Functional impact of augmentative and alternative communication scale: development of an outcome measure for educators of students with complex communication needs
Bibliographic record
Abstract
PURPOSE: The study aim was to develop and assess the measurement properties of the Functional Impact of Augmentative and Alternative Communication - Educator (FIAAC-E) scale - an educator-reported measure designed to detect change in factors associated with communicative participation in students who use augmentative and alternative communication (AAC). METHODS: The study had three phases. In phase 1 (content validity), 22 content specialists independently rated the relevancy of 22 dimensions proposed for the new scale. In phase 2 (item generation, face validity), 8 educators independently completed a preliminary version of the FIAAC-E scale and flagged items that were unclear. Next, these educators adjusted the wording of unclear items during consensus-building sessions. In phase 3 (item reduction, reliability, convergent validity), 62 educators completed an online survey that included the revised FIAAC-E scale. Survey data were used to shorten the scale, estimate its reliability, and evaluate support for its convergent validity. RESULTS: In phase 1, the 11 dimensions ranked most highly by content specialists were selected for inclusion in the preliminary scale. In phase 2, educators reviewed 113 items and revised 33 to improve clarity. In phase 3, correlational statistics informed the selection of 77 items for the shortened scale. Subsequent data analyses indicated acceptable levels of internal consistency and test-retest reliability and support for convergent validity of the preliminary measure. CONCLUSION: The study provides emerging evidence that supports the FIAAC-E scale as a reliable way to evaluate communicative participation in children and youth who use AAC systems at school.Implications for rehabilitationUsing a reliable means to measure the effectiveness of AAC for children and youth at school may reveal important factors that influence successful communicative, academic, and social participation in school.The FIAAC-E scale is a promising educator-reported questionnaire to inform the development of communication goals and monitor progress towards meeting these goals for students with complex communication needs.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.005 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".