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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 OpenAlexvenueaboutno aff
Marilee Reimer, Melanie Ste-Marie

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.

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)0.003
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.054
Threshold uncertainty score0.108

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.001
Science and technology studies0.0120.011
Scholarly communication0.0070.004
Open science0.0010.008
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0040.000

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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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
Published2010
Admission routes2
Has abstractyes

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