Papers

Job Market Paper

Did enfranchisement make Parliament more representative of the population? If so, was it because politicians from poorer backgrounds were elected and advocated different policies, or because politicians of every background responded to what the new voters wanted? We study Britain’s democratisation, from a property franchise to universal suffrage, combining biographical records of Members of Parliament (MPs) with over 17 million probate (wealth-at-death) records to place politicians, their fathers and enfranchised voters in the same wealth distribution from 1858 to 1990. In the 1860s the typical MP’s father was 3,100 times as wealthy as the typical man; by the 1980s, 10 times. In parliamentary debates, MPs from poor families advocated for policies benefiting the poor, and spoke on issues poor voters cared about. We attribute at least one third of the change in MPs’ background wealth to the franchise — among MPs who entered Parliament at the same election, those who started their political careers under a wider franchise came from poorer families. The parties that fielded poorer candidates won more seats where more of the electorate was poor, and their gains after enfranchisement were largest in the constituencies with the most new poor voters. MPs already in office did not advocate more for the poor when their electors grew poorer; the change came from newly elected MPs from poor families. The costs of standing limited the effectiveness of early enfranchisement acts. The poor entered Parliament only once the unions and the Labour party paid for their candidacies. Enfranchisement helped Britain transition from plutocracy toward a common-interest state primarily by changing who sat in Parliament.
  • 2026: Linnaeus Inequality Summit; KIZ Political Economy Workshop; HYRCE Liège; 2nd Warwick–LSE Political Economy PhD Conference; LSE SPEECH
  • 2025: Royal Economic Society Annual Conference; Danish Historical Political Economy Workshop; 14th Annual Lithuanian Conference on Economic Research; Warwick–LSE Political Economy PhD Conference; Oxford University Political Economy Work in Progress; LSE Political Science Political Economy Work in Progress; LSE SPEECH
  • 2024: LSE Workshop on Institutions and Political Economy; LSE SPEECH

Key Findings

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1. The wealth gap between Parliament and the population fell from 3,100 to 10 times
In the 1860s fewer than one in ten adults could vote, and four in five MPs died richer than 99 of every 100 of their contemporaries. The typical MP’s father was 3,100 times as wealthy as the typical man; by the 1980s, 10 times.
Probate values at death of MPs’ fathers and of all men, by decade (2010 £)
Probate values at death of MPs’ fathers and of all men, by decade (2010 £)
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2. Poorer MPs entered Parliament through Labour and the unions
Standing was expensive. In 1885 an average campaign cost £664, more than 95 percent of adults left at death. Nearly every working-class MP before 1900 was financed by a union, and poor Conservatives entered only after 1949, when the party took over candidates’ election expenses.
Fathers’ wealth of new MPs, by party and by who paid for the candidacy
Fathers’ wealth of new MPs, by party and by who paid for the candidacy
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3. MPs from poorer backgrounds advocated and passed pro-poor policies
In parliamentary debates, MPs from poor families advocated for policies benefiting the poor, and spoke on issues poor voters cared about.
Net support for measures for the poor, by the MP’s father’s wealth
Net support for measures for the poor, by the MP’s father’s wealth
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4. A wider franchise brought in MPs from poorer backgrounds
We attribute at least one third of the change in MPs’ background wealth to the franchise: among MPs who entered Parliament at the same election, those who started their political careers under a wider franchise came from poorer families.
Change in new MPs’ fathers’ wealth per unit change in voters’ wealth
Change in new MPs’ fathers’ wealth per unit change in voters’ wealth
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5. Enfranchisement affected policy by changing MPs
The parties that fielded poorer candidates won more seats where more of the electorate was poor, and their gains after enfranchisement were largest in the constituencies with the most new poor voters. MPs already in office did not advocate more for the poor when their electors grew poorer; the change came from newly elected MPs from poor families.
Share of an MP’s positions on the pro-poor side: a different MP with the same voters, and the same MP with different voters
Share of an MP’s positions on the pro-poor side: a different MP with the same voters, and the same MP with different voters

