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Record W4223534682 · doi:10.29173/cjfy29802

It's all about the Family: Research on Dutch Families with Multiple and Complex Problems

2022· article· en· W4223534682 on OpenAlexvenueno aff
Dineke Smit

Bibliographic record

VenueCanadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse · 2022
Typearticle
Languageen
FieldPsychology
TopicFamily and Disability Support Research
Canadian institutionsnot available
Fundersnot available
KeywordsPsychological interventionSupporterPsychologyDevelopmental psychologyNursingMedicineFamily medicine

Abstract

fetched live from OpenAlex

Despite the scaling up of family-focused interventions, the number of child out-of-home placements continued to rise in the Netherlands. Most of these children came from families with multiple and complex problems. The underlying reasons for the rise of out-of-home placements were unknown. The main goal is to prevent children from being placed in out-of-home care. To achieve this, research was conducted to gain insight into the experiences of youth care professionals using family-focused interventions. A mixed method research study was done based on the questionnaire of Bodden and Decovic (2015). Qualitatively, 16 semi-structured interviews with youth care providers were conducted and a quantitative statistical analysis of 206 cases of families with multiple and complex problems were analyzed. Family-focused interventions are highly regarded and used by all stakeholders. However, help for families with multiple and complex problems is fragmented and so are the multiple (and possibly contradictory) family interventions. All 206 cases showed problems in all domains. Factors that interfere with family functioning are the most common, child factors the least. There is no significant relationship between child out-of-home placement and child factors. With each additional family problem, the chance of out-of-home placement increases by 10%. This study shows the complexity, not only of the families themselves but also the caregivers involved in these families. It is important to recognize and understand this complexity. Dealing with this complexity requires a different approach. The addition of a client supporter or an expert by experience is recommended.

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)0.011
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.119
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0110.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0030.001
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0000.004
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 head0.106
GPT teacher head0.360
Teacher spread0.254 · 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 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

Citations3
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueCanadian Journal of Family and Youth / Le Journal Canadien de Famille et de la JeunesseSame topicFamily and Disability Support ResearchFrench-language works237,207