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VOL. 10, NO. 10 • OCTOBER 2015­­

DALLASFED

Economic
Letter
Long View of China Suggests
Inevitable Slowdown
by Anton Cheremukhin

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ABSTRACT: Market reforms
account for almost half of
China’s growth miracle since
1978. However, the pace of
expansion is bound to slow
down as China approaches
the technological frontier.

C

hina has grown at an average
annual rate of 9.4 percent since
beginning its economic reforms
in 1978—an extraordinary performance reminiscent of the much smaller
Asian Tiger economies of South Korea and
Taiwan decades earlier.
It’s difficult to maintain such expansion. China’s growth rate has recently
slipped to the 7–8 percent range, prompting some analysts to ask whether the miracle has come to an end. The short answer
may well be that China, while facing a
robust future, is encountering the increasing constraints of an advanced economy.
Understanding the future of the
Chinese economy requires understanding
its past—at the very least, the past since
the Communist Party founded the People’s
Republic of China in 1949 and regular data
collection started in 1952. Specifically, it’s
useful to examine the speed with which
China grew before its relatively recent
reforms and how the implementation of
those reforms accelerated growth.
China’s rise has received much
less attention from economists than it
deserves, and the prereform period is usually mentioned in the context of the disaster of the Great Leap Forward (1958–62)
and the turmoil of the Cultural Revolution
(1966–76). This is unfortunate. Prereform
China not only implemented one of the

largest economic policy experiments and
development programs in modern history,
but its prereform performance provides an
important benchmark for the subsequent
growth miracle.
Data on aggregate and sectoral variables—such as output, consumption,
investment and trade variables, and capital
and labor inputs—for China for the past
60 years help illustrate this benchmark’s
usefulness.1 These data help uncover the
factors that contributed to growth during
each period. They show the disproportionate distribution of the factors of production, labor and capital across sectors and
how the productivity of the factors changed
over time.
This approach enables a quantitative evaluation of the sources of growth
in China during the entire 60-year period
from the perspective of a standard, twosector neoclassical growth model. This is
a workhorse model used to study growth
and structural economic transformation. It
also provides a way to assess the effects of
technological advances and the barriers to
capital accumulation and labor and capital
reallocation. The data viewed through the
lens of the model make possible a comparison of the performance under the rule
of Mao Zedong to the economic miracle
associated with the post-1978 economic
reforms (Table 1).

Economic Letter
Sources of Growth

annual growth rate included a dramatic
acceleration in manufacturing productivity, accounting for 5.8 percentage points,
and a significant reduction in intersector
distortions of prices and wages, which
explains 1.1 percentage points. Meanwhile,
the introduction of the policy of limiting
couples to one child reduced by more than
half the contribution of demographic factors in the post-1978 period, amounting to
1.3 percentage points.

During the pre-1978 communist
period, China performed respectably,
achieving 5.6 percent growth in real
(inflation-adjusted) gross domestic product (GDP), a broad measure of output.
Expansion of the labor force accounted
for a sizeable part of that, 3.3 percentage
points. However, manufacturing productivity growth also played an important
role, contributing 1.4 percentage points
to GDP growth. The importance of productivity growth is surprising because
the Chinese economy under Mao is often
associated with inefficient production—
for example, backyard furnaces or mammoth industrial projects.
A true growth miracle occurred in the
postreform period. The behavior of real
GDP per capita, with and without reforms,
is shown in Chart 1. The 9.4 percent

g

nd

Table

1

Post-1978 Reforms
In an effort to better understand the
sources of the additional 4 percentage
points of top-line growth and link them to
specific reforms, it’s helpful to examine the
timing and economic consequences of the
changes.
A key factor, accounting for 1.7 percentage points of extra GDP growth, is the rapid

What Drove China’s Gross Domestic Product Growth?
1953–78
(percentage points)

1978–2012
(percentage points)

Agricultural productivity

0.0

0.8

Manufacturing productivity

1.4

5.8

Reduction in intersector distortions

0.3

1.1

Demographics

3.3

1.3

Other

0.7

0.4

Total

5.6

9.4

NOTES: Productivity refers to total factor productivity; manufacturing sector includes all nonagricultural activity, and the
“other” category includes defense spending, foreign trade and investment distortions.

