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Record W6999961579

Don’t Leave Them Out: An International Comparative Analysis of Parental Leave Policies for Multiple Family Structures

2023· dissertation· en· W6999961579 on OpenAlexaboutno aff

Bibliographic record

VenueUVic’s Research and Learning Repository (University of Victoria) · 2023
Typedissertation
Languageen
FieldSocial Sciences
TopicSocial Policy and Reform Studies
Canadian institutionsnot available
Fundersnot available
KeywordsQueerNormativePublic policyParental leaveInclusion (mineral)Social policyNuclear familyWork (physics)
DOInot available

Abstract

fetched live from OpenAlex

This thesis explores how unequal social and material privileges are reinforced through seemingly progressive public policy. In a multi-national comparison, I investigate how queer families fit within parental leave policy compared to their heterosexual counterparts, the extent to which various national parental leave policies support or exclude queer families, and how Canadian leave policy can be modified to better affirm and accommodate queer families. I define queer families, or multiple family structures (MFS), as those family units whose composition is “non-normative.” Based on this context, there are two main objectives of this work: The first is to interrogate normative understandings of the family and the formation of public policy via Queer Theory by providing a theoretical overview and tracing the socio-historical significance of the family, especially throughout the development of early capitalism. The second goal is to produce an overview of parental leave policy across various comparable countries—Canada as the primary source of analysis, and the United States, the Netherlands, New Zealand, and Sweden as cases for comparative analysis. This work contributes to the dearth of existing literature analyzing leave policy for MFS with a particular focus on the limits and shortcomings, as well as the seemingly best practices, of respective leave practices. I find that the extent to which MFS are accommodated for in leave policies is varied: Although queer families may be eligible for leave in these various countries, this inclusion is often limited to particular types of family units—typically those that more immediately resemble the traditional nuclear family. I conclude by posing policy suggestions based on international best practices to guide future Canadian policymaking in the direction of better accommodating “non-normative” families.

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)0.004
metaresearch head score (Gemma)0.009
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 score0.379
Threshold uncertainty score0.753

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.004
Science and technology studies0.0050.003
Scholarly communication0.0030.003
Open science0.0010.002
Research integrity0.0000.001
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 head0.102
GPT teacher head0.394
Teacher spread0.293 · 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
Published2023
Admission routes1
Has abstractyes

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