The challenges and benefits to teachers' practices in constructivist learning : environments supported by technology
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This research is intended for educational policy makers. This is an exploratory study that investigates Quebec's classrooms as a new educational reform is implemented. There are two relevant pieces of legislation in the reform that elicited this study. First, teachers are required to adopt constructivist teaching practices; second, teachers must use ICT in classrooms. The questions being addressed are: (1) What are the current challenges and benefits impacting teachers with the integration of computers in the classroom environment? (2) What do classroom practices look like given (a) in the context of Quebec's constructivist-learning environment and (b) the possibility of ICT support. Case studies with teachers from elementary and high schools show changes in teacher and student role; however, lack of guidelines hinder constructivist teaching practices. Five predominant challenges were identified: lack of personal development, lack of time, technical support, accessibility, and classroom management. The study also identifies five elements as benefits: sharing of information; communication; editing; monitoring; web access.
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.
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it