Association of accelerometry-based and self-reported physical activity with cardiovascular risk in South African children

IF 1.5 4区 综合性期刊 Q2 MULTIDISCIPLINARY SCIENCES South African Journal of Science Pub Date : 2023-09-28 DOI:10.17159/sajs.2023/15494
Patricia Arnaiz, Felix Guntlisbergen, Denis Infanger, Markus Gerber, Larissa Adams, Danielle Dolley, Nandi Joubert, Madeleine Nienaber, Siphesihle Nqweniso, Rosa du Randt, Peter Steinmann, Jürg Utzinger, Cheryl Walter, Uwe Pühse, Ivan Müller
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Abstract

The burden of non-communicable diseases is increasing, with risk factors emerging early in life. Physical activity reduces cardiovascular risk, but limited evidence exists for children from lower-income countries and mostly relies on self-reported methods that might be inaccurate and biased. We aimed to compare self-reported and accelerometer-measured physical activity in relation to cardiovascular risk markers in children from underserved communities in South Africa. We analysed cross-sectional data from 594 children aged 8 to 13. Physical activity was measured via accelerometry and the Physical Activity Questionnaire for Older Children (PAQ-C). Correlation analyses and linear regression models examined the relationship between accelerometer-measured and self-reported physical activity and their association with cardiovascular risk markers (body mass index, blood pressure, blood lipid profile and glycated haemoglobin). Results show a positive but weak correlation between PAQ-C scores and accelerometer-measured moderate-to-vigorous physical activity (MVPA). MVPA was inversely associated with body mass index, whilst sedentary behaviour correlated positively with lipid levels. PAQ-C scores were inversely associated with systolic blood pressure. The comparison of self-reported and accelerometer-measured physical activity in children from Gqeberha, South Africa, revealed inconsistencies in their correlation and association with cardiovascular risk markers. Accelerometry provided a more accurate cardiovascular risk estimation than PAQ-C, although associations were weak. Further, longitudinal studies should investigate the predictive power of both methodologies. These findings inform researchers and public health practitioners in the choice of method for physical activity appraisal beyond practical considerations, especially when combined with cardiovascular risk and in lower-income settings.
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基于加速度计和自我报告的体力活动与南非儿童心血管风险的关联
非传染性疾病的负担正在增加,风险因素在生命早期就出现了。体育活动可以降低心血管风险,但针对低收入国家儿童的证据有限,而且大多依赖于可能不准确和有偏见的自我报告方法。我们的目的是比较来自南非服务不足社区的儿童的自我报告和加速度计测量的身体活动与心血管风险标志物的关系。我们分析了594名8至13岁儿童的横断面数据。身体活动通过加速度计和大龄儿童身体活动问卷(PAQ-C)进行测量。相关分析和线性回归模型检验了加速度计测量和自我报告的身体活动之间的关系及其与心血管风险指标(体重指数、血压、血脂和糖化血红蛋白)的关联。结果显示,PAQ-C得分与加速度计测量的中高强度体力活动(MVPA)呈正相关,但相关性较弱。MVPA与体重指数呈负相关,而久坐行为与血脂水平呈正相关。PAQ-C评分与收缩压呈负相关。比较来自南非Gqeberha的儿童的自我报告和加速度计测量的身体活动,揭示了它们与心血管风险标志物的相关性和相关性的不一致性。加速度计提供了比PAQ-C更准确的心血管风险估计,尽管相关性较弱。此外,纵向研究应该调查这两种方法的预测能力。这些发现为研究人员和公共卫生从业人员在选择身体活动评估方法时提供了超出实际考虑的信息,特别是在结合心血管风险和低收入环境时。
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来源期刊
South African Journal of Science
South African Journal of Science 综合性期刊-综合性期刊
CiteScore
3.20
自引率
4.20%
发文量
131
审稿时长
1 months
期刊介绍: The South African Journal of Science is a multidisciplinary journal published bimonthly by the Academy of Science of South Africa. Our mandate is to publish original research with an interdisciplinary or regional focus, which will interest readers from more than one discipline, and to provide a forum for discussion of news and developments in research and higher education. Authors are requested to write their papers and reports in a manner and style that is intelligible to specialists and non-specialists alike. Research contributions, which are peer reviewed, are of three kinds: Review Articles, Research Articles and Research Letters.
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