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Record W4283265573 · doi:10.29173/ijll16

The Role of School Leaders in Promoting Successful Home–School Partnerships in Singapore’s Special Education Schools

2022· article· en· W4283265573 on OpenAlexaff
Marilyn Ang, Brenda Spencer

Bibliographic record

VenueInternational Journal for Leadership in Learning · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicParental Involvement in Education
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsHome schoolContext (archaeology)Public relationsEducational leadershipGeneral partnershipQualitative researchPedagogyPerceptionSpecial educationPsychologyPolitical scienceSociology

Abstract

fetched live from OpenAlex

Effective home–school partnerships are deemed highly important for the academic success and well-being of students with disabilities (Beveridge, 2005; Blue-Banning et al., 2004; Shelden et al., 2010). Findings of a qualitative case study of parents’ perspectives about the relationship between the home and Singapore’s special education (SPED) schools revealed that school leadership is a key contributor to positive and productive partnerships. Specifically, participants focused on the importance of leaders being welcoming and approachable, practicing strong communication skills and strategies, and having positive perceptions about parents and their role in the school. These findings suggest that school leaders who trust parents and can foster trust in their leadership can be key players in promoting positive relationships for successful home–school partnerships. While the study was conducted in Singapore, the findings are transferable to any K-12 education context, as they offer school leaders insights on how to foster a successful collaboration with the families.

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)0.006
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.874
Threshold uncertainty score0.744

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0000.000

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 head0.169
GPT teacher head0.394
Teacher spread0.225 · 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.

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

Citations4
Published2022
Admission routes1
Has abstractyes

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