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A tale of two bazaar economies: An Input-Output analysis for Germany and Italy by Emanuele Breda and Rita Cappariello (Banca d’Italia – Economic and financial statistics Department)
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A tale of two bazaar economies: An Input-Output analysis for Germany and Italy by Emanuele Breda and Rita Cappariello (Banca dItalia – Economic and financial.

Mar 27, 2015

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Page 1: A tale of two bazaar economies: An Input-Output analysis for Germany and Italy by Emanuele Breda and Rita Cappariello (Banca dItalia – Economic and financial.

A tale of two bazaar economies:

An Input-Output analysis for Germany and Italy

by Emanuele Breda and Rita Cappariello(Banca d’Italia – Economic and financial statistics

Department)

Page 2: A tale of two bazaar economies: An Input-Output analysis for Germany and Italy by Emanuele Breda and Rita Cappariello (Banca dItalia – Economic and financial.

E. Breda - R. Cappariello: A tale of two bazaar economies

FDI (OFF-SHORING)

ACQUISITION OF INTERMEDIATES FROM FOREIGN SUPPLIERS

(OUTSOURCING)

both phenomena have similar macroeconomic implications:

• a change in import composition

• a rising share of imports in the value of domestic production.

International relocation of production

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E. Breda - R. Cappariello: A tale of two bazaar economies

Feenstra and Hanson (1996): in US the share of imported inputs on the total purchase of intermediate products grew from 5.5 per cent in 1972 to 11.6 in 1990.

Egger and Egger (2003): increase, on average, of the imported inputs as a share of gross output for 11 European counties between 1990 and 1997.

Hummels et al. (1998, 2001): increasing share of imported goods and services content in exports for some OECD countries during the 1980’s.

ECB (2005): increase of the import content of exports from 1995 to 2000 for an aggregate of economies of the euro area.

Main references (Europe and rest of the world)

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E. Breda - R. Cappariello: A tale of two bazaar economies

• The definition of international outsourcing underlying all these measures is the one in Feenstra and Hanson (1996): By [outsourcing] we mean the import of intermediate inputs by domestic firms.

• This definition is much broader than the one considering just trade resulting from specific relationships between a domestic firm and a supplier abroad (Grossman and Helpman, 2005).

Main references (input-output)

The indicators for international outsourcing are usually obtained by using trade data and/or information from the INPUT-OUTPUT TABLES

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E. Breda - R. Cappariello: A tale of two bazaar economies

Main references (input-output) (2)

The advantages of this methodology:

• to provide an exhaustive measure of the phenomenon, regardless of relationships between domestic producers and foreign suppliers.

• to avoid an arbitrary dichotomy between intermediate inputs and other categories of goods which is very common in trade statistics.

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E. Breda - R. Cappariello: A tale of two bazaar economies

Main references (input-output) (3) However, these indicators:

• if constructed on technical coefficients of production drawn from annual I-O tables and the trade data, are based on the strong assumption that the share of imported inputs is the same in all the industries (Feenstra and Hanson, 1996; Amiti and Wei, 2005).

• if based upon direct data on imported inputs drawn from the symmetric I-O tables, use information having a significant delay since these tables are compiled only every 5 years (ECB, 2005).

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E. Breda - R. Cappariello: A tale of two bazaar economies

References for Germany and Italy

Germany: Sinn (2003, 2006), after having observed a strong increase in industrial production and exports but a much slower growth in domestic value-added between 1995 and 2003, used the expression “bazaar effect” for German economy;

Belke et al. (2007) and Danninger and Joutz (2007) interpreted in a more “optimistic” fashion these same facts, concluding that Germany gained from internationalisation and intensified its trade links with fast-growing markets.

Italy (manufacturing firms): Bugamelli et al. (2008) found a positive correlation between value-added growth and (lato sensu) internationalisation;

Barba Navaretti and Castellani (2004) and Federico and Minerva (2007) found no evidence of negative effects of internationalisation on the domestic employment level.

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E. Breda - R. Cappariello: A tale of two bazaar economies

Measuring international

outsourcing by a set of different indicators for more recent

years for Italy and Germany

Answer to the questions:• Was the strong increase in outsourcing from 1995 to 2000 biased by the cyclical peak of international trade in 2000?•Is the Italian economy a bazaar economy too?

Motivations of the paper

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E. Breda - R. Cappariello: A tale of two bazaar economies

To reach our objectives:

We use instead the annual use I-O tables of imported inputs updated up to 2006 and available only for a limited groups of countries.

