Transformative learning at the community-university-land interface: A political ecology of knowledge, education and health
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
As awareness grows of the catastrophic implications of global environmental change, multiple scholarly fields addressing health-environment relationships have advocated 'transformative' educational strategies. Holistic Indigenous health-environment models inspire and inform many such efforts, but related land-based learning initiatives involving universities are often impeded by the competitive processes of academia. In this article we report on a community-university partnership – Pedagogy for the Anthropocene (P4A) – aimed at developing transformative educational responses to pressing global crises, inspired by land-based approaches. We integrate political ecologies of health, education, and knowledge to understand the troubled production of pedagogical knowledge in P4A, participant experiences in the resulting educational programs and the role of health and bodies in both. We first trace the production of knowledge as shaped by macroscopic and localized institutional forces; organizational and occupational dynamics; interacting knowledges and individuals; and material factors. Next, we explore participant experiences in the resulting educational programming. In both steps, affect-laden bodies of academics, trainees and community members reveal entanglements with human communities and more-than-human elements, shaped in variable ways by institutional forces such as settler colonialism and university neoliberalization. One key finding involves the role of universities in relation to land dispossession at home and abroad; another includes the challenges of pursuing transformational community-university research within contemporary universities. Tracing such entanglements yields implications for future land-based learning efforts in university settings, and broader praxis for environmental justice in the shadow of higher education's complicity with settler colonialism and globally extractive neoliberal capitalism.
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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 | 0.001 | 0.000 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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