Antoine Coutrot, Rogier A Kievit, Stuart J Ritchie, Ed Manley, Jan M Wiener, Christof Hölscher, Ruth C Dalton, Michael Hornberger, Hugo J Spiers
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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 <i>g</i> = -0.03, 95% CI = [-0.15, 0.08]), to modest and significant in Romania (Bayes' factor = 345.44, Hedge's <i>g</i> = 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.</p>","PeriodicalId":32558,"journal":{"name":"Open Mind","volume":"9 ","pages":"926-939"},"PeriodicalIF":0.0000,"publicationDate":"2025-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12373451/pdf/","citationCount":"0","resultStr":"{\"title\":\"Education Is Positively and Causally Linked With Spatial Navigation Ability Across the Lifespan.\",\"authors\":\"Antoine Coutrot, Rogier A Kievit, Stuart J Ritchie, Ed Manley, Jan M Wiener, Christof Hölscher, Ruth C Dalton, Michael Hornberger, Hugo J Spiers\",\"doi\":\"10.1162/opmi.a.13\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>There is consistent evidence for a positive association between education and a wide range of cognitive abilities. 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引用次数: 0
摘要
有一致的证据表明,教育与广泛的认知能力之间存在着积极的联系。特别是,空间能力已被证明与学术成就密切相关。然而,研究这种关联是复杂的,因为教育和空间能力都受到多元社会人口因素的调节,可能因国家而异。大多数以前的研究依赖于小样本量或限于有限数量的国家,因此无法控制这些协变量。为了克服这些限制,我们在手机电子游戏中嵌入了空间导航任务。我们量化了38个国家397162人的寻路能力,结果显示,平均而言,教育水平与寻路能力呈正相关。这种差异在年龄较大的参与者中更明显,并且随着任务难度的增加而增加。然而,教育的影响在不同的国家是不同的,从印度的接近于零和不显著(贝叶斯因子= 0.08,Hedge's g = -0.03, 95% CI =[-0.15, 0.08])到罗马尼亚的适度和显著(贝叶斯因子= 345.44,Hedge's g = 0.15, 95% CI =[0.08, 0.22])。我们没有发现国家的教育效应大小与人均GDP等经济指标之间存在任何关系。使用1972年英国提高最低离校年龄的改革作为自然实验,我们使用回归不连续设计来表明教育对寻路能力有因果影响。
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.