Formation of Online Content Patterns of Higher Education Based on Trends to Preserve Intellectual Capital Quality Decreasing in Ukraine During Wartime

V. Barvinok, Tomasz Pudło
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引用次数: 1

Abstract

The article examines the current stage of forming online content in higher education worldwide and in Ukraine. The main goal of this paper is to develop patterns for creating educational content to improve the learning process at universities despite the full-scale war, including flexibility. To achieve these, the author used bibliometric, trends and cluster analysis. As analytical tools, Google Trends and VosViewer were chosen. The investigation is divided into three parts: study patterns of online content in higher education (HE) based on a literature review, identify trends in HE, and examine online educational content in the context of the flexible learning process at universities. The investigation stage of key trends in the development of higher education in Ukraine is initial because it demonstrates up-to-date theoretical background worldwide, and particularly in Ukraine, especially publication after 2019. The main approaches to renovating the educational system included improving distance or blended learning as a modern study pattern. The key stakeholders are students and teachers. However, teachers transform into facilitators who prepare educational content and support learners in self-directed learning based on their inquiries. As for Ukraine, the tendency was intensified because students affected by full-scale war cannot study in the traditional (in-person) way. To find how trends in HE in Ukraine during key political changes were modified in Ukraine, the author used Google Trends to search inquiries of main consumers of educational services in Ukraine concerning higher education through the keywords “university” in three languages. The customizing periods showed the reactions of the young to critical political changes in Ukraine. In such a way, attitudes towards higher education during the beginning of the Orange Revolution, the Revolution of Dignity, the war in the east of Ukraine and the full-scale war were investigated. The significant changes were noticed after February 24, 2022, compared to November 30, 2013. There was an increasing popularity of inquiries based on universities abroad and learning as a tool to get employment. The most relevant inquiries in forming online content are “distance learning” and “дистанційна освіта”. Moreover, the tendency of increasing inquiries in the Ukrainian language compared with russian inquiries of approximately 10% was found. It was confirmed that trends could be used as a tool of formation patterns of educational content. That is why the paper aims to explore terms across years such as “educational content trends”, “educational trends” (205 articles), “online content trends” (305 articles), and “educational online content trends” (25 articles) at the Web of Science (WOS) platform. Key sectors of educational online content include Education, Educational Research, Economics, Social Sciences, Interdisciplinary, Multidisciplinary Sciences, and Management categories. In addition, Ukraine leads in publishing articles in forming online educational patterns with Poland, russia, the USA, Bulgaria and others. Furthermore, “educational content trends” and “online content trends”were compared to measure theoretical gaps by cluster analysis, where the main clusters are teacher, content analysis, development, quality, educational progress, and social media. The findings of this study hold valuable implications and recommendations for the formation of online content in higher education, particularly during times of war and in post-war periods.
基于乌克兰战时智力资本质量下降趋势的高等教育在线内容模式形成
本文考察了目前在全球和乌克兰高等教育中形成在线内容的阶段。本文的主要目标是开发创建教育内容的模式,以改善大学在全面战争中的学习过程,包括灵活性。为了实现这些,作者使用了文献计量学、趋势分析和聚类分析。作为分析工具,Google Trends和VosViewer被选中。调查分为三个部分:基于文献综述的高等教育在线内容的研究模式,高等教育在线内容的趋势识别,以及在大学灵活学习过程的背景下检查在线教育内容。乌克兰高等教育发展关键趋势的调查阶段是初步的,因为它展示了全球最新的理论背景,特别是在乌克兰,特别是在2019年之后出版。改革教育体制的主要途径包括将远程学习或混合学习作为一种现代学习模式。关键的利益相关者是学生和教师。然而,教师转变为促进者,他们准备教育内容,并根据学习者的询问支持学习者自主学习。至于乌克兰,由于受全面战争影响的学生无法以传统(面对面)的方式学习,这种趋势得到了加强。为了找出乌克兰在关键政治变革期间的高等教育趋势是如何被修改的,作者使用谷歌趋势通过三种语言的关键词“大学”搜索乌克兰教育服务主要消费者关于高等教育的查询。定制期显示了年轻人对乌克兰关键政治变化的反应。以这种方式,调查了在橙色革命、尊严革命、乌克兰东部战争和全面战争开始时对高等教育的态度。与2013年11月30日相比,2022年2月24日之后发生了重大变化。以国外大学为基础的咨询越来越受欢迎,把学习作为找工作的工具。与形成在线内容最相关的查询是“远程学习”和“дистанційна освіта”。此外,与俄语查询相比,乌克兰语查询的趋势增加了约10%。研究证实,趋势可以作为教育内容形成模式的工具。因此,该论文旨在探索科学网络(WOS)平台上的“教育内容趋势”、“教育趋势”(205篇文章)、“在线内容趋势”(305篇文章)、“教育在线内容趋势”(25篇文章)等多年来的术语。教育在线内容的关键部门包括教育、教育研究、经济学、社会科学、跨学科、多学科科学和管理类别。此外,乌克兰在与波兰、俄罗斯、美国、保加利亚等国形成网络教育模式的文章发表方面处于领先地位。此外,对“教育内容趋势”和“在线内容趋势”进行了比较,通过聚类分析来衡量理论差距,其中主要的聚类是教师、内容分析、发展、质量、教育进步和社交媒体。本研究的结果对高等教育在线内容的形成具有重要意义和建议,特别是在战争时期和战后时期。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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