Related Experiment Video
Updated: Feb 1, 2026

11:51
Combining Behavioral Endocrinology and Experimental Economics: Testosterone and Social Decision Making
Published on: March 2, 2011
15.7K
Complexity, centralization, and fragility in economic networks
Carlo Piccardi1, Lucia Tajoli2
1Department of Electronics, Information, and Bioengineering, Politecnico di Milano, Milano, Italy.
Plos One
|November 30, 2018
Summary
Complex products, with greater technological content, are traded via more centralized networks. This structure increases global economic fragility, especially for strategic goods, impacting international trade dynamics.
Area of Science:
- Economics
- Network Science
- Product Complexity Theory
Background:
- Global trade networks are vital for economic stability and shock propagation.
- Trade structures vary significantly across different product types.
- Recent economic uncertainty highlights the importance of understanding trade network vulnerabilities.
Purpose of the Study:
- To quantitatively analyze the relationship between product complexity and trade network structure.
- To assess the implications of this relationship for global economic fragility.
Main Methods:
- Utilized a diverse set of indicators from network science.
- Applied principles of product complexity theory.
- Conducted quantitative analysis of international trade data.
Main Results:
- Higher product complexity correlates with more centralized trade networks.
- Centralized networks, where a few countries dominate exports, are more vulnerable to disruptions.
- Complex products are traded through networks with fewer dominant exporting nations.
Conclusions:
- The current global trade system exhibits high fragility, particularly for complex and strategic products.
- Product complexity is a key determinant of trade network centralization and associated risks.
- Understanding these dynamics is crucial for mitigating economic shocks in a globalized world.
Related Concept Videos
Protein Networks
4.5K
An organism can have thousands of different proteins, and these proteins must cooperate to ensure the health of an organism. Proteins bind to other proteins and form complexes to carry out their functions. Many proteins interact with multiple other proteins creating a complex network of protein interactions.
These interactions can be represented through maps depicting protein-protein interaction networks, represented as nodes and edges. Nodes are circles that are representative of a protein,...
These interactions can be represented through maps depicting protein-protein interaction networks, represented as nodes and edges. Nodes are circles that are representative of a protein,...
4.5K
The Central Dogma
139.8K
Overview
139.8K
The Central Dogma
33.8K
The central dogma explains the flow of genetic information from DNA nucleotides to the amino acid sequence of proteins.
RNA is the Missing Link Between DNA and Proteins
In the early 1900s, scientists discovered that DNA stores all the information needed for cellular functions and that proteins perform most of these functions. However, the mechanisms of converting genetic information into functional proteins remained unknown for many years. Initially, it was believed that a single gene is...
RNA is the Missing Link Between DNA and Proteins
In the early 1900s, scientists discovered that DNA stores all the information needed for cellular functions and that proteins perform most of these functions. However, the mechanisms of converting genetic information into functional proteins remained unknown for many years. Initially, it was believed that a single gene is...
33.8K
Network Covalent Solids
16.2K
Network covalent solids contain a three-dimensional network of covalently bonded atoms as found in the crystal structures of nonmetals like diamond, graphite, silicon, and some covalent compounds, such as silicon dioxide (sand) and silicon carbide (carborundum, the abrasive on sandpaper). Many minerals have networks of covalent bonds.
To break or to melt a covalent network solid, covalent bonds must be broken. Because covalent bonds are relatively strong, covalent network solids are typically...
To break or to melt a covalent network solid, covalent bonds must be broken. Because covalent bonds are relatively strong, covalent network solids are typically...
16.2K
Formation of Complex Ions
26.1K
A type of Lewis acid-base chemistry involves the formation of a complex ion (or a coordination complex) comprising a central atom, typically a transition metal cation, surrounded by ions or molecules called ligands. These ligands can be neutral molecules like H2O or NH3, or ions such as CN− or OH−. Often, the ligands act as Lewis bases, donating a pair of electrons to the central atom. These types of Lewis acid-base reactions are examples of a broad subdiscipline called coordination...
26.1K
Measures of Central Tendency
21.1K
The "center" of a data set is also a way of describing location. The two most widely used measures of the "center" of the data are the mean (average) and the median. The words "mean" and "average" are often used interchangeably. The substitution of one word for the other is common practice. The technical term is "arithmetic mean" and "average" is technically a center location. However, in practice among non-statisticians,...
21.1K

