The building blocks of economic complexity
Bibliographic Data
| ID | 23374126 |
|---|---|
| Authors | César A Hidalgo (0000-0002-6031-5982, Harvard University), Raoul Hausmann (0000-0001-9284-5745, Harvard University), Ricardo Hausmann (Harvard University) |
| Year | 2009 |
| Volume | 106 |
| Issue | 26 |
| Pages | 10570-10575 |
| Publication date | 2009-06-30 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Proceedings of the National Academy of Sciences (JOURNAL) |
| Journal identifiers | ISSN: 0027-8424 • E-ISSN: 1091-6490 |
| Publisher | National Academy of Sciences (PUBLISHER • US) |
| DOI | 10.1073/pnas.0900943106 |
| PMID | 19549871 |
| PMCID | PMC2705545 |
| OpenAlex | W1966402429 |
| Language | EN |
| Citations received | 476 |
| References cited | 12 |
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 activities and with the complexity that emerges from the interactions between them. Here we develop a view of economic growth and development that gives a central role to the complexity of a country's economy by interpreting trade data as a bipartite network in which countries are connected to the products they export, and show that it is possible to quantify the complexity of a country's economy by characterizing the structure of this network. Furthermore, we show that the measures of complexity we derive are correlated with a country's level of income, and that deviations from this relationship are predictive of future growth. This suggests that countries tend to converge to the level of income dictated by the complexity of their productive structures, indicating that development efforts should focus on generating the conditions that would allow complexity to emerge to generate sustained growth and prosperity.
Division of labour · Economic geography · Economic growth · Economic system · Economics · Market economy · Prosperity · Economic and Technological Innovation
Unequal returns to growth and decline across US regions and social classes
Le maroc à l'horizon 2040
“Complexidade econômica” e mudança estrutural
Convergence of EU countries according to economic complexity
It’s All Connected, Man. A Review of César Hidalgo’s Why Information Grows
Os valores da intransigência
The innovation and industry dynamics of technology phase-out in sustainability transitions
Estonia’s party system today
Siege of Violent Crimes through Economic Complexity and Institutions
The Effect of Sustainable Development on Economic Complexity in OECD Countries
Culture-shaped Mental Models and the Governance of Innovation in Tourist Destinations - Comparative Evidence from Ecuador and Azerbaijan
Servicios y bienes intensivos en recursos naturales en Sudamérica
Who will win the green race? In search of environmental competitiveness and innovation
Diferencias Productivas Estructurales Entre El Centro Y La Periferia
Self-organization of meaning and the reflexive communication of information
Las especializaciones e interrelaciones productivas como factores de desarrollo en la Patagonia chilena
Diversification and sophistication of livestock products
Evolución manufacturera de Guanajuato
La complejidad y el desarrollo económico de América Latina, 1995-2018
Who has been driving the creation of industrial employment in Argentina? An analysis of the role of innovation
The great divide
The role of productive and technological capabilities in export dynamics in developing countries
Adapting education to industry 4.0
Development opportunities
Diversificação tecnológica nas mesorregiões do estado de São Paulo
Complexidade produtiva e desenvolvimento econômico
El potencial exportador verde de la Argentina
Corporate control, location and complexity of ICT R&D
Materias primas críticas y complejidad económica en América Latina
Exports, relational specificity and new investment locations
Handbook on the Geographies of Regions and Territories
Mapping the Real Routes of Trade in Fake Goods
Measuring the Statistical Capacity of Nations
Creating Markets in Kenya
Welfare-Consistent Global Poverty Measures
Cambodia
The Three Regularities in Development
Institutional Challenges at the Early Stages of Development
Capitalism, Global Change and Sustainable Development
Science, Morality, and the Roman Economy
The Network of Global Corporate Control
European commitment to COP21 and the role of energy consumption, FDI, trade and economic complexity in sustaining economic growth
Related variety and economic development
The impact of economic complexity on carbon emissions
Toward understanding the impact of artificial intelligence on labor
The environmental Kuznets curve, based on the economic complexity, and the pollution haven hypothesis in Piigs countries
The network structure of economic output
Economic complexity and the green economy
Economic growth, human capital and structural change
Climbing the ladder of technological development
Renewable and non-renewable energy consumption, economic complexity, CO2 emissions, and ecological footprint in the USA
Economic complexity theory and applications
The Principle of Relatedness
Consumption at what cost? Neighbourhood complexity and heat hazard
Resilience of consumer city under heatwaves
Conditional Diffusion
Stranded nations? Transition risks and opportunities towards a clean economy
Leveraging the digital layer
On firms’ product space evolution
Mapping capabilities for Smart Specialisation
Product relatedness and export specialisation in China’s regions
A multi-sector model of relatedness, growth and industry clustering
Co-location of skill-related suppliers
Boosting, sorting and complexity—urban scaling of innovation around the world
The digitalisation, dematerialisation and decarbonisation of the global economy in historical perspective
How do countries specialize in agricultural production? A complex network analysis of the global agricultural product space
Population concentration in high-complexity regions within city during the heat wave
Inside out
Promoting regional growth and innovation
Re-imagining evolutionary economic geography
Institutions and cultural capacity
The Nexus between Economic Complexity and Energy Consumption under the Context of Sustainable Environment
Predicting the technological complexity of global cities based on unsupervised and supervised machine learning methods
Governance, institutional quality and economic complexity in selected African countries
Digital Economy and Environmental Sustainability
How Do Immigrants Promote Exports? Networks, Knowledge, Diversity
Depopulation processes in Spain
Asymmetric impact of energy-related risk and economic complexity on load capacity factor in China
Economic Complexity and Income Inequality
Eco‐Innovation, Economic Complexity, and Sustainability
Trade Sophistication and Economic Development Stages in the Context of Global Digitalization
Righting the Ship
Deciphering the Relationship between Structural Change and Urbanization in Africa
The relationship between knowledge accumulation and gender norms
Creating path breakthroughs with skill endowment and complementarity
The synergetic effect of economic complexity and governance on quality of life
Globalization’s effects on South Asia’s carbon emissions, 1996–2019
Bridging nestedness and economic complexity in multilayer world trade networks
Sectoral economic complexity and environmental degradation
Dilution of expertise in the rise and fall of collective innovation
The effect of the knowledge economy on the exports of high-technology intensive goods
Forging linkages between complexity of productive capabilities and woman fertility
Viea
Measuring Spatiotemporal Civil War Dimensions Using Community-Based Dynamic Network Representation (CoDNet)
Medical Device Product Innovation Choices in Asia
How does the globalization process improve population health? An analysis from the perspective of economic complexity
Digital Trade Feature Map
Unveiling the Path to Sustainability in Africa
Ekonomik Kompleksite ve İnsani Gelişmişlik İlişkisi
Resistance is simple, resilience is complex
National Power and the Structure of Foreign Trade
Quality Ladders in the Theory of Growth
The Product Space Conditions the Development of Nations
Assortative Mixing in Networks
Export variety and the economic performance of countries
An Inquiry into the Nature and Causes of the Wealth of Nations
Endogenous Technological Change
The World Economy
Divergence, Big Time
| Unique citing works | 476 |
|---|---|
| Citations per year | 31,73 |
| Citation span | 2011 - 2026 (16) |
| Citation velocity | current |
| Highly cited | Yes |
| Citation types | Neutral: 448 |