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Overview on crossover trials
Statistical illustration “SPSS”
Continues outcome
Nouran Hamza
Independent Biostatistics Consultant
• Crossover study design
• Study participant receives all treatments that are being
investigated, but at different times.
• With this type of study, every patient acts as his or her own control.
crossover design
• is a repeated/longitudinal measurements design.
• Patients (experimental units) cross over from one
treatment to another during the trial course.
• In contrast to a parallel design where patients are
randomized to a treatment and remain on that
treatment throughout the trial duration
Statistical analysis for continues outcome
Illustration using SPSS
First: Code the variables as following
Drug group
variable:
Nominal
variable
(e.g.: A and
B groups)
Treatment outcome variable:
Scale variable
to be reported as numbers and
decimals
Second: Test the normality of the variables
Kolmogorov-Smirnov
test
• Click on “Analyze” > “ Descriptive Statistics “ >
“ Explore “
• Kolmogorov test of significance should be
more than 0.05 to assume that the data is
normally distributed
• Here it is more than 0.05 (0.200) so it is
normally distributed data
• We shall perform t test in this case
• But >>>>>>
• If Kromogrov test of significant is less than
0.05 so it is skewed data
• In this case, Wilcoxon rank-sum test (Mann-
Whitney-Wilcoxon rank-sum test) is the test of
choice.
Mann-Whitney-Wilcoxon rank-sum
test on SPSS
• Click on “Analyze” > “Non parametric” >
“legacy Dialogs” > “ 2 independent samples “
Then click on define group
Finally: click “continue” > “ok”
Please don’t hesitate to

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Overview on crossover trials Statistical illustration “SPSS” Continues outcome

  • 1. Overview on crossover trials Statistical illustration “SPSS” Continues outcome Nouran Hamza Independent Biostatistics Consultant
  • 2. • Crossover study design • Study participant receives all treatments that are being investigated, but at different times. • With this type of study, every patient acts as his or her own control.
  • 3. crossover design • is a repeated/longitudinal measurements design. • Patients (experimental units) cross over from one treatment to another during the trial course. • In contrast to a parallel design where patients are randomized to a treatment and remain on that treatment throughout the trial duration
  • 4. Statistical analysis for continues outcome
  • 5. Illustration using SPSS First: Code the variables as following Drug group variable: Nominal variable (e.g.: A and B groups) Treatment outcome variable: Scale variable to be reported as numbers and decimals
  • 6. Second: Test the normality of the variables Kolmogorov-Smirnov test • Click on “Analyze” > “ Descriptive Statistics “ > “ Explore “
  • 7.
  • 8.
  • 9.
  • 10. • Kolmogorov test of significance should be more than 0.05 to assume that the data is normally distributed • Here it is more than 0.05 (0.200) so it is normally distributed data • We shall perform t test in this case • But >>>>>>
  • 11. • If Kromogrov test of significant is less than 0.05 so it is skewed data • In this case, Wilcoxon rank-sum test (Mann- Whitney-Wilcoxon rank-sum test) is the test of choice.
  • 12. Mann-Whitney-Wilcoxon rank-sum test on SPSS • Click on “Analyze” > “Non parametric” > “legacy Dialogs” > “ 2 independent samples “
  • 13.
  • 14. Then click on define group