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Record W3010573832 · doi:10.5539/gjhs.v12n4p20

Perceptions of Parents/Guardians About the Effectiveness of Future Families Orphans and Vulnerable Children Programme in Olievenhoutbosch, South Africa

2020· article· en· W3010573832 on OpenAlexvenueno aff
Eale E. Kris, Mphuthi David

Bibliographic record

VenueGlobal Journal of Health Science · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicPoverty, Education, and Child Welfare
Canadian institutionsnot available
Fundersnot available
KeywordsPsychological interventionHappinessQualitative researchPerceptionMedicineMedical educationPsychologyNursingSociologySocial psychologySocial science

Abstract

fetched live from OpenAlex

The people with the greatest stake in Orphan and Vulnerable Children (OVC) interventions are the children and their parents/guardians. Unfortunately, most OVC programmes are predesigned and implemented without considering beneficiaries’ perceptions when developing solutions (ALI 2007:15). The purpose of this study was to explore and describe the perceptions of orphans and vulnerable children’s parents/guardians about the effectiveness of Future Families’ children programme in Olievenhoutbosch as a way to explore how much they are involved in the process of designing the programme activities and if they perceive the programme as effective in responding to their family needs.. This study used a qualitative, explorative and descriptive design. Thirteen (13) parents/guardians of children registered with the Future Families were interviewed on the effectiveness of the Future Families programme using a semi-structure interview guide. The study results suggested that parents/guardians were happy with Future Families’ services and believed the programme is effective in responding to their families’ needs. However, the researcher questioned the meaning of that happiness and established that beneficiaries were not involved in the program key planning activities including programme resource management and could not appreciate the value of the service that is provided to them against the funding value. The researcher also established that beneficiaries perceived the programme interventions as if it was a favour from the implementing organisation. That perception conditioned beneficiaries’ attitude to be thankful to the programme instead of having open criticism toward the program.

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)0.003
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.030
Threshold uncertainty score0.059

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0030.002
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.001
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 head0.015
GPT teacher head0.307
Teacher spread0.292 · 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
Published2020
Admission routes1
Has abstractyes

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