Cooperative Housing: A Catalyst for Health and Wellbeing? A Scoping review of English and Spanish Literature (2004–2024)
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.
Bibliographic record
Abstract
This scoping review evaluates the impact of cooperative housing on health and wellbeing by synthesizing findings from studies published in English and Spanish over a 20-year period (2004–2024). The review aims to assess how cooperative housing models contribute to physical and mental health, reduce social isolation, and foster health equity. A comprehensive search across 12 academic databases yielded 35 studies, which were categorized by study design: 48.57 % qualitative, 17.14 % mixed-method, 8.57 % quantitative, 14.29 % literature reviews, and 11.43 % with unspecified methodologies. Most studies were conducted in Spain, Canada, and the United States. Findings suggest that cooperative housing enhances mental and physical health, particularly in senior and intergenerational communities, while qualitative research provides rich insights into residents' lived experiences. Despite the positive outcomes, most studies utilized cross-sectional designs, underscoring the need for more longitudinal research to establish causality. This review identifies key gaps in the literature, particularly the underrepresentation of diverse populations and the limited integration of quantitative and qualitative methods. While cooperative housing shows potential as a tool to improve health and wellbeing, further research is needed to strengthen the evidence base and inform policy development. • Cooperative housing enhances health and well-being via social and emotional support. • Benefits are strongest in seniors and intergenerational housing communities. • Gaps include underrepresentation of diverse populations and longitudinal studies. • Cooperative housing fosters health equity and reduces social isolation. • Findings synthesize 20 years of English and Spanish research (2004–2024).
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.005 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it