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Industrial policy, Structural Change, and Pattern of Industrial Productivity Growth in Taiwan
1
Tsu-tan FuDepartment of Economics & Center for Efficiency and Productivity Research,
Soochow University
Hsing-chun LinDepartment of Applied Economics, National Chiayi University
Yih-ming LinDepartment of Applied Economics, National Chiayi University
Wei-sing KongTaiwan Research Institute
To be presented at the third World KLEMS Conference, Tokyo, Japan on May 19, 2014.
1. Introduction
The purpose of this paper is to investigate the relationship among industrial policy, structural change and TFP growth pattern at industry level in 1981-2010.
We review the main Taiwan industrial development policy We construct the Taiwan KLEMS Database, in which the
economy is divided into 31 industries based on the Asia KLEMS manual.
Investigate the structural change among industries. We decompose the output growth into contributions of
capital, labor and intermediate inputs as well as total factor productivity.
We further conduct cross-period and cross-industry comparisons on the structures of industry output growth and of the factor contribution in Taiwan.
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The Main Taiwan Industrial Development Strategies
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Figure 1: An overview of Taiwan’s Industrial Development
2000's Knowledge-Intensive Manufacturing and Service Industry
ICT Growth slow down 3.76%
1980-1990's High-Tech IndustryICT Rapid Growth 7.37%
1970's Heavy and Chemical IndustryExport Expansion 9.27%
1960's Light industryImport Substition Average GDP Growth rate 10.2%
Challenges during 1981-2010
Oil crisis the appearance of a powerful
opposition partythe appreciation of the New
Taiwan dollars (NT$)Labor and land cost increaseinflation and asset bubbles (stock
market and housing price)
4
The Main Taiwan Industrial Development StrategiesEconomic liberalization and
InternationalizationITRI and the technical support of
the NSTPThe Establishment of the HSIPTax incentives under the Statute
of Upgrading IndustriesPromotion of the Semiconductor
industry
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3.1 Growth Accounts
6
3.1 Growth Accounts
7
3.1 Growth Accounts
8
3.1 Growth Accounts
9
3.2 Taiwan KLEMS Database
Outputs (GO, VA):Based on DGBAS data
Directorate General of Budget, Accounting and Statistics, Taiwan (DGBAS)
http://www.dgbas.gov.tw
Time period: 1981-2010
93SNA (asset classification)
31 sectors (the 32th sector, the “EXTRA-TERRITORIAL ORGANIZATIONS AND BODIES” in Asia KLEMS manual, is not available)
GO = II+ VA (Gross output = intermediate inputs + value added)
Using National Income Survey data
Convert 63 sectors into 31 sectors10
3.2 Taiwan KLEMS Database
Capital input (K):
Capital = real net capital stock (DGBAS)
Capital stock- adopt the Benchmark extrapolation method
Benchmark year: -those when each Industrial and Commercial Census took place and national wealth census (only once)
Convert capital data from DGBAS (16 sectors available after 2001 and 11 sectors available before 2001) into the capital data in format of 31 sectors
Base year: 2005
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3.2 Taiwan KLEMS Database
Labor input (L):Man Hours: including man hours of employees, employers, own-
account workers, and unpaid family workers
Data sources:
1. Man hours - from Manpower survey
2. Adjusted working hours– Employees’ Earnings Survey
3. The source of average wages –The Manpower Utilization Survey
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3.2 Taiwan KLEMS Database
Labor input (L):Total Labor compensation = Average Labor compensation
(wage)* total equi-employed persons (Taiwan wage and productivity report)
Total working hours
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3.2 Taiwan KLEMS Database
Data from Intermediate Input of national income
Divide all sectors into three sectors, energy (E), Materials(M), Services(S)
Using Input-output table to get the inputs of E, M, S for each industry
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3.2 Taiwan KLEMS Database
K, L, E, M, S Shares:
K, L, E, M, S are known
Nominal value shares for L, E, M, S, and K:
1. SL = L/Gross output
2. SE = E/Gross output
3. SM = M/Gross output
4. SS = S/Gross output
5. Capital share SK= 1 – SL – SE – SM - SS
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3.2 Taiwan KLEMS Database
Total Factor Productivity (TFP):
TFP growth (dlnTFP) is defined as:
◦ (1) for Growth Output (GO)
dlnTFP_GO =
dln(GO) – SL*dlnL - SK*dlnK - SE* dlnE – SM*dlnM – SS*dlnS
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Table1: The industry Value Added weights by sector
unit:%
Sector 1981-1990 1991-2000 2001-2010 1981-2010
Primary 6.13 3.10 1.73 3.66
Secondary 44.75 34.70 30.99 36.82
Manufacturing 35.55 27.03 26.29 29.62
Tertiary 49.11 62.19 67.27 59.53
Primary and Secondary sectors decreased over time. Tertiary sector increased up to 67%. Secondary to 31%.
