Cultural Adaptation of Parent-Implemented Early Communication Interventions: A Scoping Review
Bibliographic record
Abstract
PURPOSE: Parent-implemented early communication interventions are commonly delivered to culturally and linguistically diverse families. Although there is evidence from fields such as public health or psychology, there is little guidance regarding what elements to culturally adapt for parent-implemented speech-language pathology interventions. This scoping review addresses this gap by identifying parent-implemented early communication interventions that have been culturally adapted and describing which intervention components were adapted. Definitions of culture, use of adaptation frameworks, and adaptation guidelines, policies, and recommendations are also reported. METHOD: The databases Cumulative Index to Nursing and Allied Health Literature, MEDLINE, PsycINFO, and Embase via OVID were searched. Supplementary search methods, including hand-searching of references and a gray literature search, were also conducted. Covidence software was used to deduplicate, collate, and review articles. Population, intervention, study, and cultural adaptation data were extracted and synthesized using the Ecological Validity Framework. RESULTS: Twenty-one articles were included from the database and supplementary searches. No studies defined culture, and only three used cultural adaptation models or frameworks to guide adaptation. Studies varied greatly in what they adapted; language adaptations, such as translation, were conducted most frequently, and intervention goals were rarely adapted. Only three studies obtained parent feedback to inform cultural adaptation for future recommendations. CONCLUSIONS: More clarity in the reporting of cultural adaptation for communication interventions is required. Cultural adaptation frameworks are useful tools to guide adaptation but can be difficult to operationalize. Additional research in this area is necessary to help clinicians provide culturally responsive, parent-implemented communication interventions. SUPPLEMENTAL MATERIAL: https://doi.org/10.23641/asha.20416107.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.056 | 0.220 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.005 | 0.005 |
| Bibliometrics | 0.014 | 0.014 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.005 | 0.006 |
| Open science | 0.003 | 0.004 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".