Network Analysis of World Trade using the BACI-CEPII Dataset

被引:100
作者
De Benedictis, Luca [1 ]
Nenci, Silvia [2 ]
Santoni, Gianluca [3 ]
Tajoli, Lucia [4 ]
Vicarelli, Claudio [5 ]
机构
[1] Univ Macerata, Dept Econ & Law, Via Crescimbeni 20, I-62100 Macerata, Italy
[2] Univ Roma Tre, Dept Econ, Rome, Italy
[3] S Anna Inst Adv Studies, Pisa, Italy
[4] Politecn Milan, Dept Econ, Milan, Italy
[5] Italian Natl Inst Stat, ISTAT, Rome, Italy
来源
GLOBAL ECONOMY JOURNAL | 2014年 / 14卷 / 3-4期
关键词
D85; F10; F14; F15;
D O I
10.1515/gej-2014-0032
中图分类号
F [经济];
学科分类号
02 ;
摘要
In this paper we explore the BACI-CEPII database using Network Analysis. From the visualization of the World Trade Network, we define and describe its topology, both in its binary version and in its weighted version, by calculating and discussing a number of the commonly used network statistics. We finally discuss various specific topics that can be studied with Network Analysis and International Trade data, both at the aggregated and at the sectorial level. The analysis is carried out with multiple software (Stata, R and Pajek). The scripts to replicate part of the analysis are included in the appendix and can be used as a hands-on tutorial. Moreover, local and global centrality measures, based on the unweighted and the weighted version of the aggregated World Trade Network, have been calculated for each country (178 in total) and each year (from 1995 to 2010) and can be downloaded from the CEPII webpage.
引用
收藏
页码:287 / 343
页数:57
相关论文
共 69 条
[1]   The International Reorganisation of Auto Production [J].
Amighini, Alessia ;
Gorgoni, Sara .
WORLD ECONOMY, 2014, 37 (07) :923-952
[2]  
Anania G., 2009, ICTSD PROGRAMME AGR, P21
[3]   Gravity with gravitas: A solution to the border puzzle [J].
Anderson, JE ;
van Wincoop, E .
AMERICAN ECONOMIC REVIEW, 2003, 93 (01) :170-192
[4]  
[Anonymous], 2010, NETWORKS INTRO, DOI DOI 10.1093/ACPROF:OSO/9780199206650.001.0001
[5]   Multinetwork of international trade: A commodity-specific analysis [J].
Barigozzi, Matteo ;
Fagiolo, Giorgio ;
Garlaschelli, Diego .
PHYSICAL REVIEW E, 2010, 81 (04)
[6]  
Beretta S., 2009, 1 INT NPR WORK UNPUB
[7]  
Blazquez L., 2013, I VALENCIANO INVESTI
[8]   FACTORING AND WEIGHTING APPROACHES TO STATUS SCORES AND CLIQUE IDENTIFICATION [J].
BONACICH, P .
JOURNAL OF MATHEMATICAL SOCIOLOGY, 1972, 2 (01) :113-120
[9]  
BONACICH P, 1987, AM J SOCIOL, V92, P1170, DOI 10.1086/228631
[10]   Eigenvector-like measures of centrality for asymmetric relations [J].
Bonacich, P ;
Lloyd, P .
SOCIAL NETWORKS, 2001, 23 (03) :191-201