Repeated Measures ANOVA

Within Subjects Effects
 Sum of SquaresdfMean SquareFpη²Gη²p
Video Category0.0210510.0211395.6252< .00010.4090.930
Video Category ✻ Order1.99e-611.99e-60.03740.84790.0000.001
Residual0.00160305.32e-5    
Task5.39e-515.39e-50.18150.67320.0020.006
Task ✻ Order2.28e-412.28e-40.76630.38830.0070.025
Residual0.00891302.97e-4    
Video Category ✻ Task3.17e-513.17e-51.07580.30790.0010.035
Video Category ✻ Task ✻ Order8.11e-618.11e-60.27500.60380.0000.009
Residual8.85e-4302.95e-5    
Note. Type 3 Sums of Squares
[3]

 

Between Subjects Effects
 Sum of SquaresdfMean SquareFpη²Gη²p
Order0.0026010.002604.100.05190.4090.120
Residual0.01900306.33e-4    
Note. Type 3 Sums of Squares

 

Assumptions

Tests of Sphericity
 Mauchly's WpGreenhouse-Geisser εHuynh-Feldt ε
Video Category1.00NaN1.001.00
Task1.00NaN1.001.00
Video Category ✻ Task1.00NaN1.001.00
ᵃ The repeated measures has only two levels. The assumption of sphericity is always met when the repeated measures has only two levels

 

Equality of variances test (Levene's)
 Fdf1df2p
C1_1_11.1321300.2957
C1_1_20.2151300.6464
C1_2_10.4591300.5033
C1_2_20.3931300.5357

 

Estimated Marginal Means

Order ✻ Video Category

[4]

Repeated Measures ANOVA

Within Subjects Effects
 Sum of SquaresdfMean SquareFpη²Gη²p
Video Category1.07e-411.07e-418.175150.00020.0580.377
Video Category ✻ Order2.55e-612.55e-60.433680.51520.0010.014
Residual1.76e-4305.88e-6    
Task3.36e-613.36e-60.172400.68090.0020.006
Task ✻ Order8.88e-518.88e-54.554060.04110.0480.132
Residual5.85e-4301.95e-5    
Video Category ✻ Task1.82e-611.82e-60.314620.57900.0010.010
Video Category ✻ Task ✻ Order6.86e-916.86e-90.001180.97280.0000.000
Residual1.74e-4305.80e-6    
Note. Type 3 Sums of Squares
[3]

 

Between Subjects Effects
 Sum of SquaresdfMean SquareFpη²Gη²p
Order1.38e-411.38e-45.100.03140.0580.145
Residual8.11e-4302.70e-5    
Note. Type 3 Sums of Squares

 

Assumptions

Tests of Sphericity
 Mauchly's WpGreenhouse-Geisser εHuynh-Feldt ε
Video Category1.00NaN1.001.00
Task1.00NaN1.001.00
Video Category ✻ Task1.00NaN1.001.00
ᵃ The repeated measures has only two levels. The assumption of sphericity is always met when the repeated measures has only two levels

 

Equality of variances test (Levene's)
 Fdf1df2p
C2_1_10.08651300.7707
C2_1_21.49481300.2310
C2_2_13.16721300.0853
C2_2_20.02981300.8642

 

Estimated Marginal Means

Order ✻ Video Category

[4]

References

[1] The jamovi project (2019). jamovi. (Version 1.0) [Computer Software]. Retrieved from https://www.jamovi.org.

[2] R Core Team (2018). R: A Language and envionment for statistical computing. [Computer software]. Retrieved from https://cran.r-project.org/.

[3] Singmann, H. (2018). afex: Analysis of Factorial Experiments. [R package]. Retrieved from https://cran.r-project.org/package=afex.

[4] Lenth, R. (2018). emmeans: Estimated Marginal Means, aka Least-Squares Means. [R package]. Retrieved from https://cran.r-project.org/package=emmeans.