Evidence map›Paper›PMID 42389589›Full record

ArticleiScience2026

Copper resource trade resilience under the belt and road initiative: Who leads, who lags?

Yibo Wang, Andi Zhang, Jianping Ge

Erratum issuedAbstract read
In one paragraph

Article in iScience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

3 authors.

Yibo WangSchool of Economics and Management, China University of Geosciences Beijing, Beijing 10083, China.
Andi ZhangSchool of Economics and Management, China University of Geosciences Beijing, Beijing 10083, China.
Jianping GeSchool of Economics and Management, China University of Geosciences Beijing, Beijing 10083, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Amid rising global geopolitical uncertainties and growing resource security risks, establishing a stable, efficient, and sustainable trade system has become a key pillar of the Belt and Road Initiative (BRI). This study develops a multi-dimensional resilience framework and evaluates copper resource trade resilience for 63 Belt and Road countries from 2004 to 2023 using an integrated objective-weighting scheme. The results show a steady overall improvement alongside pronounced and widening disparities between high- and low-resilience countries. Spatially, a "high-resilience core" persists in Central and Eastern Europe, while a "resilience trough" concentrates in West Asia and the Middle East, revealing a durable core-periphery structure. Shapley decomposition indicates that institutional coordination and international engagement account for most of the leader-laggard gap. Exploiting staggered BRI participation, multi-period DID evidence suggests that the BRI causally strengthens trade resilience, with asymmetric and timing-dependent gains. These results inform more targeted, equity-oriented BRI policy design.

Indexed as

environmental sciencenatural resources

Identifiers

PMID42389589
PMCPMC13320558

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.