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The Product Space and Its Consequences for Economic Growth Cesar A. Hidalgo R. B.Klinger, A.-L. Barabasi, R. Hausmann Center for International Development Kennedy School of Government Harvard University Center for Complex Network Research Department of Physics University of Notre Dame
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The Product Space and Its Consequences for Economic Growth Cesar A. Hidalgo R. B.Klinger, A.-L. Barabasi, R. Hausmann Center for International Development.

Mar 26, 2015

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Page 1: The Product Space and Its Consequences for Economic Growth Cesar A. Hidalgo R. B.Klinger, A.-L. Barabasi, R. Hausmann Center for International Development.

The Product Space and Its Consequences for Economic

Growth

Cesar A. Hidalgo R.B.Klinger, A.-L. Barabasi, R. Hausmann

Center for International DevelopmentKennedy School of Government

Harvard University

Center for Complex Network ResearchDepartment of PhysicsUniversity of Notre Dame

Page 2: The Product Space and Its Consequences for Economic Growth Cesar A. Hidalgo R. B.Klinger, A.-L. Barabasi, R. Hausmann Center for International Development.

Area of countries proportional to ppp (GDP per Capita). Source: worldmapper.org

Page 3: The Product Space and Its Consequences for Economic Growth Cesar A. Hidalgo R. B.Klinger, A.-L. Barabasi, R. Hausmann Center for International Development.
Page 4: The Product Space and Its Consequences for Economic Growth Cesar A. Hidalgo R. B.Klinger, A.-L. Barabasi, R. Hausmann Center for International Development.

Share of the ith product on the basket of country c at time t

Share of the ith product on the basket of the world at time t

ij=P(RCAi|RCAj)ij=P(RCAi|RCAj)

ij = min{P(RCAi|RCAj),P(RCAj|RCAi)}

B. Balassa, The Review of Economics and Statistics 68, 315 (1986).B. Balassa, The Review of Economics and Statistics 68, 315 (1986).

Page 5: The Product Space and Its Consequences for Economic Growth Cesar A. Hidalgo R. B.Klinger, A.-L. Barabasi, R. Hausmann Center for International Development.
Page 6: The Product Space and Its Consequences for Economic Growth Cesar A. Hidalgo R. B.Klinger, A.-L. Barabasi, R. Hausmann Center for International Development.
Page 7: The Product Space and Its Consequences for Economic Growth Cesar A. Hidalgo R. B.Klinger, A.-L. Barabasi, R. Hausmann Center for International Development.

Feenstra’s Trade Flows(1)

(1) Feenstra, R. R. Lipsey, H. Deng, A. Ma and H. Mo. 2005. “World Trade Flows: 1962-2000”NBER working paper 11040. National Bureau of Economic Research, Cambridge MA.

sitc-4 import and export data.

Page 8: The Product Space and Its Consequences for Economic Growth Cesar A. Hidalgo R. B.Klinger, A.-L. Barabasi, R. Hausmann Center for International Development.

Threshold = 0.55

Number of Links = 1525

Page 9: The Product Space and Its Consequences for Economic Growth Cesar A. Hidalgo R. B.Klinger, A.-L. Barabasi, R. Hausmann Center for International Development.
Page 10: The Product Space and Its Consequences for Economic Growth Cesar A. Hidalgo R. B.Klinger, A.-L. Barabasi, R. Hausmann Center for International Development.

MALAYSIA

Page 11: The Product Space and Its Consequences for Economic Growth Cesar A. Hidalgo R. B.Klinger, A.-L. Barabasi, R. Hausmann Center for International Development.

Malaysia 1975

Page 12: The Product Space and Its Consequences for Economic Growth Cesar A. Hidalgo R. B.Klinger, A.-L. Barabasi, R. Hausmann Center for International Development.

Malaysia 1980

Page 13: The Product Space and Its Consequences for Economic Growth Cesar A. Hidalgo R. B.Klinger, A.-L. Barabasi, R. Hausmann Center for International Development.

Malaysia 1985

Page 14: The Product Space and Its Consequences for Economic Growth Cesar A. Hidalgo R. B.Klinger, A.-L. Barabasi, R. Hausmann Center for International Development.

Malaysia 1990

Page 15: The Product Space and Its Consequences for Economic Growth Cesar A. Hidalgo R. B.Klinger, A.-L. Barabasi, R. Hausmann Center for International Development.

Malaysia 1995

Page 16: The Product Space and Its Consequences for Economic Growth Cesar A. Hidalgo R. B.Klinger, A.-L. Barabasi, R. Hausmann Center for International Development.

Malaysia 2000

Page 17: The Product Space and Its Consequences for Economic Growth Cesar A. Hidalgo R. B.Klinger, A.-L. Barabasi, R. Hausmann Center for International Development.

Density

j = Fraction of the product space

that seems to be developed fromthe jth product perspective

TN

TH N

Tk

kj

T

k

kj

j

1

1

Discovery Factor

Hj = Increase in density betweentransition product and undeveloped

products.

Page 18: The Product Space and Its Consequences for Economic Growth Cesar A. Hidalgo R. B.Klinger, A.-L. Barabasi, R. Hausmann Center for International Development.

Discovery Factor

Density

Page 19: The Product Space and Its Consequences for Economic Growth Cesar A. Hidalgo R. B.Klinger, A.-L. Barabasi, R. Hausmann Center for International Development.

P(transition | closest developed product is at proximity )

Page 20: The Product Space and Its Consequences for Economic Growth Cesar A. Hidalgo R. B.Klinger, A.-L. Barabasi, R. Hausmann Center for International Development.

Denotes where region has RCA

KEY

Page 21: The Product Space and Its Consequences for Economic Growth Cesar A. Hidalgo R. B.Klinger, A.-L. Barabasi, R. Hausmann Center for International Development.
Page 22: The Product Space and Its Consequences for Economic Growth Cesar A. Hidalgo R. B.Klinger, A.-L. Barabasi, R. Hausmann Center for International Development.

ConclusionWe showed:

• Product space is heterogeneous• Constrains the development of RCA• Rich and poor countries are located in

distinct places of it

• Development Strategies should be different for rich and poor countries

• The structure of the space preventseconomical convergence