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Record W3176394918 · doi:10.1111/nup.12361

A philosophical analysis of anti‐intellectualism in nursing: Newman’s view of a university education

2021· article· en· W3176394918 on OpenAlexaffabout
Louise Racine, Helen Vandenberg

Bibliographic record

VenueNursing Philosophy · 2021
Typearticle
Languageen
FieldNursing
TopicNursing Education, Practice, and Leadership
Canadian institutionsUniversity of Saskatchewan
Fundersnot available
KeywordsIntellectualismSociologyCurriculumNurse educationNursingPedagogyMedicinePolitical scienceLaw

Abstract

fetched live from OpenAlex

Canadian and international nursing educators are increasingly concerned with the quality of university nursing education. Contemporary nursing education is fraught by a growing anti-intellectualism coupled with the dominance of neoliberalism and corporate university business culture. Amid these challenges, nursing schools must prepare nurses to provide care in an era compounded by social and health inequities. The purpose of this paper was to explore the philosophical and contextual factors influencing anti-intellectualism in nursing education. We use John Henry Newman's view of the purpose of a university education as a heuristic perspective to examine anti-intellectualism in nursing. We contend that the ideological worship of technological advances, a culture of consumerism, quality improvement and risk management, the primacy of doing over thinking, competency-based curricula and business models rooted in neoliberal financial policies reinforce anti-intellectualism in nursing. Anti-intellectualism is a complex issue to address within the corporate university culture. We propose multiple strategies at the disciplinary, university and sociopolitical levels to decrease anti-intellectualism. Counteracting anti-intellectualism requires critical thinking, praxis and emancipation. Nurses should critically examine this anti-intellectual trend as it limits the advancement of the discipline and marginalizes its contributions within the academy. If nurses do not address this challenge, the survival of nursing as an academic discipline may be jeopardized.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.250
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.005
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.045
GPT teacher head0.337
Teacher spread0.292 · 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 designTheoretical or conceptual
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

Citations9
Published2021
Admission routes2
Has abstractyes

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