Results

Repeated Measures ANOVA

Within Subjects Effects
 Sum of SquaresdfMean SquareFpη²p
Size/Distance405083.921405083.928.90160.0040.146
Size/Distance ✻ Modality699581.681699581.6815.3732< .0010.228
Residual2.37e+65245506.67   
Identity1.24e+611.24e+670.9219< .0010.577
Identity ✻ Modality6943.9216943.920.39800.5310.008
Residual907256.615217447.24   
Viewing359891.331359891.336.18980.0160.106
Viewing ✻ Modality138761.401138761.402.38660.1280.044
Residual3.02e+65258142.44   
Size/Distance ✻ Identity2217.0012217.000.32360.5720.006
Size/Distance ✻ Identity ✻ Modality25116.35125116.353.66620.0610.066
Residual356236.43526850.70   
Size/Distance ✻ Viewing539872.121539872.1220.1541< .0010.279
Size/Distance ✻ Viewing ✻ Modality82888.76182888.763.09430.0840.056
Residual1.39e+65226787.21   
Identity ✻ Viewing9965.7719965.770.99150.3240.019
Identity ✻ Viewing ✻ Modality48801.50148801.504.85520.0320.085
Residual522667.655210051.30   
Size/Distance ✻ Identity ✻ Viewing5.6115.616.33e-40.9800.000
Size/Distance ✻ Identity ✻ Viewing ✻ Modality294.661294.660.03330.8560.001
Residual460358.43528853.05   
Note. Type 3 Sums of Squares
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Between Subjects Effects
 Sum of SquaresdfMean SquareFpη²p
Modality194381194380.05050.8230.001
Residual2.00e+752384814   
Note. Type 3 Sums of Squares

 

Assumptions

Homogeneity of Variances Test (Levene's)
 Fdf1df2p
D Bi small/near Rub0.22881520.634
D Mon small/near Rubiks1.14521520.289
D Bi small/near Die0.01771520.895
D Mon small/near Die0.85131520.360
D Bi large/far Rubik0.05951520.808
D Mon large/far Rubik0.38031520.540
D Bi Large/far Die0.72511520.398
D Mon large/far Die0.39201520.534

 

Post Hoc Tests

Post Hoc Comparisons - Size/Distance ✻ Viewing
Comparison
Size/DistanceViewing Size/DistanceViewingMean DifferenceSEdftp
Small/NearBinoc-Small/NearMonoc-13.2030.552.0-0.4330.667
  -Large/FarBinoc-134.2729.152.0-4.610< .001
  -Large/FarMonoc-3.5830.052.0-0.1190.906
 Monoc-Large/FarBinoc-121.0633.052.0-3.674< .001
  -Large/FarMonoc9.6323.252.00.4150.680
Large/FarBinoc-Large/FarMonoc130.6926.552.04.940< .001

 

Post Hoc Comparisons - Size/Distance ✻ Modality
Comparison
Size/DistanceModality Size/DistanceModalityMean DifferenceSEdftp
Small/NearVR-Small/NearREAL95.665.852.01.4520.152
  -Large/FarVR19.632.252.00.6090.545
  -Large/FarREAL-48.764.552.0-0.7540.454
 REAL-Large/FarVR-76.063.952.0-1.1880.240
  -Large/FarREAL-144.226.752.0-5.409< .001
Large/FarVR-Large/FarREAL-68.262.652.0-1.0900.281

 

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References

[1] The jamovi project (2021). jamovi. (Version 1.6) [Computer Software]. Retrieved from https://www.jamovi.org.

[2] R Core Team (2020). R: A Language and environment for statistical computing. (Version 4.0) [Computer software]. Retrieved from https://cran.r-project.org. (R packages retrieved from MRAN snapshot 2020-08-24).

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

[4] Lenth, R. (2020). emmeans: Estimated Marginal Means, aka Least-Squares Means. [R package]. Retrieved from https://cran.r-project.org/package=emmeans.