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Record W4408377470 · doi:10.1017/ics.2025.14

Gender and work–family balance in the time of pandemic: A comparative study of policy and practice in the UK and South Korea

2024· article· en· W4408377470 on OpenAlexfundno aff
Sirin Sung, Catherine B. McNamee

Bibliographic record

VenueJournal of International and Comparative Social Policy · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicWork-Family Balance Challenges
Canadian institutionsnot available
FundersQueen's University BelfastQueen's UniversityUniversity of Cambridge
KeywordsPandemicWork (physics)Balance (ability)Work–life balanceGender balancePolitical scienceCoronavirus disease 2019 (COVID-19)SociologyPsychologyGender studiesMedicineEngineering

Abstract

fetched live from OpenAlex

Abstract This article explores gender inequality in work–family balance since the pandemic from a comparative perspective. It examines the impact of COVID-19 restrictions on working mothers in the UK and South Korea, particularly the factors affecting their work–family balance. It also critically analyses work–family balance policies from a gender perspective. While a number of studies have examined work–family balance issues in both countries, there has been little comparative research on working mothers’ perceptions of the way childcare/unpaid work is distributed, and few policy comparisons involving the two countries. The findings from surveys conducted in 2020 show that mothers in both countries not only did more unpaid work but encountered challenges in balancing work and family during the pandemic. This article argues that policies must be further developed to promote equal sharing of paid and unpaid work between men and women.

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 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)0.002
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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.527
Threshold uncertainty score0.283

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.126
GPT teacher head0.427
Teacher spread0.301 · 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 teacher head, 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

Citations1
Published2024
Admission routes1
Has abstractyes

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