RESQUE-LAB ISSI-DSIC repository

RESQUE-LAB is a sub-research group @ISSI research group DSIC (UPV).

Descriptive Analysis

Normality tests

Variable Menu Normality Test p-value Normal Distribution
Duration Aarea Shapiro-Wilk normality test 0.00000 FALSE
Duration Blinking Shapiro-Wilk normality test 0.00004 FALSE
Duration Bolding Shapiro-Wilk normality test 0.00000 FALSE
Duration Boxing Shapiro-Wilk normality test 0.00154 FALSE
Duration Colored Shapiro-Wilk normality test 0.00004 FALSE
Duration Ephemeral Shapiro-Wilk normality test 0.00000 FALSE
Duration Glowing Shapiro-Wilk normality test 0.00000 FALSE
Duration Greyscale Shapiro-Wilk normality test 0.00011 FALSE
Duration Highlight Shapiro-Wilk normality test 0.00000 FALSE
Duration Italizing Shapiro-Wilk normality test 0.00402 FALSE
Duration Leaf Shapiro-Wilk normality test 0.00017 FALSE
Duration Morphing Shapiro-Wilk normality test 0.00002 FALSE
Duration Out-context disappearing Shapiro-Wilk normality test 0.00000 FALSE
Duration Pulsing Shapiro-Wilk normality test 0.00002 FALSE
Duration Rotating Shapiro-Wilk normality test 0.00000 FALSE
Duration Split without replication Shapiro-Wilk normality test 0.00000 FALSE
Duration Static Shapiro-Wilk normality test 0.00058 FALSE
Duration Temporal Shapiro-Wilk normality test 0.00008 FALSE
Duration Twisting Shapiro-Wilk normality test 0.00021 FALSE
Duration Underlying Shapiro-Wilk normality test 0.00000 FALSE
Variable Menu Normality Test p-value Normal Distribution
21 engagementDistance Aarea Shapiro-Wilk normality test 0.00018 FALSE
22 engagementDistance Blinking Shapiro-Wilk normality test 0.26267 TRUE
23 engagementDistance Bolding Shapiro-Wilk normality test 0.00000 FALSE
24 engagementDistance Boxing Shapiro-Wilk normality test 0.00143 FALSE
25 engagementDistance Colored Shapiro-Wilk normality test 0.00220 FALSE
26 engagementDistance Ephemeral Shapiro-Wilk normality test 0.00003 FALSE
27 engagementDistance Glowing Shapiro-Wilk normality test 0.00071 FALSE
28 engagementDistance Greyscale Shapiro-Wilk normality test 0.00840 FALSE
29 engagementDistance Highlight Shapiro-Wilk normality test 0.00000 FALSE
30 engagementDistance Italizing Shapiro-Wilk normality test 0.00002 FALSE
31 engagementDistance Leaf Shapiro-Wilk normality test 0.05402 TRUE
32 engagementDistance Morphing Shapiro-Wilk normality test 0.00027 FALSE
33 engagementDistance Out-context disappearing Shapiro-Wilk normality test 0.00000 FALSE
34 engagementDistance Pulsing Shapiro-Wilk normality test 0.06212 TRUE
35 engagementDistance Rotating Shapiro-Wilk normality test 0.00000 FALSE
36 engagementDistance Split without replication Shapiro-Wilk normality test 0.00003 FALSE
37 engagementDistance Static Shapiro-Wilk normality test 0.02951 FALSE
38 engagementDistance Temporal Shapiro-Wilk normality test 0.10148 TRUE
39 engagementDistance Twisting Shapiro-Wilk normality test 0.00392 FALSE
40 engagementDistance Underlying Shapiro-Wilk normality test 0.00000 FALSE
Variable Menu Normality Test p-value Normal Distribution
41 memorizationDistance Aarea Shapiro-Wilk normality test 0.00000 FALSE
42 memorizationDistance Blinking Shapiro-Wilk normality test 0.00000 FALSE
43 memorizationDistance Bolding Shapiro-Wilk normality test 0.00000 FALSE
44 memorizationDistance Boxing Shapiro-Wilk normality test 0.00002 FALSE
45 memorizationDistance Colored Shapiro-Wilk normality test 0.00000 FALSE
46 memorizationDistance Ephemeral Shapiro-Wilk normality test 0.00000 FALSE
47 memorizationDistance Glowing Shapiro-Wilk normality test 0.00000 FALSE
48 memorizationDistance Greyscale Shapiro-Wilk normality test 0.00002 FALSE
49 memorizationDistance Highlight Shapiro-Wilk normality test 0.00036 FALSE
50 memorizationDistance Italizing Shapiro-Wilk normality test 0.03802 FALSE
51 memorizationDistance Leaf Shapiro-Wilk normality test 0.08812 TRUE
