首页> 美国卫生研究院文献>Thorax >Height and age adjustment for cross sectional studies of lung function in children aged 6-11 years.
【2h】

Height and age adjustment for cross sectional studies of lung function in children aged 6-11 years.

机译:高度和年龄调节用于6-11岁儿童的肺功能横断面研究。

代理获取
本网站仅为用户提供外文OA文献查询和代理获取服务,本网站没有原文。下单后我们将采用程序或人工为您竭诚获取高质量的原文,但由于OA文献来源多样且变更频繁,仍可能出现获取不到、文献不完整或与标题不符等情况,如果获取不到我们将提供退款服务。请知悉。

摘要

BACKGROUND: No standard exists for the adjustment of lung function for height and age in children. Multiple regression should not be used on untransformed data because, for example, forced expiratory volume (FEV1), though normally distributed for height, age, and sex, has increasing standard deviation. A solution to the conflict is proposed. METHODS: Spirometry on representative samples of children aged 6.5 to 11.99 years in primary schools in England. After exclusion of children who did not provide two repeatable blows 910 white English boys and 722 girls had data on FEV1 and height. Means and standard deviations of FEV1 divided by height were plotted to determine whether logarithmic transformation of FEV1 was appropriate. Multiple regression was used to give predicted FEV1 for height and age on the transformed scale; back transformation gave predicted values in litres. Other lung function measures were analysed, and data on inner city children, children from ethnic minority groups, and Scottish children were described. RESULTS: After logarithmic (ln) transformation of FEV1 standard deviation was constant. The ratios of actual and predicted values of FEV1 were normally distributed in boys and girls. From the means and standard deviations of these distributions, and the predicted values, centiles and standard deviation scores can be calculated. CONCLUSION: The method described is valid because the assumption of stable variance for multiple regression was satisfied on the log scale and the variation of ratios of actual to predicted values on the original scale was well described by a normal distribution. The adoption of the method will lead to uniformity and greater ease of comparison of research findings.
机译:背景:目前尚无针对儿童身高和年龄的肺功能调节标准。多元回归不应该用于未转换的数据,因为,例如,强制呼气量(FEV1)尽管按身高,年龄和性别呈正态分布,但其标准偏差却越来越大。提出了解决冲突的方案。方法:对英国小学6.5至11.99岁的儿童的代表性样本进行肺活量测定。排除没有两次重复打击的儿童后,有910名英国白人男孩和722名女孩获得了FEV1和身高的数据。绘制FEV1的平均值和标准偏差除以高度,以确定FEV1的对数变换是否合适。多元回归被用来给出预测的身高和年龄的FEV1。反变换给出了以升为单位的预测值。分析了其他肺功能指标,并描述了城市内儿童,少数民族儿童和苏格兰儿童的数据。结果:FEV1的对数(ln)转换后,标准差保持恒定。 FEV1的实际值和预测值之比在男孩和女孩中呈正态分布。根据这些分布的平均值和标准偏差,以及预测值,百分位数和标准偏差分数可以计算出。结论:所描述的方法是有效的,因为在对数刻度上满足了多元回归的稳定方差的假设,并且原始刻度上的实际值与预测值之比的变化可以通过正态分布很好地描述。该方法的采用将导致统一性,并使研究结果的比较更加容易。

著录项

  • 期刊名称 Thorax
  • 作者

    S Chinn; R J Rona;

  • 作者单位
  • 年(卷),期 1992(47),9
  • 年度 1992
  • 页码 707–714
  • 总页数 8
  • 原文格式 PDF
  • 正文语种
  • 中图分类 呼吸生理学;
  • 关键词

相似文献

  • 外文文献
  • 中文文献
  • 专利
代理获取

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号