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Record W7111370198 · doi:10.5281/zenodo.17870673

SCHOOL LEADERS' VIEWS OF THE CONSEQUENCES OF PROTESTER VIOLENCE ON SELECTED SOUTH AFRICAN SCHOOLS

2025· article· en· W7111370198 on OpenAlexaff

Bibliographic record

VenueDOAJ (DOAJ: Directory of Open Access Journals) · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicPeace and Human Rights Education
Canadian institutionsEducation and Early Childhood Development
Fundersnot available
KeywordsReputationPreparednessLaw enforcementQualitative researchService delivery frameworkEnforcementService (business)

Abstract

fetched live from OpenAlex

The reputation of schools' status as 'safe spaces' is under threat in South Africa, both from within the school and also from outside the schools. While service delivery protests are traditionally recognised as affecting other day-to-day activities in communities, their impact is often left unaccounted for in relation to the right to education as professed in the South African constitution. This study sought to explore school leaders' lived experiences of the consequences of protester violence on selected South African schools using Urie Bronfenbrenner's Ecological Systems Theory to discuss and explain the research phenomenon. Using a qualitative approach and underpinned by a phenomenological design, the data were collected using semi-structured interviews with 17 purposively sampled school principals at public schools in Umjindi Circuit under the Ehlanzeni district of the Mpumalanga Department of Education.The study found that violent protests severely disrupt schools through threats and assaults on staff and learners, vandalism, theft, and interruptions to teaching and assessment. These events led to absenteeism, academic decline, trauma requiring counselling or hospitalisation, and financial strain from repairing damage. Together, they destabilise schools as safe learning spaces. Practical responses include strengthening safety preparedness with clear procedures and local law enforcement support, providing accessible counselling, and adopting flexible catch-up and assessment measures. Building regular dialogue with parents and community leaders may also prevent grievances from escalating into school-based violence.

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)0.002
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.051
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0010.001
Scholarly communication0.0000.001
Open science0.0030.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

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 head0.304
GPT teacher head0.562
Teacher spread0.258 · 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 designObservational
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
Published2025
Admission routes1
Has abstractyes

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