New French height velocity growth charts: An innovative big-data approach based on routine measurements.

IF 2.4 4区 医学 Q1 PEDIATRICS Acta Paediatrica Pub Date : 2024-09-24 DOI:10.1111/apa.17433
Pauline Scherdel, Marion Taine, Manon Bergerat, Andreas Werner, Julien Le Breton, Michel Polak, Agnès Linglart, Rachel Reynaud, Bruno Frandji, Jean-Claude Carel, Raja Brauner, Martin Chalumeau, Barbara Heude
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Abstract

Aim: Height velocity is considered a key auxological tool to monitor growth, but updated height velocity growth charts are lacking. We aimed to derive new French height velocity growth charts by using a big-data approach based on routine measurements.

Methods: We extracted all growth data of children aged 1 month-18 years from the electronic medical records of 42 primary care physicians, between 1 January 1990 and 8 February 2018, throughout the French metropolitan territory. We derived annual and biannual height velocity growth charts until age 15 years by using the Lambda-Mu-Sigma method. These new growth charts were compared to the 1979 French and 2009 World Health Organisation (WHO) ones.

Results: New height velocity growth charts were generated with 193 124 and 209 221 annual and biannual values from 80 204 and 87 260 children, respectively, and showed good internal fit. Median curves were close to the 1979 French or 2009 WHO ones, but SD curves displayed important differences. Similar results were found with the biannual height velocity growth charts.

Conclusion: We produced new height velocity growth charts until age 15 years by using a big-data approach applied to measurements routinely collected in clinical practice. These updated growth charts could help optimise growth-monitoring performance.

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新的法国身高速度增长图表:基于常规测量的创新性大数据方法。
目的:身高速度被认为是监测生长的重要辅助工具,但缺乏最新的身高速度生长图表。我们旨在利用基于常规测量的大数据方法,得出新的法国身高速度生长图表:我们从 42 位初级保健医生的电子病历中提取了 1990 年 1 月 1 日至 2018 年 2 月 8 日期间整个法国本土 1 个月至 18 岁儿童的所有生长数据。我们采用 Lambda-Mu-Sigma 方法得出了直至 15 岁的年度和半年度身高速度生长图表。这些新的增长图表与 1979 年法国和 2009 年世界卫生组织(WHO)的图表进行了比较:结果:新的身高速度生长曲线图由 80 204 名和 87 260 名儿童的 193 124 个年度值和 209 221 个半年度值生成,显示出良好的内部拟合效果。中位数曲线与 1979 年的法国曲线或 2009 年的世界卫生组织曲线接近,但标差曲线显示出重要差异。一年两次的身高速度增长图表也得出了类似的结果:我们采用大数据方法,对临床实践中收集的常规测量数据进行处理,制作了新的身高速度生长曲线图,直至 15 岁。这些更新的生长图表有助于优化生长监测性能。
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来源期刊
Acta Paediatrica
Acta Paediatrica 医学-小儿科
CiteScore
6.50
自引率
5.30%
发文量
384
审稿时长
2-4 weeks
期刊介绍: Acta Paediatrica is a peer-reviewed monthly journal at the forefront of international pediatric research. It covers both clinical and experimental research in all areas of pediatrics including: neonatal medicine developmental medicine adolescent medicine child health and environment psychosomatic pediatrics child health in developing countries
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