I evaluate the link between automation and the rise in top income concentration when inequality matters for macro. The novel mechanism is that automation redistributes income towards high-wealth households who save more, which lowers the interest rate and incites firms to automate more. To...

We develop a new method for deriving high-frequency synthetic distributions of consumption, income, and wealth. Modern theories of macroeconomic dynamics identify the joint distribution of consumption, income, and wealth as a key determinant of aggregate dynamics. Our novel method allows us to...

The total wealth of Britain's households in 2018 to 2020 was approximately £2.2 trillion less than was previously believed - a 14% reduction. That, at least, is the implication of a recent change in methodology made by the Office for National Statistics (ONS) to the UK's leading official...

The current system of private pension savings in the UK is based on employers choosing a workplace pension provider, to which contributions from the employee and employer are sent, and which invests the contributions on behalf of the employee. This means that when an individual leaves their...

This report examines ethnic differences in pension participation in the UK following the nationwide roll-out of automatic enrolment, the drivers of those gaps, and the consequences for wealth accumulation. It draws on an academic research paper (Cribb, O'Brien and Sturrock, 2025) published...

This report describes patterns of co-residence of young adults at a parental home in the United Kingdom. We show how the rate of co-residence varies across dimensions such as income, region and ethnicity. We show how it has changed in recent years and discuss potential drivers of the rise...

Accurate and comprehensive measurement of household livelihoods is critical for monitoring progress toward poverty alleviation and targeting social assistance programs for those who most need it. However, the high cost of traditional data collection has historically made comprehensive...