Reconciling contrasting views on economic complexity

C Sciarra, G Chiarotti, L Ridolfi, F Laio - Nature communications, 2020 - nature.com
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 …

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 …

Product progression: a machine learning approach to forecasting industrial upgrading

G Albora, L Pietronero, A Tacchella, A Zaccaria - Scientific Reports, 2023 - nature.com
Economic complexity methods, and in particular relatedness measures, lack a systematic
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 …

[HTML][HTML] Evolution of global food trade network and its effects on population nutritional status

MM Silvestrini, NW Smith, FM Sarti - Current research in food science, 2023 - Elsevier
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 …

Ecological network evolution analysis in collective intelligence design ecosystem

ZL Fu, W Guo, L Wang, J Ma, LW Shi, M Lin - Advanced Engineering …, 2023 - Elsevier
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 …

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 …

A stochastic generative model of the world trade network

J García-Algarra, ML Mouronte-López, J Galeano - Scientific reports, 2019 - nature.com
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 …

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 …

Immigration and the economic performance of countries

S Roupakias, M Chletsos - Review of Development Economics, 2025 - Wiley Online Library
This paper provides cross‐country evidence on the relationship between immigration‐
induced diversity and economic performance, as evaluated by the Economic Fitness metric …