Latent profile analysis of self-management and its association with quality of life differences in patients with cancer treated with immune checkpoint inhibitors

潜在类别分析:自我管理及其与接受免疫检查点抑制剂治疗的癌症患者生活质量差异的关系

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Abstract

OBJECTIVE: This study aimed to explore latent profiles of self-management ability in patients with cancer treated with immune checkpoint inhibitors, analyze each subgroup's characteristics, and determine the relationship between self-management and quality of life. METHODS: This cross-sectional study included 393 patients treated with immune checkpoint inhibitors. The participants completed questionnaires containing sociodemographic information, the Functional Assessment of Cancer Therapy-Immune Checkpoint Modulator (FACT-ICM), the Cancer Patient Self-management Evaluation Scale, and the Medical Coping Modes Questionnaire. Latent profile analysis was used to examine potential latent groups of self-management. Multivariate logistic regression was used to analyze the sociodemographic variables in each profile. Kruskal-Wallis H-rank sum test was used to explore the relationships between self-management profiles and quality of life. RESULTS: The self-management abilities of the patients treated with immune checkpoint inhibitors were grouped into three latent profiles: "low self-management" (16.8%), "average self-management-avoidance of information" (44.3%), and "high self-management" (38.9%). The coping modes, educational levels, medical insurances, age, monthly family income per capita, and communication styles with health care professionals post-discharge significantly influenced the distribution of self-management. There were significant differences in the FACT-ICM scores across all three groups, except for the emotional well-being dimension. CONCLUSIONS: The patients with cancer treated with immune checkpoint inhibitors exhibit three distinct self-management profiles. To enhance patients' quality of life, healthcare professionals should develop targeted self-management strategies focusing on information management and communication between patients and healthcare providers.

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