52 memorizationDistance Morphing Shapiro-Wilk normality test 0.00001 FALSE
53 memorizationDistance Out-context disappearing Shapiro-Wilk normality test 0.00130 FALSE
54 memorizationDistance Pulsing Shapiro-Wilk normality test 0.00096 FALSE
55 memorizationDistance Rotating Shapiro-Wilk normality test 0.00000 FALSE
56 memorizationDistance Split without replication Shapiro-Wilk normality test 0.00000 FALSE
57 memorizationDistance Static Shapiro-Wilk normality test 0.00123 FALSE
58 memorizationDistance Temporal Shapiro-Wilk normality test 0.00000 FALSE
59 memorizationDistance Twisting Shapiro-Wilk normality test 0.00021 FALSE
60 memorizationDistance Underlying Shapiro-Wilk normality test 0.00000 FALSE
Variable Menu Normality Test p-value Normal Distribution
61 attractionDistance Aarea Shapiro-Wilk normality test 0.00000 FALSE
62 attractionDistance Blinking Shapiro-Wilk normality test 0.01349 FALSE
63 attractionDistance Bolding Shapiro-Wilk normality test 0.00096 FALSE
64 attractionDistance Boxing Shapiro-Wilk normality test 0.00110 FALSE
65 attractionDistance Colored Shapiro-Wilk normality test 0.57015 TRUE
66 attractionDistance Ephemeral Shapiro-Wilk normality test 0.00000 FALSE
67 attractionDistance Glowing Shapiro-Wilk normality test 0.00189 FALSE
68 attractionDistance Greyscale Shapiro-Wilk normality test 0.00160 FALSE
69 attractionDistance Highlight Shapiro-Wilk normality test 0.00098 FALSE
70 attractionDistance Italizing Shapiro-Wilk normality test 0.00088 FALSE
71 attractionDistance Leaf Shapiro-Wilk normality test 0.00002 FALSE
72 attractionDistance Morphing Shapiro-Wilk normality test 0.02195 FALSE
73 attractionDistance Out-context disappearing Shapiro-Wilk normality test 0.02578 FALSE
74 attractionDistance Pulsing Shapiro-Wilk normality test 0.05198 TRUE
75 attractionDistance Rotating Shapiro-Wilk normality test 0.00000 FALSE
76 attractionDistance Split without replication Shapiro-Wilk normality test 0.00000 FALSE
77 attractionDistance Static Shapiro-Wilk normality test 0.00063 FALSE
78 attractionDistance Temporal Shapiro-Wilk normality test 0.01085 FALSE
79 attractionDistance Twisting Shapiro-Wilk normality test 0.61273 TRUE
80 attractionDistance Underlying Shapiro-Wilk normality test 0.00000 FALSE
Variable Menu Normality Test p-value Normal Distribution
81 workloadDistance Aarea Shapiro-Wilk normality test 0.00000 FALSE
82 workloadDistance Blinking Shapiro-Wilk normality test 0.00344 FALSE
83 workloadDistance Bolding Shapiro-Wilk normality test 0.00034 FALSE
84 workloadDistance Boxing Shapiro-Wilk normality test 0.54524 TRUE
85 workloadDistance Colored Shapiro-Wilk normality test 0.00024 FALSE
86 workloadDistance Ephemeral Shapiro-Wilk normality test 0.00000 FALSE
87 workloadDistance Glowing Shapiro-Wilk normality test 0.00002 FALSE
88 workloadDistance Greyscale Shapiro-Wilk normality test 0.01309 FALSE
89 workloadDistance Highlight Shapiro-Wilk normality test 0.00001 FALSE
90 workloadDistance Italizing Shapiro-Wilk normality test 0.27023 TRUE
91 workloadDistance Leaf Shapiro-Wilk normality test 0.05109 TRUE
92 workloadDistance Morphing Shapiro-Wilk normality test 0.01030 FALSE
93 workloadDistance Out-context disappearing Shapiro-Wilk normality test 0.00000 FALSE
94 workloadDistance Pulsing Shapiro-Wilk normality test 0.00097 FALSE
95 workloadDistance Rotating Shapiro-Wilk normality test 0.01094 FALSE
96 workloadDistance Split without replication Shapiro-Wilk normality test 0.00001 FALSE
97 workloadDistance Static Shapiro-Wilk normality test 0.00018 FALSE
98 workloadDistance Temporal Shapiro-Wilk normality test 0.00294 FALSE
99 workloadDistance Twisting Shapiro-Wilk normality test 0.00053 FALSE
100 workloadDistance Underlying Shapiro-Wilk normality test 0.00000 FALSE
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Homogeneity tests

