Unpacking Big Data in Education. A Research Framework

References

Anderson, C. (2008) “The End of Theory: The Data Deluge Makes the Scientific Method Obsolete,” Wired, 26.03.2008.Search in Google Scholar

Aragona B. and R. De Rosa (2018) “Policy Making at the Time of Big Data: Datascape, Datasphere, Data Culture,” Sociologia Italiana, 11:173–185.Search in Google Scholar

Aragona, B. (2016) “Big Data or Data that are Getting Bigger?” Sociologia e ricerca sociale, 109(3):42–53.10.3280/SR2016-109005Search in Google Scholar

Berry, D. (2011) The Philosophy of Software, Code and Mediation in the Digital Age. London: Palgrave MacMillan.10.1057/9780230306479Search in Google Scholar

Bowker, G. C. (2013) “Data Flakes: An afterword to ‘Raw Data’ is an Oxymoron.” In: (Gitelman, L., ed.) “Raw Data” is an Oxymoron. Cambridge, MA: MIT Press, pp. 167–171.Search in Google Scholar

Boyd, D. and K. Crawford (2012) “Critical Questions for Big Data,” Information, Communication and Society, 15(5):662–679.10.1080/1369118X.2012.678878Search in Google Scholar

Cardon, D. (2015) A quoi rêvent les algorithmes. Nos vies à l’heure: Nos vies à l’heure des big data. Paris: Seuil.Search in Google Scholar

Chadwick, A. and J. Stromer-Galley (2016) “Digital Media, Power, and Democracy in Parties and Election Campaigns: Party Decline or Party Renewal?” The International Journal of Press/Politics, 21(3):283–293.10.1177/1940161216646731Search in Google Scholar

Chiara, A. and A. Guerriero (2017) Mobilità 2017: Esclusiva PSN, come l‘algoritmo tiene conto di precedenze e preferenze. Professionistiscuola.it, 1 June 2017.Search in Google Scholar

De Rosa, R. (2017) “Governing by Data: Some Considerations on the Role of Analytics in Education.” In: (Amaturo, E., B. Aragona, M. Grassia, C. Lauro and M. Marino, eds.) Data Science and Social Research: Epistemology, Methods, Technology and Applications. Heidelberg: Springer-Verlag.10.1007/978-3-319-55477-8_7Search in Google Scholar

Diesner, J. (2015) “Small Decisions with Big Impact on Data Analytics,” Big Data & Society, 2(2):24–32.10.1177/2053951715617185Search in Google Scholar

Di Maggio, P. (2015) “Adapting Computational Text Analysis to Social Science (and Vice Versa),” Big Data & Society, 2(2):6–14.Search in Google Scholar

Dunleavy, P. and H. Margetts (2015) Designing Essentially Digital Governance. Paper to the American Political Science Association Annual Meeting, San Francisco, 2–5 September 2015.Search in Google Scholar

European Commission/EACEA/Eurydice (2017) Support Mechanisms for Evidence-based Policy-Making in Education. Eurydice Report, Luxembourg: Publications Office of the European Union.Search in Google Scholar

Ferguson, R. (2012) “Learning Analytics: Drivers, Developments and Challenges,” International Journal of Technology Enhanced Learning, 4(5):304–317.10.1504/IJTEL.2012.051816Search in Google Scholar

Gitelman, L. and V. Jackson (2013) “Introduction.” In: (Gitelman, L. ed.) “Raw Data” is an Oxymoron. Cambridge, MA: MIT Press, pp. 1–14.10.7551/mitpress/9302.003.0002Search in Google Scholar

Hacking, I. (1999) The Social Construction of What? Harvard: Harvard University Press.Search in Google Scholar

Halford, S., C. Pope and M. Weal (2013) “Digital Futures? Sociological Challenges and Opportunities in the Emergent Semantic Web,” Sociology, 47(1):173–189.10.1177/0038038512453798Search in Google Scholar

International Strategy Office (2017) International Trends in Higher Education 2016–17. Oxford: University of Oxford.Search in Google Scholar

Kitchin, R. (2014) The Data Revolution: Big Data, Open Data, Data Infrastructures & their Consequences. London: Sage.10.4135/9781473909472Search in Google Scholar

Kitchin, R. (2017) “Thinking Critically about and Researching Algorithms,” Information, Communication & Society, 20(1):14–29.10.1080/1369118X.2016.1154087Search in Google Scholar

Landri, P. (2018) Digital Governance of Education: Technology, Standards and Europeanization of Education. London: Bloomsbury.10.5040/9781350006423Search in Google Scholar

Laney, D. (2001) 3D Data Management: Controlling Data Volume, Velocity and Variety. META Group Research Note, 6, 70.Search in Google Scholar

Lewis, S. and A. Hogan (2016) “Reform First and Ask Questions Later? The Implications of (Fast) Schooling Policy and ‘Silver Bullet’ Solutions,” Critical Studies in Education, DOI:10.1080/17508487.2016.1219961.10.1080/17508487.2016.1219961Search in Google Scholar

Lynch, T. L. (2015) The Hidden Role of Software in Educational Research. London, UK: Routledge.10.4324/9781315751177Search in Google Scholar

Manovich, L. (2011) “Trending: The Promises and the Challenges of Big Social Data,” Debates in the Digital Humanities, 2:460–475.10.5749/minnesota/9780816677948.003.0047Search in Google Scholar

Margetts, H. and D. Sutcliffe (2013) “Addressing the Policy Challenges and Opportunities of “Big data”,” Policy & Internet, 5(2):139–146.10.1002/1944-2866.POI326Search in Google Scholar

Mayer-Schönberger V. and K. Cukier (2013) Big Data: A Revolution That Will Transform How We Live, Work, and Think. London, UK: John Murray Publisher.Search in Google Scholar

Miller, K. and J. Barbour (2014) Organizational Communication: Approaches and Processes. Boston: Nelson Education.Search in Google Scholar

Neresini, F. (2015) “Quando i numeri diventano grandi: che cosa possiamo imparare dalla scienza,” Rassegna italiana di sociologia, LVI:405–432.Search in Google Scholar

Peck, J. and N. Theodore (2015) Fast Policy: Experimental Statecraft at the Thresholds of Neoliberalism. Minneapolis, MN, USA: University of Minnesota Press.10.5749/minnesota/9780816677306.001.0001Search in Google Scholar

Ruppert, E. (2013) “Rethinking Empirical Social Sciences,” Dialogues in Human Geography, 3(3):268–273.10.1177/2043820613514321Search in Google Scholar

Shah, D. (2016) By The Numbers, MOOCs in 2016. Class Central Report, https://www.class-central.com/.Search in Google Scholar

Siemens, G., D. Gašević and S. Dawson (2015) Preparing for the Digital University: A Review of the History and Current State of Distance, Blended, and Online Learning. Athabasca, Canada: Athabasca University.Search in Google Scholar

Williamson, B. (2016a) “Digital Methodologies of Education Governance: Pearson Plc and the Remediation of Methods,” European Educational Research Journal, 15(1):34–53.10.1177/1474904115612485Search in Google Scholar

Williamson, B. (2016b) “Digital Education Governance: An Introduction,” European Educational Research Journal, 15(1):3–1.10.1177/1474904115616630Search in Google Scholar