Association rules between personality traits and health-promoting lifestyle in patients with glaucoma
10.3760/cma.j.cn371468-20220107-00008
- VernacularTitle:青光眼患者人格特质与健康促进生活方式的关联规则研究
- Author:
Tingting XIE
1
;
Hong SUN
;
Jinhua XU
;
Yongqing WU
;
Wan WEI
;
Cheng CHANG
;
Hang LYU
Author Information
1. 南京中医药大学医学院·整合医学学院，南京 210023
- Keywords:
Glaucoma;
Personality traits;
Health-promoting lifestyle;
Association rules;
Data mining
- From:
Chinese Journal of Behavioral Medicine and Brain Science
2022;31(5):420-424
- CountryChina
- Language:Chinese
-
Abstract:
Objective:To explore the association rules of personality traits and health-promoting lifestyle in patients with primary angle closure glaucoma, so as to provide advice for the synthetical treatment.Methods:From July to November 2021, a total of 117 primary angle closure glaucoma patients(acute patients n=89, chronic patients n=28) in ophthalmology department of five hospitals in Nanjing were investigated with type A behavior pattern scale, health-promoting lifestyle scale Ⅱ and general information questionnaire.Based on Weka 3.8.5, algorithm of Apriori was used to mine its association relationship. Results:(1) The total scores of type A behavior pattern scale for patients with acute and chronic types of primary angle closure glaucoma were (32.48±6.43) and (27.54±6.49) respectively.The total scores of health-promoting lifestyle scale Ⅱ were (101.69±11.83) and (97.79±7.78) respectively.(2) There were positive associations among patients with acute primary angle closure glaucoma, type A/A-personality (including impatience and hostility) and health-promoting lifestyle (including stress management disorder, interpersonal relationship management disorder, well sense of health responsibility and adequate dietary nutrition intake)(all support>0.1, confidence >0.6, lift >1.0). And patients with chronic primary angle closure glaucoma were associated with B/B-personality (including patience and mild), health-promoting lifestyle (including stress management disorder, interpersonal relationship management disorder, well sense of health responsibility and adequate dietary nutrition intake)(all support>0.1, confidence >0.6, lift >1.0).Conclusion:Primary angle closure glaucoma is strongly related with personality traits and health-promoting lifestyle.Its synthetical treatment plan should take both physical and mental measures, and classified health management for patients with different disease types.
