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Record W4413103457 · doi:10.55016/ojs/tsw.v3i1.80039

Covert forms of resistance: Reimagining feminist social work praxis in an increasingly neoliberal world

2025· article· en· W4413103457 on OpenAlexaff
Alexe Bernier, Maddie Brockbank, Rochelle Maurice

Bibliographic record

VenueTransformative Social Work · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Work Education and Practice
Canadian institutionsMcMaster University
Fundersnot available
KeywordsPraxisCovertResistance (ecology)SociologyGender studiesNeoliberalism (international relations)Work (physics)Political scienceSocial scienceEngineeringLawPhilosophy

Abstract

fetched live from OpenAlex

Social work as a profession has long claimed its roots in and orientations towards social justice. The realities of enacting social justice as a social worker, however, have proven to be more complex than what is typically taught in social work education programs. Neoliberal ideology has so pervasively impacted social work praxis that many burgeoning social workers often face disillusionment, discouragement, and discomfort when settling into the profession. While social workers enter the field emboldened to create meaningful social change, they encounter barriers characteristic of neoliberalism such as managerialism, professionalization, and bureaucracy. As doctoral social work students who have learned, practiced, and taught social work, we have experienced this phenomenon firsthand. In this article, we reflect upon and work to make sense of these experiences, which we frame as a “cruel optimism” of social work, or the “condition of possibility whose realization is discovered either to be impossible, sheer fantasy” (Berlant, 2011, p. 24). Through engaging in a critically reflexive conversational methodology, we consider the breakdown between the social justice theory that students are often taught and the realities of practice that social workers face in the field, as illustrated by three vignettes. This is rooted in particular analysis of feminist social work praxis, of which all the authors subscribe. We then reimagine new ways to practice feminist social work in the neoliberal landscape, including specific recommendations for how to engage in covert forms of resistance as we collectively repoliticize social work praxis.

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 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 categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.829
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.010
Science and technology studies0.0040.001
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.028
GPT teacher head0.367
Teacher spread0.339 · 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 teacher head, not a consensus.

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

Citations0
Published2025
Admission routes1
Has abstractyes

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