» Articles » PMID: 33674606

Productive Ecosystems and the Arrow of Development

Overview
Journal Nat Commun
Specialty Biology
Date 2021 Mar 6
PMID 33674606
Citations 3
Authors
Affiliations
Soon will be listed here.
Abstract

Economic growth is associated with the diversification of economic activities, which can be observed via the evolution of product export baskets. Exporting a new product is dependent on having, and acquiring, a specific set of capabilities, making the diversification process path-dependent. Taking an agnostic view on the identity of the capabilities, here we derive a probabilistic model for the directed dynamical process of capability accumulation and product diversification of countries. Using international trade data, we identify the set of pre-existing products, the product Ecosystem, that enables a product to be exported competitively. We construct a directed network of products, the Eco Space, where the edge weight corresponds to capability overlap. We uncover a modular structure, and show that low- and middle-income countries move from product communities dominated by small Ecosystem products to advanced (large Ecosystem) product clusters over time. Finally, we show that our network model is predictive of product appearances.

Citing Articles

Skill dependencies uncover nested human capital.

Hosseinioun M, Neffke F, Zhang L, Youn H Nat Hum Behav. 2025; .

PMID: 39994459 DOI: 10.1038/s41562-024-02093-2.


Integration or fragmentation: the arrow of China's lithium product development.

Du P, Ni Y, Zhang Y Environ Sci Pollut Res Int. 2024; 31(10):16011-16027.

PMID: 38308784 DOI: 10.1007/s11356-024-32301-5.


Product progression: a machine learning approach to forecasting industrial upgrading.

Albora G, Pietronero L, Tacchella A, Zaccaria A Sci Rep. 2023; 13(1):1481.

PMID: 36707529 PMC: 9880377. DOI: 10.1038/s41598-023-28179-x.


The new paradigm of economic complexity.

Balland P, Broekel T, Diodato D, Giuliani E, Hausmann R, OClery N Res Policy. 2022; 51(3):104450.

PMID: 35370320 PMC: 8842107. DOI: 10.1016/j.respol.2021.104450.

References
1.
Bettencourt L, Samaniego H, Youn H . Professional diversity and the productivity of cities. Sci Rep. 2014; 4:5393. PMC: 4066264. DOI: 10.1038/srep05393. View

2.
Saavedra S, Reed-Tsochas F, Uzzi B . A simple model of bipartite cooperation for ecological and organizational networks. Nature. 2008; 457(7228):463-6. DOI: 10.1038/nature07532. View

3.
Girvan M, Newman M . Community structure in social and biological networks. Proc Natl Acad Sci U S A. 2002; 99(12):7821-6. PMC: 122977. DOI: 10.1073/pnas.122653799. View

4.
Zaccaria A, Cristelli M, Tacchella A, Pietronero L . How the taxonomy of products drives the economic development of countries. PLoS One. 2014; 9(12):e113770. PMC: 4259464. DOI: 10.1371/journal.pone.0113770. View

5.
Hidalgo C, Blumm N, Barabasi A, Christakis N . A dynamic network approach for the study of human phenotypes. PLoS Comput Biol. 2009; 5(4):e1000353. PMC: 2661364. DOI: 10.1371/journal.pcbi.1000353. View