SlideShare a Scribd company logo
1 of 15
Data flows and servicification:
economic underpinnings and
regulatory incidence
WTO, January 26th
Erik van der Marel
ECIPE, Université Libre de Bruxelles
Introduction
• Why are cross-border data flows in services so important?
• How does the regulatory environment for data flows look like?
• How do regulatory measures for data flows look in trade agreements?
Why are data flows important?
• Data is omnipresent in production (mainly services)
• Increased importance with the notion of “servicification”
• Servicification present across the entire economy
Why are data flows important?
0
20406080
1990 1995 2000 2005 2010 2015
Year
Data traffic
Source: Author’s calculations using data from Cisco
Why data flows important?
Source: Adapteed from Opresnik and Taisch (2015)
Why are data flows important?
Why data flows important?
NACE R.2 Sector description Share
Data-intensive sectors
61 Telecommunications 0.24
63 Information services activities 0.14
58 Publishing activities 0.14
80 Security and investigation activities 0.12
79 Travel agency, tour operator reservation activities 0.12
82 Office administrative, office support, other business 0.11
69 Legal and accounting activities 0.09
62 Computer programming, consultancy and related 0.09
78 Employment activities 0.09
66 Activities auxiliary to finance and insurance services 0.09
70 Activities of head offices, management consultancy 0.08
60 Programming and broadcasting activities 0.08
74 Other professional, scientific and technical services 0.08
73 Advertising and market research 0.07
Why data flows important?
45
63
66
72
39
71
74
73
18
62
46
38
16
2331
69
59
75
33
77
58
15
78
61
82
70
3260
52
37
79
14
47
2213
51
27
81
20
19
25
49
36
28
17
26
2429
30
10
80
53
11
12
-6-5-4-3-2-1
Datausageshare
8.5 9 9.5 10 10.5 11
TFP Ackerberg
Goods & Services
Regulatory environment?
• DTE database
• From descriptive to quantitative (laws and de facto)
• Across the entire range of the digital economy
Regulatory environment?
Fiscal restrictions
(1) Tariff and trade defence
(2) Taxation and subsidies
(3) Public procurement
Establishment restrictions
(4) Foreign investment
(5) IPRs
(6) Competition policy
(7) Business mobility
Restrictions on data
(8) Data policies
(9) Intermediate liability
(10) Content access
Trading restrictions
(11) Quantitative restrictions
(12) Standards
(13) Online sales and transactions
Regulatory environment?
0
10203040
Averagenumberofmeasures
Lower middle income Upper middle income High income
Digital measures in DTE
Source: Author’s calculations using data from DTE
Regulatory environment?
0
20406080
NoofmeasurestoCBDF
1960 1980 2000 2020
Year enacted
Data measures over time
Source: Author’s calculations using data from DTE
Regulatory environment?
0
.002.004.006
PerCapitaDatatraffic
0 .2 .4 .6 .8
DTE Index on Data Policies
Data policies and Per capita data traffic
Source: Author’s calculations using data from DTE
Regulatory environment in trade agreements?
0.16
0.14
0.09
0.08
0.05
0.04
0
.02
.04
.06
.08
.1
.12
.14
.16
.18
.2
RCEP APEC TPP TiSA EU TTIP
Regulatory divergence
Source: Author’s calculations using data from DTE
Conclusion
• How are cross-border data flows in services so important?
• Services, feeds into “manufacturing of the future”, i.e. servicification
• How does the regulatory environment in data flows look like?
• Going to the ECIPE’s DTE! ;-)
• How do regulatory measures for data flows look in trade agreements?
• Difficult balance of non-economic societal goals, yet political will is important

More Related Content

What's hot

Access Partnership GVF Cellular Backhaul
Access Partnership GVF Cellular Backhaul Access Partnership GVF Cellular Backhaul
Access Partnership GVF Cellular Backhaul Dario Goodwin
 
