MétaCan
Menu
Back to cohort
Record W7074711298

La conciliation travail-famille chez les employés universitaires ayant des enfants de 11 ans et moins dans le contexte de la pandémie de la COVID-19

2022· article· fr· W7074711298 on OpenAlexaboutno aff

Bibliographic record

VenueDOAJ (DOAJ: Directory of Open Access Journals) · 2022
Typearticle
Languagefr
FieldComputer Science
TopicData Analysis with R
Canadian institutionsnot available
Fundersnot available
KeywordsContext (archaeology)PopulationStressorJob insecurityRespite careJob satisfaction
DOInot available

Abstract

fetched live from OpenAlex

Research Framework: Although all Quebec residents have been affected by the COVID-19 pandemic and by the health and social measures put in place since March 2020, working parents have been particularly affected by the various stressors caused by this crisis, in both their family and professional life. In such a context, it seems relevant to examine the consequences of the pandemic on work-family balance, and more specifically on the factors associated with it.Objectives: The purpose of this study is to document the personal, family and work characteristics associated with work-family balance among university employees with children aged 11 or younger in the context of the pandemic.Methodology: The data used for this study were collected between April 24 and June 5, 2020, through an online survey. A total of 217 staff members from ten institutions of the Quebec University Network completed the survey, which included questions related to work-family balance. Multiple linear regressions were used to determine the respective influence of factors associated with the work-family balance.Results: Overall, this study shows that university employees having children aged 11 or younger present a majority of moderate to high work-family conflict in the context of the pandemic. It also highlights some of the factors that may help or hinder work-family balance in this population of parents, namely level of parenting strain, satisfaction with sharing childcare and parenting duties, job category, stability of job performance, and number of young school-aged children.Conclusions: These findings underscore the importance of implementing work and family support programs and respite measures for parents with young school-aged children to help them balance their family and work responsibilities in times of crisis.Contribution: Although some studies have documented factors associated with work-family balance in times of pandemic, they remain few and only one has been conducted in the Quebec context. Work-family balance is likely to be experienced differently in Quebec, which is different from other countries in terms of its family policy. In addition, this study is the first to look at university employees, a group of workers who were among the first to be affected by the school closures in the spring of 2020.

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)0.013
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Open science, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.121
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0130.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0020.002
Scholarly communication0.0050.007
Open science0.0060.003
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 head0.161
GPT teacher head0.497
Teacher spread0.337 · 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.

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

Citations0
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueDOAJ (DOAJ: Directory of Open Access Journals)Same topicData Analysis with RFrench-language works237,207