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Record W2286608141 · doi:10.1177/0265659015620254

Shared knowledge and mutual respect: Enhancing culturally competent practice through collaboration with families and communities

2015· article· en· W2286608141 on OpenAlexaboutno aff
Sarah Verdon, Sandie Wong, Sharynne McLeod

Bibliographic record

VenueChild Language Teaching and Therapy · 2015
Typearticle
Languageen
FieldPsychology
TopicFamily and Disability Support Research
Canadian institutionsnot available
FundersCharles Sturt UniversityUniverzita Karlova v Praze
KeywordsCultural competenceCultural diversityCompetence (human resources)NarrativeDiversity (politics)PsychologyPedagogySociologySocial psychology

Abstract

fetched live from OpenAlex

Collaboration with families and communities has been identified as one of six overarching principles to speech and language therapists’ (SLTs’) engagement in culturally competent practice (Verdon et al., 2015a). The aim of this study was to describe SLTs’ collaboration with families and communities when engaging in practice to support the speech, language and communication of children from culturally and linguistically diverse backgrounds. The study also aimed to identify the benefits and tensions related to such collaborations and to describe opportunities for SLTs to enhance their cultural competence through collaborative practice. The current study drew upon three data sources collected during the ‘Embracing Diversity – Creating Equality’ study: field notes, narrative reflections by the researcher, and semi-structured interviews with SLTs. This study was conducted in 14 international sites across five countries (Brazil, Canada, Hong Kong, Italy and the USA), representing a diverse range of cultural and practice contexts. Cultural-Historical Activity Theory (CHAT, Engeström, 1987) was used as both an heuristic framework through which the study was conceptualized and as a tool for analysis to describe the varied nature of collaboration in different cultural contexts, the benefits of collaborating with families and communities, and the tensions that can arise when engaging in collaborative practice. The results illuminate the importance of SLTs’ collaboration with families in order to gain an understanding of different cultural expectations and approaches to family involvement, and to build partnerships with families to work towards common goals. Collaboration with communities was highlighted for its ability to both facilitate understanding of children’s cultural context and build respectful, reciprocal relationships that can act as a bridge to overcome often unspoken or invisible tensions arising in cross-cultural practice. The findings of this study highlight opportunities for professionals to enhance the cultural competence of their practice through engagement with families and communities.

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)0.033
metaresearch head score (Gemma)0.035
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 score0.033
Threshold uncertainty score0.175

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0330.035
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.001
Science and technology studies0.0180.025
Scholarly communication0.0130.014
Open science0.0030.043
Research integrity0.0040.004
Insufficient payload (model declined to judge)0.0040.001

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 head0.041
GPT teacher head0.371
Teacher spread0.330 · 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

Citations37
Published2015
Admission routes1
Has abstractyes

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