L'economia europea dei dati. Politiche europee e opportunità di finanziamento...
L'economia europea dei dati. Politiche europee e opportunità di finanziamento...L'economia europea dei dati. Politiche europee e opportunità di finanziamento...
L'economia europea dei dati. Politiche europee e opportunità di finanziamento...Data Driven Innovation
 
Technology Policy for Hong Kong
Technology Policy for Hong KongTechnology Policy for Hong Kong
Technology Policy for Hong KongCharles Mok
 
Citadel bari varam_12-04-2019
Citadel bari varam_12-04-2019Citadel bari varam_12-04-2019
Citadel bari varam_12-04-2019Citadelh2020
 
SC4 Workshop 1: Simon Scerri (Fraunhofer) - What can big data do for transport?
SC4 Workshop 1: Simon Scerri (Fraunhofer) - What can big data do for transport?SC4 Workshop 1: Simon Scerri (Fraunhofer) - What can big data do for transport?
SC4 Workshop 1: Simon Scerri (Fraunhofer) - What can big data do for transport?BigData_Europe
 
Blockchain across sectors - healthcare, finance, industry, media
Blockchain across sectors - healthcare, finance, industry, mediaBlockchain across sectors - healthcare, finance, industry, media
Blockchain across sectors - healthcare, finance, industry, mediaCILIP
 
Hong Kong ICT Policies and Opportunities
Hong Kong ICT Policies and OpportunitiesHong Kong ICT Policies and Opportunities
Hong Kong ICT Policies and OpportunitiesCharles Mok
 
FIWARE Tech Summit - Alastria: Towards Economy 4.0
FIWARE Tech Summit - Alastria: Towards Economy 4.0FIWARE Tech Summit - Alastria: Towards Economy 4.0
FIWARE Tech Summit - Alastria: Towards Economy 4.0FIWARE
 
Enhancing Hong Kong's Competitiveness Through Data Center and Cloud Computing...
Enhancing Hong Kong's Competitiveness Through Data Center and Cloud Computing...Enhancing Hong Kong's Competitiveness Through Data Center and Cloud Computing...
Enhancing Hong Kong's Competitiveness Through Data Center and Cloud Computing...Charles Mok
 
Update on Incoterms® 2020, ICC Marketplace, ICC Digital Library and chambers ...
Update on Incoterms® 2020, ICC Marketplace, ICC Digital Library and chambers ...Update on Incoterms® 2020, ICC Marketplace, ICC Digital Library and chambers ...
Update on Incoterms® 2020, ICC Marketplace, ICC Digital Library and chambers ...International Chamber of Commerce - ICC
 
FIWARE Global Summit - The Future of FIWARE from a Corporate Perspective
FIWARE Global Summit - The Future of FIWARE from a Corporate PerspectiveFIWARE Global Summit - The Future of FIWARE from a Corporate Perspective
FIWARE Global Summit - The Future of FIWARE from a Corporate PerspectiveFIWARE
 
e-estonia diginno-Toomas Turk @lovedigital.si, Slovenian digitalization compe...
e-estonia diginno-Toomas Turk @lovedigital.si, Slovenian digitalization compe...e-estonia diginno-Toomas Turk @lovedigital.si, Slovenian digitalization compe...
e-estonia diginno-Toomas Turk @lovedigital.si, Slovenian digitalization compe...Aleš Vidmar
 
FIWARE Tech Summit - Industrial Data Space - a New Idea For Sharing Data
FIWARE Tech Summit - Industrial Data Space - a New Idea For Sharing DataFIWARE Tech Summit - Industrial Data Space - a New Idea For Sharing Data
FIWARE Tech Summit - Industrial Data Space - a New Idea For Sharing DataFIWARE
 
Data-driven and digital procurement governance: Two well-known elephant tales
Data-driven and digital procurement governance:Two well-known elephant talesData-driven and digital procurement governance:Two well-known elephant tales
Data-driven and digital procurement governance: Two well-known elephant talesAlbert Sanchez Graells
 
