TY - JOUR
T1 - Modeling international crisis synchronization in the world trade web
AU - Erola, Pau
AU - Díaz-Guilera, Albert
AU - Gómez, Sergio
AU - Arenas, Alex
PY - 2012/9/1
Y1 - 2012/9/1
N2 - Trade is a fundamental pillar of economy and a form of social organization. Its empirical characterization at the worldwide scale is represented by the World Trade Web (WTW), the network built upon the trade relationships between the dierent countries. Several scientic studies have focused on the structural characterization of this network, as well as its dynamical properties, since we have registry of the structure of the network at dierent times in history. In this paper we study an abstract scenario for the development of global crises on top of the structure of connections of the WTW. Assuming a cyclic dynamics of national economies and the interaction of dierent countries according to the import-export balances, we are able to investigate, using a simple model of pulse-coupled oscillators, the synchronization phenomenon of crises at the worldwide scale. We focus on the level of synchronization measured by an order parameter at two dierent scales, one for the global system and another one for the mesoscales dened through the topology. We use the WTW network structure to simulate a network of Integrate-and-Fire oscillators for six dierent snapshots between years 1950 and 2000. The results reinforce the idea that globalization accelerates the global synchronization process, and the analysis at a mesoscopic level shows that this synchronization is dierent before and after globalization periods: after globalization, the eect of communities is almost inexistent.
AB - Trade is a fundamental pillar of economy and a form of social organization. Its empirical characterization at the worldwide scale is represented by the World Trade Web (WTW), the network built upon the trade relationships between the dierent countries. Several scientic studies have focused on the structural characterization of this network, as well as its dynamical properties, since we have registry of the structure of the network at dierent times in history. In this paper we study an abstract scenario for the development of global crises on top of the structure of connections of the WTW. Assuming a cyclic dynamics of national economies and the interaction of dierent countries according to the import-export balances, we are able to investigate, using a simple model of pulse-coupled oscillators, the synchronization phenomenon of crises at the worldwide scale. We focus on the level of synchronization measured by an order parameter at two dierent scales, one for the global system and another one for the mesoscales dened through the topology. We use the WTW network structure to simulate a network of Integrate-and-Fire oscillators for six dierent snapshots between years 1950 and 2000. The results reinforce the idea that globalization accelerates the global synchronization process, and the analysis at a mesoscopic level shows that this synchronization is dierent before and after globalization periods: after globalization, the eect of communities is almost inexistent.
KW - Complex networks
KW - Integrate-and-fire
KW - International trade
KW - Synchronization
UR - http://www.scopus.com/inward/record.url?scp=84871026283&partnerID=8YFLogxK
U2 - 10.3934/nhm.2012.7.385
DO - 10.3934/nhm.2012.7.385
M3 - Article (Academic Journal)
AN - SCOPUS:84871026283
SN - 1556-1801
VL - 7
SP - 385
EP - 397
JO - Networks and Heterogeneous Media
JF - Networks and Heterogeneous Media
IS - 3
ER -