Hans-Joachim Voth

UBS Foundation Professor of Economics, University of Zurich


Publications

2026

Fighting for Growth: Labor Scarcity and Technological Progress During the British Industrial Revolution

with Bruno Caprettini & Alex Trew

American Economic Review 116(10), 2026

Abstract

We establish a link between labor scarcity and the adoption of labor-saving technology in industrializing England. During the Napoleonic Wars, more than 10% of the male population served in the armed forces. Where recruitment was heavy, more machines economizing on labor were adopted. Naval recruitment, instrumented by warships' coastal access, provides exogenous variation in labor scarcity and suggests that the link between labor shortages and adoption is causal. Where mechanical skills were abundant, the impact of labor scarcity on adoption appears to be larger.

2025

Going Viral: Protests and Political Polarization in 1932 Hamburg

with Marcel Caesmann, Bruno Caprettini & David Yanagizawa-Drott

Forthcoming, Journal of the European Economic Association

Abstract

Political polarization is a growing concern in many countries. Are mass protests merely a sign of increasing cleavages, or do they polarize societies? In this paper, we estimate the impact of Nazi marches in 1932 Hamburg, using granular data from 622 voting precincts during 6 elections. We show propaganda can persuade – but it does by raising the share of areas with high levels of Nazi support. Importantly, marches can also backfire, repelling voters. Thus, protest marches lead to polarization. These effects diffused through social networks, measured as contagion patterns across neighborhoods from the 1918 Spanish flu outbreak. The electoral effects of social spillovers are of similar importance as direct exposure, and grow over time.

2026

Testing and Correcting for Spatial Unit Roots in Regression Analysis

with Sascha O. Becker & P. David Boll

Stata Journal 26(2), 2026, p. 177–202

Abstract

Spatial unit roots can lead to spurious regression results. We present a brief overview of the methods developed in Müller and Watson (2024) to test for and correct for spatial unit roots. We also introduce a suite of Stata commands (-spur-) implementing these techniques. Our commands exactly replicate results in Müller and Watson (2024) using the same Chetty et al. (2014) data. We present a brief practitioner's guide for applied researchers.

2024

Image(s)

with David Yanagizawa-Drott

Conditionally accepted, Quarterly Journal of Economics

Abstract

From clothes and hairstyles to fashion accessories, humans use a great range of stylistic elements to express themselves, impress others, demonstrate their individualism, or show that they belong to a group. We present new methods to use images as a high-frequency, granular source for the analysis of cultural change. Despite its central importance as a form of social interaction and self-expression, and a rich body of theoretical work, empirical work on style choices is rare. We measure similarity over time and space, tracking the timing and location of influential style innovations. To illustrate our methods, we systematically exploit data from more than 14 million high school yearbook pictures of graduating US seniors to analyze persistence and change in style. We detect the collapse of high conformity as well as persistence across generations in the late 1960s. Style polarization increases sharply across commuting zones from the 1970s onwards. We also develop a novel measure of style innovation and show that it predicts patenting by cohorts later in life, suggestive of broader societal trends facilitating innovation across a range of domains. Overall, our results highlight the usefulness of images as a source for cultural economics.

2022

Slavery and the British Industrial Revolution

with Stephan Heblich & Stephen J. Redding

Revision requested, Review of Economic Studies

Abstract

We provide theory and evidence on the contribution of slavery wealth to Britain's economic development prior to the abolition of slavery in 1833. We combine data on individual slaveholders from compensation records, an exogenous source of variation in slavery wealth from weather-induced shocks to mortality of the enslaved during the middle passage, and a quantitative spatial model. Exogenous increases in slavery wealth reduce the agricultural employment share, increase the manufacturing employment share, raise the number of cotton mills, and increase property values. Quantifying our model, we find that slavery wealth raises aggregate income by the equivalent of around a decade of economic growth, and increases local income in places with the greatest involvement in slavery by more than 40 percent.

2026

Never Enough: Dynamic Status Incentives in Organizations

with Leonardo Bursztyn & Ewan Rawcliffe

NBER Working Paper w34707

Abstract

We study the ability of a firm to elicit repeated effort from workers by creating a "rat race" of hierarchical status-based incentives. We examine performance using data on over 5,000 German air force pilots during World War II. Pilots' effort is hard to monitor; motivation is key to success. Fighter pilot performance increases markedly as they approach eligibility for a medal before falling off upon receipt of the award. The same effort path repeats itself as the pilot nears the next higher-prestige medal. Status-conscious pilots also exert more effort when new medals are introduced. We show that medals serve as substitutes for other forms of status. Medal cachet declines over time as lower-ability pilots receive them, making the introduction of new medals desirable. These results suggest that a tiered, expanding system of status-based incentives can repeatedly leverage worker status concerns to extract effort.

