MétaCan
Menu
Back to cohort
Record W4220684792 · doi:10.33137/utjph.v3i1.37743

Black feminist pedagogy as a tool for inclusive teaching and learning: critical reflections of Black women scholars

2022· article· en· W4220684792 on OpenAlexaff
Tola Mbulaheni, Nakia Lee‐Foon, Falan Bennett, Fiqir Worku, Kimberly Bryce

Bibliographic record

VenueUniversity of Toronto Journal of Public Health · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicFeminist Theory and Gender Studies
Canadian institutionsPublic Health OntarioUniversity of Toronto
Fundersnot available
KeywordsSociologyFeminist pedagogyGender studiesCritical pedagogyPedagogyPoliticsCritical theoryCritical race theoryRacismFeminismEpistemologyPolitical science

Abstract

fetched live from OpenAlex

The global COVID-19 pandemic has led us to this current public health and political moment, bringing widespread attention to social and health inequalities and interconnecting racial discrimination faced by Black communities and other communities of colour. The pandemic has also precipitated a transition of the qualitative methodology classroom from physical to virtual spaces. At this juncture, an opportunity has emerged to amplify critical pedagogies challenging White, Eurocentric, hetero- and cis-normative epistemologies and introduce their practice into the ever-evolving classroom. Rooted within a genealogy of Black women’s political and intellectual activism, Black feminist pedagogy captures their unique intersectional experiences and presents a methodology for teachers and learners alike to promote equity in the classroom and our society. In this presentation, we discuss the ways in which Black feminist pedagogy can support reflection on the inherent relations of power shaping the pedagogical practices and knowledge production of/in the classroom. We hold that Black feminist pedagogy is not simply concerned with the instruction of, for, and about Black women. It additionally puts forth learning strategies informed by Black women’s historical experiences of race, gender, and class discrimination that can support the inclusion of diverse epistemological positionings and meaningfully represent the social and health inequities of marginalized communities. We affirm that a ‘standpoint epistemology' is foundational to Black feminist pedagogy and that those who experience marginalization are best positioned to make claims about its meanings and impacts. The presenters draw from their epistemological standpoint as Black women, graduate and postdoctoral scholars, and Black feminist thinkers. We center our own experiential knowledge as learners and teachers to reflect on the value of Black feminist pedagogy. A major learning from our experiences in this current moment has compelled us to advocate for integrating a critical reflexivity process. This process is undertaken by teachers and learners to assess how knowledge is being produced, legitimized and/or erased as a counter to the social and institutional power and authority constituting the classroom. We also discuss considerations for teaching theoretical and methodological approaches to intersecting oppressions as elemental to Black women’s experience and a cornerstone of Black feminist pedagogy. An intersectional approach supports us to take stock of the interlocking stigmas shaping health inequalities, ontologically and epistemologically (re)position the multiply marginalized communities they impact, and take up theories, methods, and practices that better align with our experiences. Intersectionality will be used to exemplify tensions as a ‘travelling theory’ and its strengths when rooted in a Black feminist pedagogy. At a time where Black feminist thought is at the forefront of public consciousness, we emphasize the dangers of taking up this tradition through white and patriarchal logics and pedagogies. As we rework the notion and formations of ‘the classroom’ in this current moment, it is important to not only recognize it as a place of intellectual advancement but also as a historical site of colonial, racial, and epistemic violence. Black feminist pedagogy holds that the experiential knowledge of racialized communities uniquely positions them for the teaching of ontologies and epistemologies characterizing their social realties and the methodological approaches employed to interpret them. To this end, redressing academic violence unequivocally requires the meaningful engagement and inclusion of Black (feminist) scholars in academic institutions and actively creating an environment that supports this pedagogical practice as an ethic and praxis towards decolonizing the classroom and qualitative health research more broadly. In this presentation, we aim to represent Black feminist thinking as a pedagogical tool to emphasize the intellectual, experiential, and cultural contributions of Black scholars to knowledge production and to help practitioners meaningfully approach teaching-learning and conducting qualitative health research in a (post-)COVID-19 reality.

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)0.027
metaresearch head score (Gemma)0.019
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.040
Threshold uncertainty score0.141

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0270.019
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.001
Science and technology studies0.0400.058
Scholarly communication0.0160.012
Open science0.0030.018
Research integrity0.0060.013
Insufficient payload (model declined to judge)0.0040.001

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 head0.052
GPT teacher head0.397
Teacher spread0.344 · 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 designQualitative
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

Citations2
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueUniversity of Toronto Journal of Public HealthSame topicFeminist Theory and Gender StudiesFrench-language works237,207