Biostat

  • Evidence-Based Medicine

    1. Ask question

    2. Find evidence

    3. Assess/Appraise evidence

    4. Apply evidence

  • Scientific Method

    1. Make observation

    2. Ask research question

      • PICO:

      • Patient Problem

      • Intervention, prognostic factor or exposure

      • Comparison

      • Outcome

    3. Perform literature search

    4. Reassess research question

    5. Construct hypothesis

    6. Conduct experiment to test hypothesis

    7. Collect and analyze data

      • Primary

        • Collect data specifically to answer research questions

        • Engage the subject directly in some fashion

          • Self-reports (surveys/interviews), observations (obtrusive or unobtrusive), biological assessments (laboratory tests)

        • Often used in prospective studies

      • Secondary

        • Uses data already collected for other purposes; examples include medical charts and medical claims

        • Often used in retrospective studies

    8. Draw conclusion

      • rejecting or failing to reject the null hypothesis

  • Independent variable:

    • a variable that is manipulated by the experimenter to determine its effects on the dependent variable

  • Dependent variable:

    • the outcome variable that we hypothesize will be related to, or caused by changes in the independent variable

  • Confounding variable:

    • a type of extraneous variable (a variable that is not the focus of the study) that is not controlled for and can have an impact on the independent and/or dependent variable

  • Random Assignment

    • Every participant has an equal chance of being assigned to any of the groups or experimental conditions of the study

Your Decision

Underlying “Truth”

H0 is true

H0 is false

Fail to reject H0

No error

Type II error

Reject H0

Type I error

No error