Attitudes and Perceptions toward Design Thinking in Graduate-Level Library 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
This study aims to understand educators’—specifically those in positions of authority in graduate-level library education programs—perceptions of and attitudes toward design thinking and methods in graduate-level library curricula by investigating the following research questions: What is the current landscape for the integration of design into the LIS curriculum, from the program director’s perspective? What do these directors think about the competencies required for future librarians, and where does design fit into those competencies? What are the possibilities for a future degree focused on reconceptualizing the field from a design perspective rather than the traditional library science? Thirteen MLIS program directors and people in equivalent positions at ALA-accredited programs in the United States and Canada were interviewed to investigate these queries. The conversations suggest there is a growing openness to design education that may contribute to the diversification of the curriculum so that graduates’ competencies more closely reflect recommendations in the literature and address the needs of employers. They also reveal dichotomies in how LIS program directors define and integrate design education into LIS curricula, such as barriers of bureaucratic concerns versus interest in experimenting with design courses available elsewhere in their universities, or even the potential for a dual library science/library design degree option. The article concludes with recommendations for next steps in advancing design in library education so as to prepare graduates for the growing number of user experience, public programming, or even more traditional teaching librarian positions where a design thinking approach leads to effective practice.
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 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.250 |
| 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