Health recommender system in the out-of-hospital management of diabetic patients: a scoping review
10.3760/cma.j.cn115682-20240815-04567
- VernacularTitle:健康推荐系统在糖尿病患者院外管理中应用的范围综述
- Author:
Lisha ZHAO
1
;
Yaqi WU
1
;
Xiaolei JING
1
Author Information
1. 河南中医药大学护理学院，郑州 450046
- Publication Type:Journal Article
- Keywords:
Review;
Health recommender system;
Diabetes mellitus;
Out-of-hospital management
- From:
Chinese Journal of Modern Nursing
2025;31(13):1810-1816
- CountryChina
- Language:Chinese
-
Abstract:
Objective:To carry out a scoping review on health recommender system (HRS) in out-of-hospital management of diabetic patients.Methods:Following the guidelines for scoping reviews, relevant literature was systematically searched in PubMed, Cochrane Library, Embase, CINAHL, Web of Science, China National Knowledge Infrastructure, China Biology Medicine disc, Wanfang Data, and VIP. The search period was from database establishment to September 19, 2024. The retrieved literature was screened, extracted, and summarized.Results:A total of 12 papers were included. The application of HRS in out-of-hospital management of diabetic patients involved four functional modules of self-care guidance, blood glucose management, health information push, and decision support. Evaluation indicators mainly included usability, effectiveness, accuracy, security, satisfaction and cost-effectiveness.Conclusions:HRS can provide personalized management support for patients with diabetes, but research on the out-of-hospital management of HRS for diabetes is still in its infancy. The target users of diabetes HRS still need to be broadened, the recommendation function and recommendation technology need to be developed, and the evaluation method still needs to be optimized.
