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Research utility and limitations of textual data in the National Violent Death Reporting System: a scoping review and recommendations.

Linh N DangEskira T KahsayLaTeesa N JamesLily J JohnsIsabella E RiosBriana Mezuk
Published in: Injury epidemiology (2023)
Although the use of narratives has increased over time, these efforts would be enhanced by detailed abstraction of circumstances with greater salience to injury research and prevention. Moreover, researchers and practitioners would benefit from guidance on integrating narratives with quantitative variables and standardized approaches to address variability in the completeness and length of narratives. Such efforts will increase the reliability of findings and set the stage for more widespread applications of data science methods to these texts.
Keyphrases
  • quality improvement
  • electronic health record
  • big data
  • public health
  • primary care
  • high resolution
  • emergency department
  • machine learning
  • data analysis
  • clinical practice
  • mass spectrometry