The datafication of teaching in Higher Education: critical issues and perspectives

@article{Williamson2020TheDO,
  title={The datafication of teaching in Higher Education: critical issues and perspectives},
  author={Ben Williamson and Sian Bayne and Suellen Shay},
  journal={Teaching in Higher Education},
  year={2020},
  volume={25},
  pages={351 - 365}
}
Contemporary culture is increasingly defined by data, indicators and metrics. Measures of quantitative assessment, evaluation, performance, and comparison infuse public services, commercial compani... 
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References

SHOWING 1-10 OF 99 REFERENCES
Big data in education. The digital future of learning, policy and practice
Towards the end of the conclusion of his book titled ‘Big data in education. The digital future of learning, policy and practice’, Williamson (2017) states that educational ‘researchers will need t...
Pearson 2025: Transforming teaching and privatising education data
This research report critically analyses the business strategy of multinational education company, Pearson, and identifies concerns for education stakeholder and policymakers.
Every teacher should succeed with data literacy
Every Student Succeeds Act (ESSA, 2015) moves education further along the path toward becoming the evidence-based and data-driven profession that policy makers have continually called for. They haveExpand
(Un)teaching the ‘datafied student subject’: perspectives from an education-based masters in an English university
ABSTRACT That compulsory education is datafied is widely acknowledged. A significant body of literature illuminates the policy context and technologies that have given rise to what we now callExpand
Correlation in the Data University: Understanding and Challenging Targets-based Performance-management in Higher Education
  • 2019
We need new ways to understand university management in the twenty-first century. Although the literature diagnosing the neoliberalisation of universities is invaluable in helping us comprehend theExpand
Knowledge for Sale: The Neoliberal Takeover of Higher Education
A new philosophy of higher education has taken hold in institutions around the world. Its supporters disavow the pursuit of knowledge for its own sake and argue that the only knowledge worth pursuingExpand
Learning analytics and AI: Politics, pedagogy and practices
An introduction to the journal is presented which focuses on the themes politics, pedagogy, and practices including articles on the case of exploratory learning, how the Artificial Intelligence inExpand
Centering complexity in ‘educators’ data literacy’ to support future practices in faculty development: a systematic review of the literature
ABSTRACT As algorithmic decision-making and data collection become pervasive in higher education, how can educators make sense of the systems that shape life and learning in the twenty-first century?Expand
Datafication of epistemic equality: advancing understandings of teaching excellence beyond benchmarked performativity
ABSTRACT The paper critiques key international teaching excellence and higher education outcomes frameworks for their lack of attention to epistemic equality. It subsequently argues that adequateExpand
Higher education, unbundling, and the end of the university as we know it
Abstract Unbundling is the process through which products previously sold together are separated into their constituent parts. In higher education, this dynamic has been driven primarily by financialExpand
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