Faculty of Economics-Prilep, "St. Kliment Ohridski" University, Bitola, North Macedonia.
Macedonian Academy of Sciences and Arts, Skopje, North Macedonia.
PLoS One. 2020 Apr 2;15(4):e0229547. doi: 10.1371/journal.pone.0229547. eCollection 2020.
The research on core-periphery structure of global trade from a complex-network perspective has shown that the world system is hierarchically organized into blocks and that countries play different roles in the world economy. Yet, little attention has been paid to investigating whether the sectoral international trade networks conform to a core-periphery structure, hence what is the role of different levels of processing in creating and maintaining structural inequality. This issue is of particular importance given the contemporary focus upon global production networks and reshaping of the international division of labor. With this in mind, we propose a model (LARDEG) from network science to reexamine old theories in economics, such as core-periphery structures in sectoral international trade networks and test whether the global value chains have changed structural positions in terms of the level of processing. The economic background of our model permitting a more accurate sorting of countries into structural positions and the general stability of results have provided for a more solid measurements than has hereto been possible. Our algorithm naturally produces networks with hierarchically nested block structure obtained from an iterative decomposition of the network periphery such that each block represents a vertex set of a maximal size sub-graph existing at different levels. The results not only lend support to the previous hierarchical model of the world-system (core, semi-periphery, and periphery) but also find that, depending on particular industry, the number of analytically identifiable blocks could be more than three. We show that 'size effect' is the one that prevails for core block membership at the first hierarchical level, while the GNI per capita is a much poorer proxy for the world-system status. Moreover, the patterns of blocks we label as the second- or third-level 'core' are strongly dependent on distance and geographical proximity. Overall, the various configurations of asymmetrical trade patterns between our blocks and the remarkably stable position of core countries at the top of structure clearly indicate that the rise of global production networks has actually restored a huge and unequal international division of labor splitting the world into 'headquarter' and 'factory' economies.
从复杂网络的角度研究全球贸易的核心-边缘结构表明,世界体系是按层次组织成块的,各国在世界经济中扮演着不同的角色。然而,人们很少关注调查部门间国际贸易网络是否符合核心-边缘结构,以及不同层次的加工在创造和维持结构不平等方面的作用。考虑到当前全球生产网络的关注和国际分工的重塑,这个问题尤其重要。考虑到这一点,我们从网络科学中提出了一个模型(LARDEG),重新审视了经济学中的旧理论,例如部门间国际贸易网络中的核心-边缘结构,并测试了全球价值链在加工水平方面是否改变了结构地位。我们模型的经济背景允许更准确地将国家分类到结构地位,并且结果的总体稳定性提供了比以往更可靠的测量。我们的算法自然会产生具有层次嵌套块结构的网络,这些块结构是通过网络外围的迭代分解获得的,使得每个块代表不同层次上存在的最大大小子图的顶点集。研究结果不仅支持了世界体系的先前分层模型(核心、半边缘和边缘),而且还发现,根据特定行业,可分析的块数可能超过三个。我们表明,在第一层次的核心块成员资格中,“规模效应”是主要的,而人均国民总收入(GNI)是世界体系地位的一个较差的代理。此外,我们标记为第二或第三层次“核心”的块模式强烈依赖于距离和地理接近度。总体而言,我们各个块之间的不对称贸易模式的各种配置以及核心国家在结构顶部的显著稳定地位清楚地表明,全球生产网络的兴起实际上恢复了巨大而不平等的国际分工,将世界分为“总部”和“工厂”经济体。