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International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys, statistical registers and micro data linking Peter Bøegh Nielsen Co-ordinator of the ESSnet on Measuring Global Value Chains Statistics Denmark

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Page 1: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys, statistical registers and micro data linking

Peter Bøegh Nielsen Co-ordinator of the ESSnet on Measuring Global Value Chains Statistics Denmark

Page 2: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

Today’s Presentation

Survey on International Organisation and Sourcing Background and design

Definitions

Survey results

Business Functions Definitions

Survey results

Micro Data Linking Background and design

Linking results

Mirroring FATS statistics Background and results

2

Page 3: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

Measurement of Globalisation: Challenges

Official statistical production systems mainly designed to measure

domestic activities

The dynamics of globalisation requires introduction of new concepts

Changed framework conditions focusing on diminishing respondent

burden on enterprises

Addressing the measurement issue:

•Which globalisation elements should be included in future business statistics ?

•How should these elements be collected or produced?

Page 4: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

1. Globalisation indicators

2. International Organisation and Sourcing of Business

Functions survey

3. Micro Data Linking project

4. Linking of FATS statistics with Business Registers

Participating NSIs: Statistics Denmark (co-ordinator),

INE Portugal, INSEE, Statistics Netherlands, Statistics

Norway, Statistics Romania and Statistics Sweden

ESSnet Measuring Global Value Chains

4

Page 5: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

The starting point 2006: Anecdotal evidence… This is the 8.15 to Mumbai… It is carrying Indian commuters, on the way to do YOUR JOB

Page 6: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

Policy issues addressed

How many jobs are moved across borders? Which type of jobs and in which

sectors?

Who are the receiving countries?

What are the overall employment impacts – in terms of job losses or gains?

What is the impact of international sourcing on the competitiveness of European

firms?

Is there a risk of “hollowing out“ skill based activities?

Page 7: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

The total or partial movement of

business functions (core or support

business functions) currently

performed in-house or currently

domestically sourced by the resident

enterprise to either non-affiliated

(external suppliers) or affiliated

enterprises located abroad.

Definitions of International Sourcing

7

Page 8: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

International Sourcing dimensions

8

ORGANIZATION LOCATION

DOMESTIC INTERNATIONAL

INTERNAL: function within the

enterprise or enterprise group

EU terminology: Domestic insourced

US terminology: Domestic in-house

Function performed within the enterprise or enterprise group within the compiling

country

EU terminology: International insourced

US terminology: Offshore in-house

Function performed within the enterprise or enterprise group outside the compiling

country (by affiliated enterprises)

EXTERNAL: function outside the

enterprise or enterprise group

EU terminology: Domestic outsourced

US terminology: Domestic outsourced

Function performed outside the enterprise or enterprise group by non-affiliated enterprises

and within the compiling country

EU terminology: International outsourced

US terminology: Offshore outsourced

Production outside the enterprise or group and outside the compiling country (by non-affiliated enterprise, e.g., suppliers, service

providers, contractors, etc.)

Page 9: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

Modules in the IS/GVC survey 2012

General information

Domestic activities in the enterprises

International sourcing and relocation of business functions

International organisation of activities in the enterprises’ foreign affiliates

Activities contracted to supplying enterprises abroad

Page 10: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

Participating countries 2012

0

10

20

30

40

50

60

70

80

90

100

DK

(1244)

RO

(3008)

NO

(1431)

LV

(600)

SK

(1295)

PT

(976)

LT

(946)

FI

(1198)

EE

(514)

FR

(6662)

NL

(2182)

SE

(1016)

EI

(1259)

BE

(2216)

Per cent of sampled enterprises

Response rates (number of responding enterprises)

Page 11: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

Enterprises sourcing internationally 2009-2011

(% of enterprises with 100+ employees)

11

Page 12: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

Mainly manufacturing enterprises sourcing internationally

12

Enterprises sourcing internationally 2009-2011 by main sector. Share of total no. of enterprises with 100 or more employees

Page 13: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

Job losses due to international sourcing 2009 - 2011

13

(% of number of persons employed in enterprises with 100+ employees)

Page 14: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

Insourcing and outsourcing 2009-2011

14

(% of enterprises sourcing internationally*)

* Enterprises may be both insourcing and outsourcing.

Page 15: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

Strategic decisions taken by the group head a very important reason for international sourcing

2009-2011

(% of enterprises sourcing internationally)

15

Page 16: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

16

Today’s Presentation

Survey on International Organisation and Sourcing Background and design

Definitions

Survey results

Business Functions Definitions

Survey results

Micro Data Linking Background and design

Linking results

Mirroring FATS statistics Background and results

16

Page 17: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

What are Business Functions?

