Whose Data? Which Rights? Whose Power? A Policy Discourse Analysis of Student Privacy Policy Documents

ABSTRACT The proliferation of information technology tools in higher education has resulted in an explosion of data about students and their contexts. Yet, current policies governing these data are limited in their usefulness for informing students, instructors, and administrators of their rights and responsibilities related to data use because they are based on antiquated conceptions of data and data systems. To understand how data privacy policies conceptualize and represent data, privacy, student agency, and institutional power, we conducted a policy discourse analysis of 151 university policy statements related to student information privacy and the responsible use of student data from 78 public and private post-secondary institutions in the U.S. Three common discourses emerged: educational records are static artifacts, privacy solutions are predicated upon institutional responsibility and student agency, and legitimate educational interest in data are institutionally defined and broadly applied. We explore the assumptions, biases, silences, and consequences of these discourses and offer counter- discourses to begin a foundation for the development of privacy policies in a new data age.

[1]  A. Strauss,et al.  Basics of qualitative research: Grounded theory procedures and techniques. , 1992 .

[2]  D. Spade,et al.  Normal Life: Administrative Violence, Critical Trans Politics, and the Limits of Law , 2011 .

[3]  Early Identification of Students’ Social Networks: Predicting College Retention and Graduation via Campus Dining , 2019, Journal of College Student Development.

[4]  Christina M. Steiner,et al.  LEA in Private: A Privacy and Data Protection Framework for a Learning Analytics Toolbox , 2016 .

[5]  Neil Selwyn,et al.  What's the Problem with Learning Analytics? , 2019, J. Learn. Anal..

[6]  P. Eckel,et al.  Meeting Today's Governance Challenges , 2004 .

[7]  Paul Prinsloo,et al.  Student privacy self-management: implications for learning analytics , 2015, LAK.

[8]  Jeffrey Alan Johnson Toward Information Justice , 2018 .

[9]  Julie E. Cohen The Biopolitical Public Domain: the Legal Construction of the Surveillance Economy , 2015 .

[10]  Ben Williamson,et al.  Digital education governance: An introduction , 2016 .

[11]  S. Noble Algorithms of Oppression: How Search Engines Reinforce Racism , 2018 .

[12]  C. Bacchi Women, Policy and Politics: The Construction of Policy Problems , 1999 .

[13]  D. Featherstone,et al.  Stuart Hall: Selected Political Writings: The Great Moving Right Show and Other Essays , 2017 .

[14]  Simon Springer,et al.  A Brief History of Neoliberalism , 2007 .

[15]  S. Igo The Known Citizen , 2018 .

[16]  P. Prinsloo,et al.  Big Data, Higher Education and Learning Analytics: Beyond Justice, Towards an Ethics of Care , 2017 .

[17]  D. Dennis,et al.  Seeing Like a State: How Certain Schemes to Improve the Human Condition Have Failed , 1998 .

[18]  M. Patton Two Decades of Developments in Qualitative Inquiry , 2002 .

[19]  Matthew T. Hora,et al.  Data driven decision-making in the era of accountability: Fostering faculty data cultures for learning , 2017 .

[20]  Lori D. Patton Disrupting Postsecondary Prose , 2016 .

[21]  Elizabeth J. Allan Policy Discourses, Gender, and Education: Constructing Women's Status , 2007 .

[22]  Sheila Slaughter,et al.  Academic capitalism and the new economy : markets, state, and higher education , 2009 .

[23]  D. Stewart Producing ‘docile bodies’: disciplining citizen-subjects , 2017 .

[24]  Criss Shore,et al.  Governing by numbers: audit culture, rankings and the new world order , 2015 .

[25]  Johnny Saldaña,et al.  The Coding Manual for Qualitative Researchers , 2009 .

[26]  M. Souto-Otero,et al.  From governing through data to governmentality through data: Artefacts, strategies and the digital turn , 2016 .

[27]  Jeffrey Alan Johnson,et al.  From open data to information justice , 2014, Ethics and Information Technology.

[28]  Corrine Glesne,et al.  Becoming Qualitative Researchers: An Introduction , 1991 .

[29]  Ruha Benjamin Race After Technology: Abolitionist Tools for the New Jim Code , 2019, Social Forces.

[30]  J. Blackmore Troubling women : feminism, leadership, and educational change , 1999 .

[31]  L. Parisi Contagious Architecture: Computation, Aesthetics, and Space , 2013 .

[32]  Ben Williamson The hidden architecture of higher education: building a big data infrastructure for the ‘smarter university’ , 2018, International Journal of Educational Technology in Higher Education.

[33]  A. Head,et al.  Information Literacy in the Age of Algorithms: Student Experiences with News and Information, and the Need for Change. , 2020 .

[34]  Paul Prinsloo,et al.  Student Vulnerability, Agency and Learning Analytics: An Exploration , 2016, J. Learn. Anal..

[35]  Stacey A. Rutledge,et al.  The Infrastructure of Accountability: Data Use and the Transformation of American Education. , 2013 .

[36]  L. Taylor What is data justice? The case for connecting digital rights and freedoms globally , 2017, Big Data Soc..

[37]  Virginia E. Eubanks Automating Inequality: How High-Tech Tools Profile, Police, and Punish the Poor , 2018 .

[38]  Ezekiel J. Dixon-Román,et al.  Algo-Ritmo , 2016 .

[39]  Derek Bok,et al.  Universities and the future of America , 1990 .

[40]  Pat Kane,et al.  The new capitalism that remakes minds , 2019, New Scientist.

[41]  Neil Selwyn,et al.  Data entry: towards the critical study of digital data and education , 2015 .

[42]  E. Bensimon,et al.  Critical Approaches to the Study of Higher Education: A Practical Introduction , 2015 .

[43]  Gary McCulloch,et al.  Documentary Research: In Education, History and the Social Sciences , 2004 .

[44]  Pam L. Gustafson Reconstructing Policy in Higher Education: Feminist Poststructural Perspectives , 2015 .

[45]  Shoshana Zuboff,et al.  Big other: surveillance capitalism and the prospects of an information civilization , 2015, J. Inf. Technol..

[46]  Anthony G. Picciano The Evolution of Big Data and Learning Analytics in American Higher Education , 2012 .

[47]  P. Prinsloo,et al.  Learning Analytics , 2013 .