Research Mobilization in TESL Learning Communities: Benefits, Challenges, Supports, and Procedures
Bibliographic record
Abstract
To enhance English as a second language (ESL) instructors’ understanding and utilization of peer-reviewed research for professional learning and development, we facilitated the establishment of and supported professional reading groups in nine adult ESL programs. We examined the benefits and challenges experienced by the 76 participants over five years, through focus group interviews, audio-taped group discussions, and monthly questionnaires. Analyses revealed that, despite the challenges reported, reading group involvement promoted reflection, confirmed current professional practices, fostered learning, impacted practice, emphasized the importance of professional development, and encouraged networking. Strategies for establishing and maintaining effective professional reading groups in ESL programs are provided. Key words: Professional Learning and Development; Professional Reading Groups; Research Utilization; Adult English as a Second Language (ESL) Education; Communities of Practice; TESL Pour augmenter, chez les enseignants d’anglais langue seconde (AL2), la compréhension et l’utilisation de la recherche examinée par des pairs dans le cadre de l’apprentissage et de la formation professionnels, nous avons facilité la création de groupes professionnels de lecture et appuyé leur emploi au sein de neuf programmes d’ALS pour adultes. Par des entrevues avec des groupes de réflexion, des discussions de groupe enregistrées et des questionnaires mensuels, nous avons étudié les avantages et les défis vécus par les 76 participants au cours de cinq ans. Les analyses ont démontré que malgré les défis signalés, la participation au groupe de lecture a favorisé la réflexion, confirmé les pratiques professionnelles actuelles, encouragé l’apprentissage, influencé la pratique, souligné l’importance du développement professionnel et encouragé le réseautage. Nous fournissons des stratégies pour l’établissement et le maintien de groupes professionnels de lecture efficaces au sein des programmes d’ALS. Mots clés : Apprentissage et développement professionnels; groupes professionnels de lecture; utilisation de la recherche; anglais langue seconde (ALS) pour adultes; communautés de pratique; TESL
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.035 | 0.068 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.007 | 0.005 |
| Scholarly communication | 0.004 | 0.004 |
| Open science | 0.003 | 0.016 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".