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Record W7116293957 · doi:10.25071/1918-6215.39789

From Stigma to Strength: Understanding Psycho-Emotional Disablism and the Transformative Potential of Learning Disabilities

2025· article· W7116293957 on OpenAlex
Emma Peddigrew

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueCritical Disability Discourses · 2025
Typearticle
Language
FieldSocial Sciences
TopicDisability Rights and Representation
Canadian institutionsBrock University
Fundersnot available
KeywordsTransformative learningLearning disabilityConversationScholarshipStigma (botany)Disability studiesCognitionSocial model of disabilityCognitive reframing

Abstract

fetched live from OpenAlex

This paper argues for reconceptualizing learning disabilities (LDs) as a natural part of human variation rather than a deficit, advancing the conversation about LDs within Critical Disability Studies (CDS) and the social-relational model (SRM). While much critical scholarship has focused on defining LDs and addressing their structural (e.g., educational barriers, access to resources) and neurological (e.g., cognitive processing differences) factors, less attention has been paid to the psychological impact of disablism. This paper addresses this gap by exploring the concept of psycho-emotional disablism, which highlights how societal attitudes and ableist structures create internalized stigma, anxiety, and emotional challenges for individuals with LDs. However, the most instrumental piece of this research is understanding how disability can be understood as part of what it means to be human. Drawing on positive psychology and the neurodiversity paradigm, this paper argues for the transformative potential of recognizing the strengths and perspectives associated with LDs, including innovation, adaptability, and nonlinear thinking. By situating LDs within a broader framework of diversity, this research aims to challenge deficit-oriented views of disability and advocate for systemic and relational approaches that promote well-being and empowerment. Keywords: Learning disabilities, psycho-emotional disability, critical disability studies, social-relational, strengths-based framework.

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.

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)0.008
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.401
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0020.049
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0000.001
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 head0.038
GPT teacher head0.377
Teacher spread0.339 · 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