Evidence item
The estimate concerns individual scholars’ publications and annual PM2.5 exposure, identified with an instrumental-variable design rather than a raw national count. DIRECT_TEXT
Source: Impacts of PM2.5 air pollution on high-skilled worker productivity in China · locator {} · excerpt hash sha256:48132bcfd286b162647431dfc1592a203a335cefc1556f1f33bd31d59981ddb0
Exact excerpt
Here we examined the causal impact of air pollution on the academic publications of individual scholars in China. Using an instrumental variable design and combining air quality data with a bibliographic dataset of publications, we found that an increase of 1 μg m−3 in the annual concentration of PM2.5 ... causes a decline of 0.23% ... in publications.
Linked claims
| Claim | Direction | Relevance | Steps | Counted |
|---|---|---|---|---|
| 8ddc45e9 | QUALIFY | DIRECT | 0 | yes |
Audits
None.