c/c_Statistiques_12e_Études observationnelles et expérimentales

Subject
Grade
Concept/Content
observational and experimental studies
Elaboration
  • Observational studies involve observation of a sample from the target population, without intervention.
  • Observational studies can include surveys and questionnaires.
  • When are observational studies necessary and appropriate?
  • What are the limitations of observation studies?
  • Lurking variables can impact conclusions.
  • The wording of survey items can incur bias.
  • How should we design an observational study to explore an appropriate research question?
  • Experimental studies involve intervention for collection of data.
  • Randomization of treatments to experimental units can eliminate issues with lurking variables and bias.
  • There may be practical and ethical concerns (e.g., long-duration studies on smoking, effectiveness of medications).
  • How should we design an experiment to explore an appropriate research question?
keywords
observational
experimental