Analysis of risk factors of fall injury in elderly patients with infirmity based on association rules
10.3760/cma.j.cn211501-20201127-04664
- VernacularTitle:基于关联规则下老年衰弱住院患者跌倒造成伤害的危险因素分析
- Author:
Yueqi ZHANG
1
;
Siyue DING
;
Chunshan ZHAO
Author Information
1. 北华大学护理学院，吉林 132200
- Keywords:
Association rules;
Senile frail inpatients;
Fall;
Injury
- From:
Chinese Journal of Practical Nursing
2021;37(32):2521-2525
- CountryChina
- Language:Chinese
-
Abstract:
Objective:To analyze the current situation of falls in elderly patients with infirmity, and find out the related risk factors of injuries caused by falls, so as to provide reference for avoiding or reducing the injuries caused by falls in elderly patients with infirmity during hospitalization.Methods:Using the method of data mining, this paper analyzed the data of 56 elderly patients with falls reported by a tertiary hospital in Liaoning Province from January 1, 2017 to April 30, 2020. Through the Apriori algorithm for association analysis, using chi square test for effectiveness evaluation, and then according to the relevant professional knowledge for analysis.Results:Finally obtained six strong association rules with the elderly infirmity inpatients fall injury, which were poor sleep quality, poor activity ability, taking fall prone drugs, falling state for displacement, suffering from cerebrovascular disease, self-care ability was limited.Conclusion:Association analysis can be used to mine valuable association rules of fall injury in elderly patients, and attach importance to its strong association rules, so as to provide clinical intervention basis for preventing or reducing fall injury in elderly patients.
