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Record W7048156972

“It's fine, I’ll figure it out on my own”: A Qualitative Analysis of Young Women’s Experiences of Work Accessing Reproductive and Sexual Health Care in Brantford, Ontario

2024· article· en· W7048156972 on OpenAlexaboutno aff

Bibliographic record

VenueScholarship@Western (Western University) · 2024
Typearticle
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsAutonomyCitizenshipQualitative researchReproductive healthWork (physics)Care workHealth careEconomic JusticeReproductive justice
DOInot available

Abstract

fetched live from OpenAlex

Informed by reproductive justice theory and intersectionality, and drawing on the method of institutional ethnography, this dissertation investigates the effects of neoliberal and postfeminist discourses on young women’s experiences of accessing reproductive and sexual health (RSH) care in the City of Brantford and the County of Brant, Ontario. Like many other municipalities in Ontario, this area has been affected by cuts to public health services, including RSH care. I conducted semi-structured interviews with 14 young women (17 to 29 years old) and 4 key informants involved in RSH care provision, to examine the work (and “workarounds”) that young women engage in to secure RSH care. My analysis illustrates that young women engage in a great deal of work to access RSH care in Brantford and Brant County, including: (i) the work of becoming informed about RSH services (e.g., conducting internet searches, gaining knowledge through social relationships); (ii) working within/around institutional constraints (exercising persistence and adapt-ability to sudden changes at the systems level); and (iii) the work of waiting (demonstrating perseverance through waiting periods). I discuss these findings in relation to neoliberal and postfeminist constructions of responsible citizenship where young women are compelled to embrace the duties of self-determination and autonomy yet find themselves frustrated when they are presented with multiple barriers to finding and receiving the care they seek (e.g., contraception, abortion). This study complicates and contributes to understandings of access by making visible the work the young women must do to access RSH care as well as the ruling relations that organize this access work at translocal (policy) and local levels (stigma, secrecy). I suggest that the work required to secure care demonstrates deservingness within a resource-constrained context and I consider the intersectional dimensions of this deservingness. Finally, I explore the political dimensions of “waiting” for care whereby waiting is experienced as an anticipated and necessary inconvenience that women must “work through” to ensure that their RSH care needs are met. These findings illustrate the perseverance that young women must engage to secure access to contraception, abortion, and other forms of RSH care despite their rights to universal access.

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)0.006
metaresearch head score (Gemma)0.007
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 score0.229
Threshold uncertainty score0.460

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.007
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.003
Science and technology studies0.0170.015
Scholarly communication0.0050.003
Open science0.0020.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.087
GPT teacher head0.385
Teacher spread0.298 · 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

Citations0
Published2024
Admission routes1
Has abstractyes

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