Structural change, integration and manufacturing exports in Mexico and China, 1995 – 2011
23rd International Input-Output Conference
June 2015, Mexico, Mexico City
Topic: Investigations into Economic Structural Change and Dynamics
Structural change, integration and manufacturing exports in
Mexico and China, 1995 – 2011
José Luis Estrada López
Full-time research professor in the Department of Economics at UAM-Iztapalapa.
Lesbia Pérez Santillán
PhD student. Economics Graduate Department, UNAM.
23rd International Input-Output Conference
Structural change, integration and manufacturing exports in Mexico and China, 1995 – 2011
Introduction
China and Mexico have integrated to the world economy with quite contrasting economic
performance. China opened up to foreign direct investment (FDI), following a variant of
the East Asian economic development model with strong State interventionist policies.
Its economic growth has averaged 10% in the previous three decades, industrialization
has speeded up transforming its rural economy into a modern urban one, with all its
collateral environmental problems. It has provided employment to hundreds of millions
of people from rural areas, but at the cost of worsening inequalities, both regional and
personal.
23rd International Input-Output Conference
Structural change, integration and manufacturing exports in Mexico and China, 1995 – 2011
Introduction
According to World Bank data, Agricultural value added has diminished
from 30.2% In 1980 to 10.1% in 2012, at the same time that the
corresponding for services has increased from 21.6% 44.6%; manufacturing
valued added has practically maintained around 32-33% since 1990.
Between 1990 and 2011, rural population has decreased from 73.6% to
48.2% (which still amounts to more than 650 million people). Following a
traditional industrialization pattern, employment´s share has decreased in
agriculture from 60.1% to 34.8% during this period.
23rd International Input-Output Conference
Structural change, integration and manufacturing exports in Mexico and China, 1995 – 2011
Introduction
On the contrary, the Mexican economy has transformed as a result of a series of
structural reforms and its adherence to the North American Free Trade Association
(NAFTA), but it has had a dissapointing economic performance. By 1980, the
Mexican economy had already achieved a middle-income status due to an
industrialization phase during previous decades, but was entering a extended period
of crisis and stagnation. Per-capita GDP level ( $2, 700 usdls.) was over ten times
that of China ($193 usdls.) but its growth rate over the next three decades averaged
less tan 1%.
Among the main structural transformations of the Mexican economy we see: (a) a
sharp shift towards manufacturing exports, as part of its integration into the
international segmentation of production, specially with the USA but also with
other economies, notably some Asians (China, Japan and South Korea); (b) as a
result of its low economic growth, a substantial part of its population has migrated
to USA or has engaged in a variety of informal activities.
23rd International Input-Output Conference
Structural change, integration and manufacturing exports in Mexico and China, 1995 – 2011
Structural change, integration and manufacturing exports in
Mexico and China, 1995 – 2011
The aim of this presentation is to examine the patterns of structural change in
Mexico and China, highlighting the role of manufacturing exports, the
evolution of its internal organization and its relationship with the international
segmentation of production (ISP).
It also analyses the sources of these changes in relation to domestic conditions
and industrial policies implemented from 1995 to 2011, associated with their
specific form of integration into the international segmentation of production.
23rd International Input-Output Conference
Structural change, integration and manufacturing exports in Mexico and China, 1995 – 2011
Structural change, integration and manufacturing
exports in Mexico and China, 1995 – 2011
The processes of economic growth of China and Mexico, since the late
twentieth century have relied on their integration to the global economy,
in which dominates the International Segmentation of Production (ISP).
A number of patterns can be observed in each economy in intersectoral
relationships that show different responses and projects of domestic and
global productive integration.
23rd International Input-Output Conference
Structural change, integration and manufacturing exports in Mexico and China, 1995 – 2011
Methodological description and data
Data used are from the National Input-Output Tables (NIOT) of the World InputOutput Database (WIOD). Using input-output methods that identify the determinants
of growth and structural change, associated with final demand, exports, import
substitution and technological change, this study estimates their relative contribution.
The study of changes in economic output over time, under the input-output analysis is
associated with structural decomposition analysis (SDA). In this respect decompose
the change of a given variable (the total production, final demand, value added,
employment, energy use) in factors that explain that variation (changes in demand,
technology, imports).
The task of breaking down the total change of a variable into its component provides
a way to quantify the relative importance of the different explanatory components of
any observed economic change (Miller and Blair 2009).
The SDA is important because it provides information to the orientation of economic
policies.
23rd International Input-Output Conference
Structural change, integration and manufacturing exports in Mexico and China, 1995 – 2011
Methodological description and data
For the structural change analysis, the model developed by Syrquin (1975) used in
other studies as Jian (1996) and Thaiprasert and Hicks (2011) is estimated.
