3.3k citations · 6.2k across the 2 of their papers we have counts for
4 papers
Machine-learned patterns suggest that diversification drives economic development
Charles D. Brummitt, Andres Gomez-Lievano, Ricardo Hausmann +1
We develop a machine-learning-based method, Principal Smooth-Dynamics Analysis (PriSDA), to identify patterns in economic development and to automate the development of new theory…
Productive Ecosystems and the Arrow of Development
Neave O'Clery, Muhammed A. Yildirim, Ricardo Hausmann
Economic growth is often associated with diversification of economic activities. Making a product in a country is dependent on having, and acquiring, the capabilities needed to mak…
The Building Blocks of Economic Complexity
Cesar A. Hidalgo, Ricardo Hausmann
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 a…
The Product Space Conditions the Development of Nations
C. A. Hidalgo, B. Klinger, A. -L. Barabasi +1
Economies grow by upgrading the type of products they produce and export. The technology, capital, institutions and skills needed to make such new products are more easily adapted…