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Record W2949674501 · doi:10.5539/gjhs.v11n7p103

Cultural and Religious Beliefs and Practices Abusive to Children With Disabilities in Zimbabwe

2019· article· en· W2949674501 on OpenAlexvenueno aff
A. T. Mukushi, Jabulani Calvin Makhubele, V. Mabvurira

Bibliographic record

VenueGlobal Journal of Health Science · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicPoverty, Education, and Child Welfare
Canadian institutionsnot available
Fundersnot available
KeywordsDisadvantagedNonprobability samplingRemedial educationBest practicePsychologyPsychological interventionQualitative researchRehabilitationExploratory researchNursingMedical educationMedicineSociologyPsychiatryPopulationPolitical scienceSocial scienceEnvironmental healthLaw

Abstract

fetched live from OpenAlex

This study sought to explore religious practices and beliefs that violate the rights of children with disabilities in Zimbabwe. The authors employed a qualitative approach in exploring cultural and religious beliefs and practices abusive to children with disabilities. Authors used exploratory-descriptive case study design and purposive sampling in selecting participants. Data collection took place in Dzivarasekwa, a high-density suburb in Harare among children who were receiving rehabilitation services at Harare Hospital and their caregivers. The study established that children with disabilities who come from some apostolic families are disadvantaged, as their parents believe that demonic spirits causes disability. This then leads to heightened levels of discrimination. The study also found out that there are remedial but harmful cultural and religious practices. The study recommends that rigorous awareness raising is needed for communities to support people with disabilities, formation of support groups amongst people with disabilities themselves, introducing holistic interventions that address issues of cultural and religious beliefs and continuous training for frontline workers to keep in touch with current best practices, policies and laws around disabilities.

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)0.001
metaresearch head score (Gemma)0.001
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 score0.062
Threshold uncertainty score0.124

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0030.002
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.019
GPT teacher head0.368
Teacher spread0.349 · 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

Citations11
Published2019
Admission routes1
Has abstractyes

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