Figure 1: Industrial structure of Taiwan: 1981-2010
1987 is the year of industrial structure turning in Taiwan.
Table 2-1: Industry Value Added Weights by selected year (Primary & Secondary)
unit:%Sector Industry number 1981 1990 2000 2010
Secondary1.Agriculture, hunting and forestry 7.65 4.24 2.08 1.69 2.Mining and quarrying 2.16 0.68 0.52 0.48 3.Food products, beverages and tobacco 4.48 3.33 1.47 1.24 4.Textiles, textile products, leather and footwear 6.96 4.47 1.88 0.82 5.Wood and products of wood and cork 0.65 0.41 0.08 0.07 6.Pulp, paper, paper products, printing and publishing 1.57 1.29 0.73 0.63 7.Coke, refined petroleum products and nuclear fuel 1.30 1.14 1.38 1.09 8.Chemicals and chemical products 2.50 2.82 2.25 3.23 9.Rubber and plastics products 1.42 2.10 1.26 0.70 10.Other non-metallic mineral products 1.69 1.43 0.70 0.47 11.Basic metals and fabricated metal products 2.94 3.99 3.55 3.30 12.Machinery, nec 0.98 1.28 1.18 1.27 13.Electrical and optical equipment 4.31 5.46 8.37 12.08 14.Transport equipment 2.39 2.42 1.56 1.26 15.Manufacturing nec; Recycling 2.80 2.01 1.04 0.65 16.Electricity, gas and water supply 3.40 2.81 2.06 1.35 17.Construction 5.69 4.61 3.22 2.90
Most manufacturing industries decreased over time. Industry #8, 11, 13, 17 remain important.
Table 2-2: Industry Value Added Weights by selected year (Tertiary)
unit:%Sector Industry number 1981 1990 2000 2010Tertiary 18.Sale, maintenance and repair of motor vehicles 1.16 1.44 1.33 1.23
19.Wholesale trade and commission trade 6.17 6.23 9.41 10.94 20.Retail trade, except of motor vehicles and motorcycles 5.78 5.76 6.97 6.67 21.Hotel and restaurants 0.90 1.67 2.09 2.05 22.Transport and storage 4.27 4.40 3.93 3.02 23.Post and telecommunications 1.62 1.72 2.50 1.95 24.Financial intermediation 4.22 7.77 8.58 6.51 25.Real estate activities 5.09 6.42 8.88 8.86 26.Renting of m&eq and other business activities 1.70 2.02 3.39 4.88 27.Public admin and defence; Compulsory social security 9.01 9.29 8.16 7.48 28.Education 2.74 3.06 4.22 4.74 29.Health and social work 0.75 1.60 2.63 3.09 30.Other community, social and personal services 3.22 3.51 3.87 4.55 31.Private households with employed persons 0.47 0.61 0.71 0.80
Most service industries increased over time. Industry #19, 20, 24, 25, 27 are more important.
Figure 3a: Growth of Industry Output 1982-2010
Growth rate varies by industry; Most are positive. Only 3 industries among top 10 are Secondary industries. Other top 7 are Tertiary industries.
Inputs : 1982-2010
Capital, Labor, Intermediate Inputs (Energy, Materials, Services)
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Figure 3b: Growth of Industry Labor Input (HEMP, working hour)1982-2010
There are about 10 industries among primary and secondary industries which labor input growth rate are negative or close to 0.
Figure 3c: Growth of Industry Capital Stock Input 1982-2010
The growth rate of Capital input is relative higher than labor input.