SC4 Workshop 1: Nick Cohn: Traffic management
SC4 Workshop 1: Nick Cohn: Traffic managementSC4 Workshop 1: Nick Cohn: Traffic management
SC4 Workshop 1: Nick Cohn: Traffic managementBigData_Europe
 

What's hot (20)

Access Partnership GVF Cellular Backhaul
Access Partnership GVF Cellular Backhaul Access Partnership GVF Cellular Backhaul
Access Partnership GVF Cellular Backhaul
 
Fair Data Economy
Fair Data EconomyFair Data Economy
Fair Data Economy
 
L'economia europea dei dati. Politiche europee e opportunità di finanziamento...
L'economia europea dei dati. Politiche europee e opportunità di finanziamento...L'economia europea dei dati. Politiche europee e opportunità di finanziamento...
L'economia europea dei dati. Politiche europee e opportunità di finanziamento...
 
Technology Policy for Hong Kong
Technology Policy for Hong KongTechnology Policy for Hong Kong
Technology Policy for Hong Kong
 
Citadel bari varam_12-04-2019
Citadel bari varam_12-04-2019Citadel bari varam_12-04-2019
Citadel bari varam_12-04-2019
 
SC4 Workshop 1: Simon Scerri (Fraunhofer) - What can big data do for transport?
SC4 Workshop 1: Simon Scerri (Fraunhofer) - What can big data do for transport?SC4 Workshop 1: Simon Scerri (Fraunhofer) - What can big data do for transport?
SC4 Workshop 1: Simon Scerri (Fraunhofer) - What can big data do for transport?
 
Blockchain across sectors - healthcare, finance, industry, media
Blockchain across sectors - healthcare, finance, industry, mediaBlockchain across sectors - healthcare, finance, industry, media
Blockchain across sectors - healthcare, finance, industry, media
 
Hong Kong ICT Policies and Opportunities
Hong Kong ICT Policies and OpportunitiesHong Kong ICT Policies and Opportunities
Hong Kong ICT Policies and Opportunities
 
FIWARE Tech Summit - Alastria: Towards Economy 4.0
FIWARE Tech Summit - Alastria: Towards Economy 4.0FIWARE Tech Summit - Alastria: Towards Economy 4.0
FIWARE Tech Summit - Alastria: Towards Economy 4.0
 
Enhancing Hong Kong's Competitiveness Through Data Center and Cloud Computing...
Enhancing Hong Kong's Competitiveness Through Data Center and Cloud Computing...Enhancing Hong Kong's Competitiveness Through Data Center and Cloud Computing...
Enhancing Hong Kong's Competitiveness Through Data Center and Cloud Computing...
 
LeMO project at EBDVF 2018 Vienna
LeMO project at EBDVF 2018 ViennaLeMO project at EBDVF 2018 Vienna
LeMO project at EBDVF 2018 Vienna
 
Data driven innovation
Data driven innovationData driven innovation
Data driven innovation
 
Update on Incoterms® 2020, ICC Marketplace, ICC Digital Library and chambers ...
Update on Incoterms® 2020, ICC Marketplace, ICC Digital Library and chambers ...Update on Incoterms® 2020, ICC Marketplace, ICC Digital Library and chambers ...
Update on Incoterms® 2020, ICC Marketplace, ICC Digital Library and chambers ...
 
FIWARE Global Summit - The Future of FIWARE from a Corporate Perspective
FIWARE Global Summit - The Future of FIWARE from a Corporate PerspectiveFIWARE Global Summit - The Future of FIWARE from a Corporate Perspective
FIWARE Global Summit - The Future of FIWARE from a Corporate Perspective
 
e-estonia diginno-Toomas Turk @lovedigital.si, Slovenian digitalization compe...
e-estonia diginno-Toomas Turk @lovedigital.si, Slovenian digitalization compe...e-estonia diginno-Toomas Turk @lovedigital.si, Slovenian digitalization compe...
e-estonia diginno-Toomas Turk @lovedigital.si, Slovenian digitalization compe...
 
