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nhanesA: achieving transparency and reproducibility in NHANES research
Laha Ale1, Robert Gentleman2, Teresa Filshtein Sonmez3
1School of Computing and Artificial Intelligence, Southwest Jiaotong University, No. 999, Xian Rd, Pidu Dist., Chengdu, Sichuan 611756, China.
Database : the Journal of Biological Databases and Curation
|April 16, 2024
Summary
The nhanesA R package simplifies accessing and analyzing National Health and Nutrition Examination Survey data. This tool aids researchers in studying health trends and social determinants, promoting data reproducibility.
Area of Science:
- Public Health
- Biostatistics
- Data Science
Background:
- The National Health and Nutrition Examination Survey (NHANES) offers extensive public health data.
- NHANES data is crucial for studying health trends like obesity and diabetes, and social determinants of health.
- Analyzing NHANES data presents significant technical and analytical challenges for researchers.
Purpose of the Study:
- Introduce the nhanesA R package to streamline NHANES data retrieval and analysis.
- Facilitate the sharing and extension of prior research efforts using NHANES data.
- Promote community-driven data reproducibility and analytic method sharing.
Main Methods:
- Development of the nhanesA R package for R statistical software.
- The package is designed for efficient data retrieval from NHANES.
- Enables simplified data analysis and facilitates reproducible research workflows.
Main Results:
- The nhanesA R package provides a user-friendly interface for accessing NHANES data.
- Researchers can more easily conduct analyses related to public health metrics.
- The package supports the reproducibility and sharing of analytical methods.
Conclusions:
- The nhanesA R package significantly benefits researchers by simplifying NHANES data access and analysis.
- Fostering community-driven efforts in data sharing and reproducibility accelerates scientific advancement.
- This tool is expected to enhance the utilization of NHANES data in public health research.
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