TABLE 3.
Model parameters |
Model summary |
||||||
Estimate | SE | t-value | p-value | adj. R2 | F-value | p-value | |
Number of characters | |||||||
Linear | 2.27 | 0.57 | 4.01 | <0.001 | − | − | − |
Squared | –0.06 | 0.02 | –3.82 | <0.001 | − | − | − |
Cubic | 0.0006 | 0.0001 | 4.33 | <0.001 | 0.65 | 47.77 | <0.001 |
Number of syllables | |||||||
Linear | 0.55 | 0.19 | 2.82 | 0.006 | − | − | − |
Squared | –0.01 | 0.006 | –2.57 | 0.010 | − | − | − |
Cubic | 0.0001 | 0.00005 | 3.0 | 0.004 | 0.59 | 36.99 | <0.001 |
Number of words | |||||||
Linear | 0.41 | 0.12 | 3.15 | 0.002 | − | − | − |
Squared | –0.01 | 0.004 | –3.26 | 0.002 | − | − | − |
Cubic | 0.0001 | 0.00003 | 3.51 | <0.001 | 0.27 | 10.46 | <0.001 |
Number of long wordsa (>6 letters) | |||||||
Linear | 0.03 | 0.006 | 4.79 | <0.001 | 0.23 | 22.99 | <0.001 |
Squared | − | − | − | − | − | − | − |
Cubic | − | − | − | − | − | − | − |
Number of nouns | |||||||
Linear | 0.02 | 0.004 | 4.59 | <0.001 | 0.21 | 21.05 | <0.001 |
Squared | − | − | − | − | − | − | − |
Cubic | − | − | − | − | − | − | − |
Number of punctuation marks | |||||||
Linear | − | − | − | − | <1 | n.s. | |
Squared | − | − | − | − | |||
Cubic | − | − | − | − | |||
Fleschb | |||||||
Linear | –0.52 | 0.14 | –3.72 | <0.001 | 0.15 | 13.81 | <0.001 |
Squared | − | − | − | − | − | − | − |
Cubic | − | − | − | − | − | − | − |
Complexity rating* | |||||||
Linear | 0.06 | 0.019 | 3.44 | <0.001 | − | − | − |
Squared | –0.002 | 0.0006 | –3.34 | 0.001 | − | − | − |
Cubic | 0.00002 | 0.000005 | 3.71 | <0.001 | 0.51 | 27.35 | <0.001 |
Point of decision*c | |||||||
Linear | − | − | − | − | <1 | n.s. | |
Squared | − | − | − | − | |||
Cubic | − | − | − | − |
*In a prestudy 19 participants (different from the norm sample) rated the complexity (on a five-point scale ranging from one to five) and marked the point of semantic decision for all 77 sentences. aBest model fit after excluding influential cases (i.e., sentence 77) due to large residuals (< ± 3). bBest model fit after excluding influential cases (i.e., sentences 8 and 28) due to large residuals (< ± 3). cBest model fit after excluding influential cases (i.e., sentences 10 and 33) due to large residuals (< ± 3).