Extreme weather and human capital formation: evidence from Qing China

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.

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Publication Details

Journal
World Development
Published
2026-10-13
DOI
https://doi.org/10.1016/j.worlddev.2026.107587
Primary Topic
Historical Economic and Social Studies
Type
article
Field-Weighted Citation Impact
0.00

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article

Extreme weather and human capital formation: evidence from Qing China

Hua Liao, Weilong Li, Meixuan Teng
World Development
Historical Economic and Social Studies
article

Extreme weather and human capital formation: evidence from Qing China

Hua Liao, Weilong Li, Meixuan Teng
article en

Abstract

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.

World DevelopmentVol. 210
Beijing Institute of Technology (CN), China University of Petroleum, Beijing (CN)
National Natural Science Foundation of China, Major Program of National Fund of Philosophy and Social Science of China, Humanities and Social Science Fund of Ministry of Education of China
Openalex Percentile: Top 8%
Historical Economic and Social Studies
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