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Record W6908493131 · doi:10.25949/27274056

Communicating primary school enrolment information to parents from non-English-speaking backgrounds

2021· dissertation· en· W6908493131 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueMacquarie University · 2021
Typedissertation
Languageen
FieldMedicine
TopicMultiple Myeloma Research and Treatments
Canadian institutionsnot available
Fundersnot available
KeywordsMetropolitan areaEducational attainmentDiversity (politics)Thematic analysisPopulationDemographicsQuarter (Canadian coin)Immigration

Abstract

fetched live from OpenAlex

This thesis investigates how enrolment and other important information on primary schools’ websites in metropolitan Sydney is communicated to parents from non-English speaking backgrounds. Education is crucial for integrating migrants’ children into a host society (Portes & Rumbaut, 2014), and parental involvement in schooling is strongly correlated with educational success (Lareau, 2000). However, for migrant parents to be involved in a meaningful way, they need linguistically accessible schooling information. In Australia, almost half (49%) of the population was either born overseas or has at least one parent born overseas. This has resulted in significant linguistic diversity, with 22.2% of the population reporting they speak a language other than English at home, and 16.6% of this group not speaking English fluently or at all (Australian Bureau of Statistics, 2017; Piller, 2018a, 2018b). Research has shown that educational attainment can be a powerful predictor of later occupational and financial success (Lareau, 2000, 2011; Portes & Rumbaut, 2001). The literature also shows that the lower parents’ socio-economic status, the harder it is for them to be involved in their children’s education (McCrory Calarco, 2018). As migrant status often coincides with low socio-economic status in metropolitan Sydney, education becomes particularly crucial to children of migrant parents and their integration and upward social mobility. The present study examines the issue of linguistic diversity and migrant integration using critical discourse analysis and thematic analysis of 30 linguistically and socioeconomically diverse primary school websites in metropolitan Sydney. It addresses the question of whether schools tailor their communications to accommodate the different linguistic demographics of their communities. The findings show a ‘blindness’ regarding linguistic diversity in that English is the primary means of communication, even when schools acknowledge that their student population is linguistically diverse. When translations are provided, a mismatch between the languages provided and the demographics of school communities can be observed. The findings illustrate how the monolingual mindset of the multicultural school found in previous studies (Ellis, Gogolin, & Clyne, 2010) is prevalent in the online discourse of linguistically diverse schools in Sydney. By comparing schools’ linguistic choices to the community’s linguistic demographics, this study provides crucial information regarding the efficacy of schools’ online communication with linguistically diverse parents. These findings have the potential to contribute to more equitable linguistic policies. For instance, they can help create linguistically inclusive schooling information that bridges the divide between the translations currently available on schools’ websites and the languages spoken by communities. Rectification of these linguistic discrepancies will help ensure all students receive equal educational opportunities by providing equitable access to schooling information, thereby giving them the best chance of later success in life.

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.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.304
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

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

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 head0.267
Teacher spread0.251 · 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