Unbundling of the total

activity of enterprises

into tasks constituting

the necessary inputs for

final outputs, including

production and

supporting tasks

Aggregation of specific

tasks performed within

the enterprise to

functions to a specific

level of grouping of

products (CPA)

The level is less

aggregated than the

activity (NACE) but more

aggregated than

products or tasks

Business Functions can

mainly be seen as a tool

to capture services

elements in the

production processes

17

Page 18: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

Core business function Production of final goods or services intended for the market/for third parties carried out by the enterprise and yielding income.

Support business functions Support business functions (ancillary activities) are carried out in order to permit or facilitate production of goods or services intended for the market/for third parties by the enterprise.

Distribution and logistics

Marketing, sales and after sales services

ICT services

Administrative and management functions

Engineering and related technical services

Research & Development

Other support functions

Opening the black box of the enterprise by introducing Business Functions

18

Page 19: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

Flows of Business Functions

19

Production

Sales

ICT Support

services

Final

products

Research

and

Development

Production

Intermediate

goods

(insourcing)

Market exchange

Internal process

Research and

Development

Production

Intermediate

goods

(outsourcing)

Affiliates

External

Suppliers

ITC Support

services

Components

Page 20: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

Share of core business function employment in total employment in domestic enterprises, by sector. 2011

20

Page 21: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

Support functions sourced most frequently

21

(% of enterprises sourcing internationally*, 2009-2011)

* Enterprises may source both core and support functions.

Page 22: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

China main non-EU destination for sourcing of core business functions

(% of enterprises sourcing internationally*, 2009-2011)

22

* Enterprises may source to more than one destination.

Page 23: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

Enterprises mainly sourcing support business functions to

old EU member states

(% of enterprises sourcing internationally*, 2009-2011)

23

* Enterprises may source to more than one destination.

Page 24: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

Destination shares of Danish enterprises sourcing internationally*, 2009-2011. Selected functions

Type of Business Function influences choice of destination

24

China

India

New EU MS

Old EU MS

0

10

20

30

40

50

60

Core activityICT and

telecomm. Admin.,management

functions

R&D,engineering

* Enterprises may source more than one function and to more than one destination.

Page 25: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

Have we got the list of Business Functions right?

25

Business functions sourced internationally. Share of all functions sourced

Core

function

Distribution & logistics

support

functions

Sales & marketing

support

functions

ICT services support

functions

Admini-strative support

functions

R&D, engineering

support

functions

Other support

functions

Per cent

All activities 28 10 11 21 18 6 6

All activities > 1 instance of

IS 29 10 11 18 18 7 6

Top 20 activities with

International Sourcing 35 11 9 15 15 10 5

Top 10 activities with

International Sourcing 34 9 7 17 16 11 5

Page 26: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

The survey on International Sourcing and Organisation of Business Functions has worked well

reflected by high response rates

The survey has added valuable new information to our knowledge about international

sourcing and its impacts

It could be considered to also cover the job creation effects of international sourcing and

globalisation more broadly

The module on external suppliers has resulted in less valuable information and should be

redesigned

Business Functions as a reporting unit is well taken by enterprises and a consolidated list

should be developed – e.g. should R&D and engineering still be aggregated into one category

or should ICT or Administrative support functions unfolded further?

Conclusions

26

Page 27: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

Today’s Presentation

Survey on International Organisation and Sourcing Background and design

Definitions

Survey results

Business Functions Definitions

Survey results

Micro Data Linking Background and design

Linking results

Mirroring FATS statistics Background and results

27

Page 28: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

Need for breaking down the stove pipe approach to get a more holistic view

Increased demand for micro data linking from researchers and policy makers

Increasing value of existing, already collected data – without raising respondent burden

MDL the (only?) method to address the current most addressed research questions such as

•Question is not “what do countries trade?” but “what kind of enterprises trade?” (size, activity, ownership

etc.)

