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Reconciling contrasting views on economic complexity
Summarising the complexity of a country's economy in a single number is the holy grail for
scholars engaging in data-based economics. In a field where the Gross Domestic Product …
scholars engaging in data-based economics. In a field where the Gross Domestic Product …
Tunable resource allocation dynamics for interpreting economic complexity
ZM Ren, L Zhao, WL Du, TF Weng, C Liu… - Chaos, Solitons & …, 2024 - Elsevier
A lot of effort has been devoted to network structural interpretations of the economic
complexity which can affect the level of economic growth and the activities of economic …
complexity which can affect the level of economic growth and the activities of economic …
Product progression: a machine learning approach to forecasting industrial upgrading
Economic complexity methods, and in particular relatedness measures, lack a systematic
evaluation and comparison framework. We argue that out-of-sample forecast exercises …
evaluation and comparison framework. We argue that out-of-sample forecast exercises …
Spatial-temporal analysis of the international trade network
D Liu, Z Yang, K Qin, K Li - Geo-spatial Information Science, 2025 - Taylor & Francis
With the support of spatial-temporal data analysis technologies and network science, the
International Trade Network (ITN) research has made significant progress, demonstrating …
International Trade Network (ITN) research has made significant progress, demonstrating …
[HTML][HTML] Evolution of global food trade network and its effects on population nutritional status
Abstract Changes in food systems during the last decades fostered the establishment of
global food networks based on exchanges between countries with different income levels …
global food networks based on exchanges between countries with different income levels …
Ecological network evolution analysis in collective intelligence design ecosystem
With the arrival of the AI era, traditional product design, which relied on professional
designers, has transformed into participatory design, which depends on the intellect of the …
designers, has transformed into participatory design, which depends on the intellect of the …
The middle-income trap and the co** strategies from network-based perspectives
MY Zhou, WM ** country reaches a relatively average income level, it often stops growing
further and its income does not improve. This is known as the middle-income trap. How to …
further and its income does not improve. This is known as the middle-income trap. How to …
A stochastic generative model of the world trade network
Abstract The World Trade Network (WTN) is a network of exchange flows among countries
whose topological and statistical properties are a valuable source of information. Degree …
whose topological and statistical properties are a valuable source of information. Degree …
Strategies for selecting trading partners based on economic complexity of international trade networks: A comparison between Chinese and the US markets
Z Ren, W Du, Z Zhao, L Zhao, T Weng - Humanities and Social …, 2024 - nature.com
Selecting suitable trading partners in the globalized trade landscape remains critical.
Traditional selection processes driven by factors like comparative advantage and trade costs …
Traditional selection processes driven by factors like comparative advantage and trade costs …
Immigration and the economic performance of countries
This paper provides cross‐country evidence on the relationship between immigration‐
induced diversity and economic performance, as evaluated by the Economic Fitness metric …
induced diversity and economic performance, as evaluated by the Economic Fitness metric …