“Not Just an Apartment Building”: Residents’ Quality of Life in a Social Housing Co-operative
Bibliographic record
Abstract
ABSTRACT The objective of this study was to examine the impact that two social housing complexes have had on their residents' quality of life. These two complexes, known as Tannery Court Co-operative Ltd., target a specific segment of the affordable housing market: non-elderly singles. A mixed-methods approach was used to assess the quality of life of residents. The data collection strategy used semi-structured interviews conducted with the help of a questionnaire. A total of 43 interviews were completed at the two building sites. Analysis of interview and questionnaire data identified six areas of improvement in residents' quality of life. These are life in general (an overarching dimension), housing (the focus of the Tannery Court intervention), neighbourhood (including safety and appearance), food, self-confidence (an enabling dimension for future development of projects and goals among the residents), and financial situation (a key dimension because of its multiple impacts on other aspects of life). RÉSUMÉ L'objectif de cette recherche était d'évaluer l'impact des deux complexes de logements coopératifs Tannery Court sur la qualité de vie des résidants. Ces complexes ciblent un segment particulier du marché du logement social, les célibataires d'âge actif et vivant en deçà du seuil de la pauvreté. Cette étude utilise une méthodologie mixte pour évaluer la situation et la qualité de vie des résidants. La stratégie de cueillette de données s'appuie sur des entrevues semi-dirigées effectuées à l'aide d'un questionnaire. Au total, nous avons complété 43 entrevues. Six aspects de la qualité de vie se sont améliorés de façon significative. Il s'agit de la vie en général (une dimension globale), le logement (l'objectif premier visé par l'équipe de Tannery Court), le quartier de résidence (dimensions importantes de la localisation d'un complexe comme la sécurité et l'apparence) la confiance en soi (une dimension clé pour le développement futur de projets et d'objectifs pour les résidants), la nourriture (en raison de l'accès à des électroménagers) et la situation financière (une dimension majeure étant donné son impact sur les autres composantes de la vie).
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.005 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".