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VOL. 10, NO. 5 • APRIL 2015­­

DALLASFED

Economic
Letter
Investment Enhances Emerging
Economies’ Living Standards
by Enrique Martínez-García

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ABSTRACT: Investment helps
countries at all levels of
economic development reap
productivity gains from new
technologies and improve
living standards. Investing to
support innovation and a skilled
workforce is as crucial for China
as it is for the U.S.

O

ver the past two decades, the
world has experienced a remarkable period of economic expansion that has led to improved
living standards in countless countries.
Between 1990 and 2013, output in a typical
economy as measured by gross domestic
product (GDP) per worker grew 45 percent. However, gains have been unevenly
distributed among countries.
The median emerging economy, in
particular, experienced a small decline in
GDP per worker during the 1990s that was
followed by a rapid increase of 46 percent
between 2001 and 2013. Though uneven
across countries, these gains have helped
lift the material well-being of millions of
people.
The experiences of the major emerging
economies and the U.S. point to the fundamental reasons behind the improving
living standards. Growth theory, the field
of economics that studies these issues,
emphasizes technological progress as the
key determinant of sustained increases in
living standards.1
However, data show that for most
countries, the main source of increased
output per worker is the accumulation
of capital for production through investment. It plays a major role even for leading
advanced countries such as the U.S. Rising
capital per worker is essential for coun-

tries to reap the benefits of technological
advancement and improve their standards
of living.
China, for example, sought to catch up
with the advanced economies by climbing
the technology ladder over the past two
decades. That process was supported by
large increases in capital per worker. Brazil
and South Africa increased labor productivity mainly through capital accumulation
involving the adoption of new information
and communication technologies.
These experiences suggest that investment can support economic expansion
through technological advancement and
the transfer and adoption of new technologies. In other words, investment is
necessary for countries to attain increased
efficiencies over time and to continue
improving their standards of living.
While the data suggest that capital
accumulation has been a major driver of
labor productivity gains for most countries
that adapted to structural changes in the
global economy and the emergence of new
technologies, the deeper lesson from the
past two decades is that living standards
cannot continue rising unless investment embodies technological advances.
Investment also needs to promote technological catch-up for material gains to
spread to developing countries that have
yet to reach the technological frontier.

Economic Letter
Uneven Productivity Gains

The deeper lesson
from the past two
decades is that living
standards cannot
continue rising unless
investment embodies
technological
advances.

GDP per worker indicates a country’s
ability to provide for the material needs of
its citizens. Gains in labor productivity are
aligned with improvements in standards
of living. Table 1 summarizes the growth
in labor productivity and employment for
the median world economy, the U.S. and
five major emerging economies—Brazil,
Russia, India, China and South Africa
(BRICS). The analysis covers three periods,
1990–2000, 2001–07 and 2008–13.
A country’s output growth is the sum
of labor productivity and employment
growth. While output growth is one standard measure of economic activity, labor
productivity growth is a better gauge of
whether a country’s living standards are
improving. For the median world economy—representing the typical pattern—
employment growth tends to be as important as labor productivity growth (among
advanced economies, labor productivity
growth is more important).
The five emerging economies are
among the largest and most dynamic,
though no broad-based catch-up in standards of living has occurred. Countries
with stagnant or even declining living standards still managed to attain some measure of output growth by adding workers to
the labor force. For Brazil and South Africa,
output growth was largely driven by an

Table

1

Brazil
Russia
India
China
South Africa

Labor Productivity Growth Sources
Differences in labor productivity
growth—the pace of improvement in the
standard of living—among countries stem
from two main sources.2 One is the contribution of capital deepening—the rate of
capital accumulation per worker. The other
is the varying rate of technological change.
Theory suggests that only technological progress can affect labor productivity
growth in the long term.3
Emerging economies experienced a
surge in labor productivity growth after
2001, with China achieving this breakthrough based on significant contributions
from both capital deepening and measured technological progress, similar to the
U.S. experience (Chart 1). India performed
similarly.
The fall of the Berlin Wall and the collapse of the Soviet Union triggered a severe
correction in Russia during the early 1990s.

Labor Productivity Gains Among Major Emerging Economies
Lift World Living Standards

Median world economy
U.S.

expanding workforce in the 1990s, and for
Brazil, it remained that way into the 2000s.
Labor productivity growth paced
the stronger economic gains for most
countries in the 2000s, though it declined
among advanced economies. After the
2008 global recession, labor productivity
growth declined globally toward its 1990s
rate among most major emerging and
advanced economies.

