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Record W3130022452 · doi:10.3389/fsoc.2021.596939

Contingent Relations: Migrant Wellbeing and Economic Development in Rural Manitoba

2021· article· en· W3130022452 on OpenAlexafffundabout
Catherine Bryan

Bibliographic record

VenueFrontiers in Sociology · 2021
Typearticle
Languageen
FieldHealth Professions
TopicEmployment and Welfare Studies
Canadian institutionsDalhousie University
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsHospitalityTourismEthnographyImmigrationScholarshipState (computer science)SociologyEconomic growthTransnationalismGender studiesPolitical scienceEconomicsLawPolitics

Abstract

fetched live from OpenAlex

Drawing on ethnographic fieldwork conducted in rural Manitoba and the Philippines, this paper uses the example of the small town of Douglas, which since 2009 has been home to a small Filipino community, as a tenuous counter-point to the accounts of exclusion that dominate the scholarship on Temporary Foreign Labour in Canada. This paper draws on ethnographic research conducted in Manitoba with the region's newest immigrants-those recruited to ensure the viability of the new, diversified rural regional economy, and more specifically, the tourism and hospitality sector, established in the 1970s. In 2009, unable to meet its labour needs regionally, a local hotel began recruiting temporary foreign labour. By 2014, the Hotel had recruited 71 workers from the Philippines, most of whom arrived through Canada's Temporary Foreign Worker Program; others having arrived through the province's immigration scheme, the Manitoba Provincial Nominee Program (MPNP). A reflection of the ubiquity of globalized Filipino migration, the well-being of these workers had long been informed by economic development in the Philippines and the centrality of international labour mobility to that state project. What emerges from the data is a simultaneous acceptance and contestation of the conditions of transnational family life, and moreover-reflecting the focus of this special issue-the extent to which migrant well-being shifts in accordance to labour mobility regimes responsive to development. Migrant workers and their families are implicated in these connected, yet differently motivated, state projects. And while particular narratives concerning their contributions come to be valorized and even celebrated, their mental, physical, affective, and relational well-being is often over-looked by those who benefit from their labour and mobility. Of equal importance is the provincial state's participation in this process through the provision of permanent residency to existing and in-coming migrants. While this benefits individual families, it does not inherently challenge the logics of neoliberalism; rather, drawing on its nuances, it create new possibilities for capital accumulation and exploitation, while offering some protection for select families who are willing and able to abide by the terms established by their employer and the Manitoba state.

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)0.000
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 score0.097
Threshold uncertainty score0.414

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.029
GPT teacher head0.330
Teacher spread0.301 · 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

Citations4
Published2021
Admission routes3
Has abstractyes

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