nhanesA: achieving transparency and reproducibility in NHANES research

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Laha Ale, Robert Gentleman, Teresa Filshtein Sonmez, Deepayan Sarkar, Christopher Endres
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引用次数: 0

Abstract

The National Health and Nutrition Examination Survey provides comprehensive data on demographics, sociology, health and nutrition. Conducted in 2-year cycles since 1999, most of its data are publicly accessible, making it pivotal for research areas like studying social determinants of health or tracking trends in health metrics such as obesity or diabetes. Assembling the data and analyzing it presents a number of technical and analytic challenges. This paper introduces the nhanesA R package, which is designed to assist researchers in data retrieval and analysis and to enable the sharing and extension of prior research efforts. We believe that fostering community-driven activity in data reproducibility and sharing of analytic methods will greatly benefit the scientific community and propel scientific advancements. Database URL: https://github.com/cjendres1/nhanes
NHANESA:实现 NHANES 研究的透明度和可重复性
全国健康与营养调查提供了有关人口、社会学、健康和营养的全面数据。自 1999 年以来,该调查以两年为一个周期进行,其大部分数据均可公开获取,因此对于研究健康的社会决定因素或跟踪肥胖或糖尿病等健康指标的趋势等研究领域而言,该调查具有举足轻重的作用。数据的收集和分析在技术和分析方面都存在诸多挑战。本文介绍了 nhanesA R 软件包,该软件包旨在帮助研究人员进行数据检索和分析,并实现先前研究成果的共享和扩展。我们相信,促进数据可重复性和分析方法共享方面的社区驱动活动将极大地惠及科学界并推动科学进步。数据库网址:https://github.com/cjendres1/nhanes
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
7.20
自引率
4.30%
发文量
567
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