[Purpose/significance]Combining with the domestic and international data literacy research and preliminary research to grasp the evaluation index of postgraduates' data literacy, this paper designed graduate students' data literacy test scale to provide an objective evaluation tool for improving the level of graduate research and data literacy.[Method/process]Based on the competency model, through the exploratory factor analysis to establish the graduate data literacy competency standards, graduate student data literacy test scale was developed from six aspects of data awareness, data collection and evaluation, data organization and management, data processing and analysis, data utilization and archiving, data ethics.[Result/conclusion]The final scale contained 48 items, through the data analysis, and it is verified that the scale has good reliability, validity and fit degree, and can be used as a quantitative tool to evaluate and improve the data literacy ability of graduate students, also to provide a basis for the development of targeted educational measures.
Zhang Xiaoyang
,
Li Mei
. Research on the Evaluation Scale of Postgraduate Students' Data Literacy Based on the Competency[J]. Library and Information Service, 2017
, 61(8)
: 89
-95
.
DOI: 10.13266/j.issn.0252-3116.2017.08.011
[1] 胡卉,吴鸣,陈秀娟. 加拿大高校图书馆数据素养教育模式[J]. 图书情报工作, 2016,60(8):53-57.
[2] QIN J, DIGNAZIO J. Lessons learned from a two-year experience in science data literacy education[EB/OL].[2017-01-25].http://docs.lib.purde.edu/iatul2010/conf/day2/5.
[3] GRAY J, BOUNEGRU L, CHAMBERS L. The data journalism handbook[EB/OL].[2017-01-25]. http://datajournalismhandbook.org/1.0/en/understanding_data_0.html.
[4] 孟祥保,李爱国. 国外高校图书馆科学数据素养教育研究[J]. 大学图书馆学报,2014(3):11-16.
[5] CARLSON J, JOHNSTON L, WESTRA B, et al. Developing an approach for data management education:a report from the data information literacy project[J]. The international journal of digital curation, 2013, 8(1):204-215.
[6] CALZADA J, MARZAL MA'. Incorporating data literacy into information literacy programs:core competencies and contents[J]. Libri,2013, 63(2):123-134.
[7] 李青,任一姝. 教师数据素养能力模型及发展策略研究[J]. 开放教育研究, 2016,22(6):65-71.
[8] 胡卉,吴鸣. 嵌入科研工作流与数据生命周期的数据素养能力研究[J]. 图书与情报, 2016(4):125-135.
[9] 徐刘靖,沈婷婷. 高校图书馆员数据素养内涵及培养机制研究[J]. 图书馆建设, 2016(5):89-93.
[10] 阮士桂,郑燕林. 教师数据素养的构成、功用与发展策略式[J]. 现代远距离教育, 2016(1):60-64.
[11] 王维佳,曹树金. 数据素养能力评价与大学图书馆数据素养教育的思考[J]. 图书馆杂志, 2016,35(8):96-101.
[12] 隆茜. 数据素养能力指标体系构建及高校师生数据素养能力现状调查与分析[J]. 图书馆, 2015(12):51-56.
[13] CARLSON J,JOHNSTON L R. Data information literacy librarians,data,and the education of a new generation of researchers[M]. West Lafayette:Indiana Purdue University Press,2015:11-12.
[14] SPENCER L M. Spencer competence at work:models for superior performance[M]. New York:John Wiley & Sons,1993:33-37.
[15] 叶四桥,郑丹,王宗建,等. 研究生科研活动与学术规范[M]. 北京:中国水利水电出版社, 2014:15-19.
[16] 耿骞,毛妮娜,王凤暄,等. 公共图书馆馆员胜任力模型构建研究[J]. 图书情报工作,2016, 60(7):25-33.
[17] 齐丹莉. 情报职业胜任力结构与模型研究[D].上海:华东师范大学,2011:55-57.
[18] 徐坤. 基于本体的科学数据监护平台研究——以高校医学科学数据为例[D]. 长春:吉林大学,2014:34-36.
[19] 宋文. "互联网+"时代图书馆员数据素养的构成与培养[J]. 河南图书馆学刊,2016, 36(10):91-92.
[20] 黎小平,韦玉良. 企业反竞争情报能力测度量表编制及其校验研究[J]. 情报理论与实践,2012,35(1):48-51.