MétaCan
Menu
Back to cohort
Record W4360954826 · doi:10.46222/pharosjot.104.29

Father absence as a risk factor for child neglect and abuse: A biblical and multidisciplinary approach to transform broken families in the South African landscape

2023· article· en· W4360954826 on OpenAlexaff
Fazel E. Freeks, Elzahne Simeon

Bibliographic record

VenuePharos Journal of Theology · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicFamily Dynamics and Relationships
Canadian institutionsHealth Sciences North
Fundersnot available
KeywordsNeglectMultidisciplinary approachDysfunctional familyFace (sociological concept)Child abuseChild neglectExtended familyPsychologySociologyMedicinePsychiatryPoison controlSuicide preventionSocial science

Abstract

fetched live from OpenAlex

This paper aims to address father absence as a key contributory factor to child neglect and abuse and a cause of disrupted and unstable families by means of an explorative literature review. The study follows a biblical and multidisciplinary approach and collaboration between scholars from the fields of social work and theology in an effort to transform broken families. The Children’s Act, 38 of 2005, stipulates that children in need of care and protection refer to children who face social issues such as abuse, absent parents, and children who abuse alcohol and drugs, among other things. These children require adequate care, love, and security. A stable family or home environment can provide stability, security, and a caring environment where children can develop to become emotionally healthy and pro-social. God can transform families, especially the families of children who receive the ministry of his Word. The Scripture in Jeremiah 31 verse 29 proclaims: “The fathers have eaten a sour grape and the children’s teeth are set on edge”. This quote refers to the involvement of the father as the primary leading figure in the family. It illustrates that proper fathering has a much broader significance than just the biological production of children. South Africa has experienced rapid changes, including shifts in family composition. There are many broken relationships, and father absence is a salient issue. Countless numbers of children in the South African landscape are being raised without their biological fathers. Many experiences no fatherly presence at all as they lack an alternative figure. Children are often humiliated for being fatherless and many families are challenged by father absence, and this creates in children a sense of loss and confusion. Hence, the aim of this article to reciprocate to father absence as social ill from a biblical point of view and to suggest a transformative ecclesial praxis.

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)0.004
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.010
Threshold uncertainty score0.020

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0090.007
Science and technology studies0.0030.002
Scholarly communication0.0040.005
Open science0.0010.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.029
GPT teacher head0.309
Teacher spread0.281 · 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 designTheoretical or conceptual
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

Citations7
Published2023
Admission routes1
Has abstractyes

Explore more

Same venuePharos Journal of TheologySame topicFamily Dynamics and RelationshipsFrench-language works237,207