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Record W4394146646 · doi:10.6084/m9.figshare.16840278

A scoping review of qualitative studies on parents’ perspectives on speech, language, and communication interventions

2021· review· en· W4394146646 on OpenAlexaff
Elaine Yuen Ling Kwok, Jael Bootsma, Peter Cahill, Peter Rosenbaum

Bibliographic record

VenueFigshare · 2021
Typereview
Languageen
FieldPsychology
TopicLanguage Development and Disorders
Canadian institutionsMcMaster University
Fundersnot available
KeywordsPsychological interventionLinguisticsPsychologyQualitative researchCommunicationComputer scienceSociologyAnthropologyPhilosophy

Abstract

fetched live from OpenAlex

This scoping review synthesized existing qualitative studies to provide conceptual clarity to “parents’ perspectives” in speech, language, and communication interventions for children. Peer-reviewed articles published between January 2009 and June 2019 were reviewed in accordance with the steps recommended by Arksey and O’Malley. In total, 1883 unique records were screened, and 40 studies met inclusion criteria. Inductive content analysis was used to analyze the research questions and major themes reported in studies. The included studies were conducted across geographical regions and included parents of children of different ages and clinical diagnoses. Eight aspects of parents’ perspectives were identified: access, decision making, implementation, relationship, roles, impact, expectations, and general experience. In addition, a subset of studies explored parents’ opinions regarding technologies used in therapy. Findings from this review suggest that parents’ perspectives have been explored across a range of geographical locations on interventions for various clinical populations. The identified categories provide some conceptual clarity for clinicians and for future research on this topic. Future studies should (i) better adhere to qualitative study reporting standards; (ii) explore parents’ perspectives regarding the context of speech language therapy; and (iii) include all parents’ perspectives in speech and language interventions.IMPLICATIONS FOR REHABILITATIONParents’ perspectives in communication interventions are complex and multifaceted.Clinicians and researchers can consider parents’ perspectives using the eight, broad thematic categories identified in this scoping review. Parents’ perspectives in communication interventions are complex and multifaceted. Clinicians and researchers can consider parents’ perspectives using the eight, broad thematic categories identified in this scoping review.

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)0.108
metaresearch head score (Gemma)0.250
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.108
Threshold uncertainty score0.571

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.1080.250
Meta-epidemiology (narrow)0.0020.003
Meta-epidemiology (broad)0.0060.005
Bibliometrics0.0410.041
Science and technology studies0.0050.004
Scholarly communication0.0060.010
Open science0.0030.006
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.0060.001

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 head0.453
GPT teacher head0.593
Teacher spread0.141 · 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 designSystematic review
Domainnot available
GenreReview

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
Published2021
Admission routes1
Has abstractyes

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