Research on the impact of U.S. sanctions on Chinese universities’ scientific research cooperation with U.S. universities—institution-level impact estimation based on generalized random forests
Bibliographic Data
| ID | 19649798 |
|---|---|
| Authors | Daozheng Li (0000-0002-2622-8148, Xiamen University, corresponding author), Changxin Fan (0009-0003-8482-8285, Xiamen University), Diling Liang (0009-0002-1534-1281, University College London), Guangping Li (0000-0003-4119-3278, Xiamen University), Derui Yang (Xiamen University), Yuelin Ke (Xiamen University), Pin Lv (0000-0002-3425-9913, Shenyang Normal University), Tongning Li (0000-0002-2906-4556, Nanchang University), Zhiqi Chen (0000-0002-5618-4182, Xiamen University), Zexiong Chen, Xia Luo (0000-0002-1179-880X, Xiamen University) |
| Year | 2026 |
| Publication date | 2026-02-26 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Higher Education (JOURNAL) |
| Journal identifiers | ISSN: 0018-1560 • E-ISSN: 1573-174X |
| Publisher | Springer Science+Business Media (PUBLISHER • DE) |
| DOI | 10.1007/s10734-026-01643-z |
| OpenAlex | W7131660261 |
| Language | EN |
| References cited | 24 |
Causal inference · Counterfactual thinking · Economic sanctions · Empirical research · Estimation · Impact evaluation · Inference · Sanctions · Economic and Technological Innovation · Economic Sanctions and International Relations · International Science and Diplomacy
Assignment to Treatment Group on the Basis of a Covariate
Estimation and Inference of Heterogeneous Treatment Effects using Random Forests
Double/debiased machine learning for treatment and structural parameters
Root-N-Consistent Semiparametric Regression
Generalized random forests
Estimating causal effects of treatments in randomized and nonrandomized studies.
Statistics and Causal Inference
China–US scientific collaboration on sustainable development amidst geopolitical tensions
The altering landscape of US–China science collaboration
Geopolitical conflicts, sanctions and international knowledge flows
International collaboration during the Covid-19 crisis
Analyzing China’s research collaboration with the United States in high-impact and high-technology research
| Citation velocity | historical |
|---|---|
| Highly cited | No |