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Record W1986677980 · doi:10.1353/ces.2013.0013

Ghanaian and Somali Immigrants in Toronto's Rental Market: A Comparative Cultural Perspective of Housing Issues and Coping Strategies

2013· article· en· W1986677980 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.

venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueCanadian ethnic studies · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicUrban and Rural Development Challenges
Canadian institutionsnot available
Fundersnot available
KeywordsSomaliImmigrationFocus groupSociologyRentingRental housingAcculturationDisadvantagedQualitative researchPremiseEconomic growthPolitical scienceSocial scienceEconomics

Abstract

fetched live from OpenAlex

Starting from the premise that "culture" has generally been overlooked in the analysis of immigrant housing in Canada, this study examines the housing experiences of Ghanaian and Somali immigrants in Toronto, by exploring the instrumentality of these immigrants' cultures in the complex dynamics of the city's rental market. The study relies on a mixed-methods approach, entailing a questionnaire survey and qualitative in-depth interviews and focus group discussions for the procurement of data. Among other things, we found that Ghanaian and Somali immigrants in Toronto face many housing challenges, some of which are purely economic, while others concern matters such as racial discrimination; a dearth of culturally sensitive housing information; and acute shortages of houses designed to accommodate their large families and some of their cultural needs—including the need for gendered spaces, prayer rooms, and cooking traditional meals at home. The study is significant not only because it deals with a disadvantaged group (i.e., Black Africans in Canada), but also because it brings culture into the discussion of immigrant housing in Canada to modulate the economic reductionism in the prevailing literature. Partant du principe que «la culture» a généralement été négligée dans l'analyse du logement des immigrants au Canada, cette étude examine les expériences de logement des immigrants ghanéens et somaliens à Toronto, en explorant l'influence des cultures de ces immigrants dans la dynamique complexe du marché locatif de la ville. L'étude repose sur une approche de méthodes mixtes, notamment un questionnaire, des entretiens qualitatifs et des discussions de groupe pour l'acquisition de données. Entre autres choses, nous avons constaté que les immigrants ghanéens et somaliens à Toronto font face à de nombreux défis en matière de logement, dont certains sont purement économiques, tandis que d'autres concernent des questions telles que la discrimination raciale; une pénurie d'information sur le logement adapté à la culture, et de graves pénuries de maisons conçues pour accueillir leurs familles ainsi que certains de leurs besoins culturels, y compris le besoin d'espaces sexués, des salles de prière, et la cuisson des repas traditionnels à la maison. L'étude est importante non seulement parce qu'elle traite d'un groupe défavorisé (i.e. Africains noirs au Canada), mais aussi parce qu'elle inclut la culture dans la discussion sur le logement des immigrants au Canada pour moduler le réductionnisme économique qui prévaut dans la littérature.

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)0.000
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.381
Threshold uncertainty score0.389

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 studies0.0000.001
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 head0.152
GPT teacher head0.420
Teacher spread0.267 · 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