MétaCan
Menu
Back to cohort
Record W3157487315

An investigation into battered women’s shelters: feminist cooperatives or social service institutions, case studies of Canada and New Zealand

2001· dissertation· en· W3157487315 on OpenAlexaboutno aff
D. Gilson

Bibliographic record

VenueResearch Commons (University of Waikato) · 2001
Typedissertation
Languageen
FieldHealth Professions
TopicHomelessness and Social Issues
Canadian institutionsnot available
Fundersnot available
KeywordsDomestic violenceSocial workGender studiesPolitical scienceService (business)BusinessEconomic growthSociologyCriminologyMedicineEconomicsLawMarketingEnvironmental healthHuman factors and ergonomicsPoison control
DOInot available

Abstract

fetched live from OpenAlex

The battered women’s movement has faced challenges and experienced tensions. The establishment of ongoing government funding for the battered women’s movement was significant as shelters which were established as feminist collective organisations were transformed into hierarchical and bureaucratic organisations. This study has examined both the external constraints and the internal dynamics that have impacted on the movement’s transformation through two case studies, one Canadian transition house and one New Zealand refuge. More specifically the study has explored the influence of external funding and internal factors on the social change agenda that feminist collective organisations support.
\n
\nThe study has drawn on empirical and historical data derived from the transition house and the refuge and from documents and the academic/research literature. These have provided an understanding of the impact of the external environment, particularly governments, (and in New Zealand the influence of the refuge movement, through the National Collective of Independent Women’s Refuges Inc. (NCIWR)) on the two shelters. The study examines to what degree they have been able to balance the exacting requirements that governments impose whilst remaining feminist organisations and social change agents.
\n
\nThe relationship with the external environment (that is, with governments and non-government organisations) impacted differently for the transition house and the refuge in the study. The transition house focused on sustainability issues by ensuring that it maintained and expanded its resource base. In its engagement practices with government it sought and negotiated opportunities for expanding services for battered women and children as well as promoting feminist principles. Internally the transition house accommodated the characteristics of bureaucracy within its operations, its service delivery models and its staff, as it met the challenge of changes in women’s needs and responded to funding opportunities and requirements. For the refuge, which was undergoing transformation during the research period, it was the tensions that were salient as a result of bureaucracy replacing a collective structure. The internal changes were influenced by the external environment which through government and non-government intervention imposed governance, administrative, financial and service delivery requirements within a funding environment that prohibited innovation and participation. These changes strained the refuge’s internal governance/staff relationship and undermined its feminist framework, which was the justification for the original structure and practice.
\n
\nWhen feminist organisations and the battered women’s movement experience transformation processes they may increase internal conflict and organisational instability with the loosening of shared values and experiences and a breakdown in participatory and collaborative systems. Although transformation processes may be detrimental to these organisations due to the bureaucratic and hierarchical structures instituted, there can be positive outcomes. Government funding provides stability and sustainability. Bureaucratic structures can provide effective infrastructures for managing externally-imposed governance, administrative and service delivery systems. For feminist organisations and shelters, balancing these structures with policies and processes that reflect and reinforce their feminist philosophy and collectivity is not just an ideal, but critical. Through such expressions of strength these organisations can continue to promote social change as an organisational objective as well as using it to negotiate external constraints so that they continue to retain their autonomy and independence as well as promulgate a feminist philosophy externally.

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)0.005
metaresearch head score (Gemma)0.007
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 score0.073
Threshold uncertainty score0.531

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.007
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.006
Science and technology studies0.0360.016
Scholarly communication0.0060.004
Open science0.0030.010
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.0050.000

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 head0.224
GPT teacher head0.476
Teacher spread0.252 · 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
Published2001
Admission routes1
Has abstractyes

Explore more

Same venueResearch Commons (University of Waikato)Same topicHomelessness and Social IssuesFrench-language works237,207