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这是一种方法:网络视角下的空间能力发展计划目标。

This is the way: Network perspective on targets for spatial ability development programmes.

机构信息

Center for Educational Neuroscience (CEdNe), ITMO University, Saint-Petersburg, Russia.

Russian Academy of Education, Moscow, Russia.

出版信息

Br J Educ Psychol. 2022 Dec;92(4):1597-1620. doi: 10.1111/bjep.12524. Epub 2022 Jun 13.

Abstract

BACKGROUND

Spatial ability (SA) was shown to be important for success in different fields, including STEM. Recent research suggested that SA is a unitary construct, rather than a set of related skills. However, it is not clear how individual differences in different facets of SA emerge, and how they relate to variance in general cognitive ability.

AIMS

The aim of the present study was threefold: 1) to examine the structure of SA testing nine theoretical models; 2) to explore the relation between 16 different facets of SA with general cognitive ability; and 3) to identify central facet(s) within the network of SA - with most links and/or strongest links to other facets.

SAMPLE

The study participants were 958 university students from Russia.

METHODS

The study used a comprehensive battery of 16 SA tests and a verbal ability measure.

RESULTS

Results supported previous research, suggesting moderate overlap between all SA facets. Factor analysis suggested several potential structures, with similar fit indices for five different theoretically driven models, including split into small- and large scale; partially independent manipulation, visualization and navigation facets. Confirmatory factor analysis, mediation and network analyses showed spatial ability being largely independent from verbal ability. In addition, network analysis showed that navigation according to directions is in the centre of the network, potentially linking all SA facets.

CONCLUSION

The results have potential implications for identifying the best targets for SA interventions. The next step in research is conducting experimental studies to evaluate effectiveness of interventions targeting navigation in comparison with other facets of SA.

摘要

背景

空间能力(SA)已被证明对不同领域的成功至关重要,包括 STEM。最近的研究表明,SA 是一个单一的结构,而不是一组相关的技能。然而,目前尚不清楚 SA 的不同方面的个体差异是如何出现的,以及它们与一般认知能力的差异有何关系。

目的

本研究的目的有三:1)检验 SA 测试的九个理论模型的结构;2)探索 16 种不同的 SA 方面与一般认知能力之间的关系;3)确定 SA 网络中的中心方面(s),即与其他方面有最多联系和/或最强联系的方面。

样本

研究参与者是来自俄罗斯的 958 名大学生。

方法

该研究使用了一套综合的 16 种 SA 测试和一种言语能力测试。

结果

结果支持了之前的研究,表明所有 SA 方面之间存在中等程度的重叠。因子分析表明存在几种潜在的结构,其中五个不同的理论驱动模型具有相似的拟合指数,包括分为小尺度和大尺度;部分独立的操作、可视化和导航方面。验证性因子分析、中介和网络分析表明,空间能力与言语能力基本独立。此外,网络分析表明,根据方向的导航处于网络的中心位置,可能与所有 SA 方面联系起来。

结论

研究结果对确定 SA 干预的最佳目标具有潜在意义。下一步的研究是进行实验研究,以评估针对导航的干预措施与针对 SA 的其他方面的干预措施的有效性。

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