Duration

Variable Homogeneity Test p-value Homogeneity
Duration Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0 FALSE
Duration Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0 FALSE
Duration Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0 FALSE
Duration Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0 FALSE
Duration Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0 FALSE
Duration Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0 FALSE
Duration Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0 FALSE
Duration Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0 FALSE
Duration Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0 FALSE
Duration Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0 FALSE
Duration Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0 FALSE
Duration Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0 FALSE
Duration Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0 FALSE
Duration Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0 FALSE
Duration Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0 FALSE
Duration Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0 FALSE
Duration Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0 FALSE
Duration Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0 FALSE
Duration Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0 FALSE
Duration Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0 FALSE

engagementDistance

Variable Homogeneity Test p-value Homogeneity
21 engagementDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60323 TRUE
22 engagementDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60323 TRUE
23 engagementDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60323 TRUE
24 engagementDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60323 TRUE
25 engagementDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60323 TRUE
26 engagementDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60323 TRUE
27 engagementDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60323 TRUE
28 engagementDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60323 TRUE
29 engagementDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60323 TRUE
30 engagementDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60323 TRUE
31 engagementDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60323 TRUE
32 engagementDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60323 TRUE
33 engagementDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60323 TRUE
34 engagementDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60323 TRUE
35 engagementDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60323 TRUE
36 engagementDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60323 TRUE
37 engagementDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60323 TRUE
38 engagementDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60323 TRUE
39 engagementDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60323 TRUE
40 engagementDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60323 TRUE

memorizationDistance

Variable Homogeneity Test p-value Homogeneity
41 memorizationDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.432 TRUE
42 memorizationDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.432 TRUE
43 memorizationDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.432 TRUE
44 memorizationDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.432 TRUE
45 memorizationDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.432 TRUE
46 memorizationDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.432 TRUE
47 memorizationDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.432 TRUE
48 memorizationDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.432 TRUE
49 memorizationDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.432 TRUE
50 memorizationDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.432 TRUE
51 memorizationDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.432 TRUE
52 memorizationDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.432 TRUE
53 memorizationDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.432 TRUE
54 memorizationDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.432 TRUE
55 memorizationDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.432 TRUE
56 memorizationDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.432 TRUE
57 memorizationDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.432 TRUE
58 memorizationDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.432 TRUE
59 memorizationDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.432 TRUE
60 memorizationDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.432 TRUE