Figure 3d: Growth of Industry Energy Input 1982-2010
Figure 3d: Growth of Industry Material Input 1982-2010
Figure 3e: Growth of Industry Service Input 1982-2010
TFP at Industry Level
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Table 4a: Growth of TFP by Period (Primary & Secondary)
unit:%
Industry number 1982-2010 1982-1990 1991-2000 2001-2010
Primary 1.Agriculture, hunting and forestry 0.75 1.13 0.80 0.35Secondary 2.Mining and quarrying 1.96 1.77 0.06 4.03
3.Food products, beverages and tobacco -0.91 -0.46 -0.76 -1.484.Textiles, textile products, leather and footwear -0.32 0.03 -0.29 -0.665.Wood and products of wood and cork 0.46 0.85 0.78 -0.336.Pulp, paper, paper products, printing and publishing -0.04 -0.97 0.37 0.387.Coke, refined petroleum products and nuclear fuel 0.75 0.72 1.39 0.148.Chemicals and chemical products 0.56 0.76 0.70 0.259.Rubber and plastics products 0.66 2.00 0.44 -0.3210.Other non-metallic mineral products 0.60 1.10 0.77 -0.0311.Basic metals and fabricated metal products 0.74 1.05 1.43 -0.2212.Machinery, nec 0.73 0.97 0.70 0.5513.Electrical and optical equipment 1.39 0.60 1.28 2.2014.Transport equipment 0.04 0.22 0.00 -0.0915.Manufacturing nec; Recycling 0.09 -0.16 1.19 -0.7816.Electricity, gas and water supply 1.25 1.95 1.49 0.3917.Construction 0.06 0.62 -0.22 -0.16
13.Electrical and optical equipment is the highest TFP growth rate among manufacturing
Industry number 1982-2010 1982-1990 1991-2000 2001-2010
Tertiary 18.Sale, maintenance and repair of motor vehicles 1.77 2.02 1.99 1.3219.Wholesale trade and commission trade 2.46 2.83 2.26 2.3420.Retail trade, except of motor vehicles and motorcycles 2.92 4.53 3.69 0.6921.Hotel and restaurants 2.06 4.51 1.82 0.0922.Transport and storage 1.15 1.57 1.45 0.4723.Post and telecommunications 5.69 6.08 8.72 2.3124.Financial intermediation 1.06 3.94 -0.35 -0.1325.Real estate activities -7.64 -2.00 -18.81 -1.5526.Renting of m&eq and other business activities 0.80 1.83 0.26 0.4027.Public admin and defence; Compulsory social security 0.87 1.24 1.71 -0.3128.Education 1.50 0.36 2.13 1.4229.Health and social work 1.34 3.49 1.34 -0.5930.Other community, social and personal services 0.16 -1.56 0.18 1.6831.Private households with employed persons 2.52 8.51 -1.44 1.09
unit:%Table 4b: Growth of Industry TFP by Period (Tertiary)
23.Post and telecommunications is the highest among tertiary industries.
Figure 5: Growth of Industry TFP 1982-2010
Sources of Output Growthat Industry Level 31 Industries1982 – 2010
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Table 6a: Sources of Industry Output Growth (in growth rate):
1982-2010 (Primary & Secondary)
Industry number GO ConK ConL ConE ConM ConS ConII TFP
Primary 1.Agriculture, hunting and forestry 0.80 0.44 -0.95 0.01 0.21 0.33 0.55 0.75Secondary 2.Mining and quarrying 0.05 -2.50 -0.63 0.07 0.87 0.28 1.22 1.96
3.Food products, beverages and tobacco 1.77 1.38 -0.09 0.04 0.81 0.55 1.39 -0.91
4.Textiles, textile products, leather and footwear -0.62 0.35 -0.72 -0.01 -0.12 0.20 0.07 -0.32
5.Wood and products of wood and cork -2.97 0.04 -1.24 -0.16 -1.66 -0.57 -2.38 0.46
6.Pulp, paper, paper products, printing and publishing 2.96 0.69 0.13 0.13 1.13 0.92 2.18 -0.04
7.Coke, refined petroleum products and nuclear fuel 3.91 0.85 -0.01 1.07 0.69 0.56 2.32 0.75
8.Chemicals and chemical products 7.30 1.13 0.05 0.28 4.39 0.88 5.55 0.56
9.Rubber and plastics products 4.38 0.45 -0.01 0.11 2.44 0.71 3.27 0.66
10.Other non-metallic mineral products 2.97 0.90 -0.27 0.01 1.02 0.72 1.75 0.60
11.Basic metals and fabricated metal products 5.91 0.44 0.28 0.12 3.38 0.94 4.44 0.74
12.Machinery, nec 7.67 0.41 0.38 0.07 4.28 1.77 6.12 0.73
13.Electrical and optical equipment 11.92 1.50 0.33 0.22 5.83 2.64 8.70 1.39
14.Transport equipment 4.79 0.88 0.04 0.05 2.77 1.01 3.83 0.04
15.Manufacturing nec; Recycling 1.67 0.96 -0.45 0.00 0.53 0.54 1.08 0.09
16.Electricity, gas and water supply 5.41 1.89 -0.02 1.06 0.72 0.51 2.28 1.25
17.Construction 3.25 0.59 0.06 0.00 1.79 0.75 2.54 0.06
Table 6b: Sources of Industry Output Growth (in % share):
1982-2010 (Primary & Secondary)unit:%
Industry number GO ConK ConL ConE ConM ConS ConII TFP
Primary1.Agriculture, hunting and forestry 100 55.57
-118.2
01.44 26.53 41.08 69.05 93.58
Secondary2.Mining and quarrying 100
-4635.
