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The Visual as Verb: Toward a Praxis of Critical Seeing in Education

2025· book-chapter· W4417104328 on OpenAlexaff
Joseph Dzavo, Blessing Dzavo

Bibliographic record

Venuenot available
Typebook-chapter
Language
FieldSocial Sciences
TopicPublic Spaces through Art
Canadian institutionsEducation and Early Childhood Development
Fundersnot available
KeywordsGraffitiPraxisNarrativeCritical consciousnessCritical literacyCritical pedagogyNormativeVisual literacy

Abstract

fetched live from OpenAlex

Graffiti presents an opportunity to bridge critical pedagogy in education. In this context, graffiti images serve as tools for critical seeing, specifically for analysing, critiquing, and interpreting volumes of untapped and embedded communication. Graffiti has always served as a language and a medium for expressing emotions in various states, whether joyful or sorrowful. A single graffiti image can convey thousands of messages or interpretations to different viewers. The visual critical pedagogy prompted by graffiti should encourage students to engage with their environment through a critical and reflective lens, unmasking normative narratives and fostering a deeper understanding of pressing social issues. Consequently, the prevailing narrative that views graffiti as mere vandalism or rebellion necessitates a shift in perspective. This shift promotes a heightened societal consciousness, which is essential for achieving social justice and fostering critical dialogue within the community. This chapter, therefore, guided by the theories of Paulo Freire and Bell Hooks, aims to reconceptualise visual literacy as an action-oriented, justice-focused practice, where to “see” is to engage, disrupt, and co-create meaning. Additionally, it seeks to articulate a visual pedagogy rooted in activism, consciousness, and student agency. Freire advocates for problem-solving education, in which learners are actively involved in critiquing the status quo. Similarly, Hooks, building on Freire's work, emphasises the importance of social justice while encouraging challenges to oppressive systems. She champions critical consciousness in students, enabling them to understand their environments and offer solutions to the issues they face. Drawing on existing literature, the chapter employs a qualitative desktop study methodology to explore the following key components: Bridging critical pedagogy (Freire, Hooks) with visual studies; “Critical seeing” as a praxis: decoding, situating, and responding to visual messages; Graffiti as a visual language that teaches students to interrogate images of power; and classroom practices that treat the visual not as an illustration but as an argument. The chapter concluded that graffiti offers valuable opportunities for critical pedagogy in education through observation, analysis, and the construction of logical arguments that educators can utilise. In addition, it encourages students to critically and reflectively interact with their environment, fostering a better understanding of society and community issues. Incorporating graffiti into mainstream education can help shift perceptions from vandalism to an educational resource. This chapter, therefore, recommends the inclusion of graffiti as a fundamental part of school programmes. It also proposes empowerment of educators to effectively guide students in the proper and responsible use and appreciation of graffiti. Lastly, policymakers are recommended to develop policies that guide the implementation of graffiti in schools.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.836
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.002
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.021
GPT teacher head0.387
Teacher spread0.365 · 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 teacher head, not a consensus.

Study designTheoretical or conceptual
Domainnot available
GenreOther

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 routes1
Has abstractyes

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