Librarians’ perceptions of educational values of comic books: A comparative study between Hong Kong, Taiwan, Japan, Australia and New Zealand
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
Comic books are becoming increasingly popular in the field of education. In the past, comic books were excluded from school libraries and classrooms. However, with the resurgence in the popularity of comic books and students’ increased demands for them, they are now considered as recreational reading with educational value. In response to this, school libraries have begun collecting comic books and including them as part of their regular collections. This research paper reflects on the current situation of comic books in primary and middle school library collections and examines school librarians’ perceptions towards educational values of comics. The investigation was launched in Hong Kong, Taiwan, New Zealand, Australia and Japan – making comparisons amongst different levels (primary school and secondary school), and different types (public school and private school) of schools in five different countries. Questionnaire surveys were sent to selected school librarians and were the main method of data collection. A total number of 683 responses were collected for this study. Research results include librarians’ attitudes towards comic books in school libraries, adolescent readers’ use of school libraries, their reading and borrowing practices, as well as other problems encountered with the on-going maintenance of comic books as part of the school libraries’ regular collections.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.009 |
| 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