Mapping the landscape of spatial literacy research: Bibliometric analysis

Chan Kar Lai, M. Mustafa, Hanifah Mahat
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Abstract

The study aims to provide a comprehensive overview of spatial literacy research through a bibliometric analysis, focusing on its development, essential themes, key contributors, and collaboration patterns.  Using statistical text-mining and citation link-based clustering techniques, 690 spatial literacy publications from the Scopus database were analyzed, with data extracted on February 18, 2024.  The analysis revealed a steady increase in spatial literacy publications, peaking in 2009, and identified key peaks in cited papers in 1996, 2003 and 2012, with a subsequent decline post-2012.  Document profiles primarily consisted of articles (60.14%) and sourced from journals (67.97%), with The Journal of Geography being the most active title.  Notably, Newcombe, N.S., emerged as the most productive author, while the work of Bednarz and Kemp received the highest number of citations. ‘The Separability of Working Memory Resources for Spatial Thinking and Language Processing: An Individual Differences Approach’ by Shah and Miyake was identified as the most influential document, garnered a minimum of 100 citations per written document.  Additionally, the United States stood out with both the largest number of publications and the highest citation impact in spatial literacy research.  This bibliometric analysis provides valuable insight into the spatial literacy research landscape, guiding for future research directions and fostering collaborations in this field.
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绘制空间素养研究图景:文献计量分析
本研究旨在通过文献计量分析全面概述空间素养研究,重点关注其发展、基本主题、主要贡献者和合作模式。 利用统计文本挖掘和基于引文链接的聚类技术,对 Scopus 数据库中的 690 篇空间素养出版物进行了分析,数据提取时间为 2024 年 2 月 18 日。 分析结果表明,空间素养出版物数量稳步增长,2009 年达到顶峰,1996 年、2003 年和 2012 年是论文被引用的主要高峰期,2012 年后出现下降。 文献概况主要由文章(60.14%)和期刊(67.97%)组成,其中《地理学报》是最活跃的刊物。 值得注意的是,纽科姆(N.S. Newcombe)是最多产的作者,而贝德纳兹(Bednarz)和坎普(Kemp)的作品被引用的次数最多。空间思维和语言处理工作记忆资源的可分离性:Shah 和 Miyake 的著作《空间思维和语言处理工作记忆资源的可分离性:个体差异方法》被认为是最有影响力的文献,每篇书面文献至少获得 100 次引用。 此外,在空间素养研究领域,美国的出版物数量最多,引文影响力最大。 这项文献计量分析为了解空间素养研究领域提供了宝贵的信息,为未来的研究方向提供了指导,并促进了该领域的合作。
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