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澳大利亚中风幸存者的健康风险因素:潜在类别分析。

Health risk factors in Australian Stroke Survivors: A latent class analysis.

机构信息

School of Medicine and Public Health, College of Health, Medicine and Wellbeing, The University of Newcastle, Callaghan, NSW, Australia.

Hunter Medical Research Institute, John Hunter Hospital, New Lambton Heights, NSW, Australia.

出版信息

Health Promot J Austr. 2024 Jan;35(1):37-44. doi: 10.1002/hpja.706. Epub 2023 Feb 28.

Abstract

ISSUES ADDRESSED

To (i) determine the prevalence of health risk factors (physical activity, diet, alcohol, smoking, blood pressure medication use and mental health) in community-dwelling stroke survivors; and (ii) examine how these health risk factors cluster, and identify associations with physical functioning, independent living, or sociodemographic factors.

METHODS

A secondary analysis of data obtained during a national randomised controlled trial. Participants had experienced stroke and completed a baseline telephone survey on demographic and stroke characteristics, health risk factors, physical functioning and independence in activities of daily living. A latent class analysis was performed to determine health risk profiles. Univariate logistic regressions were performed to identify if participant characteristics were associated with resulting classes.

RESULTS

Data analysed from 399 participants. Two classes of health risk factors were identified: Low Mood, Food & Moves Risk (16% of participants) and Alcohol Use Risk (84% of participants). The Low Mood, Food & Moves Risk group had poorer diet quality, lower physical activity levels and higher levels of depression and anxiety. Lower levels of independence and physical functioning were predictor variables for this group. In contrast, the Alcohol Use Risk group had better physical activity and diet scores, significantly lower probability of depression and anxiety, but a higher probability of risky drinking.

CONCLUSIONS

We identified two distinct health risk factor groups in our population. SO WHAT?: Future interventions may benefit from targeting the specific needs and requirements of people who have experienced stroke based on their distinct risk group. Alcohol consumption in poststroke populations requires further attention.

摘要

问题解决

(i) 确定居住在社区中的中风幸存者的健康风险因素(身体活动、饮食、酒精、吸烟、血压药物使用和心理健康)的流行率;(ii) 研究这些健康风险因素如何聚类,并确定与身体功能、独立生活或社会人口因素的关联。

方法

对一项全国性随机对照试验中获得的数据进行二次分析。参与者经历过中风,并在基线时通过电话调查完成了人口统计学和中风特征、健康风险因素、身体功能和日常生活活动独立性的调查。进行潜在类别分析以确定健康风险概况。进行单变量逻辑回归以确定参与者特征是否与所得类别相关。

结果

对 399 名参与者的数据进行了分析。确定了两种健康风险因素类别:情绪低落、饮食与运动风险(16%的参与者)和酒精使用风险(84%的参与者)。情绪低落、饮食与运动风险组的饮食质量较差,身体活动水平较低,抑郁和焦虑水平较高。较低的独立性和身体功能水平是该组的预测变量。相比之下,酒精使用风险组的身体活动和饮食评分更好,抑郁和焦虑的可能性显著降低,但风险饮酒的可能性更高。

结论

我们在人群中确定了两个不同的健康风险因素组。那么问题来了:未来的干预措施可能会受益于根据他们不同的风险组,针对经历过中风的人的特定需求和要求。中风后人群中的酒精消费需要进一步关注。

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