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Introduction
Technology
Trade
Conclusions

The Labor Market Effects of Technology and Trade
Shocks in the United States
Prof. Dr. David Dorn
CEMFI Madrid

October 2013

Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

Technology and Trade
Key forces shaping labor markets in industrialized nations?
Universal hypothesis: “Technology and Trade”

Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

Outline
1

Technology
Future: What are economists’ long-term predictions about
technological change?
Past: How did technology affect workers over the course of
history?
Present: What do we know about the labor market impacts of
the ongoing “computer revolution”?

2

Trade
How does its impact differ from that of technology?

3

Conclusions
Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

Hypothesis 1: The End of Work?

Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

Hypothesis 1: The End of Work?

Source: Time Magazine
Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

Hypothesis 2: The End of Technological Change?

Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

Hypothesis 2: The End of Technological Change?

Source: Gordon (2012)
Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

Hypothesis 2: The End of Technological Change?

Source: Gordon (2012)
Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

A Clash of Predictions

Speculative predictions about future technological change vary
dramatically:
1

An ever accelerating improvement of computer technology will
rapidly lead us to the point where computers dominate most
human labor.

2

There is decreasing scope for future innovation, and technology
will have little novel impact on labor markets in the future.

Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

From Speculation to Evidence

We can only speculate about the distant future. However, we
have empirical evidence about past experience with technology:
1

What labor market effects of technology did people expect?

2

What were the actual impacts?

I will discuss historical technological progress using examples
from the textile sector.

Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

Technology 1: Hand Spindle

Source: Wikipedia
Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

Technology 2: Spinning Wheel (11th-15th Century)

Source: Wikipedia
Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

Reaction to the Spinning Wheel: Bans

In 1412, the city council of Cologne prohibited the production
of a spinning wheel by a local craftsman, because it feared
unemployment among textile manufacturers that used the
hand spindle.
In the 16th Century, the newly developed ribbon weaving
machines were banned in large parts of Europe.
Source: Prion (1907)

Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

Technology 3: Spinning Machine (18th Century)

Source: AP European History

Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

Reaction to the Spinning Machine: Protests

Source: Wikipedia
Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

Labor Market Impact of Technological Innovation
The spinning machine allowed that one worker produced the
amount of yarn previously produced by 200 workers
Nevertheless, technological progress did not induce a
long-term rise in unemployment!
Why?
1

Creation of new jobs in the “technology sector” (e.g.,
production of machines)

2

Falling price of textile allowed consumers to buy more textiles
and other goods, thus creating job growth in many sectors of
the economy

Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

The Luddite Fallacy

Predictions of technology-induced long-term unemployment
have been proven wrong time and again.
The amount and composition of work in the economy is not
fixed: While there is ongoing mechanization of jobs, there is
also ongoing creation of new employment opportunities.
At the start of the 20th Century, few would have predicted
that today, employment in banks or hospitals or in the
entertainment industry exceeds employment of the entire
agricultural sector.

Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

The Computer Revolution

Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

What Do Computers Do?
Computers execute routines that follow exact procedural rules:
Saving/recalling/transmitting information
Calculations
Steering machines according to a pre-specified program

Computers struggle with task that cannot easily be programed
ex ante:
Creativity
Social interaction (leadership, negotiations, coaching)
Visual and spatial recognition and fine motoric movement

Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

“Routine” Occupations Compete with Computers

Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

“Abstract” Occupations Benefit from Computers

Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

“Manual” Occupations are not Directly Affected

Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

“Routine” Occupations Have Middling Wages

Source: Autor and Dorn (2013)
Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

Labor Market Polarization: USA 1980-2005

Source: Autor and Dorn (2013)

Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

Labor Market Polarization: Europe 1993-2006

Source: Goos, Manning and Salomons (2012)
Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

Technology vs Trade
Trade between wealthy countries and less developed countries
has increased dramatically in the last 20-25 years.
Most of this trade growth is driven by China’s rise as a global
manufacturing superpower:
Reforms since the 1980s: Special Economic Zones, better
access to foreign investment and technology, facilitated
domestic migration
Result: dramatic increase in productivity in certain
manufacturing industries

US is potentially most affected by China because it provides
few exports to China
Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

US Trade with China
Trade&Flows&Between&U.S.&and&&China&
(Billions&of&2007&US&Dollars)&
1991&

2000&

2007&

$400&bil&
$350&bil&

$330.0&bil&

$300&bil&
$250&bil&
$200&bil&
$150&bil&

$121.6&bil&

$100&bil&
$57.4&bil&
$50&bil&

$26.3&bil&

$10.3&bil&

$23.0&bil&

$0&bil&
Imports&

Exports&

Source: Autor, Dorn and Hanson (2013)
Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

Other Countries’ Trade with China

Dorn

Source: Autor, Dorn and Hanson (2013)
Technology and Trade
Introduction
Technology
Trade
Conclusions

Measuring the Impacts of Trade and Technology
Autor, Dorn and Hanson (2013) show that exposure to trade
and technology differs across geographic locations in the US:
Some cities are historically specialized in activities that use a
lot of “routine” occupations, and now face greater exposure to
computer technology
Others are specialized in manufacturing industries that have
become strongly exposed to import competition from China

We study the impact of technology and trade exposure on
employment in manufacturing and non-manufacturing jobs
employment in “abstract” (e.g., managerial/professional),
“routine” (e.g., clerical/production) and “manual” (e.g.,
service/construction) occupations
Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

Geography of Technology Exposure

Autor, Dorn and Hanson (2013)

Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

Geography of Trade Exposure

Autor, Dorn and Hanson (2013)

Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

Trade and Technology Impacts in Manufacturing

Source: Autor, Dorn and Hanson (2013)
Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

Trade and Technology Impacts in Non-Manufacturing

Source: Autor, Dorn and Hanson (2013)
Dorn

Technology and Trade
Introduction
Technology
Trade
Conclusions

What Do We Learn from the Evidence?
1

A long history shows that technological change (and increased
trade) does not inevitably create long-term unemployment.

2

However, these forces affect the composition of employment:
polarization of employment due to displacement of “routine”
middle-wage occupations
decline of manufacturing employment due to trade competition

3

Not all displaced workers can easily reallocate to new and
attractive jobs.

4

A proactive school and training system should foster the
competences that are least threatened by computerization and
trade, such as creativity, problem solving, and communication.
Dorn

Technology and Trade

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Innlegg av Prof David Dorn på NHHs høstkonferanse 29oct