{"title":"Turning universities into data-driven organisations: seven dimensions of change","authors":"Janja Komljenovic, Sam Sellar, Kean Birch","doi":"10.1007/s10734-024-01277-z","DOIUrl":null,"url":null,"abstract":"<p>Universities are striving to become data-driven organisations, benefitting from data collection, analysis, and various data products, such as business intelligence, learning analytics, personalised recommendations, behavioural nudging, and automation. However, datafication of universities is not an easy process. We empirically explore the struggles and challenges of UK universities in making digital and personal data useful and valuable. We structure our analysis along seven dimensions: the aspirational dimension explores university datafication aims and the challenges of achieving them; the technological dimension explores struggles with digital infrastructure supporting datafication and data quality; the legal dimension includes data privacy, security, vendor management, and new legal complexities that datafication brings; the commercial dimension tackles proprietary data products developed using university data and relations between universities and EdTech companies; the organisational dimension discusses data governance and institutional management relevant to datafication; the ideological dimension explores ideas about data value and the paradoxes that emerge between these ideas and university practices; and the existential dimension considers how datafication changes the core functioning of universities as social institutions.</p>","PeriodicalId":48383,"journal":{"name":"Higher Education","volume":"73 1","pages":""},"PeriodicalIF":3.6000,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Higher Education","FirstCategoryId":"95","ListUrlMain":"https://doi.org/10.1007/s10734-024-01277-z","RegionNum":1,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"EDUCATION & EDUCATIONAL RESEARCH","Score":null,"Total":0}
引用次数: 0
Abstract
Universities are striving to become data-driven organisations, benefitting from data collection, analysis, and various data products, such as business intelligence, learning analytics, personalised recommendations, behavioural nudging, and automation. However, datafication of universities is not an easy process. We empirically explore the struggles and challenges of UK universities in making digital and personal data useful and valuable. We structure our analysis along seven dimensions: the aspirational dimension explores university datafication aims and the challenges of achieving them; the technological dimension explores struggles with digital infrastructure supporting datafication and data quality; the legal dimension includes data privacy, security, vendor management, and new legal complexities that datafication brings; the commercial dimension tackles proprietary data products developed using university data and relations between universities and EdTech companies; the organisational dimension discusses data governance and institutional management relevant to datafication; the ideological dimension explores ideas about data value and the paradoxes that emerge between these ideas and university practices; and the existential dimension considers how datafication changes the core functioning of universities as social institutions.
期刊介绍：
Higher Education is recognised as the leading international journal of Higher Education studies, publishing twelve separate numbers each year. Since its establishment in 1972, Higher Education has followed educational developments throughout the world in universities, polytechnics, colleges, and vocational and education institutions. It has actively endeavoured to report on developments in both public and private Higher Education sectors. Contributions have come from leading scholars from different countries while articles have tackled the problems of teachers as well as students, and of planners as well as administrators.
While each Higher Education system has its own distinctive features, common problems and issues are shared internationally by researchers, teachers and institutional leaders. Higher Education offers opportunities for exchange of research results, experience and insights, and provides a forum for ongoing discussion between experts.
Higher Education publishes authoritative overview articles, comparative studies and analyses of particular problems or issues. All contributions are peer reviewed.
求助内容：
应助结果提醒方式：
京公网安备 11010802042870号
