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Record W4408359555 · doi:10.37119/ojs2025.v30i1.758

Teacher Perceptions of Education for Sustainable Development Teaching: Before and During the COVID-19 Pandemic

2025· article· en· W4408359555 on OpenAlexaffvenue
Michael Link, Will Burton

Bibliographic record

Venuein education · 2025
Typearticle
Languageen
FieldEnvironmental Science
TopicEnvironmental Education and Sustainability
Canadian institutionsUniversity of Winnipeg
Fundersnot available
KeywordsPandemicCoronavirus disease 2019 (COVID-19)2019-20 coronavirus outbreakSevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2)PerceptionSustainable developmentPsychologyMedical educationPolitical scienceVirologyMedicineOutbreakInfectious disease (medical specialty)

Abstract

fetched live from OpenAlex

This paper examines teachers' perceptions of Education for Sustainable Development regarding their practice before and during the COVID-19 pandemic. The study analyzes approaches to teaching Education for Sustainable Development and barriers faced. While teachers reported shifts in what was taught and how it was taught during the pandemic, most respondents remained committed to the core values of teaching Education for Sustainable Development. Barriers described by teachers before the pandemic included a lack of resources, time, and support, and barriers during the pandemic included a shifting and uncertain teaching environment burdened by video calls during lockdown periods and efforts to keep students safe during in-person teaching. Teacher insights included: spending regular time outdoors and framing the community as a classroom is a benefit for the health of students and their education; learning is inherently more powerful and productive when done socially; and teaching with technology has benefits but should not be the sole medium in which learning occurs. The aspects of school that were taken for granted and that were greatly diminished during the pandemic, social learning, guest speakers, field trips, and a predictable learning environment, were also those elements that were reported as being at the forefront of teachers’ plans for their students when the pandemic ended. This research may benefit teachers, school leaders, policymakers interested in Education for Sustainable Development, and scholars planning future research. Keywords: teacher perceptions, Education for Sustainable Development, COVID-19

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)0.005
metaresearch head score (Gemma)0.014
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.020
Threshold uncertainty score0.040

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.014
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0040.003
Scholarly communication0.0020.002
Open science0.0000.002
Research integrity0.0010.003
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 head0.009
GPT teacher head0.309
Teacher spread0.301 · 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 designObservational
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

Citations0
Published2025
Admission routes2
Has abstractyes

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