The aim is to decompose the changes in the economy in general and manufacturing in
particular, associated with the processes observed in the Mexican and Chinese
economies since the late twentieth century. From the perspective of demand, it
isolates the effect of the ISP in the sources of growth of manufacturing activities.
Syrquin’s model analyzes the growth and structural change using non-competitive
National Input Output Tables (NIOT).
Structure of NIOT of Non-Competitive Import Type
23rd International Input-Output Conference
Structural change, integration and manufacturing exports in Mexico and China, 1995 – 2011
Methodological description and data
Syrquin’s model breaks down the determinants of growth and change in
industrial structure factors associated with changes in final demand, exports,
import substitution (or non-import substitution) and technological change.
Changes in
final demand
Exports
Growth and
structural
change
Import
sustitution
Technological
change
23rd International Input-Output Conference
Structural change, integration and manufacturing exports in Mexico and China, 1995 – 2011
Methodological description: Model
a) Gross production is given by:
PBt = Adt PBt + Ydt + Xt
(I - Adt) PBt =Ydt + Xt
[1]
b)
PBt = (I - Adt)-1 (Ydt + Xt)
[2]
Adij = technical coefficient matrix of domestic transactions with � � as elements
Yd= column vector of domestic final demand for domestically produced goods
Y= column vector of final demand for domestically produced goods and imported goods.
X= vector column exports
23rd International Input-Output Conference
Structural change, integration and manufacturing exports in Mexico and China, 1995 – 2011
Methodological description: Model
c) The import dependency ratio of final demand in each activity is defined as:
mFjt = (Yjt – Ydjt)/Yjt (j= 1,…,n)
And : �� Diagonal matrix of the final demand import dependency ratio with ��� as j
th element (ratio of dependency on final demand import sector or activity j). Then:
Ydt = Yt - ��� Dt = (I – ��� ) Yt
d) As defined ��� = � − ��
as:
−�
, then equation PBt = (I - Adt)-1 (Ydt + Xt)
PBt =
�
�
[(I – ��� ) Yt + Xt]
e) Then the change in PB at time t + 1 equals:
ΔPB =
�
�+�
[(I – ���+� ) Yt+1 + Xt+1] -
�
�
[(I – ��� ) Yt + Xt]
23rd International Input-Output Conference
Structural change, integration and manufacturing exports in Mexico and China, 1995 – 2011
Methodological description: Model
Regrouping
�
�
�
�
�
�
) (Yt+1 - Yt) +��+1
(Xt+1 - Xt) +��+1
(��� – ��+1
) Yt +( ��+1
- ��� ) [(I – ��� ) Yt + Xt]
= ��+1
(I – ��+1
�
�
�
�
�
�
= ��+1
(I – ��+1
) ΔD+ ��+1
ΔX + ��+1
(��� – ��+1
) Yt +( ��+1
- ��� ) [(I – ��� ) Yt + Xt]
[3]
In this last expression, the focus is on the fourth term, which follows:
�
( ��+1
- ��� ) [(I – ��� ) Yt + Xt] =
�
�
-1] � � [(I – � � ) Y + X ]
( ��+1
[ ��� )-1 – (��+1
�
�
t
t
�
= �+� (Adt+1 - Adt)PBt
[4]
As it defined, the term ��� represents the outputs induced directly and indirectly by changes in
intermediate demand based on changes in input coefficients of domestic production of goods. In this
context, a way to define the matrix Ad is as follows:
Ad = A – Am
23rd International Input-Output Conference
Structural change, integration and manufacturing exports in Mexico and China, 1995 – 2011
Methodological description: Model
Thus, changes in the technical coefficients of production of domestic goods, can be broken down as
follows:
Adt+1 – Adt = (At+1 – At) - (Amt+1 – Amt)
[5]
Substituting equation [5] in equation [4] leads to the following equation:
=
�
�+� (Amt+1
- Amt)PBt +
�
�+� (At+1
- At)PBt
Taking up this equation, you can disaggregate the change in gross output (PB) of the follows:
�
�
�
�
�
�
�
) ΔD+ ��+�
ΔX+��+�
(��� – ��+�
) Yt +��+�
(Amt+1 - Amt)PBt+ ��+�
(At+1 - At)PBt
ΔPB = ��+�
(I – ��+�
�
�
) ΔD
��+�
(I – ��+�
�
��+�
ΔX
�
�
��+�
(��� – ��+�
) Yt
�
��+�
(Amt+1 - Amt)PBt
�
��+�
(At+1 - At)PBt
1) Effects of structural changes in the domestic final demand
2) Effects of structural changes in exports
3) Effects of import substitution on domestic final demand
4) Effects of import substitution of intermediate demand
5) Effects of technological changes
23rd International Input-Output Conference
Structural change, integration and manufacturing exports in Mexico and China, 1995 – 2011
Methodological description: Model
The NIOT are deflated to get comparable real terms over time. For this
purpose, are used price indices of the Socio Economic Accounts (SEA)
also published by the WIOD and disaggregated in 35 sectors, but only
available until 2009. The base year is 1995.