This data have been used recently to evaluate the development of outsourcing in Italy (Falzoni and Tajoli, 2007; Daveri and Jona-Lasinio, 2007) but without any consideration on methodological issues regarding neither the measurement of the phenomenon nor any cross-country comparison.

Motivations of the paper (continued)

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E. Breda - R. Cappariello: A tale of two bazaar economies

International outsourcing: concepts and measures

Four different groups of indicators for outsourcing

Share of Imported Inputs on

Total Inputs (IITI broad and

narrow)

Share of Value-Added on Production

(VAP)Import Content of Exports (ICE and DIICE)

Import Content of Production (ICP and DIICP)

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E. Breda - R. Cappariello: A tale of two bazaar economies

Share of Imported Inputs on Total Inputs (broad version: Feenstra and Hanson, 1996):

where mji and dji correspond respectively to the imported and the domestically produced inputs from industry j=1,.., J used to produce output in industry i=1,..,n, and M and D are the corresponding totals.

International outsourcing: concepts and measures (2)

n

i

iiJ

jjiji

ji

DM

dm

dm

mbroadIITI

11

_

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E. Breda - R. Cappariello: A tale of two bazaar economies

Share of Imported intra-industry Inputs on Total intra-industry Inputs (narrow version: Bracci, 2006, Falzoni and Tajoli 2007), :

with mii and dii corresponding respectively to imported and domestically-produced intra-industry inputs (i.e. the diagonal elements of matrices); mii+dii to total intra-industry inputs of industry i; M and D to total intra-industry inputs of the whole economy.

International outsourcing: concepts and measures (2)

n

i

iiii

iiii

ii

DM

dm

dm

mnarrowIITI

1

_

Page 13: A tale of two bazaar economies: An Input-Output analysis for Germany and Italy by Emanuele Breda and Rita Cappariello (Banca dItalia – Economic and financial.

Import Content of Domestic Production (Egger and Egger, 2003):

Direct and Indirect Import Content of Domestic Production:

with yi representing the gross output of industry i =1,.., n, 0 ≤ makj ≤ 1 representing a multiplicative coefficient of the imported input from sector k that is embodied in the domestic production of sector j, and subsequently utilised as an input in industry i (dji), and Y being the total output.

International outsourcing: concepts and measures (3)

n

i

i

i

J

j ji

Y

y

y

mICP

1

1

n

i

i

i

J

j

K

k jikjmji

Y

y

y

damDIICP

1

1 1

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E. Breda - R. Cappariello: A tale of two bazaar economies

Import Content of Exports (Hummels and al., 2001; Chen and al., 2005):

Direct and Indirect Import Content of Exports (BCE, 2005):

International outsourcing: concepts and measures (4)

with xi representing the exports of industry i =1,.., n and X the total exports of the economy.

n

i

i

i

J

j ji

X

x

y

mICE

1

1

n

i

i

i

J

j

K

k jikjmji

X

x

y

damDIICE

1

1 1

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E. Breda - R. Cappariello: A tale of two bazaar economies

Share of Domestic Value-Added on Production:

where vi is the value-added of industry i=1,.., n.

International outsourcing: concepts and measures (5)

n

i

i

i

i

Y

y

y

vVAP

1

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E. Breda - R. Cappariello: A tale of two bazaar economies

IITI (broad and narrow) indices focus on the firms’ choice between domestic and external input markets.

ICP and DIICP intend to capture the firms’ substitution of domestic production with production phases relocated abroad. Since they do not measure IO (international outsourcing) regardless of the degree of vertical integration, they can be useful to evaluate the effects of IO on macroeconomic variables, but less reliable for comparing indices across industries.

ICE and DIICE are measures of “vertical specialisation” (or proxies for measuring “globalisation”), that is the production chain that link different countries, acting either as producers in intermediate stages or as exporters.

VAP index is decreasing in IO, and its ability to capture industries’ IO is less straightforward.

International outsourcing: concepts and measures (6)

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E. Breda - R. Cappariello: A tale of two bazaar economies

Data

Two sets of annual input-output tables (Destatis and Istat) including the use matrices with a distinction between domestically produced inputs and imported inputs.

Indices calculated including total purchases of non-energy products and market services (46 NACE-sectors).

