Related Experiment Video
Updated: May 27, 2025

Capturing Dynamic Finger Gesturing with High-resolution Surface Electromyography and Computer Vision
Published on: March 28, 2025
Open hands, large numbers: manual gestures influence random number generation
Caterina Villani1, Glenn De Muynck2, Anna M Borghi3,4
1Department of Modern Languages, Literatures, and Cultures, University of Bologna, Via Cartoleria 5, 40124, Bologna, Italy. caterina.villani6@unibo.it.
Abstract:
Several studies suggest that numerical cognition interacts with spatial cognition. Here, we explored spatial-numerical associations through the lens of manual gestures. We asked English and Italian participants to generate 'random' sequences of numbers while simultaneously moving the hands outwards, away from the torso, or inwards, towards the mid center of the body. These manual gestures were modeled after gestures that are common in naturally occurring numerical discourse, such as when people talk about "huge numbers" or "tiny numbers." Results showed that in both participant groups, outwards movements coincided with relatively larger numbers compared to inwards movements, for which generated numbers were smaller. This effect was small in magnitude. We also explored individual differences and found that self-reported numeracy as well as levels of gesture production and perception modulated the effect of our gesture manipulation very little, if at all.
Related Concept Videos
Random Error
Randomized Experiments
Simple randomization
Simple...
Random Sampling Method
Random Variables
Uppercase letters such as X or Y denote a random variable. Lowercase letters like x or y denote the value of a random variable. If X is a random variable, then X is written in words, and x is given as a number.
For example, let X = the...
Wald-Wolfowitz Runs Test II
For binary data, runs are identified using symbols such as + and −, or equivalently, 1s and...
Group Design

