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Education is positively and causally linked with spatial navigation ability across the lifespan

Education is positively and causally linked with spatial navigation ability across the lifespan
Education is positively and causally linked with spatial navigation ability across the lifespan

There is consistent evidence for a positive association between education and a wide range of cognitive abilities. In particular, spatial abilities have been shown to be strongly related to academic achievement. However, studying this association is complex as both education and spatial abilities are modulated by multivariate sociodemographic factors, likely to vary across countries. Most previous studies relied on small sample sizes or were restricted to a limited number of countries, thus were unable to control for these covariates. To overcome these limitations, we used a spatial navigation task embedded in a mobile video game. We quantified the wayfinding ability of 397,162 people across 38 countries and showed that on average, education level was positively associated with wayfinding ability. This difference was stronger in older participants and increased with task difficulty. However, the effect of education was different across countries, from near-zero and non-significant in India (Bayes' factor = 0.08, Hedge's g = -0.03, 95% CI = [-0.15, 0.08]), to modest and significant in Romania (Bayes' factor = 345.44, Hedge's g = 0.15, 95% CI = [0.08, 0.22]). We did not find any relationship between the education effect size of countries and economic indicators such as GDP per capita. Using the 1972 reform increasing the minimum school leaving age in the UK as a natural experiment, we used a regression discontinuity design to show that education has a causal effect on wayfinding ability.

cross-country, education, natural experiment, spatial ability
2470-2986
926-939
Coutrot, Antoine
54489887-62d2-47a6-8dd8-23e46d746f2d
Kievit, Rogier A
39ae12cd-3a6e-416b-b8ab-cb5529f528f0
Ritchie, Stuart J
c2376ae7-f32e-474d-b42e-b4534bf0a3ee
Manley, Ed
bb005b06-1518-4ee4-9645-472ecb7a5c16
Wiener, Jan M
a3fa56c7-dcfd-4a83-b640-eb7f3d4eb6f4
Hölscher, Christof
408287ff-6bd8-492c-b625-7a81f647a88a
Dalton, Ruth C
102b51c3-db91-4e95-8b88-1fab30571daf
Hornberger, Michael
a48c1c63-422a-4c11-9a51-c7be0aa3026d
Spiers, Hugo J
44296f56-9f8e-4de0-a0ca-98189c2c3beb
Coutrot, Antoine
54489887-62d2-47a6-8dd8-23e46d746f2d
Kievit, Rogier A
39ae12cd-3a6e-416b-b8ab-cb5529f528f0
Ritchie, Stuart J
c2376ae7-f32e-474d-b42e-b4534bf0a3ee
Manley, Ed
bb005b06-1518-4ee4-9645-472ecb7a5c16
Wiener, Jan M
a3fa56c7-dcfd-4a83-b640-eb7f3d4eb6f4
Hölscher, Christof
408287ff-6bd8-492c-b625-7a81f647a88a
Dalton, Ruth C
102b51c3-db91-4e95-8b88-1fab30571daf
Hornberger, Michael
a48c1c63-422a-4c11-9a51-c7be0aa3026d
Spiers, Hugo J
44296f56-9f8e-4de0-a0ca-98189c2c3beb

Coutrot, Antoine, Kievit, Rogier A, Ritchie, Stuart J, Manley, Ed, Wiener, Jan M, Hölscher, Christof, Dalton, Ruth C, Hornberger, Michael and Spiers, Hugo J (2025) Education is positively and causally linked with spatial navigation ability across the lifespan. Open mind : discoveries in cognitive science, 9, 926-939. (doi:10.1162/opmi.a.13).

Record type: Article

Abstract

There is consistent evidence for a positive association between education and a wide range of cognitive abilities. In particular, spatial abilities have been shown to be strongly related to academic achievement. However, studying this association is complex as both education and spatial abilities are modulated by multivariate sociodemographic factors, likely to vary across countries. Most previous studies relied on small sample sizes or were restricted to a limited number of countries, thus were unable to control for these covariates. To overcome these limitations, we used a spatial navigation task embedded in a mobile video game. We quantified the wayfinding ability of 397,162 people across 38 countries and showed that on average, education level was positively associated with wayfinding ability. This difference was stronger in older participants and increased with task difficulty. However, the effect of education was different across countries, from near-zero and non-significant in India (Bayes' factor = 0.08, Hedge's g = -0.03, 95% CI = [-0.15, 0.08]), to modest and significant in Romania (Bayes' factor = 345.44, Hedge's g = 0.15, 95% CI = [0.08, 0.22]). We did not find any relationship between the education effect size of countries and economic indicators such as GDP per capita. Using the 1972 reform increasing the minimum school leaving age in the UK as a natural experiment, we used a regression discontinuity design to show that education has a causal effect on wayfinding ability.

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Accepted/In Press date: 29 May 2025
Published date: 26 July 2025
Additional Information: Publisher Copyright: © 2025 Antoine Coutrot, Rogier A. Kievit, Stuart J. Ritchie, Ed Manley, Jan M. Wiener, Christof Hölscher, Ruth C. Dalton, Michael Hornberger, and Hugo J. Spiers. Published under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
Keywords: cross-country, education, natural experiment, spatial ability

Identifiers

Local EPrints ID: 505351
URI: http://eprints.soton.ac.uk/id/eprint/505351
ISSN: 2470-2986
PURE UUID: 7c9a7d2d-cf94-49aa-818e-b81e7959af4f
ORCID for Michael Hornberger: ORCID iD orcid.org/0000-0002-2214-3788

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Date deposited: 07 Oct 2025 16:43
Last modified: 08 Oct 2025 02:17

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Contributors

Author: Antoine Coutrot
Author: Rogier A Kievit
Author: Stuart J Ritchie
Author: Ed Manley
Author: Jan M Wiener
Author: Christof Hölscher
Author: Ruth C Dalton
Author: Michael Hornberger ORCID iD
Author: Hugo J Spiers

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