The Importance of Case Studies for LIS Education
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
As the curriculum and methods of LIS education are evolving to meet new expectations, the case study methodology is an important pedagogical tool to strengthen the skills of students. The educational theory of John \nDewey and with the management theory of Henry Mintzberg are provided as foundational context. There is significant value in this methodology in regards to adult learning characteristics such as active learning and \nincorporation of the student's life experience in problem-solving and scenario analysis. The core competencies expected of librarians, as referenced in the statements of various professional associations such as the ALA and \nSLA, can be developed during the LIS education by utilizing this approach. At the University of Ottawa, where the authors teach, the School of Information Studies has defined its learning outcomes. It is clear that the case study approach aligns very closely with these outcomes, and is therefore an excellent method for enhancing the quality of the program.
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 | 0.000 | 0.000 |
| 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 | 0.001 |
| 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