76
-1157.
9
128.42
1612.2
522.44
2263.0
3630.6
3.Food products, beverages and tobacco 100 77.92 -5.04 2.10 45.73 31.05 78.88 -51.76
4.Textiles, textile products, leather and footwear 100 -56.98116.3
71.57 19.03 -31.88 -11.28 51.89
5.Wood and products of wood and cork 100 -1.38 41.86 5.34 55.74 19.02 80.11 -15.63
6.Pulp, paper, paper products, printing and publishing 100 23.45 4.42 4.39 38.18 31.08 73.64 -1.50
7.Coke, refined petroleum products and nuclear fuel 100 21.76 -0.28 27.33 17.65 14.34 59.31 19.21
8.Chemicals and chemical products 100 15.45 0.75 3.87 60.20 12.05 76.12 7.67
9.Rubber and plastics products 100 10.35 -0.23 2.54 55.85 16.33 74.72 15.16
10.Other non-metallic mineral products 100 30.14 -9.10 0.27 34.27 24.23 58.77 20.19
11.Basic metals and fabricated metal products 100 7.43 4.81 2.04 57.28 15.91 75.23 12.54
12.Machinery, nec 100 5.37 4.99 0.96 55.85 23.08 79.89 9.56
13.Electrical and optical equipment 100 12.55 2.80 1.86 48.94 22.18 72.98 11.66
14.Transport equipment 100 18.40 0.84 1.08 57.86 21.06 80.00 0.76
15.Manufacturing nec; Recycling 100 57.23 -26.90 0.08 31.91 32.31 64.30 5.37
16.Electricity, gas and water supply 100 34.90 -0.30 19.59 13.27 9.36 42.23 23.17
17.Construction 100 18.09 1.78 0.12 55.05 23.08 78.25 1.88
Table 6c: Sources of Industry Output Growth (in growth rate):
1982-2010 (Tertiary) Industry number GO ConK ConL ConE ConM ConS ConII TFP
Tertiary 18.Sale, maintenance and repair of motor vehicles 5.78 0.77 0.75 0.10 1.15 1.24 2.48 1.77
19.Wholesale trade and commission trade 7.00 1.14 1.18 0.06 0.30 1.85 2.21 2.46
20.Retail trade, except of motor vehicles and motorcycles 5.63 0.70 0.10 0.15 0.31 1.46 1.92 2.92
21.Hotel and restaurants 7.92 1.22 0.75 0.56 1.58 1.76 3.90 2.06
22.Transport and storage 5.32 1.29 0.03 0.03 1.15 1.67 2.85 1.15
23.Post and telecommunications 10.47 1.87 0.36 0.13 0.69 1.73 2.55 5.69
24.Financial intermediation 7.87 3.65 1.09 0.02 0.18 1.88 2.08 1.06
25.Real estate activities 6.29 12.37 0.19 0.01 0.60 0.76 1.37 -7.64
26.Renting of m&eq and other business activities 8.38 1.85 1.98 0.07 1.33 2.35 3.75 0.80
27.Public admin and defence; Compulsory social security 3.31 0.65 0.72 0.01 0.25 0.81 1.07 0.87
28.Education 6.44 0.46 2.39 0.16 0.54 0.60 1.29 1.50
29.Health and social work 8.65 1.79 1.87 0.21 1.79 1.65 3.64 1.34
30.Other community, social and personal services 6.56 3.13 0.22 0.14 0.85 2.05 3.05 0.16
31.Private households with employed persons 6.16 3.22 0.42 0.00 0.00 0.00 0.00 2.52
Table 6d: Sources of Industry Output Growth (in % share):
1982-2010 (Tertiary) Industry number GO ConK ConL ConE ConM ConS ConII TFP
Tertiary 18.Sale, maintenance and repair of motor vehicles100.0
013.39 13.03 1.73 19.83 21.41 42.98 30.60
19.Wholesale trade and commission trade100.0
016.33 16.81 0.85 4.35 26.45 31.64 35.22
20.Retail trade, except of motor vehicles and motorcycles100.0
012.46 1.75 2.67 5.45 25.90 34.02 51.77
21.Hotel and restaurants100.0
015.34 9.51 7.01 19.91 22.27 49.19 25.96
22.Transport and storage100.0
024.24 0.55 0.50 21.63 31.46 53.58 21.63
23.Post and telecommunications100.0
017.89 3.46 1.24 6.60 16.51 24.34 54.31
24.Financial intermediation100.0
