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. Author manuscript; available in PMC: 2018 Dec 1.
Published in final edited form as: Neuroimage. 2018 Aug 6;183:25–36. doi: 10.1016/j.neuroimage.2018.08.008

Table 3. Analyses of ROIs created from trials classified with alternative method.

Participants viewed short trials of audiovisual speech. For each subject, all trials were sorted by the amount of time fixating the mouth region of the talker’s face; trials with greater than 50% of time spent fixating the mouth were classified as mouth trials and the remained were classified as eye trials. The contrast of brain activations between mouth vs. eye trials was used to define mouth and eye selective regions of the pSTS. The response of these mouth and eye ROIs to a separate experimental condition consisting of blocks of auditory-only (A), visual-only (V) and audiovisual (AV) speech were calculated for each participant and entered into a linear mixed-effects model. The linear mixed-effects model had fixed factors of ROI (mouth, eye) and stimulus (A, V, AV) with participant as a random factor and participant × stimulus as a random interaction. The first three rows show the mean response to A, V and AV conditions in mouth and eye ROIs and the contrast between mouth and eye ROIs using reduced linear mixed-effects (tested with chi square tests). The next rows show the parameter estimates for each factor in the model (the baseline condition was the response to A speech in the eye ROI). The final rows show the results of chi square tests of the models.

Mouth ROI vs. Eye ROI df χ2 p Mouth ROI Eye ROI
A Stim 1 15.24 9.5 × 10−5 0.69% 0.38%
V Stim 1 0.13 0.72 0.27% 0.25%
AV Stim 1 15.29 9.2 × 10−5 1.04% 0.71%
Estimate Std. Error df t p
Fixed effects
Baseline (A) 0.387 0.056 228.5 6.91 4.7 × 10−11
Mouth ROI 0.307 0.075 305.4 4.11 5.0 × 10−5
AV Stim 0.325 0.073 290.6 4.42 1.4 × 10−5
V Stim −0.133 0.073 290.6 −1.81 0.071
Mouth ROI × AV Stim 0.027 0.104 290.6 0.26 0.797
Mouth ROI × V Stim −0.283 0.104 290.6 −2.71 0.007

Random effects
Variance
Participant 0.000
Participant × AV Stim 0.029
Participant × V Stim 0.004
Main effects df χ2 p
ROI 1 26.58 4.7 × 10−7
Stimulus 2 137.83 < 2.2 × 10−16
Interaction
ROI ×Stimulus 2 10.85 0.004