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E. Breda - R. Cappariello: A tale of two bazaar economies

The extent of internationalisation

only direct content (ICP)

direct and indirect content (DIICP)

only direct content (ICE)

direct and indirect content (DIICE)

only direct content (ICP)

direct and indirect content (DIICP)

only direct content (ICE)

direct and indirect content (DIICE)

Total 8.5 15.1 14.9 23.7 16.7 27.9 44.8 7.5 11.3 14.1 19.9 16.8 25.5 51.4 of which: Manufacturing 16.9 26.0 17.6 27.1 25.6 37.8 30.1 14.1 20.4 15.6 22.1 23.6 33.6 36.2

Low-tech 14.4 23.2 15.2 24.4 21.9 28.5 30.4 13.2 19.1 16.4 22.5 21.9 30.2 34.8Medium-tech 19.7 29.9 17.9 28.4 29.2 53.3 28.7 15.2 22.0 15.4 22.3 25.3 37.0 36.6High-tech 24.7 32.3 27.2 34.3 38.7 60.9 33.4 13.8 19.7 14.4 20.2 23.8 34.4 39.8

of which: Market services 2.6 6.7 3.3 8.7 6.9 6.6 57.5 2.7 4.5 7.0 9.1 8.6 9.6 64.3

Total 8.9 15.6 16.8 25.4 16.9 29.7 42.9 9.8 14.8 17.2 24.2 20.2 31.3 47.1 of which: Manufacturing 18.3 27.4 19.7 29.1 27.5 42.2 28.9 17.5 25.1 19.3 27.3 27.6 40.6 32.5

Low-tech 15.1 24.0 16.6 26.0 22.8 30.7 29.2 15.3 21.7 19.2 25.7 25.2 37.8 34.1Medium-tech 21.5 31.4 20.2 30.3 31.4 57.1 27.3 19.1 28.0 19.4 28.2 28.7 41.1 29.5High-tech 27.8 34.5 30.1 36.1 43.2 72.0 32.4 18.6 25.6 19.5 26.3 30.6 44.8 37.3

of which: Market services 2.9 7.6 3.6 9.2 6.9 6.9 53.7 4.2 7.0 7.6 10.6 11.4 15.3 59.1

Total 9.6 16.5 18.8 27.9 18.2 32.0 42.2 11.1 16.5 18.9 26.4 22.7 33.0 46.1 of which: Manufacturing 21.0 30.4 22.5 32.4 31.1 47.5 27.2 19.8 28.2 21.4 30.0 30.9 41.5 31.0

Low-tech 18.2 27.3 20.8 30.2 27.2 37.9 27.6 18.3 25.5 22.5 29.6 29.5 42.7 31.1Medium-tech 24.5 35.1 23.3 34.1 35.1 61.7 25.1 20.4 30.2 20.5 30.2 30.9 39.1 29.6High-tech 25.7 33.2 26.0 33.2 41.0 64.2 33.5 21.6 28.9 23.0 30.0 35.2 47.7 36.1

of which: Market services 3.1 8.0 4.3 10.3 7.2 8.3 52.2 4.5 7.3 8.5 11.6 12.5 16.7 59.0

ITALY GERMANY

1995

2000 2000

Import content of exports

Imported inputs on

Total inputs (IITI_broad)

IITI_narrow Value added on production

Source: our calculations on Eurostat and Istat data.

Import content of production

1995

2006 2006

IITI_narrow Value added on production

Sectors

Import content of production

Import content of exports

Imported inputs on

Total inputs (IITI_broad)

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E. Breda - R. Cappariello: A tale of two bazaar economies

The extent of internationalisation (2)

In 2006 the overall level of international outsourcing appears to be comparable between the two countries.

The level of international outsourcing in market services in Germany is higher than in Italy because of a more intensive use of imported inputs in the financial and banking sector.

Manufacturing sector seems to be more internationalised in Italy than in Germany.

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E. Breda - R. Cappariello: A tale of two bazaar economies

The extent of internationalisation in manufacturing

For every 100 euros of goods produced in high-tech sectors, the direct ICP was 26 and 22 euros respectively for Italy and Germany, whereas the DIICP was 33 and 29 euros.

The low-tech sectors are the least internationalised ones in both countries.

In 2006 the highest values of international outsourcing indicators are found in high and medium-tech industries.

