MétaCan
Menu
Back to cohort
Record W4375948962 · doi:10.1017/iop.2023.12

Supporting women during motherhood and caregiving necessary, but not sufficient: The need for men to become equal partners in childcare

2023· article· en· W4375948962 on OpenAlexaff
Ivona Hideg, Anja Krstić, Deborah M. Powell, Yujie Zhan

Bibliographic record

VenueIndustrial and Organizational Psychology · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicIntergenerational Family Dynamics and Caregiving
Canadian institutionsWilfrid Laurier UniversityUniversity of GuelphYork University
Fundersnot available
KeywordsContent (measure theory)PsychologyDevelopmental psychologyBusinessMathematics

Abstract

fetched live from OpenAlex

The timely focal article by Gabriel et al. (2023) spotlighted critical issues that women academics face around fertility, pregnancy, motherhood, and caregiving.We add to this perspective by arguing that it is not sufficient to only focus on women during motherhood and caregiving, and that for women to truly succeed in academia (and beyond) we need men to become equal partners in childcare, alleviating the burden placed mostly on women.We thus aim to highlight that childcare is not only a women's issue but rather a parents' issue.Positioning childcare and caregiving as a women's issue risks perpetuating traditional gender stereotypes.Instead, bringing men into the picture provides both men and women with greater opportunities to succeed in both work and family domains. 1 We therefore argue that, in addition to supporting women during motherhood and caregiving, traditional gender stereotypes need to be challenged, and men should be encouraged and provided with pathways to become equal partners during these critical periods.This, we believe, can in turn help change the norms surrounding childcare and performance cultures in academia, which are not aligned with caregiving.Although we argue that solely focusing on mothers as caregivers is insufficient, we acknowledge that it is reasonable that the focal article focuses on women, given that it is based on experiences of women faculty in the United States where basic needs for mothers such as mandated paid parental leaves do not exist.In presenting our arguments below, we also note we are women academics working at Canadian universities, and thus we bring the Canadian perspective to this commentary.By doing so, we highlight that while the experiences described in the focal article are similar for women across the globe, there are also differences across countries.Given that our commentary is rooted in the Canadian context, which critically differs from the US in terms of policies, we first present a brief description of the Canadian context.The last three authors have made equal contributions and are listed alphabetically.

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)0.008
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.008
Threshold uncertainty score0.021

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0050.003
Scholarly communication0.0030.002
Open science0.0010.003
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0060.000

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 head0.035
GPT teacher head0.351
Teacher spread0.316 · 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 designNot applicable
Domainnot available
GenreCommentary

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

Citations6
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueIndustrial and Organizational PsychologySame topicIntergenerational Family Dynamics and CaregivingFrench-language works237,207