Within Subjects Effects | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Sum of Squares | df | Mean Square | F | p | η²p | ||||||||
Size/Distance | 405083.92 | 1 | 405083.92 | 8.9016 | 0.004 | 0.146 | |||||||
Size/Distance ✻ Modality | 699581.68 | 1 | 699581.68 | 15.3732 | < .001 | 0.228 | |||||||
Residual | 2.37e+6 | 52 | 45506.67 | ||||||||||
Identity | 1.24e+6 | 1 | 1.24e+6 | 70.9219 | < .001 | 0.577 | |||||||
Identity ✻ Modality | 6943.92 | 1 | 6943.92 | 0.3980 | 0.531 | 0.008 | |||||||
Residual | 907256.61 | 52 | 17447.24 | ||||||||||
Viewing | 359891.33 | 1 | 359891.33 | 6.1898 | 0.016 | 0.106 | |||||||
Viewing ✻ Modality | 138761.40 | 1 | 138761.40 | 2.3866 | 0.128 | 0.044 | |||||||
Residual | 3.02e+6 | 52 | 58142.44 | ||||||||||
Size/Distance ✻ Identity | 2217.00 | 1 | 2217.00 | 0.3236 | 0.572 | 0.006 | |||||||
Size/Distance ✻ Identity ✻ Modality | 25116.35 | 1 | 25116.35 | 3.6662 | 0.061 | 0.066 | |||||||
Residual | 356236.43 | 52 | 6850.70 | ||||||||||
Size/Distance ✻ Viewing | 539872.12 | 1 | 539872.12 | 20.1541 | < .001 | 0.279 | |||||||
Size/Distance ✻ Viewing ✻ Modality | 82888.76 | 1 | 82888.76 | 3.0943 | 0.084 | 0.056 | |||||||
Residual | 1.39e+6 | 52 | 26787.21 | ||||||||||
Identity ✻ Viewing | 9965.77 | 1 | 9965.77 | 0.9915 | 0.324 | 0.019 | |||||||
Identity ✻ Viewing ✻ Modality | 48801.50 | 1 | 48801.50 | 4.8552 | 0.032 | 0.085 | |||||||
Residual | 522667.65 | 52 | 10051.30 | ||||||||||
Size/Distance ✻ Identity ✻ Viewing | 5.61 | 1 | 5.61 | 6.33e-4 | 0.980 | 0.000 | |||||||
Size/Distance ✻ Identity ✻ Viewing ✻ Modality | 294.66 | 1 | 294.66 | 0.0333 | 0.856 | 0.001 | |||||||
Residual | 460358.43 | 52 | 8853.05 | ||||||||||
Note. Type 3 Sums of Squares | |||||||||||||
[3] |
Between Subjects Effects | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Sum of Squares | df | Mean Square | F | p | η²p | ||||||||
Modality | 19438 | 1 | 19438 | 0.0505 | 0.823 | 0.001 | |||||||
Residual | 2.00e+7 | 52 | 384814 | ||||||||||
Note. Type 3 Sums of Squares | |||||||||||||
Homogeneity of Variances Test (Levene's) | |||||||||
---|---|---|---|---|---|---|---|---|---|
F | df1 | df2 | p | ||||||
D Bi small/near Rub | 0.2288 | 1 | 52 | 0.634 | |||||
D Mon small/near Rubiks | 1.1452 | 1 | 52 | 0.289 | |||||
D Bi small/near Die | 0.0177 | 1 | 52 | 0.895 | |||||
D Mon small/near Die | 0.8513 | 1 | 52 | 0.360 | |||||
D Bi large/far Rubik | 0.0595 | 1 | 52 | 0.808 | |||||
D Mon large/far Rubik | 0.3803 | 1 | 52 | 0.540 | |||||
D Bi Large/far Die | 0.7251 | 1 | 52 | 0.398 | |||||
D Mon large/far Die | 0.3920 | 1 | 52 | 0.534 | |||||
Post Hoc Comparisons - Size/Distance ✻ Viewing | |||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Comparison | |||||||||||||||||||
Size/Distance | Viewing | Size/Distance | Viewing | Mean Difference | SE | df | t | p | |||||||||||
Small/Near | Binoc | - | Small/Near | Monoc | -13.20 | 30.5 | 52.0 | -0.433 | 0.667 | ||||||||||
- | Large/Far | Binoc | -134.27 | 29.1 | 52.0 | -4.610 | < .001 | ||||||||||||
- | Large/Far | Monoc | -3.58 | 30.0 | 52.0 | -0.119 | 0.906 | ||||||||||||
Monoc | - | Large/Far | Binoc | -121.06 | 33.0 | 52.0 | -3.674 | < .001 | |||||||||||
- | Large/Far | Monoc | 9.63 | 23.2 | 52.0 | 0.415 | 0.680 | ||||||||||||
Large/Far | Binoc | - | Large/Far | Monoc | 130.69 | 26.5 | 52.0 | 4.940 | < .001 | ||||||||||
Post Hoc Comparisons - Size/Distance ✻ Modality | |||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Comparison | |||||||||||||||||||
Size/Distance | Modality | Size/Distance | Modality | Mean Difference | SE | df | t | p | |||||||||||
Small/Near | VR | - | Small/Near | REAL | 95.6 | 65.8 | 52.0 | 1.452 | 0.152 | ||||||||||
- | Large/Far | VR | 19.6 | 32.2 | 52.0 | 0.609 | 0.545 | ||||||||||||
- | Large/Far | REAL | -48.7 | 64.5 | 52.0 | -0.754 | 0.454 | ||||||||||||
REAL | - | Large/Far | VR | -76.0 | 63.9 | 52.0 | -1.188 | 0.240 | |||||||||||
- | Large/Far | REAL | -144.2 | 26.7 | 52.0 | -5.409 | < .001 | ||||||||||||
Large/Far | VR | - | Large/Far | REAL | -68.2 | 62.6 | 52.0 | -1.090 | 0.281 | ||||||||||
[4]
[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.