Pivoting Open? Pandemic Pedagogy and the Search for Openness in the Viral Learning Environment
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This paper is based on the authors’ experiences and reflections working in educational technology and design support roles in higher education during the COVID-19 pandemic. We retrace our lived experience from the beginning of the pandemic in the spring (from our vantage points in the UK and Canada) and the associated ‘pivot online’ enacted in education around the world, through to the autumn of 2020, when we appeared to be transitioning into a so-called ‘new normal’ of the mid-pandemic. As digital education practitioners, who are also educators, researchers, and also simply as humans and friends living through a global pandemic, we had turned to each other initially for support in terms of work, wellness, and sharing news, information and sense-making, during which we began to consider researching under-examined dimensions of the evolving situation. The experiences and issues we reference are drawn from our own work, as well as from our responses to popular narratives advanced by key voices who have encouraged certain interpretations of the pandemic and its educational effects. Using Schön’s (1983) reflection-in-action lens, we examine these experiences and narratives of pandemic pedagogy through the frame of our multiple identities. In particular, from our perspective as researchers and advocates of open education, we noted calls for openness (such as the use of open educational resources) in response to the online pivot, which did not appear to be cutting through the noise of the sudden deluge of information, advice and broadly negative coverage of online teaching. However, through our reflective narrative and synthesis, we offer an alternative interpretation, which is that openness was nonetheless flourishing, but that the ‘pivot open’ was to practices rather than resources. Open exchange, community building and support amongst educators were apparent in multiple contexts. While pandemic profiteering has highlighted the need for open resources and infrastructures, and we anticipate this case continuing to be made more strongly as we emerge from the emergency, it is the turn to open practices which has met the immediate needs of educators and learners through community, interactions, sharing and care.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it