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Record W2590593602

Children's Exposure to Intimate Partner Violence (IPV): Challenging Assumptions about Child Protection Practices

2010· dissertation· en· W2590593602 on OpenAlexfundvenueaboutno aff
Tara Black

Bibliographic record

VenueLibrary and Archives Canada (Government of Canada) · 2010
Typedissertation
Languageen
FieldSocial Sciences
TopicIntimate Partner and Family Violence
Canadian institutionsnot available
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsDomestic violenceChild protectionPsychologyCriminologyPolitical scienceSocial psychologyDevelopmental psychologyEnvironmental healthMedicineHuman factors and ergonomicsLawPoison control
DOInot available

Abstract

fetched live from OpenAlex

Objective: While child welfare policy and legislation in Canada and other regions has increasingly defined children who are exposed to intimate partner violence (IPV) as maltreated, little is known about the response of the child welfare system to children exposed to IPV. This dissertation seeks to determine the response of child protection services to reports about IPV; the outcomes of child protection investigations referred for children exposed to IPV; and what factors predict decisions\nmade by child protection workers (e.g., court involvement, child welfare placement, closing the case, substantiation, and making a referral to other supportive services) for investigations involving children exposed to IPV.\nMethods: This study is based on a secondary analysis of data collected in the 2003 Canadian Incidence Study of Reported Child Abuse and Neglect (CIS-2003). Bivariate analyses and multiple multinomial regression were conducted to study the substantiation of maltreatment, and logistic regression was conducted to predict child protection workers’ decisions to keep the case open, make a child welfare placement, take the family to court, and make a referral for investigations involving children’s exposure to IPV.\nResults: Seventy-eight percent of the investigations involving only IPV were substantiated. The multinomial regression could not accurately classify the suspected and unfounded cases. Substantiated investigations involving co-occurring IPV were three times more likely to stay open for\nongoing child protection services compared to IPV only cases (adjusted odds ratio = 2.93, p < .001). Child protection service outcomes for substantiated investigations involving co-occurring IPV were ten times more likely (adjusted odds ratio = 10.61, p < .001) to involve a child welfare placement\ncompared to IPV only cases. The factors driving child protection worker decisions were primarily the co-occurrence of maltreatment, younger children, and emotional harm.\nConclusions: Due to the expansion in what constitutes a child in need of protection, there has been an overwhelming increase in the number of referrals about children being exposed to IPV in Canada. Future analyses should explore whether policies that direct IPV cases to child welfare services is both\nan effective way of protecting children and a reasonable use of limited child welfare resources.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.836
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.007
GPT teacher head0.225
Teacher spread0.217 · 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 teacher head, not a consensus.

Study designObservational
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

Citations9
Published2010
Admission routes3
Has abstractyes

Explore more

Same venueLibrary and Archives Canada (Government of Canada)Same topicIntimate Partner and Family ViolenceFrench-language works237,207