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Record W4214872067 · doi:10.1177/00187267221087593

Narratives of workplace resistance: Reframing Saudi women in leadership

2022· article· en· W4214872067 on OpenAlex

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

VenueHuman Relations · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicSocioeconomic Development in MENA
Canadian institutionsSaint Mary's University
Fundersnot available
KeywordsCognitive reframingResistance (ecology)SituatedAgency (philosophy)SociologyNarrativeGender studiesScholarshipNegotiationPower (physics)EmpowermentPublic relationsPolitical scienceSocial psychologySocial sciencePsychology

Abstract

fetched live from OpenAlex

Despite considerable social, economic, and organizational advancements that Saudi women have achieved in the past two decades, research on Saudi women in leadership continues to focus on the structural, organizational, and societal challenges the women face. Often missing from analyses are the micro ways in which the women resist and negotiate with/against organizational challenges. Using a postcolonial feminist lens, we asked: how do Saudi women leaders resist power in the workplace? This question was posed to reinsert the value of Saudi women within organizational narratives, generate deeper understanding of a marginalized group of women, and understand resistance as located within socio-political-ethical structures. Our contributions are threefold: (1) this study advances the literature on Saudi women in organizations by focusing on resistance as a point of entry and analysis; (2) we add a less antagonistic relationship between power/resistance, and reconceptualize agency/resistance as one inclusive of subtle and individual forms of resistance, and one that moves beyond the limits of the liberal imaginary; (3) our study also adds to the burgeoning scholarship on workplace resistance in non-Western contexts, which advocates for situated knowledge and the decolonization of management.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.111
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0040.000

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 head0.068
GPT teacher head0.321
Teacher spread0.253 · 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