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Record W6991570688

Honouring lived experience wisdom: Healing and healing environments according to ‘family members’ in Indigenous-led alcohol harm reduction and culturally supportive housing

2023· dissertation· en· W6991570688 on OpenAlexaboutno aff

Bibliographic record

VenueUVic’s Research and Learning Repository (University of Victoria) · 2023
Typedissertation
Languageen
FieldHealth Professions
TopicHomelessness and Social Issues
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousHarm reductionGeneral partnershipHarmCulturally appropriateLived experienceMental healthQualitative researchCultural safety
DOInot available

Abstract

fetched live from OpenAlex

Honouring lived experience wisdom: Defining healing and healing environments according to ‘family members’ in Indigenous-led alcohol harm reduction and culturally supportive housing’ illustrates a strengths-based story of ‘culture as healing’ (CAH) and decolonized harm reduction for seven Indigenous people with experiences of homelessness and significant alcohol-related harm. Based in a broader dual-site study on the design, implementation, and evaluation of Indigenous-led Managed Alcohol Programs (MAPs), this research responds to gaps in knowledge on the implementation and impacts of Indigenous-led MAPs and CAH models among primarily western MAPs in Canada. Based in five years of relationship with the Aboriginal Coalition to End Homelessness Society (ACEH), I explore healing perspectives and experiences of ‘family members’ (residents) of the ACEH Indigenous Alcohol Harm Reduction Residence Program (IAHRRP) and Culturally Supportive House (CSH), located on Lekwungen and W̱SÁNEĆ territory (Victoria, BC). Objectives of this study aim to identify practices, policies, and principles that are reflective of ‘healing’ and ‘healing environments’ according to family members. This qualitative collaborative study is guided by Indigenous methodological principles and community protocols developed in partnership with the ACEH and Canadian Managed Alcohol Program Study (CMAPS) as part of an Indigenous-western/Settler research partnership. In outlining the methodological approach to this project, I critically explore my position and role as a Settler student, researcher, and nurse in this partnership and in relation to community. I draw upon three interrelated conceptual frameworks to inform analysis in relation to healing and culture, alcohol, and housing: the First Nations Mental Wellness Continuum Framework (FNMWCF) (Assembly of First Nations (AFN), Thunderbird Partnership Foundation, & Health Canada, 2015), Definition of Indigenous Homelessness in Canada (Thistle, 2017), and the ACEH Dual Model of Housing Care (Hunt-Jinnouchi et al., 2021). Across three manuscripts, I present 10 themes related to definitions of healing, impacts of the CSH and IAHRRP, and factors that promote ‘healing environments’ from the perspectives of family members. Paper one illustrates themes of family members’ definitions and experiences with CAH: Being in an Indigenous home with Indigenous people; Finding purpose and contributing to the home; Learning/re-learning and living Indigenous ways of being and doing; and Land-based healing. In paper two, themes reflecting healing impacts and healing environments of culturally supportive housing are presented: Respite from the street and system in an Indigenous space; Genuine connection; and being heard and mutually respected. Paper three focuses on themes of healing and healing environments in relation to the IAHRRP: A choice I’m making right now; Multiple pathways for connection to culture, with or without alcohol; and Giving me the reigns to take care of myself with a home. Lastly, I conclude with a set of recommendations for the design and implementation of Indigenous-led MAPs and CAH models guided by the perspectives of family members. Four recommendations draw upon learnings identified across the 10 themes, including to create spaces that reflect an “Indigenous home” of belonging and pride; offer land-based healing and teaching accessible to Indigenous people with experiences of homelessness and alcohol use; centralize lived experience wisdom in the development of practices and policies that address the unique safety and wellness definitions of Indigenous people with experiences of homelessness, systemic, and street-based violence; and facilitate multiple pathways to connect to culture as healing. While recommendations are most responsive to the highly localized context of the IAHRRP and CSH, they may offer transferable insights for the design and development of future Indigenous-led MAPs.

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)0.007
metaresearch head score (Gemma)0.006
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 score0.051
Threshold uncertainty score0.101

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0160.037
Scholarly communication0.0060.005
Open science0.0020.010
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0020.000

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 head0.073
GPT teacher head0.393
Teacher spread0.321 · 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
Published2023
Admission routes1
Has abstractyes

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