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Record W2954099589 · doi:10.7202/1071417ar

The Inadequacies of Assigning “My Philosophy of Education” Statements in Teacher Education Courses

2020· article· en· W2954099589 on OpenAlexaffvenue
Colin Bakker, Kate Dubensky, Lyndze Caroline Harvey, Graham P. McDonough

Bibliographic record

VenuePhilosophical Inquiry in Education · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicEducation and Critical Thinking Development
Canadian institutionsUniversity of Victoria
Fundersnot available
KeywordsPhilosophy of educationArgument (complex analysis)EpistemologyContext (archaeology)Teacher educationPedagogySociologyRelativismTheme (computing)Status quoHigher educationPolitical sciencePhilosophyLawComputer science

Abstract

fetched live from OpenAlex

In teacher education programs, there is a prevalent belief that having teacher candidates compose personalized ‘my philosophy of education’ (MPE) statements is a valuable exercise that prepares them for the teaching profession. This paper argues that the prevailing intentions for, and common practice of, assigning these MPE statements to teacher candidates are problematic because they distort both the discipline of philosophy and the purpose of philosophy of education courses. The argument’s first section situates the practice of assigning MPE statements within the context of teacher education programs’ strong commitments to social constructivism and the reflective practitioner, and relates the problems associated with those commitments. It then reviews literature that describes the common properties and practices of assigning MPE statements. The second and third sections then develop the arguments that MPEs rely on and reinforce distortions of philosophy as a discipline and misconceptions about the purposes of philosophy of education courses in teacher education programs. Those two arguments share a theme that MPE statements reduce philosophy and philosophizing about education to declaring and clarifying an unexamined personal commitment, and hence drift toward enabling relativism. Finally, the conclusion relates how, in conjunction with those distortions, the use of MPE statements has acquired the function of certifying a teacher’s suitability to fit within the status quo. This situation, it claims, unfortunately distracts candidates and others in the teaching profession from developing their critical philosophical skills in responding to the epistemic, moral, and political realities of education and schooling.

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)0.088
metaresearch head score (Gemma)0.204
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.993
Threshold uncertainty score0.465

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0880.204
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0040.004
Science and technology studies0.0070.035
Scholarly communication0.0110.012
Open science0.0040.012
Research integrity0.0030.014
Insufficient payload (model declined to judge)0.0020.001

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 head0.112
GPT teacher head0.433
Teacher spread0.321 · 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.

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

Citations3
Published2020
Admission routes2
Has abstractyes

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