Skip to main content

ETHNOS_APP

Home • Search • Journals • List 0

Extreme weather and human capital formation

Evidence from Qing China

Bibliographic Data

ID24227479
AuthorsWeilong Li (0000-0001-8878-1718), Hua Liao (0000-0002-4835-927X), Meixuan Teng
Year2027
Volume210
Pages107587
Publication date2027-02-01
Open AccessNo
TypeARTICLE
VenueWorld Development (JOURNAL)
Journal identifiersISSN: 0305-750X • E-ISSN: 1873-5991
PublisherElsevier BV (PUBLISHER)
DOI10.1016/j.worlddev.2026.107587
OpenAlexW7221726846
LanguageEN
References cited43

Weather shocks can constrain educational investment and human capital formation. In Qing China, education spending rose and fell with weather-sensitive farm income. Using a two-century panel (1646–1904) covering 234 prefectures, we find that a drought occurring one year before the examinations and additional droughts within the past five years reduce jinshi (the highest degree in the imperial examination system) density by approximately 6 % and 2.6 % per period, respectively. Adaptive measures such as the introduction of sweet potatoes, savings from surplus years, and flexible pricing mechanisms prove effective in mitigating drought effects. For robustness, we proxy regional recording capacity with the word count of meteorological entries and augment the baseline with controls for social unrest and epidemic shocks, with results remaining stable. By bringing long-run historical evidence to bear, this study enriches the literature on how extreme weather affects human capital formation.

civil service examinations · drought · education investment · Epidemics · extreme weather events · Farm income · flexible pricing · human capital accumulation · Ipomoea batatas · Jinshi · Qing China · Social unrest · weather records · weather shocks · Climate change impacts on agriculture · Economic Growth and Productivity · Historical Economic and Social Studies

  • Fast Poisson estimation with high-dimensional fixed effects

    Open Access•Sergio Correia, Paulo Guimaraes et al.•The Stata Journal: Promoting…•2020

  • Agricultural Decisions after Relaxing Credit and Risk Constraints

    Dean Karlan, Robert Osei et al.•The Quarterly Journal of Economics•2014

  • Elite Recruitment and Political Stability

    Open Access•Ying Bai, Ruixue Jia•Econometrica•2016

  • Does Aid Matter? Measuring the Effect of Student Aid on College Attendance and Completion

    Susan Dynarski, Susan M Dynarski•American Economic Review•2003

  • Human Capital and Industrialization

    Mara P Squicciarini, Nico Voigtländer•The Quarterly Journal of Economics•2015

  • Influence of extreme weather disasters on global crop production

    Open Access•Corey Lesk, Pedram Rowhani et al.•Nature•2016

  • The Effect of Language on Economic Behavior

    M Keith Chen•American Economic Review•2013

  • The Technology of Skill Formation

    Flávio Cunha, James J Heckman et al.•American Economic Review•2007

  • GMM estimation with cross sectional dependence

    Open Access•Timothy G Conley•Journal of Econometrics•1999

  • Incentives to Learn

    Michael Kremer, Edward Miguel et al.•The Review of Economics and…•2009

  • Education and Stratification in Developing Countries

    Claudia Buchmann, Emily Hannum•Annual Review of Sociology•2001

  • Adolescence, Interrupted

    Open Access•Erin Oakley, Joost Vintges et al.•World Development•2025

  • The impact of extreme weather events on education

    Open Access•Valeria Groppo, Kati Kraehnert•Journal of Population Economics•2016

  • Social Spending, Human Capital, and Growth in Developing Countries

    Open Access•Emanuele Baldacci, Benedict Clements et al.•World Development•2008

  • When the levee breaks

    Open Access•Zenghe Huang, Xu-Yan Dong•Journal of Development Economics•2025

  • Child labor and agricultural shocks

    Open Access•Kathleen Beegle, Rajeev Dehejia et al.•Journal of Development Economics•2005

  • Farewell to confucianism

    Open Access•Ying Bai•Journal of Development Economics•2019

  • Need-based financing policies, college decision-making, and labor market behavior

    Open Access•Nicholas Wright, Nicholas A Wright•Journal of Development Economics•2021

  • Sweet unbinding

    Open Access•Nora Cheng, Elliott Fan et al.•Journal of Development Economics•2022

  • Drought and saving in West Africa

    Open Access•Marcel Fafchamps, Christopher Udry et al.•Journal of Development Economics•1998

  • Drought of Opportunities

    Mita Shah, Manisha Shah et al.•Journal of Political Economy•2017

  • Nation building

    Open Access•Francesco Cinnirella, Ruth Schueler•Explorations in Economic History•2018

  • Climate Shocks, State Capacity and Peasant Uprisings in North China during 25–1911 ce

    Open Access•Qiang Chen•Economica•2015

  • Weather Shocks, Sweet Potatoes and Peasant Revolts in Historical China

    Open Access•Ruixue Jia•The Economic Journal•2014

  • Blood, education and economic Development

    Open Access•Jakob B Madsen, Miethy Zaman•World Development•2025

  • Social Mobility in Late Imperial China

    Open Access•Qin Jiang, James Kai‐sing Kung et al.•Modern China•2021

  • Capitalism and extreme poverty

    Open Access•Dylan Sullivan, Jason Hickel•World Development•2022

  • The Effect of Civil War on Education, 1980-97

    Open Access•Brian Lai, Clayton L Thyne et al.•Journal of Peace Research•2007

Highly citedNo

Tools

Open DOIOpen Access
Ethnos_APP • Open Source Project • MIT License • Frontend v2.0.0 • Privacy and Cookies • API Documentation: api.ethnos.app/docs • API Source Code: GitHub • DOI: 10.5281/zenodo.17049435 • Frontend Source Code: GitHub • DOI: 10.5281/zenodo.17050053 • cruz.rio.br • Expectantes Misericordiae