1.62, 95% CI 1.16-2.13, p = 0.0019). Conclusion RS-SC-10 is a brief and suitable resilience instrument for FCs in cancer. The resilience screening of patients and FCs can be performed simultaneously in clinical practice.

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出版当年[2020]版:
大类 | 4 区 医学
小类 | 3 区 卫生保健与服务
最新[2025]版:
大类 | 2 区 医学
小类 | 2 区 卫生保健与服务 2 区 卫生政策与服务
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出版当年[2019]版:
Q2 HEALTH CARE SCIENCES & SERVICES Q2 HEALTH POLICY & SERVICES
最新[2023]版:
Q1 HEALTH CARE SCIENCES & SERVICES Q1 HEALTH POLICY & SERVICES

影响因子: 最新[2023版] 最新五年平均 出版当年[2019版] 出版当年五年平均 出版前一年[2018版] 出版后一年[2020版]

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第一作者机构: [1]Guangdong Academy of Population Development, Guangzhou 510600, Guangdong Province, China.
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