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Record W4414695910 · doi:10.1016/j.wss.2025.100306

Expanding enabling places theory through land-based cultural learning with indigenous men

2025· article· en· W4414695910 on OpenAlexafffundabout
Candice Waddell-Henowitch, Rachel Herron, Jason Gobeil, Frank Tacan, Marti Ford, Jonathan A. Allan

Bibliographic record

VenueWellbeing Space and Society · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous and Place-Based Education
Canadian institutionsUniversity of ManitobaBrandon University
FundersSocial Sciences and Humanities Research CouncilSocial Sciences and Humanities Research Council of Canada
KeywordsIndigenousTraditional knowledgeParticipatory action researchCitizen journalismNarrativeResource (disambiguation)Community-based participatory researchSense of place

Abstract

fetched live from OpenAlex

• Urban Indigenous men face distinct challenges that effect their wellbeing. • Cultural programming promotes healing but suffers from inconsistent funding and support. • This research combines Indigenous health geographies, Duff’s Enabling Places Model, and a participatory project with an Indigenous men’s group. • Findings expand Duff’s enabling places model with attention to knowledge-place relations. Urban Indigenous men often lack opportunities to connect with the land and their culture. In this article, we report on a community-based participatory research project with urban Indigenous men in a land-based traditional drum-making program in Manitoba, Canada. Using a two-eyed seeing approach that brings together Indigenous ways of knowing and the concept of enabling places from health geography, we examine how land-based programming contributed to the men’s experiences of well-being. Data were collected through Sharing Circles and individual interviews. Two researchers and a research assistant completed inductive narrative analysis of verbatim transcripts using NVIVO software. We found that access to Land was central to men’s relationship-building and sharing of traditional knowledge. The Land supported feelings of energy, awe, and belonging as well as a sense of purpose. Indigenous men’s experiences highlight the importance of land-based knowledge as an enabling resource alongside the material, social and affective resources that have long been recognized as essential in Western models of well-being. This manuscript contributes to the literature on enabling places by bridging Duff’s theory with Indigenous ways of knowing, which emphasize the role of knowledge sharing in the wellbeing of urban Indigenous men.

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)0.009
metaresearch head score (Gemma)0.005
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 score0.033
Threshold uncertainty score0.066

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0130.031
Scholarly communication0.0060.007
Open science0.0020.011
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0030.000

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 head0.286
Teacher spread0.276 · 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

Citations2
Published2025
Admission routes3
Has abstractyes

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