•Firm heterogenity: Enterprises are not homogeneous but heterogeneous

•Better understand Global Value Chains and the involvement of domestic enterprises in GVCs

Positive feed-back loop

•Micro linking of data reveals that globalised enterprises are the sort of enterprises policy makers want to

promote more detailed knowledge needed demand for more micro data linking

Reasons for Micro Data Linking

28

Page 29: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

Data sources used in the project

29

OUTWARD FATS2008-2011

Unique enterprise IDUnique enterprise group ID

International Trade in Goods 2008-2011

Unique enterprise ID

INTERNATIONALORGANIZATION AND

OUTSOURCING SURVEY (GVC)

2009-2011

BR variables 2008-2011

Unique enterprise IDUnique enterprise group ID

STRUCTURALBUSINESS

STATISTICS2008-2011

Unique enterprise ID

INWARD FATS2008-2011

Unique enterprise ID

Dataset from MDL 2011 project;

IS Survey, SBS, ITGS variables* 2000-2007

Unique enterprise ID

Page 30: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

30

GVC Survey

Inward FATS Statistics

Outward FATSStatistics

Structural Business StatisticsNational

Business Register

Unique Enterprise ID

Unique Enterprise Group IDInternational Trade in

Goods Statistics

(IS Survey)

Data Assembly by Unique Enterprise

ID/Enterprise Group ID

(Selected Variables from

GVC, SBS, IFATS, OFATS, ITGS

(and IS))

Calculation of Weights for the Control Group

(Enterprises without International Sourcing 2009-2011)

Execution of Standardized SAS Code in

Each MS Standardized Output 1:Descriptive Analysis

Standardized Output 3: Regression Analysis

Standardized Output 2: Longitudinal Analysis

Internal Validation Controls Across Different Data Sources

Controls for Demographic Events in Data

Cross Country Analysis, Statistics Explained

MDL Database

PHASE 1

d

PHASE 2

PHASE 3

Page 31: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

Analytical output

31

Descriptive

Analysis

Statistical

Analysis

Survey based indicators

(GVC/IS survey) SNAPSHOT OF SURVEY

POPULATION

Register b ased indicators

(GVC+SBS+FATS)

LONGITUDINAL DATA 2008 - 2011

MDL based indicators

(GVC+SBS+FATS (+IS))

REGRESSION ANALYSIS

Page 32: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

Foreign owned enterprises source more frequently

32

0

5

10

15

20

25

30

35

40

BG DK FI FR IE LT NL NO SE SK

Int.Sourcing,Domesticallyowned

Int.Sourcing,Foreignowned

Page 33: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

Productivity (VAL/FTE) 2011 and international sourcing, manufacturing enterprises

Sourcing enterprises showing increased productivity

33

0

20

40

60

80

100

120

140

DK FI FR NL NO SE

Ind

ex 2

00

8 =

10

0

No Sourcing

Sourcing

Core

Function

Page 34: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

Conclusions

Micro Data Linking is an efficient way to produce new

statistical information without surveying

Relative high matching rates indicate that micro data

linking is feasible

But never total match due to demographic events such

as deaths, change in type of ownership, etc.

The set-up with identical data sets stored in the NSIs

has worked well

The approach of sharing common and centrally

developed SAS programmes worked excellently

Page 35: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

Today’s Presentation

Survey on International Organisation and Sourcing Background and design

Definitions

Survey results

Business Functions Definitions

Survey results

Micro Data Linking Background and design

Linking results

Mirroring FATS statistics Background and results

35

Page 36: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

FATS Statistics: Do we observe asymmetries across countries?

36

Page 37: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

Employed persons in the OFATS

are always less than in the IFATS

The differences in employed

persons are mainly due to missing

affiliates (red parts of the bar)

Where both O/I FATS cover the

same affiliates (the blue part)

figures are fairly equal

Looking in the mirror: Employing same amount of persons?

37

Page 38: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

Need for increased measurement of economic globalisation: Introduce a ”globalisation module ” in FRIBS

The survey on International Sourcing and Organisation of Business Functions worked well and should be an

important element in the monitoring as a multi- annual survey (every 3-5 years?)

Introduction of a revised international classification of Business Functions

Establish Micro-Data Linking as an integrated tool in the statistical toolbox within the ESS to create new

information without increasing the respondent burden Development of more advanced imputation methods

This highlights a possible positive co-ordination of samples (respondent burden?)

Fundament for MDL: Identical enterprise across statistical domains

Longitudinal analysis: Demographic events a challenge (M&A vs. organic growth)

Carry-overs from the ESSnet to the future work on measuring globalisation (1)

38

Page 39: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

Carry-overs from the ESSnet to the future work on measuring globalisation (2)

Measuring Trade by Enterprise Characteristics AND characteristics

of trading/non-trading enterprises

Introduction of enterprise group as a statistical unit

A potential tool to overcome cross border asymmetries: Exchange

of micro data

Measuring Global Value Chains is a puzzle containing many

different pieces and statistical domains – not a one-shot exercise

39

Page 40: International organisation and sourcing of business ... · International organisation and sourcing of business functions An innovative approach to meet data needs - combining surveys,

Thank you!

Peter Bøegh Nielsen, [email protected]