MétaCan
Menu
← Back to cohort
Record W6903107377 · doi:10.7939/r3-nsy1-zw15

At Home Here?: LGBTQ refugees' housing experiences in Alberta, Canada

2022· dissertation· en· W6903107377 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity of Alberta Library · 2022
Typedissertation
Languageen
FieldPsychology
TopicLGBTQ Health, Identity, and Policy
Canadian institutionsnot available
Fundersnot available
KeywordsRefugeeImmigrationContext (archaeology)Affordable housingDisplaced personPublic housingImmigration policyPublic policy

Abstract

fetched live from OpenAlex

Canada’s National Housing Strategy (2017) identifies LGBTQ2 people and newcomers (including refugees) as vulnerable groups within Canada’s housing system. Members of each group are known to experience significant barriers to housing in Canada. However, the unique experiences of LGBTQ refugees—who fall into both groups—have yet to be investigated. As such, this thesis asks: To what extent are LGBTQ refugees able to access safe, stable and affordable housing in Alberta, Canada? To answer this question, this thesis addresses three primary objectives: 1) to develop a thorough understanding of the legal and policy settings surrounding refugee status and housing in Alberta and Canada; 2) to examine the unique experiences and needs of LGBTQ refugees within the housing system using an Intersectional framework; and 3) to develop policy recommendations that can account for and remedy the barriers experienced by LGBTQ refugees in the housing system. To fulfill these objectives, two methods were employed. First, a policy analysis was conducted, examining a set of documents that shape the context for immigration and housing provision. These documents included housing policies at the municipal, provincial and federal levels; select human rights codes, charters and covenants, and federal immigration law. Second, interviews were conducted with key-informants working in the housing system, as well as in the LGBTQ2- and refugee-serving sectors, to understand the housing experiences of LGBTQ refugees in Alberta. Taken together, the policy analysis and key-informant interviews provide a broad-based account of the barriers to housing encountered by LGBTQ refugees in Alberta. The policies and interviews were interpreted through two theoretical frameworks: Intersectionality and Homonationalism. Intersectionality (Crenshaw, 1989) was employed to ii understand how interconnected systems of power and oppression—including, but not limited to, homophobia, racism and capitalism—can compound to produce unique barriers to housing for LGBTQ refugees. Homonationalism (Puar, 2017) was employed to shed light on the ways in which Canada’s image as a ‘safe haven’ for LGBTQ refugees may be undermined by policies that fail to lift them out of a state of housing vulnerability. Ultimately, this research found that LGBTQ refugees do not have adequate access to safe, stable and affordable housing in Alberta, Canada. They continue to experience significant barriers related to affordability, social housing supply, and discrimination, among other factors. Indeed, income support programs in Alberta fall significantly short of rendering market-rate housing affordable, as rates fall significantly below the poverty line, leaving recipients in deep poverty. This problem is made worse by the lack of social housing in Alberta, which is accompanied by long-waitlists and strict eligibility requirements. Further, LGBTQ refugees can experience significant discrimination in housing in Alberta, as they are forced to contend with racist, homophobic and xenophobic stigma. This research also found that many LGBTQ refugees experience barriers that are not directly related to housing, but which nonetheless affect the ways in which they navigate housing and other systems in Alberta. For example, the Immigration and Refugee Board (IRB) adjudication process can have negative emotional impacts on applicants. Further, LGBTQ refugee claimants cannot access legal aid or income support in Alberta until their claim is submitted. In light of the barriers to housing LGBTQ refugees continue to experience in Alberta, this research issues eight policy recommendations, targeting housing policy, income support programs, and the production of vulnerability through policy. First, it recommends that the iii experience of IRB adjudication be improved for LGBTQ refugees, so they do not experience this process as traumatic. Next, it proposes that policy engage with Intersectionality more deeply in order to identify and target systemic issues. With regards to housing policy, this research recommends that landlords give LGBTQ refugees more resources to navigate the housing system; that governments establish temporary housing for LGBTQ refugee claimants, so they have somewhere to stay until their claim is submitted; and that wait times are reduced for social housing through expansion of supply. Finally, with regards to income support and other programming, this thesis recommends that legal aid be extended to refugee claimants; that access to English language courses be expanded to include refugee claimants; and, that income support and shelter benefits be raised to reflect the true cost of living in Alberta.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.074
Threshold uncertainty score0.534

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.004
Science and technology studies0.0360.011
Scholarly communication0.0060.002
Open science0.0030.008
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0060.000

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 head0.009
GPT teacher head0.249
Teacher spread0.240 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations0
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueUniversity of Alberta Library→Same topicLGBTQ Health, Identity, and Policy→French-language works237,207→