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Record W3124196053 · doi:10.1080/02255189.2020.1862071

Global citizenship amid COVID-19: why climate change and a pandemic spell the end of international experiential learning

2021· article· en· W3124196053 on OpenAlexaffvenue
Robert Huish

Bibliographic record

VenueCanadian Journal of Development Studies/Revue canadienne d études du développement · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicTourism, Volunteerism, and Development
Canadian institutionsDalhousie University
Fundersnot available
KeywordsGlobal citizenshipPolitical sciencePoliticsExperiential learningCitizenshipGlobal politicsSociologyPublic relationsLaw

Abstract

fetched live from OpenAlex

The September 2019 Global Climate Strikes witnessed hundreds of thousands of students express forms of global citizenship through street-level environmental activism. These strikes were led, and motivated, by youth who chose to strike from class in order to send a message to world leaders. It was an enormous occupation of public space and public imagination that encouraged schools to cancel classes for students to go outside to engage in street-level politics. Five months later, everyone was told to stay at home. COVID-19 ordinances effectively made many normal activities suddenly illegal, including the sort of activism that engaged youth around the world only months before. This article explores how the Global Climate Strikes and the COVID-19 pandemic will be important moments to advance the concept of global citizenship education within International Development Studies, and especially around the place of international experiential learning in the discipline. Studying, and volunteering abroad, has been long encouraged in International Development Studies (IDS), but with a global youth movement encouraging less carbon-based travel, more street-level activism and a pandemic demanding more digital learning, how will International Development Studies programmes respond? The author argues that International Development Studies can adapt to these events through “Anthropocene Activism”, a term used to depict global connectedness and consciousness for change-making politics. IDS programmes will need to focus curriculum on inclusive postcolonial pedagogy including land-based pedagogy, foster skills of intercultural communication and encourage change-making politics, even if it means expressing it indoors and online. Climate change and COVID-19 are global problems that will require a global citizenship education that goes far beyond experiential learning through service-learning, and instead recognise that meaning can be made out of our current global challenges, including through Anthropocene Activism.

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)0.009
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.016
Threshold uncertainty score0.045

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0080.024
Scholarly communication0.0160.013
Open science0.0020.014
Research integrity0.0050.009
Insufficient payload (model declined to judge)0.0070.001

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 head0.086
GPT teacher head0.301
Teacher spread0.215 · 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 designNot applicable
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

Citations19
Published2021
Admission routes2
Has abstractyes

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Same venueCanadian Journal of Development Studies/Revue canadienne d études du développementSame topicTourism, Volunteerism, and DevelopmentFrench-language works237,207