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Record W7128674108 · doi:10.26180/4546105.v2

‘More than one way to learn’ :home educated students’ transitions between home and school

2017· dissertation· W7128674108 on OpenAlexaboutno aff
Glenda Jackson

Bibliographic record

VenueMonash University · 2017
Typedissertation
Language
FieldSocial Sciences
TopicDiverse Education Studies and Reforms
Canadian institutionsnot available
Fundersnot available
KeywordsMainstreamQuarter (Canadian coin)Identity (music)FellParticipant observationInclusion (mineral)Peer groupHigher education

Abstract

fetched live from OpenAlex

Home schooling is a growing phenomenon in many countries throughout the world. Despite this, little attention has been paid to the relationship between home schooling and mainstream educational institutions. In this study, parents and home educated children who had moved into and/or out of mainstream educational institutions, and educational professionals who had been involved in such transitions were interviewed. This data was analysed using perspectives from historical sociocultural, critical and identity theories. Participant groups discussed common experiences from different perspectives. Students fell into four ability groups – gifted, advanced learners, average and students with learning and/or health difficulties. Less than a quarter of the students interviewed in this study were identified as average students. Parents fell into two groups – those who moved children out of mainstream institutions and those who moved children from home education into mainstream institutions. Professionals, both administrators and teachers, described mostly positive academic and social transition experiences of home educated students. Children who had moved out of mainstream institutions in primary school frequently described their frustration with institutional practices they felt discriminated them from their peers. Students who entered or returned to secondary school appreciated access to expert knowledge, peer mediation, inclusive professionals and socialisation experiences with peers. Themes arising from the data included learning opportunities at home and in mainstream educational institutions, student autonomy, the development of student identity in the culturally different environments of home and mainstream educational institutions, socialisation, professional practices and institutional structures. Recommendations for future practice and policy direction, and areas for further research were identified. In conclusion, home educated students are moving into and out of mainstream educational institutions and benefiting academically, socially and through personal development from their transition experiences in both directions.

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)0.002
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 score0.017
Threshold uncertainty score0.033

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0060.005
Scholarly communication0.0070.005
Open science0.0010.005
Research integrity0.0020.004
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 head0.030
GPT teacher head0.320
Teacher spread0.289 · 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
Published2017
Admission routes1
Has abstractyes

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