Lei Hongmei, Chen Ying, Li Ruiqi, He Deli, Zhang Jiang
School of Systems Science, Beijing Normal University, Beijing, China.
PLoS One. 2015 Jul 14;10(7):e0129955. doi: 10.1371/journal.pone.0129955. eCollection 2015.
As a result of the international division of labor, the trade value distribution on different products substantiated by international trade flows can be regarded as one country's strategy for competition. According to the empirical data of trade flows, countries may spend a large fraction of export values on ubiquitous and competitive products. Meanwhile, countries may also diversify their exports share on different types of products to reduce the risk. In this paper, we report that the export share distribution curves can be derived by maximizing the entropy of shares on different products under the product's complexity constraint once the international market structure (the country-product bipartite network) is given. Therefore, a maximum entropy model provides a good fit to empirical data. The empirical data is consistent with maximum entropy subject to a constraint on the expected value of the product complexity for each country. One country's strategy is mainly determined by the types of products this country can export. In addition, our model is able to fit the empirical export share distribution curves of nearly every country very well by tuning only one parameter.
由于国际分工,由国际贸易流动所证实的不同产品的贸易价值分布可被视为一个国家的竞争战略。根据贸易流动的实证数据,各国可能会将很大一部分出口价值用于普遍存在且具有竞争力的产品。与此同时,各国也可能会使其在不同类型产品上的出口份额多样化以降低风险。在本文中,我们报告称,一旦给出国际市场结构(国家 - 产品二分网络),通过在产品复杂性约束下最大化不同产品份额的熵,就可以得出出口份额分布曲线。因此,最大熵模型能很好地拟合实证数据。实证数据与在每个国家产品复杂性期望值约束下的最大熵一致。一个国家的战略主要由该国能够出口的产品类型决定。此外,我们的模型仅通过调整一个参数就能很好地拟合几乎每个国家的实证出口份额分布曲线。