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Record W28083340

Denied Access: The Focus on Medicalized Support Services and "Depressed" Women Students in the Corporate University

2010· article· en· W28083340 on OpenAlex
Marilee Reimer, Melanie Ste-Marie

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueResources for feminist research · 2010
Typearticle
Languageen
FieldPsychology
TopicMentoring and Academic Development
Canadian institutionsnot available
Fundersnot available
KeywordsMarketizationHigher educationRestructuringSociologyMental healthPublic relationsPolitical scienceEconomic growthBusinessPsychologyEconomicsFinance
DOInot available

Abstract

fetched live from OpenAlex

This institutional ethnography focuses on the processes in which female university students are diagnosed as depressed and treated in the corporate university, and on how the biomedical discourse affects the organization of support services for women who are first generation students in their transition from university to careers at two New Brunswick universities, I. Introduction This institutional ethnography focuses on how university health and counselling services orient to the mental health needs of first generation women students in two specific New Brunswick universities. This is part of a larger project, The University to Work Transition: What is Going On at University for Young Women In New Brunswick?, on transition to careers for women students who are the first generation to attend university. (1) As universities move along the continuum of privatization and marketization, their institutional support services, such as Counselling Services and Student Health, have a major impact on low income and first generation women students' access to education and careers (Reimer and Mueller, 2006). Where university restructuring embodies the new commercial outlook in education, a shift occurs in university operation from a professional model to a business model. As such, the focus is increasingly on capitalizing on research as an investment, seeking profit from its ventures and forming partnerships with corporations through equity financing and licensing (Tudiver, 1999, p. 5). Federal funding cuts to core educational funding in the last decade have reduced per capita university funding by 17 percent and operating expenses by 7 percent (Drakich, Grant and Stewart, 2002, pp. 261-299). In direct connection with this, universities in general have experienced the introduction of market ideology and accountability structures and the concomitant hiring freezes, budget cutbacks and tuition increases. Within such a context, we see a dominant discourse portraying the student as an autonomous consumer, suggesting that as payee of higher tuitions, the student should be treated as a consumer with the accompanying rights (Brule, 2004). Yet, feminist, anti-racist and critical pedagogies are severely constrained within a curriculum that is becoming more generic, de-politicized and market oriented (Brule, 2004, pp. 259-260). Curriculum constraints are but one feature of the conservatism that becomes more pervasive in a period of economic retrenchment, as an official emphasis on equity and pro-active policies in relation to disadvantaged groups on university campuses recedes (Agocs et al., 2004). Petitpas-Taylor (2007) argues that the chilly climate for women is evident in the classroom environment of universities in 2007, citing everything from everyday sexist stereotypes to the neglect of women in the curriculum and from sexual harassment and dismissive attitudes towards family responsibilities to less supervisor interest in research topics at the graduate level. While women have become the numerical majority, at 58 percent of undergraduates (Statistics Canada, 2008), in a more market-driven system women students may find that resources they need to succeed in careers are not as accessible (Stocker & Prentice, 1998). The impact of market-driven priorities is acutely felt by one of the more vulnerable groups: women students who are among the first generation in their families to attend university. These women cite a lack of supportive infrastructure to inform and support them in their transition from school to career. Although statistics are preliminary for this group at the university level, at McMaster University in Ontario, 30 percent of students are first generation (Pereira, 2008). These students tend to be socially and economically disadvantaged on a number of levels compared to their middle-class counterparts, including familial support, number of hours worked, number of years to completion, and rates of success (Grayson, 1997; Canadian Campus Survey, 2004; Berger et al. …

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.

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)0.008
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.779
Threshold uncertainty score0.455

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0020.000
Research integrity0.0000.001
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 head0.094
GPT teacher head0.418
Teacher spread0.324 · 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