Table 1 LMM values (main and interactions effects) for sentences-level analysis (digital fixation duration, digital saccade length, number of digital fixations). Significant effects (absolute t value: ltl > 1.96, p < 0.05) are in bold. Utilizing Bonferroni adjustment with an adjusted α(Bonferroni) = 0.05/X, where X represents the number of comparisons contrasts from non-significant interactions are not reported.
Main effect | F-value | p-value | Contrast | b | SE | t-value | p-value |
|---|---|---|---|---|---|---|---|
Digital fixation duration | |||||||
Stage | 129.39 | < 0.001 | t1-t2 | 379.23 | 75.55 | 5.02 | < 0.001 |
t1-t3 | 463.87 | 29.36 | 15.80 | < 0.001 | |||
t2-t3 | 84.64 | 77.50 | 1.09 | 0.280 | |||
Decoding ability | 9.29 | 0.003 | good-poor | -146.89 | 48.19 | -3.05 | 0.003 |
Unblurring window | 37.71 | < 0.001 | large-small | 141.24 | 23.00 | 6.14 | < 0.001 |
Interaction effect | |||||||
Stage * decoding ability | 4.32 | 0.015 | t1:good - poor | -263.62 | 53.62 | -4.92 | < 0.001 |
t2:good - poor | -132.99 | 118.68 | -1.12 | 0.269 | |||
t3:good - poor | -44.06 | 57.76 | -0.76 | 0.446 | |||
Stage * unblurring window | 3.83 | 0.022 | t1:large-small | 218.85 | 30.34 | 7.21 | < 0.001 |
t2:large-small | 83.99 | 42.81 | 1.96 | 0.050 | |||
t3:large-small | 120.86 | 44.87 | 2.69 | 0.007 | |||
Unblurring window * decoding ability | 0.42 | 0.514 | |||||
Stage * decoding ability * unblurring window | 0.09 | 0.917 | |||||
Digital saccade length | |||||||
Stage | 344.24 | <0.001 | t1-t2 | -1.27 | 0.41 | -3.11 | 0.004 |
t1-t3 | -2.66 | 0.10 | -26.22 | <0.001 | |||
t2-t3 | -1.39 | 0.41 | -3.37 | 0.002 | |||
Decoding ability | 0.56 | 0.457 | good-poor | 0.18 | 0.23 | 0.75 | 0.457 |
Unblurring window | 92.19 | <0.001 | large-small | 0.75 | 0.08 | 9.60 | <0.001 |
Interaction effect | |||||||
Stage * decoding ability | 12.56 | <0.001 | t1:good - poor | -0.99 | 0.19 | -5.11 | <0.001 |
t2:good - poor | 1.41 | 0.64 | 2.22 | 0.033 | |||
t3:good - poor | 0.10 | 0.20 | 0.49 | 0.626 | |||
Stage * unblurring window | 41.68 | <0.001 | t1:large-small | -0.05 | 0.10 | -0.53 | 0.598 |
t2:large-small | 0.68 | 0.14 | 4.76 | <0.001 | |||
t3:large-small | 1.62 | 0.16 | 10.41 | <0.001 | |||
Unblurring window * decoding ability | 16.05 | <0.001 | good: large-small | 1.06 | 0.11 | 9.41 | <0.001 |
poor: large-small | 0.44 | 0.11 | 4.05 | <0.001 | |||
Stage * decoding ability * unblurring window | 2.51 | 0.081 | t1:good: large-small | 0.04 | 0.15 | 0.28 | 0.781 |
t1:poor: large-small | -0.15 | 0.20 | -1.10 | 0.271 | |||
t2:good: large-small | 1.10 | 0.33 | 5.46 | <0.001 | |||
t2:poor: large-small | 0.26 | 0.20 | 1.27 | 0.203 | |||
t3:good: large-small | 2.04 | 0.22 | 9.02 | <0.001 | |||
t3:poor: large-small | 1.20 | 0.21 | 5.62 | <0.001 | |||
Digital saccade length | |||||||
Stage | 344.24 | < 0.001 | t1-t2 | -1.27 | 0.41 | -3.11 | 0.004 |
t1-t3 | -2.66 | 0.10 | -26.22 | < 0.001 | |||
t2-t3 | -1.39 | 0.41 | -3.37 | 0.002 | |||
Decoding ability | 0.56 | 0.457 | good-poor | 0.18 | 0.23 | 0.75 | 0.457 |
Unblurring window | 92.19 | < 0.001 | large-small | 0.75 | 0.08 | 9.60 | < 0.001 |
Interaction effect | |||||||
Stage * decoding ability | 12.56 | < 0.001 | t1:good - poor | -0.99 | 0.19 | -5.11 | < 0.001 |
t2:good - poor | 1.41 | 0.64 | 2.22 | 0.033 | |||
t3:good - poor | 0.10 | 0.20 | 0.49 | 0.626 | |||
Stage * unblurring window | 41.68 | < 0.001 | t1:large-small | -0.05 | 0.10 | -0.53 | 0.598 |
t2:large-small | 0.68 | 0.14 | 4.76 | < 0.001 | |||
t3:large-small | 1.62 | 0.16 | 10.41 | < 0.001 | |||
Unblurring window * decoding ability | 16.05 | < 0.001 | good: large-small | 1.06 | 0.11 | 9.41 | < 0.001 |
poor: large-small | 0.44 | 0.11 | 4.05 | < 0.001 | |||
Stage * decoding ability * unblurring window | 2.51 | 0.081 | t1:good: large-small | 0.04 | 0.15 | 0.28 | 0.781 |
t1:poor: large-small | -0.15 | 0.20 | -1.10 | 0.271 | |||
t2:good: large-small | 1.10 | 0.33 | 5.46 | < 0.001 | |||
t2:poor: large-small | 0.26 | 0.20 | 1.27 | 0.203 | |||
t3:good: large-small | 2.04 | 0.22 | 9.02 | < 0.001 | |||
t3:poor: large-small | 1.20 | 0.21 | 5.62 | < 0.001 | |||
Digital number of fixations | |||||||
Stage | 57.44 | < 0.001 | t1-t2 | 40.92 | 9.93 | 4.12 | < 0.001 |
t2-t3 | 63.35 | 5.96 | 10.64 | < 0.001 | |||
t1-t3 | 22.44 | 10.11 | 2.22 | 0.031 | |||
Decoding ability | 7.03 | 0.010 | Good-poor | -19.22 | 7.25 | -2.65 | 0.010 |
Unblurring window | 20.70 | < 0.001 | Large-small | -22.01 | 4.84 | -4.55 | < 0.001 |
Interaction effect | |||||||
Stage * decoding ability | 2.66 | 0.075 | |||||
Stage * unblurring window | 0.42 | 0.657 | |||||
Unblurring window * decoding ability | 0.03 | 0.855 | |||||
Stage * decoding ability * unblurring window | 0.21 | 0.809 | |||||