Quality of open research data in education

Quality criteria, analysed data sets, and criteria assessment results of a study in Jul 2019 and Mar 2021. The study was part of a Master Thesis in Information Science (Autor: Gabriel Schneider, Titel: Qualität von Forschungsdaten der Bildungsforschung in offenen Repositorien). This data set contains an expanded data set and a sub-set (14) of the original 16 quality criteria. Original criteria were translated into English for a presentation at LIDA 21. Quality criteria were developed based on expertise from the Research Data Centre for Education and the FAIR principles. In the first study 2019, 29 data sets from Zenodo (search=keyword:Education and type:dataset) were analysed according to the criteria. 20 data sets were excluded due to access restrictions or topic (non educational research). In 2021, 11 data sets uploaded at Zenodo 2021 were analysed according to the criteria. As search function at Zenodo changed, the search was adapted ((search=keyword:*Education OR keyword:*education) AND type:dataset AND accessright:open). Some data sets were excluded due to topic (non educational research), year published (2020 excluded), language barrieres or insufficient avalaible data. The files include: - Criteria: The criteria and assessment points applied - Dataset: The search terms for the retrieved data sets, and exclusion criteria - Results: The assessment points given for each criteria to each data set (without further details on decision with regard to specifics of data sets)本数据集收录2019年7月与2021年3月开展的一项研究的质量标准、经分析的数据集及标准评估结果。该研究为信息科学方向硕士学位论文的组成部分，作者为加布里埃尔·施耐德（Gabriel Schneider），论文标题为《开放知识库中教育研究的科研数据质量》（原文：Qualität von Forschungsdaten der Bildungsforschung in offenen Repositorien）。 本数据集包含扩充版数据集，以及原始16项质量标准中的子集（共14项）。为适配LIDA 21会议的展示需求，原始质量标准已被译为英文。本次研究的质量标准基于教育科研数据中心（Research Data Centre for Education）的专业经验与FAIR原则制定。 2019年的首轮研究中，研究团队依据上述标准，对Zenodo平台上通过检索式`keyword:Education AND type:dataset`获取的29项数据集开展分析，其中20项数据集因存在访问限制或研究主题非教育类被排除。 2021年，研究团队依据相同标准对Zenodo平台2021年上传的11项数据集开展分析。由于Zenodo的检索功能发生调整，本次检索式变更为`(keyword:*Education OR keyword:*education) AND type:dataset AND accessright:open`。部分数据集因研究主题非教育类、发表年份为2020年（已排除）、存在语言障碍或可用数据不足被排除。 本次数据集包含以下文件： - 标准（"Criteria"）：本次研究采用的质量标准与评估要点 - 数据集信息（"Dataset"）：用于检索目标数据集的检索式，以及数据集排除标准 - 评估结果（"Results"）：针对每项数据集的各项质量标准给出的评估要点（未包含针对数据集具体情况的决策细节）