Critical discourse analysis as a reflection tool for information literacy instruction
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 article uses the theoretical perspectives of critical discourse analysis (Mayr, 2008; Fairclough, 1992) and critical pedagogy (Pagowsky & McElroy, 2016; Accardi, et al., 2010) to explore how language is a socially regulating structure used to represent and maintain power within the academic context. These perspectives are applied to two case studies of library terminology used in the authors’ library orientation sessions to examine how language reinforces Western academic ideologies and structures of power in the information literacy (IL) classroom. This analysis facilitates an exploration of how language used in these contexts can both alienate and empower students within the IL classroom. In addition, other aspects that are explored include power dynamics and student voice within the classroom, critical discourse analysis as a tool for IL instruction reflection, and how these are connected to critical pedagogy. The authors also provide questions regarding privilege and power in IL to support library professionals in fostering meaningful reflections and dialogue, challenging their status quo and exploring new approaches to using critical IL in teaching.
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 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.003 | 0.214 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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