attractionDistance

Variable Homogeneity Test p-value Homogeneity
61 attractionDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60332 TRUE
62 attractionDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60332 TRUE
63 attractionDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60332 TRUE
64 attractionDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60332 TRUE
65 attractionDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60332 TRUE
66 attractionDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60332 TRUE
67 attractionDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60332 TRUE
68 attractionDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60332 TRUE
69 attractionDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60332 TRUE
70 attractionDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60332 TRUE
71 attractionDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60332 TRUE
72 attractionDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60332 TRUE
73 attractionDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60332 TRUE
74 attractionDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60332 TRUE
75 attractionDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60332 TRUE
76 attractionDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60332 TRUE
77 attractionDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60332 TRUE
78 attractionDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60332 TRUE
79 attractionDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60332 TRUE
80 attractionDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.60332 TRUE

workloadDistance

Variable Homogeneity Test p-value Homogeneity
81 workloadDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.29767 TRUE
82 workloadDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.29767 TRUE
83 workloadDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.29767 TRUE
84 workloadDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.29767 TRUE
85 workloadDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.29767 TRUE
86 workloadDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.29767 TRUE
87 workloadDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.29767 TRUE
88 workloadDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.29767 TRUE
89 workloadDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.29767 TRUE
90 workloadDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.29767 TRUE
91 workloadDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.29767 TRUE
92 workloadDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.29767 TRUE
93 workloadDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.29767 TRUE
94 workloadDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.29767 TRUE
95 workloadDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.29767 TRUE
96 workloadDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.29767 TRUE
97 workloadDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.29767 TRUE
98 workloadDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.29767 TRUE
99 workloadDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.29767 TRUE
100 workloadDistance Modified robust Brown-Forsythe Levene-type test based on the absolute deviations from the median 0.29767 TRUE
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Hypotheses test

Duration

Normal Distribution Homogeneity Method Menu p-value Menu Difference
FALSE FALSE Kruskal-Wallis 0.000 TRUE

engagementDistance

Normal Distribution Homogeneity Method Menu p-value Menu Difference
FALSE TRUE Kruskal-Wallis 0.000 TRUE

memorizationDistance

Normal Distribution Homogeneity Method Menu p-value Menu Difference
FALSE TRUE Kruskal-Wallis 0.000 TRUE

attractionDistance

Normal Distribution Homogeneity Method Menu p-value Menu Difference
FALSE TRUE Kruskal-Wallis 0.000 TRUE

workloadDistance

Normal Distribution Homogeneity Method Menu p-value Menu Difference
FALSE TRUE Kruskal-Wallis 0.000 TRUE

EffectSize Analysis

Cliff’s Delta

Variable estimate inf sup size Compare
Duration 0.575625 0.3407159 0.7428853 large Aarea 2 Blinking
engagementDistance 0.277500 0.0152044 0.5040623 medium Aarea 2 Blinking
memorizationDistance 0.667500 0.4259930 0.8202071 large Aarea 2 Blinking
attractionDistance 0.302500 0.0420070 0.5244849 medium Aarea 2 Blinking
workloadDistance 0.585000 0.3516912 0.7498835 large Aarea 2 Blinking

EffectSize Analysis

Cliff’s Delta

Variable estimate inf sup size Compare
Duration 0.575625 0.3407159 0.7428853 large Aarea 2 Blinking
engagementDistance 0.277500 0.0152044 0.5040623 medium Aarea 2 Blinking
memorizationDistance 0.667500 0.4259930 0.8202071 large Aarea 2 Blinking
attractionDistance 0.302500 0.0420070 0.5244849 medium Aarea 2 Blinking
workloadDistance 0.585000 0.3516912 0.7498835 large Aarea 2 Blinking
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