Why do young adult smokers continue to smoke despite the health risks? A focus group study
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
The focus of this article is on constructions of health and illness in relation to smoking. Specifically, we were interested in how culturally embedded health promotion messages were discussed and understood by our young smokers-and how continued smoking was rationalised in the context of a thoroughgoing anti-smoking climate. To investigate accounts of smoking maintenance, we conducted focus group discussions (N = 22 groups) with young adults from both high school and university settings. Techniques from discourse analysis were used to identify significant patterns of talk around health and smoking, and three main repertoires were elicited. First, the health risks of smoking were downplayed in several ways (e.g. by citing other risky activities). Second, the putative health benefits of smoking were emphasised (e.g. stress relief). Third, smoking was construed as a temporary, youthful phenomenon, which would cease upon entering responsible adulthood. The implications of these three interlocking repertoires are discussed in relation to smoking maintenance, and suggestions for targeted health promotion are made.
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 | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| 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