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R you ready? Using the R programme for statistical analysis and graphics.

Gregor ŠtiglicDenis C VisentinLeona Cilar Budler
Published in: Research in nursing & health (2019)
For conducting research, nurses typically use commercial statistical packages. R software is a free, powerful, and flexible alternative, but is less familiar and used less frequently in nursing research. In this paper, we use data from a previous study to demonstrate a few typical steps in exploratory data analysis using R. A step-by-step description of some basic analyses in R is provided here, including examples of specific functions to read and manipulate the data, calculate scores from individual questionnaire items, and prepare a correlation plot and summary table.
Keyphrases
  • electronic health record
  • big data
  • healthcare
  • mental health
  • machine learning
  • randomized controlled trial
  • study protocol
  • cross sectional
  • quality improvement
  • deep learning