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Record W4414543935 · doi:10.1080/17447143.2025.2563215

Digital empowering positivity: Syrian women's counter-discourse for resistance and healing

2025· article· en· W4414543935 on OpenAlex
Katty Alhayek

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

VenueJournal of Multicultural Discourses · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicJewish and Middle Eastern Studies
Canadian institutionsToronto Metropolitan University
FundersUniversity of Massachusetts Amherst
KeywordsAgency (philosophy)EmpowermentResistance (ecology)NegotiationDigital mediaPower (physics)EthnographyThematic analysisDiscourse analysis

Abstract

fetched live from OpenAlex

In recent decades, global development agencies and popular media have co-opted the language of women's empowerment. This article explores how displaced Syrian women from the Global South negotiate and reclaim empowerment through digital media practices in their everyday lives. Based on fieldwork conducted between 2018 and 2021, it draws on 23 interviews with women displaced by the 2011 Syrian uprising-turned-war. The analysis uses a Cultural Discourse Studies (CDS) framework, which emphasizes the agency of marginalized communities in crafting empowering discourses, alongside thematic analysis of participants' perspectives on empowerment, agency, and representation. Findings reveal how Syrian women exercise agency by creating safer, women-only digital spaces that respond to social, political, and material constraints. Within these spaces, they co-construct a counter-discourse I term ‘digital empowering positivity’. This became a survival strategy against the negativity engendered by intersecting oppressions – war, displacement, racism, misogyny, and other forms of marginalization. These discursive practices fostered collective healing and solidarity, resisting exclusionary voices from dominant groups. This study amplifies the voices and experiences of displaced women from the Global South, highlighting their use of digital media to challenge power structures and represent their own values and interests.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.514
Threshold uncertainty score0.391

Codex and Gemma teacher scores by category

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

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 head0.016
GPT teacher head0.345
Teacher spread0.329 · 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