Dimensions of teachers’ data literacy: A systematic review of literature from 1990 to 2021

IF 2.8 3区 教育学 Q1 EDUCATION & EDUCATIONAL RESEARCH
Jihyun Lee, Dennis Alonzo, Kim Beswick, Jan Michael Vincent Abril, Adrian W. Chew, Cherry Zin Oo
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引用次数: 0

Abstract

The current study presents a systematic review of teachers’ data literacy, arising from a synthesis of 83 empirical studies published between 1990 to 2021. Our review identified 95 distinct indicators across five dimensions: (a) knowledge about data, (b) skills in using data, (c) dispositions towards data use, (d) data application for various purposes, and (e) data-related behaviors. Our findings indicate that teachers' data literacy goes beyond addressing the needs of supporting student learning and includes elements such as teacher reflection, collaboration, communication, and participation in professional development. Considering these findings, future policies should acknowledge the significance of teacher dispositions and behaviors in relation to data, recognizing that they are as important as knowledge and skills acquisition. Additionally, prioritizing the provision of system-level support to foster teacher collaboration within in-school professional development programs may prove useful in enhancing teachers’ data literacy.

Abstract Image

教师的数据素养:对 1990 年至 2021 年文献的系统回顾
本研究综述了 1990 年至 2021 年间发表的 83 项实证研究,对教师的数据素养进行 了系统回顾。我们从五个方面确定了 95 个不同的指标:(a)数据知识,(b)使用数据的技能,(c)使用数据的态度,(d)为各种目的应用数据,以及(e)与数据相关的行为。我们的研究结果表明,教师的数据素养不仅仅是满足支持学生学习的需要,还包括教师的反思、合作、交流和参与专业发展等要素。考虑到这些发现,未来的政策应承认教师在数据方面的处置和行为的重要性,承认它们与知识和技能的学习同等重要。此外,优先提供系统层面的支持,促进教师在校内专业发展项目中的合作,可能会有助于提高教师的数据素养。
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来源期刊
Educational Assessment Evaluation and Accountability
Educational Assessment Evaluation and Accountability EDUCATION & EDUCATIONAL RESEARCH-
CiteScore
9.40
自引率
2.60%
发文量
23
期刊介绍: The main objective of this international journal is to advance knowledge and dissemination of research on and about assessment, evaluation and accountability of all kinds and on various levels as well as in all fields of education.  The journal provides readers with an understanding of the rich contextual nature of evaluation, assessment and accountability in education. The journal is theory-oriented and methodology-based and seeks to connect research, policy making and practice.  The journal publishes outstanding empirical works, peer-reviewed by eminent scholars around the world.Aims and Scope in more detail: The main objective of this international journal is to advance knowledge and dissemination of research on and about evaluation, assessment and accountability: - of all kinds (e.g. person, programme, organisation), - on various levels (state, regional, local), - in all fields of education (primary, secondary, higher education/tertiary, as well as non-school sector) and across all different life phases (e.g. adult education/andragogy/Human Resource Management/professional development).The journal provides readers with an understanding of the rich contextual nature of evaluation, assessment and accountability in education. The journal is theory-oriented and methodology-based and seeks to connect research, policy making and practice. Therefore, the journal explores and discusses: -       theories of evaluation, assessment and accountability, -       function, role, aims and purpose of evaluation, assessment and accountability, -       impact of evaluation, assessment and accountability, -       methodology, design and methods of evaluation, assessment and accountability, -       principles, standards and quality of evaluation, assessment and accountability, -       issues of planning, coordinating, conducting, reporting of evaluation, assessment and accountability.The journal also covers the quality of different instruments or procedures or approaches which are used for evaluation, assessment and accountability.The journal only includes research findings from evaluation, assessment and accountability, if the design or approach of it is meta-reflected in the article.The journal publishes outstanding empirical works, peer-reviewed by eminent scholars around the world.
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