FIWARE Tech Summit - Industrial Data Space - a New Idea For Sharing Data
FIWARE Tech Summit - Industrial Data Space - a New Idea For Sharing DataFIWARE Tech Summit - Industrial Data Space - a New Idea For Sharing Data
FIWARE Tech Summit - Industrial Data Space - a New Idea For Sharing Data
 
Policy issues, opportunities and barriers in big data-driven transport
Policy issues, opportunities and barriers in big data-driven transportPolicy issues, opportunities and barriers in big data-driven transport
Policy issues, opportunities and barriers in big data-driven transport
 
Data-driven and digital procurement governance: Two well-known elephant tales
Data-driven and digital procurement governance:Two well-known elephant talesData-driven and digital procurement governance:Two well-known elephant tales
Data-driven and digital procurement governance: Two well-known elephant tales
 
SC4 Workshop 1: Nick Cohn: Traffic management
SC4 Workshop 1: Nick Cohn: Traffic managementSC4 Workshop 1: Nick Cohn: Traffic management
SC4 Workshop 1: Nick Cohn: Traffic management
 
Le mo project-overview_edvf2018_rajendra-akerkar
Le mo project-overview_edvf2018_rajendra-akerkarLe mo project-overview_edvf2018_rajendra-akerkar
Le mo project-overview_edvf2018_rajendra-akerkar
 

Similar to Data flows and servicification of the economy

Jan Langedijk, Siemens
Jan Langedijk, SiemensJan Langedijk, Siemens
Jan Langedijk, SiemensDutch Power
 
C white cisco_livecancun_nov_press
C white cisco_livecancun_nov_pressC white cisco_livecancun_nov_press
C white cisco_livecancun_nov_pressFelipe Lamus
 
VfI Briefing 5 Nov 2007
VfI Briefing 5 Nov 2007VfI Briefing 5 Nov 2007
VfI Briefing 5 Nov 2007mattpilgrim
 
Big Data: Trends, Applications and Potentials
Big Data: Trends, Applications and PotentialsBig Data: Trends, Applications and Potentials
Big Data: Trends, Applications and PotentialsCharles Mok
 
ASL and BiSL Introduction Eng 2009
ASL and BiSL Introduction Eng 2009ASL and BiSL Introduction Eng 2009
ASL and BiSL Introduction Eng 2009lucillevanderhagen
 
ASL & BiSL introduction ENG
ASL & BiSL introduction ENGASL & BiSL introduction ENG
ASL & BiSL introduction ENGVosmeer
 
Business Values for IoT Solutions
Business Values for IoT SolutionsBusiness Values for IoT Solutions
Business Values for IoT SolutionsIBM Analytics
 
DWS15 - Digital Infrastructure - IDATE Insight - From telcos to it - The forc...
DWS15 - Digital Infrastructure - IDATE Insight - From telcos to it - The forc...DWS15 - Digital Infrastructure - IDATE Insight - From telcos to it - The forc...
DWS15 - Digital Infrastructure - IDATE Insight - From telcos to it - The forc...IDATE DigiWorld
 
Veronika Michalkova: Data analytics in SMEs relevant policies
Veronika Michalkova: Data analytics in SMEs relevant policiesVeronika Michalkova: Data analytics in SMEs relevant policies
Veronika Michalkova: Data analytics in SMEs relevant policiesOECD CFE
 
N. Ahmad, Digitalites activities: methodological challenges and empirical pit...
N. Ahmad, Digitalites activities: methodological challenges and empirical pit...N. Ahmad, Digitalites activities: methodological challenges and empirical pit...
N. Ahmad, Digitalites activities: methodological challenges and empirical pit...Istituto nazionale di statistica
 
OECD expert workshop on the measurement of public procurement of innovation. ...
OECD expert workshop on the measurement of public procurement of innovation. ...OECD expert workshop on the measurement of public procurement of innovation. ...
OECD expert workshop on the measurement of public procurement of innovation. ...STIEAS
 