We estimated NIOT in real terms using a similar process of deflation to
the proposed by Dietzenbacher and Hoen (1998) and use the GRAS
method proposed by Temurshoev, Miller, and Bouwmeester (2013).
The results of structural change are presented in current and in constant
prices.
23rd International Input-Output Conference
Structural change, integration and manufacturing exports in Mexico and China, 1995 – 2011
Results for Mexico
Figure 1. Mexico: contributions of components to structural change, 1995-2009 and 1995-2011
(percent)
80.0
74.7
70.0
1995-2009 Deflacted Total
70.0
60.0
1995-2009 Deflacted Average manufacturing
58.2
62.0
51.8
1995-2011 Non deflacted Total
54.5
50.0
40.0
30.6
27.2
30.0
20.0
10.0
12.8
5.1
1.3
0.1
0.0
-14.0
-0.7
-1.6 -2.6
-2.6
-2.8
-10.0
-15.3
-8.8
-20.0
Domestic final demand
Exports
Imports substitution
domestic final demand
Imports substitution
domestic intermediate
demand
Technological changes
Source: Authors’ calculations based on México NIOT of WIOD.
23rd International Input-Output Conference
Structural change, integration and manufacturing exports in Mexico and China, 1995 – 2011
Table 1. Mexico: contribution to structural change components, sub-periods 1995-2009 and 1995-2011
(percent)
Domestic final
Exports
demand
Sub-period
1995 - 2000
Deflactaded
2000 - 2005
2005 - 2009
1995 - 2000
Non deflacted
2000 - 2005
2005 - 2011
Total
Total
Total
Total
Total
Total
Imports
Imports
substitution
substitution
domestic
domestic final
intermediate
demand
demand
Technological
changes
74.1
37.5
-1.8
-4.4
-5.3
127.6
30.1
-58.4
-4
4.8
76.1
5.4
-7.1
13.7
11.9
78.8
24.9
0.8
-1.5
-3.0
42.3
20.5
36.8
-1.9
2.3
12.5
34.4
57.2
-5.4
1.3
Source: Authors’ calculations based on México NIOT of WIOD.
23rd International Input-Output Conference
Structural change, integration and manufacturing exports in Mexico and China, 1995 – 2011
Table 2. Participation of manufacturing in the factors of structural change, sub-periods 1995-2009 and 19952011 (percent)
Deflactaded
Non
deflactaded
Imports
substitution
domestic
intermediate
demand
Technological
changes
Periods
Domestic final
demand
Exports
Imports
substitution
domestic final
demand
1995 – 2000
36.1
77.6
82.1
86.5
-44.1
2000 – 2005
40
78
67
67.5
-97.1
2005 – 2009
-0.2
260.9
85.4
122.3
-128.8
1995 – 2009
23.4
80.1
50
56.2
-252.3
1995 – 2000
26.7
66.5
39.7
87.1
5.7
2000 – 2005
-24.4
54.7
69.6
67.4
-51.5
2005 – 2011
-88.7
62.6
41.0
43.5
-171.2
1995 – 2011
20.9
61.4
18.0
59.4
80.8
Source: Authors’ calculations based on México NIOT of WIOD.
23rd International Input-Output Conference
Structural change, integration and manufacturing exports in Mexico and China, 1995 – 2011
Results for China
Figure 1. China: contributions of components to structural change, 1995-2009 and 1995-2011
(percent)
80.0
73.2
70.0
60.0
1995-2009 Deflacted Total
65.9
63.4
1995-2009 Deflacted Average manufacturing
58.1
1995-2011 Non deflacted Total
50.0
40.0
35.6
33.4 38.5
30.0
25.8
20.0
10.0
0.1 0.1
0.6 1.1
0.3
1.8
3.7 0.9 0.6
0.0
-1.8
-1.5
-0.1
-10.0
Domestic final demand
Exports
Imports substitution
domestic final demand
Imports substitution
domestic intermediate
demand
Technological changes
Source: Authors’ calculations based on China NIOT of WIOD.
