Formal and Informal Training for Workers with Low Literacy: Building an International Dialogue
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 purpose of this exploratory study was to investigate some of the kinds of formal and informal workplace training activities that workers with low literacy engage in from different parts of Canada and the United Kingdom. The study employed a multi-site case study research design with 31 employees and 18 instructors from seven different types of workplace literacy programmes in various regions of Canada and 42 employees and six supervisors/tutors from four workplace basic skills programmes in the north and south of Greater London, England. Data sources from each country were developed and were used for comparable purposes following a within case and cross case analysis. The findings are described under three main themes. The first theme depicts the range of formal workplace programmes in both countries that employees with low literacy have participated in. The second pattern highlights the main types of informal learning activities that emerged from the data which included: observing from knowledgeables; practicing without supervision; searching independently for information; focused workplace discussions and mentoring and coaching. The third theme describes some of the determining factors of the informal learning process. Implications of the study suggest that company sponsored workplace and essential skills programmes act as catalysts for further learning at work. As well, findings also seem to indicate that various forms of self-directed learning and the organisational context may play an important role as these workers engage in and shape everyday workplace practices. Suggestions for continuing the cross nation studies are also discussed.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.003 |
| 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