Conventional Explanations

SOURCE: Author’s calculations.

To understand what to expect from
China, it is crucial to understand which
economic mechanisms have been particularly important for growth. Analysis
casts doubt on some common explanations for China’s rise.
First, consider the argument that
growth in China is investment-driven.
Proponents point to the surge in investment from 20 percent of GDP in the
1960s to 45 percent in 2010 and to the
associated buildup of capital stock that
has led to increases in the amount of
capital per worker (capital deepening).
They argue that growth has been artificially boosted by excess investment
which, as in the former Soviet Union,
sacrifices consumption for increasingly
wasteful capital accumulation.
This narrative would imply a significant increase in the distortions rep-

Chart

1

China Experiences Robust Growth Before Reforms

Gross domestic product per capita*

12,800
Actual performance

6,400
3,200

No reforms

1,600
800
400
200
1952

1962

1972

1982

*1990 purchasing-power-parity international dollars.
SOURCES: National Bureau of Statistics of China; author’s calculations.

2

expansion of private sector manufacturing productivity (Table 2). It is partly the
product of market reforms that created
a competitive environment for entrepreneurs in the private sector and increased
incentives to produce more efficiently and
adopt state-of-the-art technologies. The
expansion of the private sector and the
movement of people and resources from
the state to the private sector provided an
additional 1 percentage point to growth.
The overall effects of reorganization and
incentivization of the manufacturing sector
accounts for a 3 percentage-point increase
in GDP growth.
Other reforms also played a substantial role; two of them are particularly
noteworthy. Taking apart monopolies in
the manufacturing and agricultural sectors accounts for an extra 0.6 percentage
point of GDP growth. Price and housing
reforms that better aligned the relative
prices with relative wants of the consumers account for an additional 0.2 percentage point of GDP growth. The overall
result of the reforms for the growth and
structural transformation of the Chinese
economy is substantial.
Without reforms, China’s GDP per
capita would have been $2,536 versus
$10,274 (in 2012 purchasing-power-parity dollars), and the share of labor force in
agriculture would have been 57 percent
rather than 33 percent.

1992

2002

2012

Economic Letter • Federal Reserve Bank of Dallas • October 2015

Economic Letter
Table

2

and production distortions explain virtually 100 percent of China’s additional
growth and structural transformation.

Post-1978 Reforms Boost Gross Domestic Product Growth
GDP growth
(percentage points)

Agricultural sector reforms

0.3

Manufacturing sector reforms

3.0

a) Private sector productivity

1.7

b) Public sector productivity

0.3

c) Reallocation to private sector

1.0

Market reforms

Areas for Improvement

0.9

a) Price and housing reforms

0.2

b) Demonopolization

0.6

c) Other

0.1

Total

4.2

NOTE: Some numerical discrepancies between Tables 1 and 2 are attributable to consideration of the “no reforms” scenario
starting in 1975.
SOURCE: Author’s calculations.

resenting implicit subsidies for capital
reallocation across sectors and time periods. However, closer inspection finds no
noticeable change in these distortions,
suggesting that their quantitative effect
is negligible. This finding indicates that,
given the substantial growth potential of
China, large investment projects may be
close to a socially desirable policy that
enables China’s economy to achieve its
full potential, rather than a distortionary
policy aimed at boosting the economy in
the short term at the expense of the wellbeing of the people.
Second, consider the narrative that
China’s growth is export-led. This view
proposes that an increasing share of
demand coming from abroad substantially speeds up growth.
Again, a closer examination finds that
trade (the simple impact of net exports
by sector) plays a limited role. In particular, exchange of goods per se plays little
role, while a faster spread of leadingedge technologies that might come as an
unintended consequence of openness to
trade likely contributes to GDP growth by
speeding up productivity growth.
Third, consider the argument that the
relaxation of hukou—household registration policies that restrict movement of
people from villages to the cities—played
an important role. This would tend to
result in a narrowing difference between
wages in agriculture and manufacturing,
and thus, decrease distortions on labor
mobility across sectors.