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E. Breda - R. Cappariello: A tale of two bazaar economies

The extent and development of international outsourcing: Total economy

5

10

15

20

25

1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007

IITI Germany IITI Italy ICP Germany ICP Italy

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E. Breda - R. Cappariello: A tale of two bazaar economies

The extent and development of international outsourcing : Manufacturing

10

15

20

25

30

35

1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007

IITI Germany IITI Italy ICP Germany ICP Italy

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E. Breda - R. Cappariello: A tale of two bazaar economies

The development of international outsourcing

only direct content (ICP)

direct and indirect content (DIICP)

only direct content (ICE)

direct and indirect content (DIICE)

only direct content (ICP)

direct and indirect content (DIICP)

only direct content (ICE)

direct and indirect content (DIICE)

Total 4.5 3.6 12.3 7.3 1.1 6.4 -4.2 31.4 30.8 21.9 22.0 20.4 23.0 -8.4 of which: Manufacturing 8.3 5.1 12.2 7.2 7.0 11.8 -4.2 24.1 23.4 24.2 23.5 17.2 20.7 -10.2

Low-tech 4.9 3.5 9.4 6.7 4.0 7.9 -3.9 15.7 13.9 16.6 14.0 15.0 25.0 -1.8Medium-tech 9.0 5.2 13.1 7.0 7.3 7.1 -4.8 26.1 27.4 25.5 26.7 13.4 11.3 -19.4High-tech 12.6 6.7 10.9 5.2 11.7 18.3 -3.2 34.5 29.8 35.6 29.9 28.5 30.5 -6.2

of which: Market services 10.9 12.8 8.6 5.7 0.3 5.5 -6.6 55.3 55.6 8.8 17.2 33.4 59.7 -8.1

Total 7.4 5.8 12.3 9.6 7.6 7.5 -1.7 13.4 11.5 10.2 9.1 12.6 5.3 -2.1 of which: Manufacturing 14.4 11.2 14.3 11.3 13.3 12.5 -5.6 13.0 12.3 10.8 9.9 12.0 2.3 -4.6

Low-tech 20.3 14.0 25.2 16.1 19.3 23.3 -5.8 20.0 17.1 17.5 15.0 17.1 13.2 -8.9Medium-tech 14.3 11.6 15.1 12.3 11.8 8.0 -8.0 6.6 7.8 5.9 6.9 7.6 -5.0 0.1High-tech -7.5 -3.7 -13.6 -8.0 -5.0 -10.9 3.3 16.1 12.9 18.4 13.9 14.8 6.4 -3.1

of which: Market services 0.0 0.0 0.0 0.0 0.0 0.0 0.0 8.0 4.3 11.6 8.8 9.1 9.1 -0.2

Total 12.3 9.6 26.2 17.6 8.8 14.4 -5.8 49.0 45.8 34.3 33.0 35.6 29.5 -10.3 of which: Manufacturing 23.9 16.9 28.2 19.3 21.3 25.8 -9.6 40.2 38.5 37.6 35.7 31.2 23.4 -14.3

Low-tech 26.2 17.9 37.0 23.9 24.1 33.1 -9.5 38.9 33.4 37.0 31.1 34.7 41.5 -10.6Medium-tech 24.6 17.4 30.2 20.1 20.0 15.8 -12.4 34.4 37.3 32.9 35.4 22.0 5.7 -19.3High-tech 4.1 2.8 -4.2 -3.2 6.1 5.4 0.0 56.1 46.6 60.5 48.0 47.5 38.8 -9.2

of which: Market services 16.9 19.4 30.8 17.5 4.0 26.8 -9.2 67.8 62.3 21.5 27.5 45.4 74.3 -8.3

Source: our calculations on Eurostat and Istat data.

Percentage variation 1995-2006

Sectors

ITALY GERMANYIITI_narrow Value added

on production

Percentage variation 1995-2000

Percentage variation 2000-2006

Import content of production Import content of exports Imported inputs on

Total inputs (IITI_broad)

Value added on production

Percentage variation 1995-2000

Percentage variation 2000-2006

Percentage variation 1995-2006

Import content of production Import content of exports Imported inputs on

Total inputs (IITI_broad)

IITI_narrow

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E. Breda - R. Cappariello: A tale of two bazaar economies

The dynamics of internationalisation

In the 1995-2000 period very intense growth in both countries, especially in Germany (and, for Germany in services, which, however, started from extremely low levels of internationalisation and have a limited weight on the whole economy).

Between 2000 and 2004 weaker increase in Germany.

During the same period we can observe a reduction for the whole Italian economy, which reflects the increasing relative importance of market services industries.

In the last years under analysis (2005-06), growth resumed at a fast pace, especially in Italy.

