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Record W1557823848

The Evaluation of University Teaching: Exploring the Question of Resistance

2000· article· en· W1557823848 on OpenAlexvenueno aff
Jamie-Lynn Magnusson

Bibliographic record

VenueResources for feminist research · 2000
Typearticle
Languageen
FieldSocial Sciences
TopicStudent Assessment and Feedback
Canadian institutionsnot available
Fundersnot available
KeywordsIdeologyResistance (ecology)HumanitiesSociologyContext (archaeology)CurriculumPoliticsDocumentationPedagogyPolitical sciencePhilosophyLaw
DOInot available

Abstract

fetched live from OpenAlex

The evaluation of university teaching has many political and ideological dimensions that have not been sufficiently explored in the literature dealing with evaluation practice. The problem I raise in this paper concerns how students can use the evaluation process as an expression of resistance to curricula that challenges them. I focus primarily on the question of student resistance within the context of evaluation. However, this resistance is only one small aspect of a larger question of institutional resistance that is manifest in multifarious ways within academic culture. L'evaluation de l'enseignement universitaire porte de nombreux aspects politiques et idiologiques qui demandent a etre examines davantage dans la documentation portee sur la pratique de l'evaluation. Le probleme que je souleve dans cet article est le suivant, a savoir comment les etudiant(e)s peuvent utiliser le processus d'evaluation comme expression de resistence aux curricula qui les provoquent. Je porte surtout attention a la question de la resistance estudiantine dans le contexte de l'evaluation. Cette resistance ne constitue, cependant, qu'un infime aspect de la question beaucoup plus eten-due de la resistance institutionnelle qui s'exprime de facon multiple au sein de la culture universitaire. The evaluation of university teaching has many political and ideological dimensions that have not been sufficiently explored in the literature dealing with evaluation practice. The problem I raise in this paper concerns how students can use the evaluation process as an expression of resistance to curricula that challenges them. In my faculty development practice, I found instances of this type of resistance in courses that challenged dominant paradigms and ideologies: courses dealing with feminist issues, anti-racist issues, and issues of sexuality, for example. the student evaluation of teaching literature does not deal with this topic, the question of student resistance has been explored quite extensively in the critical pedagogy literature (e.g., Hoodfar, 1992; Manicom, 1992; Ng, 1993; Simon, 1992). This literature attests to the frequency with which university professors who teach against the grain (to appropriate Simon's (1992) term) have to endure stressful circumstances in their academic environment as a result of hostile reactions toward the course material. Various writers point out that in addition to the professor, other students may become the object of hostility. Moreover, this type of resistance may be implicitly or even explicitly supported within departmental power structures and departmental culture. The following quotes from articles published in peer-reviewed journals illustrate how resistance is enacted in the Although anger aroused by curriculum in women's studies is a response familiar to me as a feminist, my most difficult and worrisome moments as a feminist teacher concern the anger that comes from the classroom -- including teacher/student and student/student dynamics -- rather than from the course content. In the extreme, this anger lead to an encounter during which unbridled emotion on the part of a handful of students threatened to create divisions within the class difficult to remedy through appeals to 'reason'. As we shall see, I do not view this anger as a problem to be resolved simply through 'proper' technique or teaching method. Rather, I view it as arising from contradictions inherent in the endeavor to bring feminism into the classroom. (Currie, 1992, pp. 342) In discussing male resistance to feminist material Orr (1993) writes: Many male students drop out in the early weeks of the course, and among those who remain there is a contingent clearly hostile to the course for sexist reasons. This hostility manifested in a variety of ways, ranging from sulky silence in class and/or poor attendance; to a superficial 'going along with it,' 'saying what the prof wants to hear', to overt anger exhibited in sexist comments, put-downs of women students, and attempts, all too often successful, to silence them. …

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)0.103
metaresearch head score (Gemma)0.163
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: Evaluation · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.897
Threshold uncertainty score0.547

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.1030.163
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0050.003
Science and technology studies0.0100.066
Scholarly communication0.0300.022
Open science0.0030.015
Research integrity0.0080.009
Insufficient payload (model declined to judge)0.0030.001

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 head0.203
GPT teacher head0.471
Teacher spread0.268 · 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
DomainEvaluation
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

Citations12
Published2000
Admission routes1
Has abstractyes

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