Evidence map›Paper›PMID 36712936›Full record

ArticlePNAS nexus2023

Risky cascading transitions in international relationships.

Mingyuan Zhang, Shenwen Chen, Wenbo Du, Xianbin Cao, Daqing Li, Jun Zhang, Shlomo Havlin

Erratum issuedAbstract read
In one paragraph

Article in PNAS nexus, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Mingyuan ZhangSchool of Electronic and Information Engineering, Beihang University, Beijing 100191, China.
Shenwen ChenSchool of Electronic and Information Engineering, Beihang University, Beijing 100191, China.
Wenbo DuSchool of Electronic and Information Engineering, Beihang University, Beijing 100191, China.
Xianbin CaoSchool of Electronic and Information Engineering, Beihang University, Beijing 100191, China.
Daqing LiSchool of Reliability and Systems Engineering, Beihang University, Beijing 100191, China.
Jun ZhangAdvanced Research Institute of Multidisciplinary Science, Beijing Institute of Technology, Beijing 100081, China.
Shlomo HavlinDepartment of Physics, Bar Ilan University, Ramat Gan 52900, Israel.ORCID https://orcid.org/0000-0002-9974-5920

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Changing attitudes in diplomatic relations is a common feature of international politics. However, such changes may trigger risky domino-like cascades of "friend-to-enemy" transitions among other counties and yielding catastrophic damage that could reshape the global network of international relationships. While previous attention has been focused on studying single pairs of international relationships, due to the lack of a systematic framework, it remains still unknown whether, and how, a single transition of attitude between two countries could trigger a cascade of attitude transitions among other countries. Here, we develop such a framework and construct a global evolving network of relations between country pairs based on 70,756,728 international events between 1,225 country pairs from January 1995 to March 2020. Our framework can identify and quantify the cascade of transitions following a given original transition. Surprisingly, weaker transitions are found to initiate most of the largest cascades. We also find that transitions are not only related to the balance of the local environment, but also global network properties such as betweenness centrality. Our results suggest that these transitions have a substantial impact on bilateral trade volumes and scientific collaborations. Our results reveal reaction chains of international relations, which could be helpful for designing early warning signals and mitigation methods for global international conflicts.

Indexed as

Cascade effectsComplex systemComputational frameworkInternational relationships

Identifiers

PMID36712936
PMCPMC9832957

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.