Working Papers

Wealth and Political Dynasties
Do political dynasties matter? This depends on how such dynasties are transmitted. Political dynasties sustain themselves by passing on two assets: economic and political capital. We merge the family trees of British MPs and other elites with individual wealth-at-death records since 1858 and show that both assets predict whether a dynasty continues. Over time the relative risk of entering Parliament has fallen for the sons of the rich and risen for the sons of MPs and other elites. The two assets have different consequences for competence and accountability. The sons of MPs enter Parliament earlier and more often than the sons of equally rich men, are more likely to reach government. Once there, they speak less. The sons of the rich, in contrast, take different positions from other MPs but are promoted no more often.
Privatising Common Property: Evidence from the Welsh Parliamentary Enclosures
Economists stress that well-defined private property rights matter for efficiency and development, yet little is known about what happens when common land is privatised. We study the Welsh Parliamentary Enclosures: 227 Acts of Parliament, 1760–1936, that put communally owned or managed land under a single owner. We digitise every Welsh enclosure and link them to parish censuses, grain prices and land-ownership records. Contrary to common historical accounts, enclosure did not reduce population or change farming occupations, and it was not associated with grain prices. Enclosed parishes ended up with significantly lower land values and less concentrated land ownership than unenclosed parishes. We argue that enclosure created many fragmented holdings, which led to hold-up and other contracting problems.

Work in Progress

Why Become a Politician? Pecuniary Incentives and Selection
People may enter politics because office is lucrative or because they want to change policy. These two motives may draw different types of politicians, and are likely to respond differently to institutional reform. We study this in Britain since 1832, observing the wealth at death of winning and losing candidates, the father’s wealth of every MP, and what MPs said once elected, across reforms in MP pay and the cost of standing. We decompose both motives from the returns to office among winning and losing candidates using a Roy model of political entry. We find pecuniary incentives only for Conservatives after 1945; politicians enter politics to change policy, rather than to receive financial returns.
Wealth Is Health? Life Expectancy and Public Goods
We ask whether the rise in life expectancy since the mid-nineteenth century came from economic growth or from public health, and who gained from each. In 1858, within the top 20% of the wealth distribution, each additional wealth percentile was associated with 4.8 more months of life. By 1940 this gradient had largely disappeared, even though wealth inequality remained extreme, and people at any given level of wealth lived over a decade longer. This convergence came through reductions in child mortality from diseases of crowding and poor sanitation. We ask which public investments closed the gap, and where the demand for these goods came from. We find that the towns that built public water and sewerage were the richest, not those where most poor people had the vote.

Other Publications

RCTs & Human Uplift Studies: Methodological Challenges and Practical Solutions for Frontier AI Evaluation
with Patricia Paskov, Kevin Wei, Shen Hong, Dan Bateyko, Xavier Roberts-Gaal, Carson Ezell, Valerie Chen, Umang Bhatt and Ella Guest
Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, 9(3), 2036–2052, 2026
Human uplift studies, or studies that measure the effects of AI access on human performance via randomized controlled trials (RCTs) or similar methodologies, increasingly inform frontier AI governance and deployment decisions. While RCT methods are robust in other fields, their interaction with the distinctive properties of frontier AI systems remains underexamined, particularly when results are used to inform high-stakes decisions. We present findings from interviews with 16 expert practitioners with experience conducting human uplift studies in domains including biosecurity, cybersecurity, education, and labor. Across interviews, experts described a recurring tension between the standard causal inference assumptions upon which human uplift studies rely and the object of study itself. Rapidly evolving AI systems, shifting baselines, heterogeneous and changing user proficiency, and porous real-world settings strain assumptions underlying internal, external, and construct validity, complicating the interpretation and appropriate use of uplift evidence. We contribute (1) a synthesis of methodological challenges in human uplift studies, mapped to risks to study validity and classified by their degree of specificity to large language model (LLM) systems, and (2) a mapping from challenges to proposed solutions.