Ontology highlight
ABSTRACT: Background
China's persistent fertility decline poses serious long-term demographic and socioeconomic challenges. The COVID-19 pandemic has introduced additional uncertainty, raising questions about how external shocks affect fertility intentions in real time.Objective
This study examines the causal impact of localized COVID-19 shocks on fertility intentions in China, as measured by high-frequency digital search data that capture real-time behavioral shifts.Methods
We construct a monthly city-level fertility index based on Baidu search volumes for pregnancy-related keywords across 222 cities (2019-2022). COVID-19 exposure is measured using sustained "high-risk" status over 14 consecutive days. A staggered difference-in-differences design is employed, with robustness
SUBMITTER: Guo Y
PROVIDER: S-EPMC12399519 | biostudies-literature | 2025
REPOSITORIES: biostudies-literature