Chap01 e commerce
Chap01 e commerceChap01 e commerce
Chap01 e commerceAarya Aust
 
Connected Retail Supply Chains: Racing towards 2025
Connected Retail Supply Chains: Racing towards 2025Connected Retail Supply Chains: Racing towards 2025
Connected Retail Supply Chains: Racing towards 2025Stuart Harker
 

Similar to Data flows and servicification of the economy (20)

Digital Trade
Digital TradeDigital Trade
Digital Trade
 
Jan Langedijk, Siemens
Jan Langedijk, SiemensJan Langedijk, Siemens
Jan Langedijk, Siemens
 
C white cisco_livecancun_nov_press
C white cisco_livecancun_nov_pressC white cisco_livecancun_nov_press
C white cisco_livecancun_nov_press
 
101013_01 (1).pdf
101013_01 (1).pdf101013_01 (1).pdf
101013_01 (1).pdf
 
VfI Briefing 5 Nov 2007
VfI Briefing 5 Nov 2007VfI Briefing 5 Nov 2007
VfI Briefing 5 Nov 2007
 
Big Data: Trends, Applications and Potentials
Big Data: Trends, Applications and PotentialsBig Data: Trends, Applications and Potentials
Big Data: Trends, Applications and Potentials
 
M11 4 1_digitalisation
M11 4 1_digitalisationM11 4 1_digitalisation
M11 4 1_digitalisation
 
M11 4 1_digitalisation
M11 4 1_digitalisationM11 4 1_digitalisation
M11 4 1_digitalisation
 
Digital Trade Estimates Project
Digital Trade Estimates ProjectDigital Trade Estimates Project
Digital Trade Estimates Project
 
ASL and BiSL Introduction Eng 2009
ASL and BiSL Introduction Eng 2009ASL and BiSL Introduction Eng 2009
ASL and BiSL Introduction Eng 2009
 
Abf Introduction Eng 2009
Abf Introduction Eng 2009Abf Introduction Eng 2009
Abf Introduction Eng 2009
 
ASL & BiSL introduction ENG
ASL & BiSL introduction ENGASL & BiSL introduction ENG
ASL & BiSL introduction ENG
 
Business Values for IoT Solutions
Business Values for IoT SolutionsBusiness Values for IoT Solutions
Business Values for IoT Solutions
 
DWS15 - Digital Infrastructure - IDATE Insight - From telcos to it - The forc...
DWS15 - Digital Infrastructure - IDATE Insight - From telcos to it - The forc...DWS15 - Digital Infrastructure - IDATE Insight - From telcos to it - The forc...
DWS15 - Digital Infrastructure - IDATE Insight - From telcos to it - The forc...
 
Veronika Michalkova: Data analytics in SMEs relevant policies
Veronika Michalkova: Data analytics in SMEs relevant policiesVeronika Michalkova: Data analytics in SMEs relevant policies
Veronika Michalkova: Data analytics in SMEs relevant policies
 
N. Ahmad, Digitalites activities: methodological challenges and empirical pit...
N. Ahmad, Digitalites activities: methodological challenges and empirical pit...N. Ahmad, Digitalites activities: methodological challenges and empirical pit...
N. Ahmad, Digitalites activities: methodological challenges and empirical pit...
 
Ecommerce Final
Ecommerce FinalEcommerce Final
Ecommerce Final
 
OECD expert workshop on the measurement of public procurement of innovation. ...
OECD expert workshop on the measurement of public procurement of innovation. ...OECD expert workshop on the measurement of public procurement of innovation. ...
OECD expert workshop on the measurement of public procurement of innovation. ...
 
