Early outcomes of a structured literacy implementation across a school system: the Archdiocese of Canberra and Goulburn Catalyst program
Bibliographic record
Abstract
Although professional learning is the main approach for improving teacher knowledge, little evidence exists for its effectiveness in changing practice and improving student outcomes. One possible explanation is poor alignment between professional learning and classroom practice. In this paper, we describe a system-wide approach to changing teacher knowledge and reading pedagogy. Classroom teachers (n = 199) across 43 schools engaged in professional learning on contemporary science of learning and training in the use of published systematic and explicit reading instruction programs. Following the intervention, students’ word reading data revealed that the percentage of students requiring support post intervention had significantly decreased and video samples of teachers’ practice showed adoption of practices aligned with explicit instruction. Focus-group themes reflected considerable perceived growth in teacher knowledge and practice resulting from the intervention. Our study provides preliminary support for the effectiveness and efficiency of system-level change to reading pedagogy.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| 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".