Supporting English Language Development of English Language Learners in Virtual Kindergarten: A Parents’ Perspective
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
The researchers of this case study explored English language learner (ELL) parents’ experience as they supported their children’s English language development in an online (virtual) kindergarten programme. One-on-one semi-structured interviews were used to collect data. Then the researchers used thematic analysis to describe the participants’ lived experience with the phenomenon. Findings indicated that online learning increased the emotional stressors for parents of ELL children, and altered the communication between parents and teachers. Meanwhile, the use of breakout rooms reinforced the children’s language development, and translation services supported parents. Based on the findings, the researchers recommend that schools and boards provide the parents and families of multilingual learners with ongoing workshops to give them the tools and confidence to continue supporting their children in person and online. They also recommend a greater investment in translation services.
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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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 it