Chap01 e commerce
Chap01 e commerceChap01 e commerce
Chap01 e commerce
 
Connected Retail Supply Chains: Racing towards 2025
Connected Retail Supply Chains: Racing towards 2025Connected Retail Supply Chains: Racing towards 2025
Connected Retail Supply Chains: Racing towards 2025
 

Recently uploaded

一比一原版(UC Davis毕业证书)加州大学戴维斯分校毕业证成绩单学位证书
一比一原版(UC Davis毕业证书)加州大学戴维斯分校毕业证成绩单学位证书一比一原版(UC Davis毕业证书)加州大学戴维斯分校毕业证成绩单学位证书
一比一原版(UC Davis毕业证书)加州大学戴维斯分校毕业证成绩单学位证书atedyxc
 
一比一原版(Concordia毕业证书)康卡迪亚大学毕业证成绩单学位证书
一比一原版(Concordia毕业证书)康卡迪亚大学毕业证成绩单学位证书一比一原版(Concordia毕业证书)康卡迪亚大学毕业证成绩单学位证书
一比一原版(Concordia毕业证书)康卡迪亚大学毕业证成绩单学位证书atedyxc
 
一比一原版(UCSD毕业证书)加利福尼亚大学圣迭戈分校毕业证成绩单学位证书
一比一原版(UCSD毕业证书)加利福尼亚大学圣迭戈分校毕业证成绩单学位证书一比一原版(UCSD毕业证书)加利福尼亚大学圣迭戈分校毕业证成绩单学位证书
一比一原版(UCSD毕业证书)加利福尼亚大学圣迭戈分校毕业证成绩单学位证书atedyxc
 
1. Elemental Economics - Introduction to mining
1. Elemental Economics - Introduction to mining1. Elemental Economics - Introduction to mining
1. Elemental Economics - Introduction to miningNeal Brewster
 
DSP Gold ETF Fund of Fund PPT - April'2024
DSP Gold ETF Fund of Fund PPT - April'2024DSP Gold ETF Fund of Fund PPT - April'2024
DSP Gold ETF Fund of Fund PPT - April'2024DSP Mutual Fund
 
一比一原版(Caltech毕业证书)加州理工学院毕业证成绩单学位证书
一比一原版(Caltech毕业证书)加州理工学院毕业证成绩单学位证书一比一原版(Caltech毕业证书)加州理工学院毕业证成绩单学位证书
一比一原版(Caltech毕业证书)加州理工学院毕业证成绩单学位证书atedyxc
 
Prezentacja Q1 2024 EN strona www relacji
Prezentacja Q1 2024  EN strona www relacjiPrezentacja Q1 2024  EN strona www relacji
Prezentacja Q1 2024 EN strona www relacjiklaudiafilka
 
How can I withdraw my pi coins to real money in India.
How can I withdraw my pi coins to real money in India.How can I withdraw my pi coins to real money in India.
How can I withdraw my pi coins to real money in India.DOT TECH
 
ACC311_Corporate Income Taxation in the Philippines
ACC311_Corporate Income Taxation  in the PhilippinesACC311_Corporate Income Taxation  in the Philippines
ACC311_Corporate Income Taxation in the PhilippinesAdrinneFlores
 
一比一原版(UPenn毕业证书)宾夕法尼亚大学毕业证成绩单学位证书
一比一原版(UPenn毕业证书)宾夕法尼亚大学毕业证成绩单学位证书一比一原版(UPenn毕业证书)宾夕法尼亚大学毕业证成绩单学位证书
一比一原版(UPenn毕业证书)宾夕法尼亚大学毕业证成绩单学位证书atedyxc
 
Understanding China(International Trade-Chinese Model of development-Export l...
Understanding China(International Trade-Chinese Model of development-Export l...Understanding China(International Trade-Chinese Model of development-Export l...
Understanding China(International Trade-Chinese Model of development-Export l...Arifa Saeed
 
一比一原版(SFU毕业证书)西蒙菲莎大学毕业证成绩单学位证书
一比一原版(SFU毕业证书)西蒙菲莎大学毕业证成绩单学位证书一比一原版(SFU毕业证书)西蒙菲莎大学毕业证成绩单学位证书
一比一原版(SFU毕业证书)西蒙菲莎大学毕业证成绩单学位证书atedyxc
 
