J. Lu1, J. Gao1, H. Zhang1, J. Gao1, L. Chen2, Y. LI3, J. Ma2, and Y. Zhang1; 1The First Affiliated Hospital of Xi an Jiaotong University, Xian, Shaanxi, China, 2Department of Radiation Oncology, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an Jiaotong University, Xian, China, 3The First Affiliated Hospital of Xian Medical University, Xian, China
Purpose/Objective(s): This investigation delves into the creation and implementation of a predictive model for assessing family resilience in the scenario of cervical cancer, coupled with an examination of the efficacy of interventions aimed at enhancing resilience within these families. Acknowledging the complex challenges encountered by families dealing with cervical cancer, this study employs an integrated approach, combining psychological, social, and medical dimensions to devise a multifaceted predictive model. Materials/
Methods: The research methodology includes a longitudinal analysis involving a total of 541 cervical cancer patient-caregiver dyads were recruited between June 2013 and March 2020. It utilizes quantitative assessments of resilience, psychological health, social support, and coping strategies. The predictive model is established through the use of regression analysis and machine learning methods, pinpointing crucial determinants of family resilience in the midst of managing cervical cancer. This research is designed to strengthen adaptive coping mechanisms, psychological support, and social connections among affected families. The success of the intervention is gauged through comparisons of pre- and post-intervention metrics, using established scales for resilience and psychological well-being. Results: Initial findings reveal that significant factors influencing family resilience encompass the psychological adaptability of both the patient and their family members, the robustness of their social support networks, and the efficiency of their coping strategies in confronting stress and health-related challenges. The intervention shows encouraging results, with families involved in the study exhibiting substantial enhancements in resilience, emotional well-being, and interpersonal connections after the intervention. Conclusion: This study enriches the current literature by offering a detailed exploration of family resilience dynamics in the context of cervical cancer and by presenting empirically backed interventions to aid these families. The outcomes highlight the critical role of a systemic and comprehensive approach in meeting the needs of cervical cancer patients and their families, pointing to the effectiveness of resilience-focused interventions in promoting positive adjustment and psychological development in the face of hardship.