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E. Breda - R. Cappariello: A tale of two bazaar economies

A shift and share analysis

The absolute variation of the indices have been broken down in two parts:

the change of intensity in industries’ international outsourcing (the within component).

the change relative to the economy structure (the between component).

The shift and share analysis is based on 46 sectors (NACE codes) for the all period (1995-2006).

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International outsourcing and sectoral change between 1995 and 2006

only direct content (ICP)

direct and indirect content (DIICP)

only direct content (ICE)

direct and indirect content (DIICE)

only direct content (ICP)

direct and indirect content (DIICP)

only direct content (ICE)

direct and indirect content (DIICE)

Within 1.86 2.51 3.96 4.34 2.85 5.56 -4.23 3.05 4.43 4.81 -0.03 4.89 5.99 -4.77Between -0.81 -1.06 -0.06 -0.16 -1.38 -1.54 1.77 0.60 0.76 0.02 6.58 1.08 1.51 -0.53Total 1.05 1.45 3.90 4.18 1.47 4.02 -2.59 3.65 5.19 4.83 6.56 5.97 7.50 -5.30

Within 4.28 4.45 4.69 4.96 5.58 8.29 -3.14 5.11 6.94 5.73 7.66 4.33 6.69 -4.72Between -0.23 -0.12 0.26 0.29 -0.15 1.45 0.18 0.59 0.94 0.12 0.23 1.02 1.35 -0.43Total 4.05 4.42 4.95 5.24 5.43 9.74 -2.97 5.70 7.89 5.85 7.89 5.35 8.04 -5.15

Within 0.38 1.40 0.93 1.82 0.09 1.00 -6.21 1.48 2.40 0.59 1.67 2.54 4.71 -0.80Between 0.06 -0.09 0.08 -0.29 0.18 0.76 0.90 0.33 0.37 0.91 0.82 1.37 2.40 -4.54Total 0.44 1.30 1.02 1.53 0.28 1.75 -5.31 1.81 2.80 1.50 2.49 3.90 7.11 -5.34

ITALY GERMANYImport content of exports Imported

inputs on Total inputs (IITI_broad)

IITI_narrow Value added on production

Market services

Source: our calculations on Eurostat and Istat data.

Import content of production

Total

Manufacturing

Market services

IITI_narrow Value added on production

Total

Manufacturing

Sectors

Import content of production Import content of exports Imported inputs on

Total inputs (IITI_broad)

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E. Breda - R. Cappariello: A tale of two bazaar economies

International outsourcing and sectoral change between 1995 and 2006 (2)

For Italy the s&s analysis confirms an increase in the international fragmentation for both the whole economy and the manufacturing sector. This rise is at least partially counterbalanced by a production shift towards less internationally integrated industries.

For Germany, both component move in the same direction, showing a clear increase in the level of outsourcing.

The firms’ propensity to use imported inputs grew within each sector at a similar pace in both countries, but the shift of the economic structure towards more internationalised sectors was stronger in Germany than in Italy. This holds for the all economy and for manufacturing.

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E. Breda - R. Cappariello: A tale of two bazaar economies

Conclusions In 2006 Germany and Italy show a similar level of

international outsourcing. Considering the manufacturing only, Italian firms seems to be ever more internationalised than the German ones. Therefore, we could consider, by a static point of view, the Italian economy as a “bazaar economy” too.

Also the dynamic evolution was broadly similar in the two countries: stronger in the years 1995-2000, weaker (if not negative) during 2001-04;

in the last years under study (2005-06) the growth of indicators resumed at a fast pace, especially in Italy. This seems to suggest a change in strategies and a reorganisation of production in Italian firms.

However, German firms’ started from a lower level and experienced a stronger growth in the 1st sub-period and in the whole period.

For both countries, the highest levels of international outsourcing are found in high and medium-tech sectors.

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E. Breda - R. Cappariello: A tale of two bazaar economies

Conclusions (2)

Italian lira crises in the first half of the ’90s temporarily boosted price competitiveness of Italian goods, whereas corresponding Deutsche mark appreciation triggered German firms’ effort to compensate for the loss of competitiveness.

In the beginning of the last decade, the decline of IO indicators for Italian economy was caused by a structural shift in the production towards services, while in manufacturing sectors IO continued to grow (albeit slowly).

The growth of indicators in the last years analysed suggests that, before the international crisis of 2008-09, at least a significant part of Italian firms was trying to cope with the new challenges posed by globalisation, by the diffusion of ICT, and by the adoption of the euro.