Introducing laptops to children: An examination of ubiquitous computing in Grade 3 reading, language, and mathematics
Bibliographic record
Abstract
This study examines the achievement outcomes accompanying the implementation of a Grade 3 laptop or so-called ubiquitous computing program in a Quebec school district. CAT-3 reading, language, and mathematics batteries were administered at the end of Grade 2 and again at the end of Grade 3, after the first year of computer implementation. Overall gain was found in all three content areas, but was differential when compared with the norms of the CAT-3. Additionally, some evidence suggested a differential gain for lower and middle-level learners during the school year. Teachers were administered an instrument called the Technology Implementation Questionnaire (TIQ) that assessed the purposes and extent of technology integration. Negative correlations were found in reading achievement gain for items associated with the higher use of communicative, evaluative, and creative uses of computers. Open-ended teacher responses indicated the need for more professional support for instructional implementations of computing. Résumé: Cette étude examine les performances accompagnant l’implantation d’un programme d’ordinateurs portables en 3 ième année du primaire, aussi appelé programme d’ubiquité computationnelle, dans une école d’un district scolaire du Québec. Des batteries de tests, CAT-3 en lecture, en langue et en mathématiques ont été administrées à la fin de la deuxième année du primaire et une autre fois à la fin de la troisième année du primaire, après un an d’implantation des ordinateurs. Un gain fut observé dans les trois matières, mais était différencié lorsque comparé aux normes du CAT-3. De plus, un gain différencié fut mis en évidence pour les apprenants de niveau inférieur et moyen durant l’année scolaire. Les enseignants ont rempli le Technology Implementation Questionnaire (TIQ) qui mesure le but et l’étendue de l’intégration technologique. Des corrélations négatives ont été trouvées en gains au niveau de la lecture pour les items associés à l’utilisation de haut niveau des ordinateurs, en communication, en évaluation et en création.
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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".