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Record W4407044987 · doi:10.1002/wcc.932

Public Communication of Climate and Justice: A Scoping Review

2025· review· en· W4407044987 on OpenAlexaff
Robin Tschötschel, Emily Diamond, Shannon Howley, Brenda McNally, Hanna E. Morris, Kelly E. Perry, Marthe Elden Wilhelmsen

Bibliographic record

VenueWiley Interdisciplinary Reviews Climate Change · 2025
Typereview
Languageen
FieldSocial Sciences
TopicClimate Change Communication and Perception
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsClimate justiceEconomic JusticePublic healthClimate changePolitical scienceGeographyEnvironmental justiceSociologyEnvironmental planningPublic relationsEcologyMedicineLawBiology

Abstract

fetched live from OpenAlex

ABSTRACT The intersection of public communication, climate change, and justice constitutes a nascent but growing interdisciplinary field of vital importance as climate change, driven largely by consumption patterns in high‐income counties, disproportionately affects communities with limited adaptive capacity, raising profound justice concerns. This scoping review delves into the emerging domain of public communication regarding climate and justice and seeks to provide a comprehensive overview that may help guide future research. It maps the landscape of existing peer‐reviewed journal scholarship, identifying trends and gaps across disciplines such as communication, energy politics, and urban planning. Following a birds‐eye quantitative analysis of English peer‐reviewed journal articles in the field ( N = 250 studies), six thematic areas are scrutinized in‐depth: (1) activism and protest, (2) journalism and news media, (3) international negotiations, national policy, and local engagement, (4) art and cultural production, (5) climate obstruction and delay, and (6) communication effects on attitudes and behaviors. The review reveals, inter alia, a predominance of research originating from, and case studies focused on high‐income countries, a strong reliance on qualitative methods, and a tendency to conceive of justice in terms of distributive rather than procedural or representational questions. In the authors' view, the review indicates a need for comparative research, quantitative studies, and a broader inclusion of perspectives from regions disproportionately affected by climate change—particularly from low‐ and middle‐income countries. The authors call for a concerted effort to bridge the gap between activism and communication by emphasizing the critical role of justice‐oriented communication in fostering a fair and rapid transition to a sustainable future.

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)0.022
metaresearch head score (Gemma)0.121
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.025
Threshold uncertainty score0.117

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0220.121
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0040.004
Bibliometrics0.0250.023
Science and technology studies0.0020.002
Scholarly communication0.0070.006
Open science0.0020.004
Research integrity0.0040.003
Insufficient payload (model declined to judge)0.0050.001

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 head0.678
GPT teacher head0.563
Teacher spread0.115 · 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 designSystematic review
Domainnot available
GenreReview

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

Citations3
Published2025
Admission routes1
Has abstractyes

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