Social Reproduction and Mobility in Britain and Ireland in the Nineteenth and Early Twentieth Centuries
Bibliographic record
Abstract
This article presents some preliminary results from a historical study of social mobility in Britain and Ireland, from the late eighteenth to the early twentieth century. The study is marked by a unique combination of features: (1) it follows families for up to five generations, through both maternal and paternal lines; (2) it uses a continuous measure of social position, rather than class categories; (3) this measure is derived from data on social interaction - correspondence analyses of cross-tabulations of the occupations for marriages taking place in the periods 1777-1866 and 1867-1913; (4) each individual's social position is summarised by a work-life trajectory, represented by his social location at ages 20 and 50. The analyses are based on twelve ten-year birth cohorts from 1790-99 to 1900-09. The results indicate a remarkable degree of stability of social processes of reproduction throughout this period, although there is an extremely slow shift towards a weakening of family influence. This process appears to have accelerated for those born in the last quarter of the nineteenth century, a period of both educational reform and major change in Britain's industrial organisation.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.004 | 0.006 |
| Science and technology studies | 0.004 | 0.008 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 source (direct Gemma or distilled Codex), 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".