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For Adam Smith, wealth was related to the division of labor. As people and firms specialize in different activities, economic efficiency increases, suggesting that development is associated with an increase in the number of individual…

综合金融 · 定量金融 2009-09-23 Cesar A. Hidalgo , Ricardo Hausmann

Economic transformation -- change in what an economy produces -- is foundational to development and rising standards of living. Our understanding of this process has been propelled recently by two branches of work in the field of economic…

物理与社会 · 物理学 2023-03-28 James McNerney , Yang Li , Andres Gomez-Lievano , Frank Neffke

Economic complexity reflects the amount of knowledge that is embedded in the productive structure of an economy. By combining tools from network science and econometrics, a robust and stable relationship between a country's productive…

经济学 · 定量金融 2016-11-22 Viktor Stojkoski , Zoran Utkovski , Ljupco Kocarev

Economic complexity measures aim to quantify the capability content or endowment of industries and territories; however, capabilities are not observable, and therefore cannot be directly used in the computations. We estimate such endowments…

综合经济学 · 经济学 2025-07-09 Antonio Russo , Pasquale Scaramozzino , Andrea Zaccaria

Classic economic science is reaching the limits of its explanatory powers. Complexity science uses an increasingly larger set of different methods to analyze physical, biological, cultural, social, and economic factors, providing a broader…

综合金融 · 定量金融 2017-07-11 Klaus Jaffe

Economic complexity reflects the amount of knowledge that is embedded in the productive structure of an economy. It resides on the premise of hidden capabilities - fundamental endowments underlying the productive structure. In general,…

计量经济学 · 经济学 2018-09-05 Zoran Utkovski , Melanie F. Pradier , Viktor Stojkoski , Fernando Perez-Cruz , Ljupco Kocarev

How much knowledge is there in an economy? In recent years, data on the mix of products that countries export has been used to construct measures of economic complexity that estimate the knowledge available in an economy and predict future…

经济学 · 定量金融 2017-07-26 Saleh Albeaik , Mary Kaltenberg , Mansour Alsaleh , Cesar A. Hidalgo

We analyze the decisive role played by the complexity of economic systems at the onset of the industrialization process of countries over the past 50 years. Our analysis of the input growth dynamics, based on a recently introduced measure…

经济学 · 定量金融 2018-01-09 Emanuele Pugliese , Guido L. Chiarotti , Andrea Zaccaria , Luciano Pietronero

In economic literature, economic complexity is typically approximated on the basis of an economy's gross export structure. However, in times of ever increasingly integrated global value chains, gross exports may convey an inaccurate image…

综合经济学 · 经济学 2020-12-11 Philipp Koch

The current work discusses how complex networks can be applied in order to aid economical development and stability at several scales and contexts. The following activities are involved: (a) compilation of several types of data related to…

物理与社会 · 物理学 2007-05-23 Luciano da Fontoura Costa

In recent years economic complexity has grown into an active field of fundamental and applied research. Yet, despite important advances, the policy implications of economic complexity remain unclear or misunderstood. Here I organize the…

综合经济学 · 经济学 2023-08-08 César A. Hidalgo

Estimating the capabilities, or inputs of production, that drive and constrain the economic development of urban areas has remained a challenging goal. We posit that capabilities are instantiated in the complexity and sophistication of…

物理与社会 · 物理学 2021-09-17 Andres Gomez-Lievano , Oscar Patterson-Lomba

A recent paper by Hausmann and collaborators (1) reaches the important conclusion that Complexity-weighted diversification is the essential element to predict country growth. We like this result because Complexity-weighted diversification…

综合经济学 · 经济学 2019-12-24 Luciano Pietronero , Andrea Gabrielli , Andrea Zaccaria

To achieve inclusive green growth, countries need to consider a multiplicity of economic, social, and environmental factors. These are often captured by metrics of economic complexity derived from the geography of trade, thus missing key…

综合经济学 · 经济学 2024-07-25 Viktor Stojkoski , Philipp Koch , César A. Hidalgo

We provide a mechanistic foundation for economic complexity methods. In our model, an economy's ability to produce an activity depends on the joint presence of required capabilities. We analytically derive the Economic Complexity Index…

综合经济学 · 经济学 2026-05-29 César A. Hidalgo , Viktor Stojkoski

Recent studies highlight economic complexity's role in mitigating fiscal crises, often measured via an economy's trade structure. Trade, however, is just one facet of an economy's structure and omits critical innovative activities like…

综合经济学 · 经济学 2024-11-05 Goran Hristovski , Gjorgji Gockov , Viktor Stojkoski

This article conducts a literature review on the topic of monetary policy in developing countries and focuses on the effectiveness of monetary policy in promoting economic growth and the relationship between monetary policy and economic…

综合经济学 · 经济学 2023-03-07 Marouane Daoui

Labor market institutions are central for modern economies, and their polices can directly affect unemployment rates and economic growth. At the individual level, unemployment often has a detrimental impact on people's well-being and…

社会与信息网络 · 计算机科学 2016-09-07 Abdullah Almaatouq

A rich theoretical and empirical literature investigated the link between export diversification and firm performance. Prior theoretical works hinted at the key role of capability accumulation in shaping production activities and…

综合经济学 · 经济学 2025-07-30 Valerio De Stefano , Maddalena Mula , Manuel Sebastian Mariani , Andrea Zaccaria

Debates over the trade-offs between specialization and diversification have long intrigued scholars and policymakers. Specialization can amplify an economy by concentrating on core strengths, while diversification reduces vulnerability by…

物理与社会 · 物理学 2025-03-31 Matteo Straccamore , Matteo Bruno , Andrea Tacchella
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