046.33 13.84 0.20 2.25 23.94 26.39 13.44
25.Real estate activities100.0
0196.6
63.02 0.18 9.55 12.02 21.76
-121.4
4
26.Renting of m&eq and other business activities100.0
022.08 23.66 0.80 15.87 28.08 44.75 9.50
27.Public admin and defence; Compulsory social security100.0
019.66 21.75 0.42 7.54 24.41 32.37 26.22
28.Education100.0
07.10 37.09 2.46 8.32 9.26 20.04 23.21
29.Health and social work100.0
020.73 21.64 2.43 20.66 19.04 42.13 15.50
30.Other community, social and personal services100.0
047.79 3.35 2.20 12.93 31.32 46.45 2.41
31.Private households with employed persons100.0
052.23 6.86 0.00 0.00 0.00 0.00 40.92
unit:%
Figure 6: Sources of Industry Output Growth (in growth rate)
1982-2010
Sources of Growth for 3 selected Industries
Period Con K Con L Con E Con M Con S ConⅡ TFP
1982-2010 12.55 2.80 1.86 48.94 22.18 72.98 11.66
1982-1990 11.77 3.46 1.56 63.23 15.31 80.10 4.66
1991-2000 12.00 2.82 1.64 43.33 31.00 75.97 9.20
2001-2010 14.41 1.92 2.59 39.07 17.45 59.11 24.56
Table 7a: Source of GO growth for “13.Electrical and Optical
Equipment ” industry
(with the highest VA weight in the Secondary sector)
unit:%
Period Con K Con L Con E Con M Con S ConⅡ TFP
1982-2010 16.33 16.81 0.85 4.35 26.45 31.64 35.22
1982-1990 18.18 16.34 0.39 6.79 26.89 34.07 31.42
1991-2000 11.75 26.94 0.57 -0.32 32.57 32.81 28.50
2001-2010 21.36 -1.25 2.26 8.43 14.13 24.82 55.06
Table 7b: Source of Go growth for “19.Wholesale trade and
commission trade” industry
( with high % share on II & S )
unit:%
Period Con K Con L Con E Con M Con S ConⅡ TFP
1982-2010 17.89 3.46 1.24 6.60 16.51 24.34 54.31
1982-1990 23.48 3.17 0.07 19.26 32.89 52.22 21.12
1991-2000 18.08 2.18 1.75 7.21 16.62 25.58 54.16
2001-2010 21.98 -5.12 -0.90 -5.88 34.30 27.53 55.61
Table 7c: Source of Go growth in “23.Post and telecommunications” industry
unit:%
Conclusion Remarks
Taiwan’s industrial policy focused on to support the socalled “hi-tech” industries, such as ICT industry (13 Electrical and Optical Equipment, Post and communications).
The strategies include establishment of science-based industrial parks, technological support from national research institute and national plan, providing tax incentives and special support for developing semiconductor industry.
Concluding Remarks
Significant structural changes happened in past decades.
Weights for primary and secondary decrease over time, except for “Electrical and optical equipment” and “Basic and fabricated metal”.
Tertiary industry weight increases. Several industrial, such as food products
and textile, rubber and plastics, the growth rates of labor input (measured by total working hour, HEMP) are negative.
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TFP growth rate of “Electrical and Optical Equipment” industry is the highest in manufacturing industries.
TFP growth rate of “Post and communications” is the largest among the tertiary sector.
The impact of the industrial policy does not have impact on structural change, but also influences the TFP growth rate.
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Thank you for your attention!
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