Wealth in the UK: Distribution, Accumulation, and Policy
Bibliographic record
Abstract
This book examines key issues connected with the distribution of personal wealth in the UK. It examines why wealth is now such an important factor in social differences and public policy. It presents the most recent information on current wealth inequalities and a detailed discussion of trends in the distribution of wealth. It uses newly available data to compare wealth inequalities in the UK with the USA, Canada and Sweden. It uses longitudinal data, which track the same people over time, to examine trajectories in wealth accumulation over the decade to 2005 and inequalities in inheritances over the same period. It looks at how parental wealth levels and people's asset-holdings early in adulthood affect outcomes later in their lives. The final part looks at the way in which policies towards wealth-holding developed historically, and the contradictory ways in which a wide range of public policies relate to people's wealth levels, including through taxation, means-testing, and the encouragement of saving, and discusses what the key issues for policy towards wealth and wealth inequalities now are. Personal wealth in the UK totalled £5.5 trillion by 2010 (£9-10 trillion if occupational pension rights are included). Inheritance flows are now equivalent to 4 per cent of national income each year. All households in the wealthiest tenth have more than 75 times the wealth of any of those in the bottom tenth. Absolute differences in wealth levels have increased substantially over the last 15 years, so wealth differences represent many more years of income than in the past. This makes them of great importance to life chances. This makes the book highly relevant for public policy, but also for academic and student understanding of a crucial dimension of social difference. As well as bringing together existing information on the area, the book contains considerable new analysis on wealth inequality, inheritance and their impacts, drawing on work which is at the forefront of recent research.
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 | 0.002 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.007 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.008 | 0.008 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.017 | 0.003 |
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".