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Record W2766165444

Embracing Diversity, Creating Equality: Supporting the Speech, Language and Communication of Culturally and Linguistically Diverse Children

2015· article· en· W2766165444 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

VenueCharles Sturt University Research Output (CRO) · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicEducation Systems and Policy
Canadian institutionsnot available
Fundersnot available
KeywordsLinguistic diversityDiversity (politics)LinguisticsCultural diversitySociologyPsychologyCommunicationComputer scienceAnthropology
DOInot available

Abstract

fetched live from OpenAlex

Effective communication is essential for social engagement, educational attainment, and workforce participation. Australia, like many other English-dominant nations is becoming increasingly culturally and linguistically diverse. Therefore an understanding of this diversity is essential for planning services to support all Australian children to become competent and effective communicators in ways that are responsive to their cultural and linguistic background. Yet, little is known about Australian children''s linguistic diversity and how their multilingual speech, language, and communication development can be supported. This doctoral thesis describes the findings of a mixed methods study conducted in two parts and presented as a series of nine publications drawn together through an exegesis. Part 1 (Papers 1 - 4) examines cultural and linguistic diversity and language maintenance among Australian children, as well as the speech-language pathology services available to support them. Drawing on longitudinal quantitative data from the 5,107 children included in the nationally representative Longitudinal Study of Australian Children (LSAC) and 580 children from the Longitudinal Study of Indigenous Children (LSIC), the findings of Part 1 indicated that approximately 15.3% of Australian children did not speak English at the age of formal school commencement, in a context where English is the language of instruction in schools. Additionally, 19.3% of Australian Aboriginal and Torres Strait Islander children spoke an Indigenous language and 43.1% were reported to speak Aboriginal Australian English. Factors associated with home language maintenance among young Australian multilingual children included parental use of the language at home, the number of generations since migration, type of childcare, and the level of support and understanding from teachers and educational environments. Using geographical mapping analysis, a mismatch was identified between the languages spoken by a subset of 4,386 Australian children from LSAC, and the languages and locations in which support for children's speech, language, and communication were offered by 2,849 Australian speech-language pathology services.Part 2 (Papers 5 - 9) of this research identifies ways that speech-language pathologists (SLPs) can support culturally and linguistically diverse children's speech, language, and communication development throughout the world. First, aspirations and recommendations for supporting children's speech, language, and communication needs were identified by drawing upon international expert opinion. Second, the actualisation (or otherwise) of these aspirations and recommendations in the reality of international practice was examined through the Embracing Diversity - Creating Equality Study. This study involved ethnographic observation of professional practice in 14 international sites in Brazil, Canada, Hong Kong, Italy, and the US, that were identified as working with culturally and linguistically diverse populations. The data from Part 2 were analysed using Cultural-Historical Activity Theory (CHAT, Engeström, 1987), a heuristic framework that made visible the reality and complexities of professional practice. From these analyses six overarching principles for guiding practice with culturally and linguistically diverse children were identified: (1) identification of culturally appropriate and mutually motivating therapy goals, (2) knowledge of languages and culture, (3) use of culturally appropriate resources, (4) consideration of the cultural, social and political context, (5) consultation with families and communities, and (6) collaboration with other professionals. The findings identify opportunities for professionals to enhance the cultural competence of their own practice and to become advocates for change to practice with culturally and linguistically diverse children.

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)0.004
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.205
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.001
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.000
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 head0.147
GPT teacher head0.419
Teacher spread0.271 · 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