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探究印度尼西亚高中生的数据素养自我认知。

Exploring data literacy self-perception among Indonesian high school students.

作者信息

Kaur Charanjit, Tan Pei P, Nurjannah Nurjannah, Yuniasih Ririn

机构信息

Monash University, Melbourne, Australia.

Brawijaya University, Malang, Indonesia.

出版信息

PLoS One. 2025 Jan 3;20(1):e0312306. doi: 10.1371/journal.pone.0312306. eCollection 2025.

Abstract

Data is becoming increasingly ubiquitous today, and data literacy has emerged an essential skill in the workplace. Therefore, it is necessary to equip high school students with data literacy skills in order to prepare them for further learning and future employment. In Indonesia, there is a growing shift towards integrating data literacy in the high school curriculum. As part of a pilot intervention project, academics from two leading Universities organised data literacy boot camps for high school students across various cities in Indonesia. The boot camps aimed at increasing participants' awareness of the power of analytical and exploration skills, which in turn, would contribute to creating independent and data-literate students. This paper explores student participants' self-perception of their data literacy as a result of the skills acquired from the boot camps. Qualitative and quantitative data were collected through student surveys and a focus group discussion, and were used to analyse student perception post-intervention. The findings indicate that students became more aware of the usefulness of data literacy and its application in future studies and work after participating in the boot camp. Of the materials delivered at the boot camps, students found the greatest benefit in learning basic statistical concepts and applying them through the use of Microsoft Excel as a tool for basic data analysis. These findings provide valuable policy recommendations that educators and policymakers can use as guidelines for effective data literacy teaching in high schools.

摘要

如今,数据变得越来越无处不在,数据素养已成为职场中的一项基本技能。因此,有必要让高中生具备数据素养技能,以便为他们的进一步学习和未来就业做好准备。在印度尼西亚,高中课程越来越倾向于融入数据素养。作为一个试点干预项目的一部分,两所顶尖大学的学者为印度尼西亚各城市的高中生组织了数据素养训练营。这些训练营旨在提高参与者对分析和探索技能力量的认识,这反过来又有助于培养独立且具备数据素养的学生。本文探讨了学生参与者对其数据素养的自我认知,这是他们从训练营获得技能的结果。通过学生调查和焦点小组讨论收集了定性和定量数据,并用于分析干预后学生的认知。研究结果表明,学生在参加训练营后,更加意识到数据素养在未来学习和工作中的有用性及其应用。在训练营提供的材料中,学生发现学习基本统计概念并通过使用微软Excel作为基本数据分析工具来应用这些概念最有益处。这些研究结果提供了有价值的政策建议,教育工作者和政策制定者可以将其用作高中有效数据素养教学的指导方针。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/21f7/11698427/243ca33280bc/pone.0312306.g001.jpg

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