医学
平衡(能力)
逻辑回归
人口学
毒物控制
伤害预防
多项式logistic回归
防坠落
老年学
老年人跌倒
职业安全与健康
队列研究
物理疗法
环境卫生
内科学
机器学习
计算机科学
病理
社会学
作者
Joanna M. Blodgett,R.A. Cooper,Daniel Davis,Diana Kuh,Rebecca Hardy
出处
期刊:Age and Ageing
[Oxford University Press]
日期:2019-12-01
卷期号:48 (Supplement_4): iv18-iv27
被引量:2
标识
DOI:10.1093/ageing/afz164.81
摘要
Abstract Background Falls in older adults are a growing public health concern. Evidence shows that balance ability is associated with falls and may be a useful screening tool to identify high-risk individuals. However, research has primarily focused on individuals aged 65+. This evidence has used regression modeling, without assessing the diagnostic accuracy of balance. We aimed to investigate both associations and screening accuracy of balance ability at ages 53 and 60-64 with falls at ages 60-64 and 68. Methods Data from the MRC National Survey of Health and Development, a British birth cohort study, were utilised (n=3563). At ages 53 and 60-64, one-legged balance time with eyes-closed was assessed. At ages 60-64 and 68, participants self-reported fall frequency (0, 1, 2+) and type (injurious, non-injurious) within the last year. Sex-adjusted multinomial logistic regressions assessed associations of balance with fall frequency and type. Areas under the curve (AUCs) of balance and sex prediction models were calculated. Results Better balance ability at age 53 was associated with lower risk of recurrent falls at ages 60-64 [RRR(95%CI) of 0.97(0.94,1.00)] and 68 [0.97(0.94,0.99)], and balance at age 60-64 was associated with risk of recurrent falls at age 68 [0.92(0.88,0.97)]. Higher balance at age 53 was associated with injurious falls at age 60-64 [0.95(0.92,0.99)], while higher balance at age 60-64 was associated with non-injurious falls in women [0.90(0.85,0.96)]. AUCs for all models remained low (<0.650); the addition of balance to a sex-only model improved diagnostic accuracy for recurrent and injurious falls. Conclusions Balance and falls are associated, even at younger ages. The poor discriminatory ability of balance tests suggests that it may not be an appropriate tool to identify those at risk of falling. Despite an underlying aetiological association between balance and falls, further translational research is needed before balance screenings are implemented into primary care.
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