TY - JOUR
T1 - Risky cascading transitions in international relationships
AU - Zhang, Mingyuan
AU - Chen, Shenwen
AU - Du, Wenbo
AU - Cao, Xianbin
AU - Li, Daqing
AU - Zhang, Jun
AU - Havlin, Shlomo
N1 - Publisher Copyright:
© The Author(s) 2022. Published by Oxford University Press on behalf of the National Academy of Sciences.
PY - 2023/1/1
Y1 - 2023/1/1
N2 - 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.
AB - 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.
KW - Cascade effects
KW - Complex system
KW - Computational framework
KW - International relationships
UR - http://www.scopus.com/inward/record.url?scp=85172922985&partnerID=8YFLogxK
U2 - 10.1093/pnasnexus/pgac289
DO - 10.1093/pnasnexus/pgac289
M3 - Article
AN - SCOPUS:85172922985
SN - 2752-6542
VL - 2
JO - PNAS Nexus
JF - PNAS Nexus
IS - 1
M1 - pgac289
ER -