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Record W2919989170

Work-Family Enrichment Training: Promoting Transferability of Resources across Life Domains

2017· dissertation· en· W2919989170 on OpenAlexaff
Ravit Heskiau

Bibliographic record

VenueTSpace (University of Toronto) · 2017
Typedissertation
Languageen
FieldSocial Sciences
TopicWork-Family Balance Challenges
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsTransferabilityTraining (meteorology)Work (physics)Data sciencePsychologyComputer scienceGeographyEngineeringMachine learning
DOInot available

Abstract

fetched live from OpenAlex

The goal of this work was to examine intentional resource transfer across work and family roles. This was accomplished by devising and evaluating a work-family enrichment training program designed to enhance the transfer of resources acquired in the work role to improve outcomes in the family role. The first phase of this work established the need for enrichment training by drawing on boundary theories (Ashforth, Kreiner, Fugate, 2000). Findings from 261 employees across two experiments indicated that negative interrelations between work and family roles were more prominent than positive interrelations, that is, individuals perceived the work-family interface in more negative terms than positive terms. Individuals also reported higher conflict, but not enrichment, between their work and family roles than between within-work or within-family roles. These findings support the need for promoting work-family enrichment through training initiatives. \nThe second phase of this work drew from social cognitive theory (Bandura, 1986) and involved the development and evaluation of a work-to-family enrichment training, based on Greenhaus and Powellâ s (2006) enrichment theory and interpersonal capitalization theory (e.g., Ilies, Keeney, Scott, 2011). The program was administered to 163 administrative employees at a large North American university using a pre-post experimental design. Consistent with the hypotheses, findings indicated that, compared to a control training, the enrichment training increased development-based enrichment from work to family (the beneficial transfer of skills, knowledge and values). Further, the effect of the training on both development-based and affect-based enrichment (the transfer of positive affect) was mediated by enrichment self-efficacy. This effect was moderated by initial social-emotional work resources, such that the training was more effective for individuals perceiving a relatively low level of such resources. Finally, as hypothesized, enrichment self-efficacy and enrichment sequentially mediated the effect of the training on two remote outcomes: work-family pride and job satisfaction. This work advances enrichment theory by demonstrating that human agency can facilitate resource transfer across roles. From a practical perspective, this study is the first to develop and test a work-family enrichment training, which can serve as a tool for individuals and organizations to increase awareness and boost performance and satisfaction.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.491
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0010.000
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 head0.038
GPT teacher head0.312
Teacher spread0.274 · 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 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

Citations3
Published2017
Admission routes1
Has abstractyes

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