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Synthetic Data as a Strategy to Resolve Data Privacy and Confidentiality Concerns in the Sport Sciences: Practical Examples and an R Shiny Application.

Mitchell NaughtonDaniel WeavingTannath J ScottHeidi Rose Thornton
Published in: International journal of sports physiology and performance (2023)
These findings highlight the potential use of synthetic data as a practical solution to privacy and confidentiality issues. Synthetic data can unlock previously inaccessible data sets for exploratory analysis and facilitate multiteam or multicenter collaborations. Interested sport scientists, practitioners, and researchers should consider utilizing the shiny web application (SYNTHETIC DATA-available at https://assetlab.shinyapps.io/SyntheticData/).
Keyphrases
  • big data
  • electronic health record
  • healthcare
  • clinical trial
  • data analysis
  • health information
  • anterior cruciate ligament