Writing strategies and SRSD in a Danish context – A pilot study
Bibliographic record
Abstract
Writing skills are important for academic achievement. In the present pilot study, we aimed to investigate whether a four-week intervention period, three lessons a week, could improve students' writing skills, self-efficacy for writing, attitudes to writing, and implicit theories of writing, and to examine whether there was an association between these constructs and writing skills. Twenty-one 7th grade Danish students participated in the study. We applied and adapted the evidence-based writing intervention, Self-Regulated Strategy Development (SRSD) for persuasive writing into a Danish school setting. Results showed that the SRSD writing intervention seems to be a promising method for improving students’ persuasive writing skills in Danish schools. However, future studies should include a control group and more participants to achieve clearer results and more statistical power. There were significant associations between the included measures. • SRSD is a promising method for writing instruction in Denmark. • It is important for teachers to be aware of students' self-efficacy for writing, attitudes to writing and implicit theories of writing. • It is essential to prioritize writing instruction in Danish schools.
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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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 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".