Analyzing a Multifactorial Fall Prevention Program Using ARIMA Models

被引:1
|
作者
Mulkey, David C. [1 ,5 ]
Fedo, Marc A. [2 ]
Loresto, Figaro L. [1 ,3 ,4 ]
机构
[1] Denver Hlth & Hosp Author, Nursing Educ & Res Dept, Denver, CO USA
[2] Boulder Community Hlth, Boulder, CO USA
[3] Childrens Hosp Colorado, Nursing Res Innovat & Profess Practice Dept, Aurora, CO, South Africa
[4] Univ Colorado, Coll Nursing, Aurora, CO USA
[5] Denver Hlth & Hosp Author, Nursing Educ & Res Dept, 777 Bannock St,M C 0261, Denver, CO 80204 USA
关键词
falls; hospitals; inpatient; interrupted time series analysis; statistical models; QUALITY IMPROVEMENT; CARE; INTERVENTION; OUTCOMES;
D O I
10.1097/NCQ.0000000000000681
中图分类号
R47 [护理学];
学科分类号
1011 ;
摘要
Background:Preventing inpatient falls is challenging for hospitals to improve and often leads to patient injury. Purpose:To describe multifactorial patient-tailored interventions and to evaluate whether they were associated with a sustained decline in total and injury falls. Methods:A multifactorial fall prevention program was instituted over the course of several years. An interrupted time series design was used to assess the effect of each intervention on total and injury fall rates. ARIMA models were built to assess the step and ramp change. Results:Total fall rates decreased from 4.3 to 3.6 falls per 1000 patient days (16.28% decrease), and injury fall rates decreased from 1.02 to 0.8 falls per 1000 patient days (21.57% decrease). All the interventions contributed to fall reduction, with specific interventions contributing more than others. Conclusions:Using multiple interventions that are sustained long enough to demonstrate success reduced the total fall rate and injury fall rate.
引用
收藏
页码:177 / 184
页数:8
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