Percent
change
1990–2000

Percent
change
2001–07

Percent change
2008–13

Labor productivity growth

1.25

2.24

1.19

Employment growth

1.51

2.22

1.39

Labor productivity growth

1.92

1.50

1.19

Employment growth

1.32

0.91

–0.22

Labor productivity growth

0.69

0.74

1.01

Employment growth

1.16

2.60

1.74

Labor productivity growth

–3.34

5.38

1.67

Employment growth

–0.60

1.16

0.07

Labor productivity growth

3.01

4.33

5.41

Employment growth

2.50

2.91

1.03

Labor productivity growth

5.57

10.99

8.22

Employment growth

1.20

0.65

0.36

–0.42

2.86

1.94

1.98

1.38

0.35

Labor productivity growth
Employment growth

NOTES: Table shows the mean for each period with all available information. World numbers correspond to the performance
of the median country to measure the typical growth rates in the database.
SOURCES: Conference Board’s Total Economy Database 2014 release; author’s calculations.

2

Economic Letter • Federal Reserve Bank of Dallas • April 2015

Economic Letter
Painful adjustments followed, and new
business practices and technology were
imported to replace the old ways of the
centrally planned economy. In the 2000s,
Russian labor productivity growth accelerated, primarily through the contribution of
technological progress, with modest contributions from capital deepening. Brazil
and South Africa experienced meager
gains or even declines in labor productivity
during the 1990s. They rebounded in the
2000s, primarily due to the contributions of
capital deepening.
Economies that have more quickly
improved their standards of living have
tended to experience a contribution of
technological change similar to that of the
U.S. China attained strong efficiency gains
and improved its standard of living by
opening its economy and removing barriers that had prevented the reallocation of
capital to more-productive activities. By
comparison, Brazil was unable to achieve
significant efficiency gains but partly offset
this with investment.

Interpreting the Numbers
The work of Nobel laureate Robert M.
Solow and economist Trevor Swan suggests that the contribution of rising capital
per worker should fade away over time
due to diminishing returns on capital.4
The contribution of capital deepening is
expected to be more substantial in developing countries—economies with lower
capital-per-worker ratios—as they catch
up to the advanced countries’ standard of
living.
Emerging economies with high
employment growth rates—Brazil and
South Africa, for example—tend to be
poorer and grow their labor productivity
more slowly. A greater proportion of their
investment must be used to maintain a level of capital per worker (capital widening)
before investment contributes to an actual
increase. Differences in the contribution of
capital deepening can also arise from low
savings and low technological returns from
innovation.5

Investment Matters
Technological change may require new
capital—expenditures for new hardware,
communications devices and airplanes—
to take advantage of the technology gains.
Technological change may also occur

related include information technology
hardware, telecommunication equipment
and software.
Based on sector data, about 30 percent
of capital deepening’s contribution for the
median world economy has been related
to information and communications technology during the past two decades (Chart
2). The shares are higher for advanced
economies—ranging from 45 to 60 percent
for the U.S.
Advanced economies were better
prepared to capitalize on changes in

when a new technology produces more
output with existing capital and workers—through new software, management
methods and ways of organizing production. The information and communication
revolution of the 1990s facilitated the latter
form of technological change.
The data distinguish the contributions
of capital deepening by sector. Sectors
not directly connected with information technologies are nonresidential
construction, transport equipment and
machinery. Sectors that are directly

Chart

1

Countries Differ in Contribution of Capital Deepening
to Labor Productivity Growth

Median
1990–2000
world
2001–07
2008–13
economy
U.S.

1990–2000
2001–07
2008–13

Brazil

1990–2000
2001–07
2008–13

China

1990–2000
2001–07
2008–13
–40

–20

0

20
40
Percent

60

Darker shade:
contribution of measured
technological progress

80

100

Lighter shade:
contribution of
capital deepening

NOTES: Chart plots the shares of labor productivity growth accounted for by capital deepening and measured
technological progress. The world numbers correspond to the median country, a measure of the typical contributions to
labor productivity growth in the data.
SOURCES: Conference Board’s Total Economy Database 2014 release; author’s calculations.

Chart

2

Capital Moves Into Information and Communication
Technologies Sectors as Countries Become More Developed

Median 1990–2000
world
2001–07
2008–13
economy
U.S.

