MétaCan
Menu
Back to cohort
Record W4392885769

Linguistic activism: Why intersectionality matters

2023· preprint· en· W4392885769 on OpenAlexaff
Lovasoa Ramboarisata, Céline Berrier-Lucas, Dimbi Ramonjy

Bibliographic record

VenueHAL (Le Centre pour la Communication Scientifique Directe) · 2023
Typepreprint
Languageen
FieldSocial Sciences
TopicGender Studies in Language
Canadian institutionsUniversité du Québec à Montréal
Fundersnot available
KeywordsIntersectionalityLinguisticsSociologyPolitical scienceGender studiesPhilosophy
DOInot available

Abstract

fetched live from OpenAlex

Our paper discusses why the extant activism against linguistic hegemony has not attained its decolonialisation ambition yet, and how it can be rendered more pluriversal. Within management and its sub-fields (for example, within the CSR subfield, where we conducted our work), discussions about linguistic imperialism have focused on the hegemonic status of the English language (see, e.g., Tietze, 2004; Alves & Pozzebon, 2013; Chanlat, 2015; Blanchet & Berrier-Lucas, 2022), the massive diffusion of the American representation of management (Faria et al., 2010; Alcadipani & Rosa, 2011), and the domination of "concepts, models, and theories originated in the Anglo-Saxon World" (Gantman et al., 2015: 126). Most critics drew explicit attention to the danger of this persistent hegemony, both for scholars on the periphery and for the knowledge itself. They argued that bias towards English and the sidelining of perspectives developed out of the Anglosphere or by non-native English-speakers are conducive to epistemic colonialism (Ibarra-Colado, 2006; Ljosland, 2007), inequalities and exclusions (Tietze & Dick, 2012; Alcadipani & Faria, 2014; Horn, 2017), parochialism (Ventriss et al., 2010; Gantman et al., 2015), lack of diversity and innovation (Battilana et al., 2010; Chanlat, 2014), closure of meaning, dependency, mediocrity, and irrelevance (De Rond & Miller, 2005; Merilänen et al., 2008; Thomas et al., 2009; Alves & Pozzebon, 2013). Some of them accounted for the development of alternatives (Ibarra-Colado et al., 2010; Faria et al., 2010; Alcadipani & Rosa, 2011) or suggested strategies of resistance and disruption (Berry, 2006; Alves & Pozzebon, 2013; Gantman et al., 2015; Sliwa & Johansson, 2015; Blanchet & Berrier-Lucas, 2022). That English is a global lingua franca is undisputedly a fact. However, activists have overlooked: 1) hegemony within subalternised linguistic communities and 2) intersectionality. This paper addresses these issues by focusing on what we have observed from our position as French-speaking CSR scholars. We will first refer to the power relations between Metropolitan France and the other members of the Francophonie, most of whom are on the African continent and in the Caribbean. Drawing from critics of the Françafrique system and the Francophone CSR literature, we highlight how praxis and scholarship in the Francophonie epitomises dependency and mimetism. We then explain that, while doing and publishing research in French is a form of activism, it has not prevented French-speaking CSR scholars from reproducing racial and gender exclusions. We point to the striking absence of inquiry into how linguistic hegemony often operates simultaneously with racial and gender biases and violences. In fact, fields representing such simultaneous oppressions are absent from the Francophone CSR works, including the decolonialised ones. We argue that intersectionality is a relevant perspective that may allow linguistic activists in our subfield and in management in general to enhance pluriversality and more inclusion.

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)0.023
metaresearch head score (Gemma)0.039
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.037
Threshold uncertainty score0.123

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0230.039
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0070.006
Science and technology studies0.0130.047
Scholarly communication0.0340.040
Open science0.0030.039
Research integrity0.0060.008
Insufficient payload (model declined to judge)0.0370.003

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 head0.040
GPT teacher head0.303
Teacher spread0.263 · 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 designNot applicable
Domainnot available
GenreEmpirical

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
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueHAL (Le Centre pour la Communication Scientifique Directe)Same topicGender Studies in LanguageFrench-language works237,207