2026

Transmitting Terror: Radio and Repression in Stalin’s Soviet Union

with Sultan Mehmood & Yaroslav Prokhorskoy

Working Paper

Abstract

Mass media often persuades; it can also expand the machinery of repression. We study radio network expansion and political persecution in Stalin's Soviet Union, in the decades leading up to the `Great Terror' of 1937-38. Greater radio coverage systematically intensified political repression: a one-standard-deviation increase in signal strength is associated with roughly 40 percent more arrests and a 20 percent rise in the execution share among those arrested, with effects that grew over time. For identification, we exploit newly digitized county-level panel data for 1920–1940 and variation in longwave radio signal strength driven by ground-conductivity differences along propagation paths. Additional repression was disproportionately misdirected. Post-Stalin rehabilitation records show that high-signal areas produced substantially more sentences later reversed. Within the security apparatus itself, stronger radio reception reduced recruitment into the NKVD. It also increased the probability that incumbent officers were purged or demoted, consistent with tighter monitoring and escalating internal risk. Mass communication was not only persuasive; it operated as an input into coercive state capacity by lowering the coordination and monitoring costs of repression.

2025

Legacy on Deck: Skill Transmission and Occupational Dynasties in the Royal Navy

with Guo Xu

Working Paper

Abstract

Do occupational dynasties reflect the intergenerational transmission of skills or nepotism? We use detailed data on the fighting record of the 18th century Royal Navy to show that sons of navy officers are markedly more successful than non-legacies, outperforming in terms of enemy captures. This performance differential is not due to better equipment or more favorable assignments, and also holds for those whose patron has passed away. We provide evidence for positive selection as a channel through which the outperformance is sustained – sons of successful officers are more likely to join and be promoted in the navy. To examine the importance of vertical transmission, we use computer vision to analyze facial landmarks from over 1,000 portraits. We find that facial landmarks are predictive of success in naval warfare; officers with more masculine faces won more victories. Sons of service inherited these traits from their fathers and grandfathers, suggesting a possible channel for intergenerational transmission.

2025

American Life Histories

with David Lagakos & Stelios Michalopoulos

NBER Working Paper w33373

Abstract

What does it take to live a meaningful life? We exploit a unique corpus of over 1,300 life narratives of older Americans collected by a team of writers during the 1930s. We combine detailed human readings with large language models (LLMs) to extract systematic information on critical junctures, sources of meaning, and overall life satisfaction. Under specific conditions, LLMs can provide responses to complex questions that are indistinguishable from those of human readers, effectively passing a version of the Turing Test. We find that sources of life meaning are more varied than previous research suggested, underlining the importance of work and community contributions in addition to family and close relationships. The narratives also highlight gendered disparities, with women disproportionately citing adverse family events, such as the loss of a parent, underscoring their role as keepers of the kin. Our research expands our understanding of human flourishing during a transformative period in American history and establishes a robust and scalable framework for quantifying subjective well-being and human experiences across diverse historical and cultural contexts.

2023

From the Death of God to the Rise of Hitler

with Sascha O. Becker

IZA DP 16538 · CEPR DP 18543

Abstract

Can weakened religiosity facilitate the rise of fascism? The Nazi Party set itself up as a political religion, emphasizing redemption, sacrifice, rituals, and communal spirit. This is highly correlated with its success: Where the Christian Church only had shallow roots, the Nazis received higher electoral support and saw more party entry. "Shallow Christianity" reflects the geography of medieval Christianization and the strength of pagan practices, which we use as sources of historical variation. We also find predictive power at the individual level: Within each municipality, the likelihood of joining the Nazi Party was higher for those with less Christian first names. Data from Italy suggests that the phenomenon is not limited to the German case: more religious Italian municipalities supported the fascist movement less.

2026

Highway to Hitler

with Nico Voigtländer

American Economic Journal: Applied Economics 18(1), 120–159

2023

New Deal, New Patriots: How 1930s Government Spending Boosted Patriotism during World War II

with Bruno Caprettini

Quarterly Journal of Economics 138(1), 465–513

2023

Collective Remembrance and Private Choice: German–Greek Conflict and Consumer Behavior in Times of Crisis

with Vasiliki Fouka

American Political Science Review 117(3), 851–870

2022

Killer Incentives: Status Competition and Pilot Performance during World War II

with Philipp Ager, Leonardo Bursztyn & Lukas Leucht

Review of Economic Studies 89(5), 2257–2292

2022

Financial Crises and Political Radicalization: How Failing Banks Paved Hitler’s Path to Power

with Sebastian Doerr, Stefan Gissler & José-Luis Peydró

Journal of Finance 77(6), 3339–3372

2022

Sweet Diversity: Colonial Goods and the Welfare Gains from Global Trade after 1492

with Jonathan Hersh

Explorations in Economic History 86, 101468

2021

The Long-Run Effects of Religious Persecution: Evidence from the Spanish Inquisition

with Mauricio Drelichman & Jordi Vidal-Robert

Proceedings of the National Academy of Sciences 118(33)

