"I'm Not a Person That Reads": Identity Work, Adult Learners, and Educational (Dis)Engagement.
Bibliographic record
Abstract
The concept of identity has become prominent in the study of Canadian education. We further the understanding of identity by examining the ways through which adults present themselves as subjects in learning processes. We recruited 134 adults who had recently read self-help books pertaining to health, careers, or relationships, and conducted qualitative interviews that focused on the motivations, goals, and learning outcomes that they attributed to their reading. We found that, during the process of being interviewed about their self-help reading experience, roughly half of our interviewees engaged in unsolicited “identity talk”—rhetorically embracing or distancing themselves from the social role of the self-help reader. Our study provides three key contributions to the scholarship of education: a nuanced ethnographic description of the complex and diverse ways in which adult learners position themselves as subjects in self-directed learning processes; an illustration of the theoretical utility and limitations of research focused on the identity work of individuals; and an exhortation to further research concerned with understanding the role of identity in processes of educational engagement/disengagement.
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.
How this classification was reachedexpand
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 | 0.003 |
| 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 | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".