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Entropy of city street networks linked to future spatial navigation ability

Entropy of city street networks linked to future spatial navigation ability
Entropy of city street networks linked to future spatial navigation ability

The cultural and geographical properties of the environment have been shown to deeply influence cognition and mental health1-6. Living near green spaces has been found to be strongly beneficial7-11, and urban residence has been associated with a higher risk of some psychiatric disorders12-14-although some studies suggest that dense socioeconomic networks found in larger cities provide a buffer against depression15. However, how the environment in which one grew up affects later cognitive abilities remains poorly understood. Here we used a cognitive task embedded in a video game16 to measure non-verbal spatial navigation ability in 397,162 people from 38 countries across the world. Overall, we found that people who grew up outside cities were better at navigation. More specifically, people were better at navigating in environments that were topologically similar to where they grew up. Growing up in cities with a low street network entropy (for example, Chicago) led to better results at video game levels with a regular layout, whereas growing up outside cities or in cities with a higher street network entropy (for example, Prague) led to better results at more entropic video game levels. This provides evidence of the effect of the environment on human cognition on a global scale, and highlights the importance of urban design in human cognition and brain function.

Built Environment, Cities, Cognition, Entropy, Humans, Spatial Navigation, Video Games
0028-0836
104-110
Coutrot, A
54489887-62d2-47a6-8dd8-23e46d746f2d
Manley, E
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Goodroe, S
a55d7413-55f0-4dcd-82b8-10fb88376260
Gahnstrom, C
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Filomena, G
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Yesiltepe, D
a5c2dffd-ef7b-4406-9b99-b92b5072b23e
Dalton, R C
102b51c3-db91-4e95-8b88-1fab30571daf
Wiener, J M
a3fa56c7-dcfd-4a83-b640-eb7f3d4eb6f4
Hölscher, C
408287ff-6bd8-492c-b625-7a81f647a88a
Hornberger, M
a48c1c63-422a-4c11-9a51-c7be0aa3026d
Spiers, H J
44296f56-9f8e-4de0-a0ca-98189c2c3beb
Coutrot, A
54489887-62d2-47a6-8dd8-23e46d746f2d
Manley, E
46bacfff-cf40-4894-86d8-4aa07e302e70
Goodroe, S
a55d7413-55f0-4dcd-82b8-10fb88376260
Gahnstrom, C
2c6511db-d470-4a82-a91b-f8ade8eb250c
Filomena, G
20d46afb-ebcf-4710-8f6e-8d6791fc3892
Yesiltepe, D
a5c2dffd-ef7b-4406-9b99-b92b5072b23e
Dalton, R C
102b51c3-db91-4e95-8b88-1fab30571daf
Wiener, J M
a3fa56c7-dcfd-4a83-b640-eb7f3d4eb6f4
Hölscher, C
408287ff-6bd8-492c-b625-7a81f647a88a
Hornberger, M
a48c1c63-422a-4c11-9a51-c7be0aa3026d
Spiers, H J
44296f56-9f8e-4de0-a0ca-98189c2c3beb

Coutrot, A, Manley, E, Goodroe, S, Gahnstrom, C, Filomena, G, Yesiltepe, D, Dalton, R C, Wiener, J M, Hölscher, C, Hornberger, M and Spiers, H J (2022) Entropy of city street networks linked to future spatial navigation ability. Nature, 604 (7904), 104-110. (doi:10.1101/2020.01.23.917211).

Record type: Article

Abstract

The cultural and geographical properties of the environment have been shown to deeply influence cognition and mental health1-6. Living near green spaces has been found to be strongly beneficial7-11, and urban residence has been associated with a higher risk of some psychiatric disorders12-14-although some studies suggest that dense socioeconomic networks found in larger cities provide a buffer against depression15. However, how the environment in which one grew up affects later cognitive abilities remains poorly understood. Here we used a cognitive task embedded in a video game16 to measure non-verbal spatial navigation ability in 397,162 people from 38 countries across the world. Overall, we found that people who grew up outside cities were better at navigation. More specifically, people were better at navigating in environments that were topologically similar to where they grew up. Growing up in cities with a low street network entropy (for example, Chicago) led to better results at video game levels with a regular layout, whereas growing up outside cities or in cities with a higher street network entropy (for example, Prague) led to better results at more entropic video game levels. This provides evidence of the effect of the environment on human cognition on a global scale, and highlights the importance of urban design in human cognition and brain function.

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More information

Published date: April 2022
Additional Information: The pre-print for this article was originally published at BioRxiv, entitled 'Cities have a negative impact on navigation ability: evidence from 38 countries'
Keywords: Built Environment, Cities, Cognition, Entropy, Humans, Spatial Navigation, Video Games

Identifiers

Local EPrints ID: 504868
URI: http://eprints.soton.ac.uk/id/eprint/504868
ISSN: 0028-0836
PURE UUID: b4c296a8-2206-49fa-9869-5169875c5ae5
ORCID for M Hornberger: ORCID iD orcid.org/0000-0002-2214-3788

Catalogue record

Date deposited: 19 Sep 2025 16:49
Last modified: 29 Oct 2025 03:15

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Contributors

Author: A Coutrot
Author: E Manley
Author: S Goodroe
Author: C Gahnstrom
Author: G Filomena
Author: D Yesiltepe
Author: R C Dalton
Author: J M Wiener
Author: C Hölscher
Author: M Hornberger ORCID iD
Author: H J Spiers

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