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Record W3025025129 · doi:10.1108/md-02-2019-0264

Intersectionality as a matter of time

2020· article· en· W3025025129 on OpenAlex
Kerry Hendricks, Nick Deal, Albert J. Mills, Jean Helms Mills

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

VenueManagement Decision · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicGender Diversity and Inequality
Canadian institutionsSaint Mary's UniversityFanshawe College
Fundersnot available
KeywordsIntersectionalityNexus (standard)SociologyNarrativeDiversity (politics)HistoriographyComparative historical researchScholarshipOrganization studiesGender studiesPublic relationsLawSocial scienceEpistemologyPolitical scienceAnthropology

Abstract

fetched live from OpenAlex

Purpose The purpose of this study is to draw attention to the heuristic value of intersectionality by historicizing it as a framework appropriate for the use of studying discrimination and discriminatory practices in organizations over time. Design/methodology/approach Utilizing a fusion between amodernist historiography vis-à-vis the nascent ANTi-History approach and intersectional complexity, the authors draw upon historical narratives from archival materials British Airways to empirically examine the utility of, and turn to, intersectional history in historical organization studies. Findings Analysis of archival materials and commissioned corporate histories revealed subjectivities of socially constructing historicized intersectional identities. This suggests that certain identities have been and continue to “enjoy” privilege while others are marginalized and/or neglected through serial interconnected historical meanings. These processes of privileging and marginalization rely on the way a nexus of meaning is configured. Research limitations/implications The research process relied and is dependent on limited archival materials within a single organization (British Airways) and industry (civil aviation). The critique herein should not be misinterpreted as judgment of the airline itself as an exemplar of discriminatory practices but rather for its longevity as an ongoing concern; its rich, colonialist history within the United Kingdom and accessibility of data. Archival traces are housed within a semi-public corporate archive which means those traces available for study have been professional and rhetorically curated. Practical implications From the perspective of workplace diversity, our aim has been to reveal to diversity professionals and activists not only the role of history in shaping discrimination but also, in particular, to be alert to the processes whereby the production of knowledge of the past takes place. The authors hope also to have drawn attention to the power of organizations in the generation of discriminatory historical accounts and the need to further explore how such accounts are produced as knowledge of the past. Finally, the authors introduce the notion of “nexus of meaning” to suggest that in the complexity of intersectionality, the authors need to explore not only how people experience different and combined forms of discrimination but also how those experiences are shaped in a complex series of meaning that owe much to past experiences. Social implications The research directs attention to the nexus of meaning that constitute intersecting identities. Originality/value The research attempts to historicize intersectionality as a qualitative framework worthy of consideration in management and organization studies. From the perspective of studying discrimination in organizational life, the aim of this paper is to bring forward the role history plays in shaping discrimination as well as the processes whereby the production of knowledge of the past takes place. Attention is also drawn to the power of organizations in the generation of discriminatory historical accounts and the need to further explore how such accounts are produced. This study introduces the nexus of meaning analytic that understands how the experiences of different and combined forms of discrimination are shaped by meanings of the past.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.591
Threshold uncertainty score0.997

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 studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0070.003

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 head0.086
GPT teacher head0.310
Teacher spread0.224 · 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