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Record W4323075494 · doi:10.1177/00345237231160090

“We’re fighting for our lives”: Centering affective, collective and systemic approaches to climate justice education as a youth mental health imperative

2023· article· en· W4323075494 on OpenAlexaffabout
Maria Vamvalis

Bibliographic record

VenueResearch in Education · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicYouth Development and Social Support
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsClimate justiceInjusticeMental healthContext (archaeology)SociologyEnvironmental ethicsYouth studiesEconomic JusticePublic relationsSocial psychologyPolitical sciencePsychologyClimate changeGender studiesEcology

Abstract

fetched live from OpenAlex

Young people’s ongoing, necessary confrontation with painful and distressing realities exacerbated by ecological precarity in diverse contexts has profound implications for formal education systems. Additionally, educational policy in many contexts has been slow to respond to the urgency of addressing climate change, nor has most policy robustly conceptualized a vision for climate justice education. Centering the voices of three young climate justice activists (ages 16–20) in Canada through a qualitative study, this paper explores possible educational responses that recognize the embodied consequences of climate injustice and inaction on youth mental health and well-being. Through their encounters with activism in collective, justice-centered movements, these young people articulate how their commitments to creating more life-affirming and equitable realities by challenging current economic and political structures and discourses are integral dimensions of their efforts to be and feel well (hopeful and purposeful) in a context of pronounced uncertainty and distress. Despite these possibilities, youth participants describe the overwhelming and complex emotions they are grappling with as they face dispiriting projections for the future. These growing challenges are an opportunity to reconsider common “apolitical” and individualized approaches to citizenship, climate and environmental education. Findings suggest that supporting youth to act thoughtfully and impactfully in transforming cultural, economic and political structures and systems that reproduce harm can be a way to nurture meaning, purpose and hope. Additionally, youth participants advocate for integrating robust resources and support within formal education institutions to assist in collectively processing the emotional and psychological impacts of climate injustice. At the same time, findings suggest that the participating youth did not yet integrate conceptions of ecological interrelationship or interconnection in their approaches, offering possible avenues for further pedagogical development.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.008
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.165
Threshold uncertainty score0.328

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0240.027
Scholarly communication0.0110.006
Open science0.0020.012
Research integrity0.0020.007
Insufficient payload (model declined to judge)0.0020.000

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.

Opus teacher head0.284
GPT teacher head0.482
Teacher spread0.198 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations39
Published2023
Admission routes2
Has abstractyes

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