1990–2000
2001–07
2008–13

Brazil

1990–2000
2001–07
2008–13

China

1990–2000
2001–07
2008–13
0

10

20

30

40

50
60
Percent

Darker shade:
information and
communication sectors

70

80

90

100

Lighter shade:
noninformation and
noncommunication sectors

NOTES: Chart depicts the share of capital deepening’s contribution to labor productivity growth accounted for by sectors
both related and unrelated to information and communication technologies. The sector definitions follow the Conference
Board’s Total Economy Database. The world numbers correspond to the median country to provide a measure of the
typical fraction in the data.
SOURCES: Conference Board’s Total Economy Database 2014 release; author’s calculations.

Economic Letter • Federal Reserve Bank of Dallas • April 2015

3

Economic Letter

production and increases in market competition and to reap the benefits of the
new information and communication
technologies. Capital deepening associated
with the information and communication
revolution may have contributed to some
labor productivity growth among emerging
economies during the 2000s, though the
evidence is inconclusive.
Successful emerging economies such
as China did not immediately leap toward
the technological frontier. They exploited
their comparative advantage in unskilled
labor in the 1990s and expanded their output in less-capital-intensive, innovationdriven manufacturing activities such as
textiles. In the 2000s, they moved to more
capital-intensive activities in a process
of rapid industrialization. This required
further capital deepening to reap strong
efficiency gains.
Countries with low investment per
worker often pursued technological
change differently, investing in new information and communication technologies.
In Brazil, investment was tilted that way
during the 2000s, prior to the global recession. Brazil demonstrates the limits of what
can be accomplished—the country did
not achieve strong efficiency gains and,
accordingly, its standard-of-living advances lagged.
A shortage of suitably skilled workers
slowed diffusion of the new information
and communication technologies and
limited their impact in emerging economies.6 It also heightened disparities among
emerging economies’ abilities to improve
standards of living.

DALLASFED

Some Lessons Learned
The global economy has experienced
major shifts in the past two decades
involving tax reform, exchange-rate pegs,
currency unions and reductions in trade
barriers. However, sustained increases in
living standards over the long term have
remained elusive. Capital deepening is no
guarantee of improving material well-being
unless it is accompanied by efficiency
gains in production through technological
advancement.
A surge in labor productivity in major
emerging economies since the mid-1990s
appears driven by a faster accumulation
of capital per worker. Countries that were
most successful at closing their standardof-living gap with advanced economies
were those that more effectively allocated
their investments to reap the benefits of
technological advancement and climb the
technology ladder.
From the perspective of the U.S., the
key to improving living standards is to continue expanding the technological frontier.
This requires further investment in developing new technologies. Attaining the full
benefits of technological progress requires
innovation, promoting the exchange of
ideas and technologies, and a skilled labor
force.

See “Technological Progress is Key to Improving World
Living Standards,” by Enrique Martínez-García, Federal
Reserve Bank of Dallas Economic Letter, vol. 8, no. 4, 2013.
2
This growth decomposition is based on a model of how
aggregate output is related to capital and labor and to the
general efficiency with which they are used in production,
according to “Technical Change and the Aggregate Production Function,” by Robert M. Solow, Review of Economics
and Statistics, vol. 39, no. 3, 1957, pp. 312–20.
3
Capital deepening’s contribution equals capital-per-worker
growth times the share of capital in production.
4
See “A Contribution to the Theory of Economic Growth,”
by Robert Solow, Quarterly Journal of Economics, vol. 70,
no. 1, 1956, pp. 65–94; “Economic Growth and Capital
Accumulation,” by Trevor Swan, Economic Record, vol.
32, no. 2, 1956, pp. 334–61; and the technical appendix of
Martínez-García (2013) (see note 1).
5
A more-skilled labor force—“brains” and not just
“brawn”—can have a similar impact, according to “A
Contribution to the Empirics of Economic Growth,” by N.
Gregory Mankiw, David Romer and David Weil, Quarterly
Journal of Economics, vol. 107, no. 2, 1992, pp. 407–37.
6
Not all diffusion was slow. Cell phones have been widely
adopted in many emerging economies where the penetration
of landline phones was limited due to the high fixed cost of
infrastructure.
1

Martínez-García is a senior research
economist in the Research Department at
the Federal Reserve Bank of Dallas.

Notes
The author wishes to thank Valerie Grossman for outstanding research assistance.

Economic Letter

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