Cultural capital or habitus? Bourdieu and beyond in the explanation of enduring educational inequality
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
Evidence for Bourdieu’s social reproduction theory and its contributions to understanding educational inequality has been relatively mixed. Critics discount the usefulness of core concepts such as cultural capital and habitus and most studies invoking these concepts have focused only on one or the other, often conflating the two, to the detriment of both. We disentangle cultural capital and habitus, and argue that taken together – in conjunction with practice and field – they hold significant explanatory potential. Moreover, we argue that these concepts can be incorporated into a scientific realist ‘structure–disposition–practice’ explanatory framework that seeks to address the misalignment between Bourdieuian relational constructs and standard positivist quantitative research methods. This reframing can help generate practical, actionable knowledge of the mechanisms underlying persistent socioeconomic disparities in educational attainment.
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 | 0.006 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 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