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Big Five personality as a predictor of health: shortening the questionnaire through the elastic net.

Brian M Doornenbal
Published in: Current issues in personality psychology (2021)
When the primary goal of personality assessment is predictive performance, researchers should consider shortening their questionnaire using the method demonstrated in this paper. Shortening of the questionnaire does not have to result in a lower predictive performance.
Keyphrases
  • psychometric properties
  • cross sectional
  • patient reported
  • healthcare
  • public health
  • mental health
  • big data
  • risk assessment
  • machine learning
  • health promotion