23rd International Input-Output Conference
Structural change, integration and manufacturing exports in Mexico and China, 1995 – 2011
Table 3. China: contribution to structural change components, sub-periods 1995-2009 and 1995-2011
(percent)
Sub-period
Deflactated
Non
deflactated
Domestic final
demand
Exports
Imports
substitution
domestic final
demand
Imports
substitution
domestic
intermediate
demand
Technological
changes
1995 - 2000
Total
-101.7
20.6
195.7
1.5
-16
2000 - 2005
Total
60.9
53
-19.3
-7.5
12.9
2005 - 2009
Total
36.9
18.3
24.7
13
7.1
1995 - 2000
Total
77.5
21.2
0.9
-0.3
0.7
2000 - 2005
Total
60.6
39.3
-0.4
-4.2
4.7
2005 - 2011
Total
74.1
21.9
0.4
2.2
1.5
Source: Authors’ calculations based on China NIOT of WIOD.
23rd International Input-Output Conference
Structural change, integration and manufacturing exports in Mexico and China, 1995 – 2011
Table 4. Participation of manufacturing in the factors of structural change, sub-periods 1995-2009 and 19952011 (percent)
Deflactated
Non
deflactated
Imports
substitution
domestic
intermediate
demand
Technological
changes
Period
Domestic
final demand
Exports
Imports
substitution
domestic final
demand
1995 – 2000
70
74.7
63.3
57.1
37.1
2000 – 2005
60.8
80.7
93.2
81.5
91.2
2005 – 2009
42.1
87.4
88.8
84.4
108.6
1995 – 2009
60.1
83.7
98
77.8
165.6
1995 – 2000
38.4
67.1
62.8
50.9
64.1
2000 – 2005
42.7
71.5
57.7
58.7
45.5
2005 – 2011
45.0
73.7
82.6
91.9
68.7
1995 – 2011
44.9
73.1
83.2
-180.7
58.4
Source: Authors’ calculations based on China NIOT of WIOD.
23rd International Input-Output Conference
Structural change, integration and manufacturing exports in Mexico and China, 1995 – 2011
Table 5. Effect of selected variables on gross output change, China and Mexico, 1995-2009
(deflacted)
Total
final
domestic
demand
Exports
China deflactado
100
65.95
33.43
-1.80
0.60
1.82
Mexico deflactado
100
74.74
30.58
-2.81
-2.62
0.11
China average
manufacturing
58.11
38.54
-1.46
1.09
3.72
Mexico average
manufacturing
62.03
54.48
-13.96
-15.32
12.78
Import substitution on Import substitution on
final demand
inputs
Source: Authors’ calculations based on China and Mexico NIOT of WIOD.
23rd International Input-Output Conference
Change in
coefficients
Structural change, integration and manufacturing exports in Mexico and China, 1995 – 2011
Conclusions
Both in Mexico and China, the main sources of structural change in the period
are linked to domestic final demand and exports. However, given the structure
of economies between 1995 and 2009 it shows that the growth and change are
supported by final domestic demand in China (related more to the gross capital
formation). In Mexico the structural change is supported by private
consumption.
In both economies, the second most important source of growth and structural
change lies in exports. In this regard, it stresses that the main activities that
contribute to this factor are manufacturing.
Moreover, the contribution of technological change plays a positive role in both
economies, at least at the aggregate level. Once the focus is on manufacturing
activities in Mexico technological change has not contributed, or represents a
negative factor in the growth and structural change in such activities.
23rd International Input-Output Conference
Structural change, integration and manufacturing exports in Mexico and China, 1995 – 2011
Conclusions
In China, the contribution of technological change is concentrated in
manufacturing and is a positive factor in explaining the growth and structural
change. Again, this issue reflects the policy positions that have characterized
that country in the period in connection with the advancement in technology and
sophistication of its total manufacturing exports.
Moreover, when the analysis is done from NIOT without deflating, the main
factors of structural change, domestic final demand and exports remain as the
most important, both in the total economy and manufacturing. The effects
associated with import substitution and technological change, the results differ
from the analysis with NIOT in constant terms and NIOT in current terms,
accentuated in the case of Mexico. This leads to suggest concentrating,
whenever possible, in the deflated NIOT to have a clearer view of the sources of
structural change without the implied distortions in the framework at current
prices.
23rd International Input-Output Conference
Structural change, integration and manufacturing exports in Mexico and China, 1995 – 2011
Thanks!
jestrada10@hotmail.com; jlel@xanum.uam.mx
lesbia.psantillan@comunidad.unam.mx
23rd International Input-Output Conference