Dataset for the paper: 'Assessment of Algorithmic Abstraction Skills in Higher Education: An Application of the PGK Framework

Dataset for the paper: 'Assessment of Algorithmic Abstraction Skills in Higher Education: An Application of the PGK Framework. It contains the collection of participants answers. This experimental research explored the level of algorithmic abstraction skills of students in higher education by using the assessment materials implemented in a survey platform. The data collected includes: demographic data, students' performance on algorithmic abstraction tasks (including open-text questions, and analysing tasks, etc.), and students' perceptions of needed levels of algorithmic abstraction skills. These data are collected in the form of numerical, categorical or open-text answers form, which went through qualitative analysis (thematic analysis) and quantitative analysis (statistical analysis).<br><br>

本数据集对应论文《高等教育算法抽象能力评估：PGK框架（PGK Framework）的应用》。
本数据集收录了所有受试参与者的作答数据。本实验研究依托调研平台搭载的评估材料，探究了高等教育阶段学生的算法抽象能力水平。
本次采集的数据涵盖以下内容：人口统计学信息、学生在算法抽象任务中的表现（包含开放式问答、分析类任务等），以及学生对算法抽象能力所需掌握程度的认知情况。
上述数据以数值型、分类型或开放式文本作答的形式采集，并经过了质性分析（主题分析）与量化分析（统计分析）的处理流程。