Cluster analysis of ICF-RS functional portrait model for inpatients in Rehabilitation Department
10.3969/j.issn.1001-1242.2025.02.004
- VernacularTitle:康复科住院患者国际功能、残疾和健康分类康复组合功能画像的聚类分析研究
- Author:
Malan ZHANG
1
;
Hanci ZHANG
;
Tao LI
Author Information
1. 广州体育学院运动健康学院,广东省 广州市,510500
- Publication Type:Journal Article
- Keywords:
international classification of functioning;
disability and health-rehabilitation set;
functional evaluation;
health portrait;
cluster analysis
- From:
Chinese Journal of Rehabilitation Medicine
2025;40(2):188-195
- CountryChina
- Language:Chinese
-
Abstract:
0bjective:The group health portrait of inpatients in the rehabilitation department based on the intemational classification of functioning,disability and health-rehabilitation set(ICF-RS)was constructed to present the func-tional characteristics and rules of patients,and provide evidence for the formulation of rehabilitation programs.Method:The basic information and ICF-RS functional data of 988 inpatients in rehabilitation departments of different hospitals were collected through a multi-center study.Factor analysis and K-Means cluster analysis were used to construct the ICF-RS functional group health portrait of patients.Result:The common factors extracted from the inpatients in the rehabilitation department were self-feeling per-formance factors,motor ability performance factors,self-care performance factors,and social interaction perfor-mance factors.The functional characteristics could be divided into critical dysfunction,mild dysfunction,mod-erate dysfunction,and severe dysfunction.Conclusion:Health portrait can be applied to the field of rehabilitation to mine patients'health information da-ta,grasp the group characteristics and trends,and assist the formulation of rehabilitation strategies.
