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Record W3094885617 · doi:10.1108/cdi-02-2020-0029

Exploring flexible home arrangements – an interview study of workers who live in vans

2020· article· en· W3094885617 on OpenAlexaff
Angus Duff, Scott Rankin

Bibliographic record

VenueCareer Development International · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicWork-Family Balance Challenges
Canadian institutionsThompson Rivers University
Fundersnot available
KeywordsWork (physics)OriginalityThematic analysisRelocationQualitative researchSociologyPerspective (graphical)Active listeningIdentity (music)PsychologySocial psychologyPublic relationsComputer sciencePolitical scienceEngineeringSocial science

Abstract

fetched live from OpenAlex

Purpose The purpose of this study is to understand the lived experience of workers who live in vans to explore how work and non-work interact when one's living environment is mobile. Design/methodology/approach In this qualitative study, semi-structured interviews were carried out with 18 participants. Thematic analysis of interview transcripts, coded while listening to each interview recording, provided a rich account of the interaction of work and non-work life domains. Findings Several themes were identified, including seeing the van as a home, hidden or disclosed identity stemming from living in a van, financial freedom, career freedom and work/non-work synchronization. Overall, findings suggest that flexible home arrangements, the relocation of one's home to adapt to work, aligned work and non-work domains to positively impact their overall work and non-work satisfaction, providing career freedom and expanded career opportunities. Research limitations/implications The understanding of workers who live in vans broadens one’s understanding of mobile work and the work/non-work interface, providing insight into the dual alignment of work and home to accommodate each other, which the authors term work/non-work synchronization. Originality/value This is one of the first studies to consider van living from a work and career perspective and for the first time conceptualizes the notion of flexible home arrangements.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.065
Threshold uncertainty score0.563

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.312
GPT teacher head0.343
Teacher spread0.031 · 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 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

Citations10
Published2020
Admission routes1
Has abstractyes

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