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Computer Science› Human-Computer Interaction› Gaze Tracking and Assistive Technology

Psychophysiology — Eckhard Hess's pupillometry findings (gender differences, pupil mimicry)

Submitted 2026-10-22

Field: Computer Science › Human-Computer InteractionType: Couldn't replicate a published resultArea: psychophysiologyTarget: Eckhard Hess's pupillometry findings (gender differences, pupil mimicry)Stage: replication

Hypothesis

Five classic Hess studies from the 1960s-70s, reporting that pupil size tracks interest value, arousal and mental effort, including gender differences and mimicry of seen pupils, would replicate with modern eye-tracking and luminance control.

What failed

Across two experiments (N = 182 and a preregistered N = 147), the predicted gender differences in pupil change (for stimuli of differing interest and for a mob-escape video) did not appear, nor did pupil mimicry of schematic eye pairs. Effects of mental effort and arousing words did hold up.

Broken assumption

Hess's pupil effects reflected interest and gender rather than uncontrolled luminance and small-sample noise.

Why

The authors point to Hess's small samples and undocumented luminance control; in their data pupil change correlated strongly with the luminance of where participants looked.

From the published paper: Winter et al. International Journal of Psychophysiology, 2021. ↗CC BY

Research ideas from this failure

Unvetted lead — read the papers

New hypotheses this failure suggests, each with a crucial experiment, a rival explanation of the original result, and the papers it rests on. Written by AI from paper titles and abstracts found on OpenAlex (and Europe PMC, for life and health sciences).

Related failures

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Links in published research

Where this experiment's genes are known to matter outside its own research area, and the papers behind those links. Sources: Open Targets Platform and Europe PMC.