2020

Rage Against the Machines: Labor-Saving Technology and Unrest in Industrializing England

with Bruno Caprettini

American Economic Review: Insights 2(3), 305–320

2017

Bowling for Fascism: Social Capital and the Rise of the Nazi Party

with Shanker Satyanath & Nico Voigtländer

Journal of Political Economy 125(2), 478–526

2016

Leverage and Beliefs: Personal Experience and Risk-Taking in Margin Lending

with Peter Koudijs

American Economic Review 106(11), 3367–3400

2015

Nazi Indoctrination and Anti-Semitic Beliefs in Germany

with Nico Voigtländer

Proceedings of the National Academy of Sciences 112(26), 7931–7936

2015

State Capacity and Military Conflict

with Nicola Gennaioli

Review of Economic Studies 82(4), 1409–1448

2014

Numeracy and the Impact of High Food Prices in Industrializing Britain, 1780–1850

with Jörg Baten & Dorothee Crayen

Review of Economics and Statistics 96(3), 418–430

2013

How the West “Invented” Fertility Restriction

with Nico Voigtländer

American Economic Review 103(6), 2227–2264

2013

The Three Horsemen of Riches: Plague, War, and Urbanization in Early Modern Europe

with Nico Voigtländer

Review of Economic Studies 80(2), 774–811

2012

Persecution Perpetuated: The Medieval Origins of Anti-Semitic Violence in Nazi Germany

with Nico Voigtländer

Quarterly Journal of Economics 127(3), 1339–1392

2011

Lending to the Borrower from Hell: Debt and Default in the Age of Philip II, 1556–1598

with Mauricio Drelichman

Economic Journal 121, 1205–1227

2011

Serial Defaults, Serial Profits: Returns to Sovereign Lending in Habsburg Spain, 1566–1600

with Mauricio Drelichman

Explorations in Economic History 48(1), 1–19

2008

Betting on Hitler: The Value of Political Connections in Nazi Germany

with Thomas Ferguson

Quarterly Journal of Economics 123(1), 101–137

2008

Interest Rate Restrictions in a Natural Experiment: Loan Allocation and the Change in the Usury Laws in 1714

with Peter Temin

Economic Journal 118, 743–758

2006

Why England? Demographic Factors, Structural Change and Physical Capital Accumulation during the Industrial Revolution

with Nico Voigtländer

Journal of Economic Growth 11, 319–361

2004

Riding the South Sea Bubble

with Peter Temin

American Economic Review 94(5), 1654–1668

2003

With a Bang, Not a Whimper: Pricking Germany’s “Stock Market Bubble” in 1927 and the Slide into Depression

Journal of Economic History 63(1), 65–99

2003

Factor Prices and Productivity Growth during the British Industrial Revolution

with Pol Antràs

Explorations in Economic History 40(1), 52–77

1998

Human Capital, Equipment Investment, and Industrialization

with Jonathan Temple

European Economic Review 42, 1343–1362

1998

Time and Work in Eighteenth-Century London

Journal of Economic History 58(1), 29–58

2014

Lending to the Borrower from Hell: Debt, Taxes, and Default in the Age of Philip II

with Mauricio Drelichman

Princeton University Press

About the book

Why do lenders extend credit to sovereigns despite many defaults in the past, often by the same borrowers? We examine one famous historical case — the debts and defaults of Philip II of Spain. We present the earliest reconstruction of full fiscal accounts in history, and show that Philip’s debts were sustainable — and that lending to him despite the defaults was profitable. What made lending to a powerful monarch possible was a particular network structure amongst lenders — effectively a coalition of Genoese bankers who imposed moratoria on the king whenever he defaulted.

2013

Prometheus Shackled: Goldsmith Banks and England’s Financial Revolution after 1700

with Peter Temin

Oxford University Press

About the book

Between 1700 and 1830, the British economy was transformed. A famous body of work attributes the rise of the first industrial nation to the Glorious Revolution of 1688 and associated institutional improvements. We examine the joint effects of two other factors — fiscal repression and war finance. In combination, these made it impossible for the financial system to perform its most basic function: transferring resources from people with funds to those with ideas. Using evidence from the Hoare’s Bank archive, we document how government intervention in financial markets slowed down the Industrial Revolution.

2001

Time and Work in England, 1750–1830

Oxford University Press

About the book

Did working hours increase during the Industrial Revolution? I assemble new evidence on working patterns, derived from witnesses’ accounts in the Old Bailey Session papers. Hours worked increased substantially, both because old holidays fell into disuse and because Blue Monday largely disappeared. One important implication is that growth after 1770 was driven by rising labor input — the role of productivity growth is correspondingly lower.