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. 2026 Mar 3;17:1752586. doi: 10.3389/fpsyg.2026.1752586

Table 2.

Linear mixed-effects model results for pupil size by choice type.

Predictor Coefficient β Std. Error CI 95% p value
Exploration (lower-value option)
Horizon −3.07 3.38 [−9.69, 3.56] 0.364
Value gap 0.56 0.93 [−1.25, 2.38] 0.542
Info gap −4.40 16.90 [−37.56, 28.75] 0.794
Exploitation (higher-value option)
Horizon −5.63 2.51 [−10.56, −0.71] 0.025*
Value gap −1.58 0.68 [−2.92, −0.24] 0.021*
Info gap 8.31 12.56 [−16.33, 32.94] 0.509

Linear mixed-effects models predicting mean pupil size during the decision period, conducted separately for exploration (choosing the lower-value option) and exploitation (choosing the higher-value option). Significant effects (p < 0.05) are shown. Models included random intercepts for participants.