MétaCan
Menu
Back to cohort
Record W4403323353 · doi:10.1080/14427591.2024.2394157

A dynamic and critical approach to belonging as a dimension of occupation

2024· article· en· W4403323353 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueJournal of Occupational Science · 2024
Typearticle
Languageen
FieldHealth Professions
TopicEmployment and Welfare Studies
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsOccupational scienceDimension (graph theory)SociologyPsychologySocial psychologyEpistemologyMathematicsOccupational therapyPhilosophyCombinatorics

Abstract

fetched live from OpenAlex

Doing, being, becoming, and belonging have been theorized as dimensions of occupation, yet belonging has received comparatively less attention from occupational scientists. The occupation-based literature tends to equate belonging with connectedness and to take a sedentarist approach in which (transnational) mobilities are considered as a challenge for occupational engagement and belonging. This paper critically examines belonging as developed through occupations and considers its constructed, dynamic, and multifaceted nature in the context of migration. Our theoretical framework is informed by transnational approaches, the mobilities paradigm, and transculturality. We draw from a cross-national comparative ethnography including 86 interviews with recent Vietnamese migrants in Vancouver, Canada, and Paris, France, as well as returning migrants in Vietnam. Our findings address participants’ belonging with regards to 1) routines, social ties, and familiarity; 2) mobile and immobile occupations; and 3) (post-)colonial politics of belonging. This study deepens understandings of the dynamic nature of occupation and belonging as well as how both are shaped by and can reproduce power dynamics. First, we contend that occupation and belonging are inherently situated, yet are not necessarily bounded to a single location. Belonging develops through routine occupations involving familiar people, objects, and amenities, which can themselves be mobile or accessible in multiple settings. Second, we emphasize how some occupations can become benchmarks for belonging, particularly in Western immigrant-receiving countries influenced by assimilationist and (post-)colonial dynamics. Lastly, we underscore individuals’ agency in employing occupations in ways to negotiate and claim belonging to their receiving and/or sending countries.

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.

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)0.001
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 score0.442
Threshold uncertainty score0.326

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
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 head0.060
GPT teacher head0.480
Teacher spread0.420 · 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