The library as a learning organization and the climate for updating in a period of rapidly changing technologies
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
Abstract Rapidly changing technologies in libraries require continuous learning on the part of staff, particularly librarians, to keep up to date. This paper examines some of the factors affecting the participation of librarians in professional development activities. Reference librarians working in large urban public libraries in Ontario were surveyed in 2001. Data on their participation in formal and informal learning activities, together with information about their perceptions of their libraries' environment with respect to updating and learning were obtained from 553 respondents. The analysis shows that an environment which encourages learning plays a role in librarians' participation in professional development, particularly participation in informal learning activities, such as discussions with colleagues, reading and conference participation. Surprisingly, the climate for updating was found to reduce participation levels in informal activities. Having a supportive manager who provides feedback about job performance, assigns opportunities to develop and strengthen new skills and supports attempts to acquire additional training plays a positive role in the participation of reference librarians in informal professional development activities. If libraries are truly determined to become learning organizations, they must first examine their own culture of learning and climate for updating.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.002 |
| 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