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Record W4416040844 · doi:10.18357/ijcyfs162-3202522521

THE IMPACT OF PARENTAL INCARCERATION ON CHILDREN IN RESIDENTIAL CHILD CARE: CHALLENGES AND INTERDISCIPLINARY SOLUTIONS

2025· article· en· W4416040844 on OpenAlexvenueno aff
Alois Daněk

Bibliographic record

VenueInternational Journal of Child Youth and Family Studies · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicCriminal Justice and Corrections Analysis
Canadian institutionsnot available
Fundersnot available
KeywordsCzechPsychosocialResidential carePerspective (graphical)PopulationQualitative researchChild protection

Abstract

fetched live from OpenAlex

Parental incarceration represents a significant challenge for children living in residential child care, exacerbating their psychosocial vulnerabilities and negatively affecting their development. This study, initiated by FICE Czech Republic, examines the prevalence and impact of parental incarceration on children and young adults in Czech residential child care facilities. The research combines data collected through a mixed-methods design with insights gained from the practical operation of a children’s home. The issue is approached not only from an academic perspective but also from the viewpoint of an everyday educator. The quantitative part of the study covered 67 Czech residential child care facilities with a population of over 2,000 children. These findings were contextualized using qualitative data, leveraging my close connection to the researched environment. Among the target group, I identified severe disruptions in social competencies, emotional deprivation, and challenges in trust-building, all linked to parental incarceration. My contribution highlights systemic shortcomings and insufficient interdisciplinary cooperation, among numerous additional challenges. Based on the research findings, I propose necessary modifications, particularly in fostering cross-sector collaboration, implementing targeted prevention strategies, and significantly strengthening support measures. These recommendations aim to support this highly vulnerable group of children and enable them to better cope with the burdens associated with parental incarceration.

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)0.002
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.035
Threshold uncertainty score0.070

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0040.002
Scholarly communication0.0030.001
Open science0.0010.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0020.000

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 head0.031
GPT teacher head0.367
Teacher spread0.336 · 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 designNot applicable
Domainnot available
GenreReview

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
Published2025
Admission routes1
Has abstractyes

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Same venueInternational Journal of Child Youth and Family StudiesSame topicCriminal Justice and Corrections AnalysisFrench-language works237,207