However the contrary occurred—
labor mobility distortion increased, most
likely reflecting the importance of human
capital and returns on skill in the nonagricultural sector.
Finally, there is scant evidence that
state capitalism—in which the government organizes and leads economic
activity—is responsible for China’s
growth miracle. In fact, the growth rate
of productivity in the state nonagricultural sector was the same post-1978 as
it was during Mao’s era. Private sector
productivity growth, reallocation of labor
and capital from the state to the private
sector, and the reduction of consumption

Chart

2

Given all that China has already
achieved, a natural question is how much
room for improvement is left and how
fast can China grow in the years to come.
Based on a model-based projection to
2050, China can expect robust future
growth.
Since the 1950s, China has been catching up by removing barriers to reallocation
of resources between sectors of the economy and by adopting state-of the-art technologies. The natural ceiling to consider
is the level at which China would remove
all barriers to reallocation of resources
and where production technologies catch
up with those of the developed countries,
such as the U.S. When that level is reached,
no country can grow faster than the technological frontier, which has historically
allowed for income per capita expansion at
roughly 1.5 percent annually.
Consider two growth scenarios—an
optimistic one and a pessimistic one. Both
are shown in Chart 2, relative to the “ceiling,” approximated by the projected path
of U.S. GDP per capita. The optimistic
scenario assumes that productivity keeps
growing and reforms continue at the same
pace as in the reform period. The pessimistic scenario assumes that productivity
growth slows down to its prereform pace

Real Gross Domestic Product Per Capita

1990 purchasing-power-parity international dollars

96,000
48,000

U.S.

24,000

Pessimistic
path

Optimistic
path

12,000
China

6,000
3,000
2000

2010

2020

2030

2040

2050

SOURCES: National Bureau of Statistics of China; author’s calculations.

Economic Letter • Federal Reserve Bank of Dallas • October 2015

3

Economic Letter

and reforms stop, preserving distortions at
their current levels.
The growth rates corresponding to
the optimistic projection suggest that
China can keep growing at the current
7–8 percent annual rate for about a
decade (Table 3). Then, the growth rate
is bound to slow to 5–6 percent in 2030
and to around 3–4 percent as technology
catches up with that of the U.S. by 2050.
Alternatively, China growth could slow
down more now, but then it would take a
much longer period to catch up with the
U.S. In that case, China can sustain a 4–5
percent growth rate for many decades to
come.
Why is growth bound to slow down?
First, a substantial part of the distortions
that could be removed through reforms
has already been taken away. There
is only limited room for improvement
in the allocation of resources between
major sectors of the economy. Notably,
further reforms aimed at increasing competition and demonopolization of the
economy could help remove remaining
intersectoral distortions and contribute
to faster growth.
Second, China is quickly approaching
the ceiling on productivity determined
by frontier technologies. This projected
ceiling cannot be exceeded without a
dramatic surge in the pace of innovation and technological improvement
worldwide.

Bumpy Path Forward
The model used focuses on long-run
factors behind growth and structural
transformation, but it has less predictive

DALLASFED

Table

3

Time period

Two Scenarios of China
Growth Anticipate Slowing
2012–24

2024–36

2036–50

Optimistic

7.8

5.2

3.6

Pessimistic

5.0

4.6

3.9

SOURCE: Author’s calculations.

or explanatory power over short-term
fluctuations. To follow either of the two
projected paths going forward, China
must overcome some obstacles.
As China transitions further away
from a centrally planned, state-run
enterprise, it becomes subject to the
same stumbling blocks as other market
economies. Like its predecessors, Japan
and the Asian Tigers, China is becoming
more vulnerable to coordination failures
of the free-market system, showing up
as sudden stops, banking or financial
crises. China’s officials will be tested as
they seek the right balance: keeping their
positive role of coordinating markets, but
without overregulating the economy.

As China transitions
further away from a
centrally planned,
state-run enterprise,
it becomes subject to
the same stumbling
blocks as other market
economies.

Anton Cheremukhin is a senior research
economist in the Research Department of
the Federal Reserve Bank of Dallas.

Note
“The Economy of People’s Republic of China from
1953,” by Anton Cheremukhin, Mikhail Golosov, Sergei
Guriev and Aleh Tsyvinski, National Bureau of Economic
Research, Working Paper no. 21397, July 2015.
1

Economic Letter

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