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Record W4312640983 · doi:10.1177/23780231221132383

Gender and Educational Variation in How Temporal Dimensions of Paid Work Affect Parental Child Care Time

2022· article· en· W4312640983 on OpenAlexafffund
Yue Qian, Liana C. Sayer

Bibliographic record

VenueSocius Sociological Research for a Dynamic World · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicWork-Family Balance Challenges
Canadian institutionsUniversity of British Columbia
FundersEunice Kennedy Shriver National Institute of Child Health and Human DevelopmentUniversity of British Columbia
KeywordsAffect (linguistics)NoticeWork (physics)Child carePsychologyPaid workTime allocationSet (abstract data type)Variation (astronomy)Care workFull-timePaternal careDevelopmental psychologyWorking timeParental leaveWork hoursInequalityMedicineSociologyNursingPolitical scienceComputer sciencePregnancyCommunication

Abstract

fetched live from OpenAlex

Using the 2017-2018 American Time Use Survey, the authors investigate how a comprehensive set of temporal conditions of paid work affects parental child care time, with attention to gender and education. Temporal work conditions include access to leave, inflexible start and end times, short advance notice of work schedules, types of work shifts, and usual days worked. Among mothers, the only significant relationship is between usual days worked and routine care time. Among fathers, lacking access to paid leave and having inflexible start and end times are associated with reduced routine care time, and working on variable days of the week is related to less developmental care time. Temporal work conditions also shape the educational gap in parental child care time. Importantly, nonstandard shifts and working on weekends widen the educational gradient in mothers' developmental care time. The findings imply that temporal work conditions amplify gender inequality in work-family lives and families as agents of class reproduction.

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)0.001
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.020
Threshold uncertainty score0.040

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.083
GPT teacher head0.403
Teacher spread0.320 · 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 designObservational
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

Citations6
Published2022
Admission routes2
Has abstractyes

Explore more

Same venueSocius Sociological Research for a Dynamic WorldSame topicWork-Family Balance ChallengesFrench-language works237,207