Optimal diversification strategies in the networks of related products and of related research areas

被引:76
作者
Alshamsi, Aamena [1 ,2 ]
Pinheiro, Flavio L. [1 ]
Hidalgo, Cesar A. [1 ]
机构
[1] MIT, Media Lab, Collect Learning Grp, Cambridge, MA 02139 USA
[2] Khalifa Univ Sci & Technol, Masdar Inst, POB 54224, Abu Dhabi, U Arab Emirates
来源
NATURE COMMUNICATIONS | 2018年 / 9卷
关键词
SOCIAL NETWORK; INSTITUTIONS; KNOWLEDGE; EVOLUTION; SPREAD; PATHS;
D O I
10.1038/s41467-018-03740-9
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Countries and cities are likely to enter economic activities that are related to those that are already present in them. Yet, while these path dependencies are universally acknowledged, we lack an understanding of the diversification strategies that can optimally balance the development of related and unrelated activities. Here, we develop algorithms to identify the activities that are optimal to target at each time step. We find that the strategies that minimize the total time needed to diversify an economy target highly connected activities during a narrow and specific time window. We compare the strategies suggested by our model with the strategies followed by countries in the diversification of their exports and research activities, finding that countries follow strategies that are close to the ones suggested by the model. These findings add to our understanding of economic diversification and also to our general understanding of diffusion in networks.
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页数:7
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