Association rules of social alienation in maintenance hemodialysis patients: an Apriori algorithm analysis and intervention strategies
Social alienation in MHD patients is multifactorial. Interventions should include flexible dialysis scheduling, multidisciplinary psychosocial support, and community networks. Policy reforms addressing insurance-related employment stress are needed. Data-driven strategies enhance chronic disease management.
Authors
- Chunyan Yang (ORCID: https://orcid.org/0000-0003-1790-3647)
- Dan Cheng (ORCID: https://orcid.org/0000-0002-7656-5222)
- Fang Wan
- Jia Wanning
- Liang Li (ORCID: https://orcid.org/0000-0003-0708-7762)
- He Wenwen
- Ping Guo (ORCID: https://orcid.org/0000-0002-6926-6240)
- Zhang Qinqlai
- Gao Qiuxia
Institutions
- Capital Medical University (CN)
- Beijing Chao-Yang Hospital, Capital Medical University (CN)
- China-Japan Friendship Hospital (CN)
- Beijing Anzhen Hospital (CN)
- Beijing Aerospace General Hospital (CN)
- First Affiliated Hospital of University of South China (CN)
- Beijing Chuiyangliu Hospital (CN)
- Beijing Hua Xin Hospital (CN)
- Aviation General Hospital (CN)
- University of South China (CN)
Publication Details
- Journal
- International Urology and Nephrology
- Published
- 2025-10-17
- DOI
- https://doi.org/10.1007/s11255-025-04848-w
- Primary Topic
- Psychological Well-being and Life Satisfaction
- Type
- article
- Field-Weighted Citation Impact
- 0.00