Bourdieu’s Reflexive Sociology as a Theoretical Basis for Mixed Methods Research
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
Although mixing quantitative and qualitative methods is increasingly popular, there is insufficient theoretical rationale for doing so. Foremost among the legacy left to the social and behavioral sciences by French sociologist Pierre Bourdieu stands his emphasis on methodological reflexivity. Reflexive sociology as elaborated by Bourdieu is a self-referential methodology of social research, which turns methods of constructing the research object back on themselves so as to produce more accurate understanding of the social world. Using the sociology of alternative medicine as an illustration, this article casts Bourdieu’s reflexive sociology as a theoretical basis for mixed methods research that can offer insights into the interplay of structure and agency in human behavior.
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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 | 0.162 | 0.076 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.003 | 0.005 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.001 | 0.003 |
| 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