Men, Women and Money: Perspectives on Gender, Wealth and Investment, 1850-1930
Bibliographic record
Abstract
The late nineteenth and early twentieth centuries witnessed significant developments in the structure, organization, and expansion of financial markets and opportunities for investment in Britain and its empire. But very little is known about how men and women engaged with these markets and with new opportunities for money-making. In what ways did the composition of personal fortunes alter in response to these developments? How did individuals make use of new financial opportunities to further their own priorities and ensure their families' well-being? What choices of securities did they make, and how did these reflect their attitudes to investment risk? What were the implications of a rapidly growing investor population for corporate governance and the regulation of markets? How significant is gender in understanding new patterns of wealth holding and investment? This interdisciplinary book brings together a range of leading international scholars to answer these questions and to develop important new research agendas. Foremost among these is a concern for gender, with several of the chapters exploring the growing importance of women within investment markets. These findings open up dialogues between economic and financial historians with social, gender, and feminist historians, and add a significant new dimension to existing research on women's economic agency. The volume also breaks fresh ground by analysing aspects of wealth holding and finance in British colonial settings: Canada and Australia. Understanding the extent to which global financial processes shaped the economic lives of those on the 'periphery' as well as at the 'heart' of empire will offer new insights into the social and geographical diffusion of financial markets.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.009 | 0.014 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 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".