Document de travail

The impact of incorrect social information on collective wisdom in human groups

Bertrand Jayles, Ramon Escobedo, Stéphane Cezera, Adrien Blanchet, Tatsuya Kameda, Clément Sire et Guy Théraulaz

Résumé

A major problem that resulted from the massive use of social media networks is the diffusion of incorrect information. However, very few studies have investigated the impact of incorrect information on individual and collective decisions. We performed experiments in which participants had to estimate a series of quantities before and after receiving social information. Unbeknownst to them, we controlled the degree of inaccuracy of the social information through "virtual influencers", who provided some incorrect information. We find that a large proportion of individuals only partially follow the social information, thus resisting incorrect information. Moreover, we find that incorrect social information can help a group perform better when it overestimates the true value, by partly compensating a human underestimation bias. Overall, our results suggest that incorrect information does not necessarily impair the collective wisdom of groups, and can even be used to dampen the negative effects of known cognitive biases.

Remplacé par

Bertrand Jayles, Ramon Escobedo, Stéphane Cezera, Adrien Blanchet, Tatsuya Kameda, Clément Sire et Guy Théraulaz, « The impact of incorrect social information on collective wisdom in human groups », Journal of the Royal Society Interface, vol. 117, n° 20200496, septembre 2020.

Référence

Bertrand Jayles, Ramon Escobedo, Stéphane Cezera, Adrien Blanchet, Tatsuya Kameda, Clément Sire et Guy Théraulaz, « The impact of incorrect social information on collective wisdom in human groups », TSE Working Paper, n° 1101, « 20-1101 », mai 2020.

Voir aussi

Publié dans

TSE Working Paper, n° 1101, « 20-1101 », mai 2020