European journal of oncology nursing : the official journal of European Oncology Nursing Society · 2026
Response patterns and influencing factors of body image and emotion in postoperative breast cancer patients: A latent profile analysis.
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Yang Shuyun, Wang Ying, Guo Guijie, Chu Haiyang, Kong Dong, Chen Liping
Аннотация
PURPOSE: This study uses latent profile analysis to explore the latent characteristics of body image and emotional response in postoperative breast cancer patients and its influencing factors.
METHODS: From November 2023 to April 2024, a convenience sampling method was used to select 338 postoperative breast cancer patients for the study. A general information section, Chinese version of the Body Image and Relationships Scale, Positive and Negative Affect Scale, Impact on Participation and Autonomy, Social Support Rating Scale, and Medical Coping Mode Questionnaire were used to conduct the survey. Conducted latent profile analysis of body image and emotional response characteristics of postoperative breast cancer patients identified the influencing factors of their latent profiles through univariate and multivariate logistic stepwise regression analyses and combined with back propagation neural network.
RESULTS: Three latent categories were identified: mild body image concerns with emotion stability group (37.8%), social-physical distress with emotion containment group (51.8%), and pronounced appearance-social barriers and affect ambivalence group (10.4%). The results of multivariate logistic stepwise regression and BPNN (AUC: 0.743-0.923) showed that the factors influencing the body image and emotional response patterns of postoperative breast cancer patients were, in descending order of importance: confrontation, resignation, social participation, social support, and chemotherapy.
CONCLUSIONS: Most postoperative breast cancer patients belonged to the social-physical distress with emotion containment group. Clinical staff should focus on the patients in the pronounced appearance-social barriers and affect ambivalence group, strengthening the core coping patterns of "Confrontation" and "Resignation".
METHODS: From November 2023 to April 2024, a convenience sampling method was used to select 338 postoperative breast cancer patients for the study. A general information section, Chinese version of the Body Image and Relationships Scale, Positive and Negative Affect Scale, Impact on Participation and Autonomy, Social Support Rating Scale, and Medical Coping Mode Questionnaire were used to conduct the survey. Conducted latent profile analysis of body image and emotional response characteristics of postoperative breast cancer patients identified the influencing factors of their latent profiles through univariate and multivariate logistic stepwise regression analyses and combined with back propagation neural network.
RESULTS: Three latent categories were identified: mild body image concerns with emotion stability group (37.8%), social-physical distress with emotion containment group (51.8%), and pronounced appearance-social barriers and affect ambivalence group (10.4%). The results of multivariate logistic stepwise regression and BPNN (AUC: 0.743-0.923) showed that the factors influencing the body image and emotional response patterns of postoperative breast cancer patients were, in descending order of importance: confrontation, resignation, social participation, social support, and chemotherapy.
CONCLUSIONS: Most postoperative breast cancer patients belonged to the social-physical distress with emotion containment group. Clinical staff should focus on the patients in the pronounced appearance-social barriers and affect ambivalence group, strengthening the core coping patterns of "Confrontation" and "Resignation".