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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 health. Living near green spaces has been found to be strongly beneficial and urban residence has been associated with a higher risk of some psychiatric disorders—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 game 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.
0028-0836
104–110
Coutrot, A
54489887-62d2-47a6-8dd8-23e46d746f2d
Manley, E
46bacfff-cf40-4894-86d8-4aa07e302e70
Yesiltepe, D
a5c2dffd-ef7b-4406-9b99-b92b5072b23e
Dalton, R
8b624315-c20d-49b3-9a23-563ab3863818
JM, Wiener
b708b533-926d-4887-be0c-8a61b7d4ecff
Hölscher, C
e41acf22-216c-493a-be3a-01438fda7c43
Hornberger, M
a48c1c63-422a-4c11-9a51-c7be0aa3026d
HJ, Spiers
50a7580e-53b3-4a1c-9e37-33a521166898
Coutrot, A
54489887-62d2-47a6-8dd8-23e46d746f2d
Manley, E
46bacfff-cf40-4894-86d8-4aa07e302e70
Yesiltepe, D
a5c2dffd-ef7b-4406-9b99-b92b5072b23e
Dalton, R
8b624315-c20d-49b3-9a23-563ab3863818
JM, Wiener
b708b533-926d-4887-be0c-8a61b7d4ecff
Hölscher, C
e41acf22-216c-493a-be3a-01438fda7c43
Hornberger, M
a48c1c63-422a-4c11-9a51-c7be0aa3026d
HJ, Spiers
50a7580e-53b3-4a1c-9e37-33a521166898

Coutrot, A, Manley, E, Yesiltepe, D, Dalton, R, JM, Wiener, Hölscher, C, Hornberger, M and HJ, Spiers (2020) Entropy of city street networks linked to future spatial navigation ability. Nature, 604, 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 health. Living near green spaces has been found to be strongly beneficial and urban residence has been associated with a higher risk of some psychiatric disorders—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 game 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: 1 January 2020
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'

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

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Date deposited: 19 Sep 2025 16:49
Last modified: 26 Sep 2025 16:54

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Contributors

Author: A Coutrot
Author: E Manley
Author: D Yesiltepe
Author: R Dalton
Author: Wiener JM
Author: C Hölscher
Author: M Hornberger ORCID iD
Author: Spiers HJ

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