ASSESSING HRM EFFECTIVENESS AND PERFORMANCE ENHANCEMENT MEASURES IN THE BANKI...
ASSESSING HRM EFFECTIVENESS AND PERFORMANCE ENHANCEMENT MEASURES IN THE BANKI...ASSESSING HRM EFFECTIVENESS AND PERFORMANCE ENHANCEMENT MEASURES IN THE BANKI...
ASSESSING HRM EFFECTIVENESS AND PERFORMANCE ENHANCEMENT MEASURES IN THE BANKI...indexPub
 
TriStar Gold- 05-13-2024 corporate presentation
TriStar Gold- 05-13-2024 corporate presentationTriStar Gold- 05-13-2024 corporate presentation
TriStar Gold- 05-13-2024 corporate presentationAdnet Communications
 
Zepto Case study(On Track to Profitability).pptx
Zepto Case study(On Track to Profitability).pptxZepto Case study(On Track to Profitability).pptx
Zepto Case study(On Track to Profitability).pptxaryan963438
 
Financial Accounting and Analysis balancesheet.pdf
Financial Accounting and Analysis balancesheet.pdfFinancial Accounting and Analysis balancesheet.pdf
Financial Accounting and Analysis balancesheet.pdfmukul381940
 
Economics - Development 01 _ Handwritten Notes.pdf
Economics - Development 01 _ Handwritten Notes.pdfEconomics - Development 01 _ Handwritten Notes.pdf
Economics - Development 01 _ Handwritten Notes.pdfiambd3303
 
一比一原版(WashU毕业证书)圣路易斯华盛顿大学毕业证成绩单学位证书
一比一原版(WashU毕业证书)圣路易斯华盛顿大学毕业证成绩单学位证书一比一原版(WashU毕业证书)圣路易斯华盛顿大学毕业证成绩单学位证书
一比一原版(WashU毕业证书)圣路易斯华盛顿大学毕业证成绩单学位证书atedyxc
 
一比一原版(Caltech毕业证书)加利福尼亚理工学院毕业证成绩单学位证书
一比一原版(Caltech毕业证书)加利福尼亚理工学院毕业证成绩单学位证书一比一原版(Caltech毕业证书)加利福尼亚理工学院毕业证成绩单学位证书
一比一原版(Caltech毕业证书)加利福尼亚理工学院毕业证成绩单学位证书atedyxc
 
Rapport annuel de Encevo Group pour l'année 2023
Rapport annuel de Encevo Group pour l'année 2023Rapport annuel de Encevo Group pour l'année 2023
Rapport annuel de Encevo Group pour l'année 2023Paperjam_redaction
 

Recently uploaded (20)

一比一原版(UC Davis毕业证书)加州大学戴维斯分校毕业证成绩单学位证书
一比一原版(UC Davis毕业证书)加州大学戴维斯分校毕业证成绩单学位证书一比一原版(UC Davis毕业证书)加州大学戴维斯分校毕业证成绩单学位证书
一比一原版(UC Davis毕业证书)加州大学戴维斯分校毕业证成绩单学位证书
 
一比一原版(Concordia毕业证书)康卡迪亚大学毕业证成绩单学位证书
一比一原版(Concordia毕业证书)康卡迪亚大学毕业证成绩单学位证书一比一原版(Concordia毕业证书)康卡迪亚大学毕业证成绩单学位证书
一比一原版(Concordia毕业证书)康卡迪亚大学毕业证成绩单学位证书
 
一比一原版(UCSD毕业证书)加利福尼亚大学圣迭戈分校毕业证成绩单学位证书
一比一原版(UCSD毕业证书)加利福尼亚大学圣迭戈分校毕业证成绩单学位证书一比一原版(UCSD毕业证书)加利福尼亚大学圣迭戈分校毕业证成绩单学位证书
一比一原版(UCSD毕业证书)加利福尼亚大学圣迭戈分校毕业证成绩单学位证书
 
1. Elemental Economics - Introduction to mining
1. Elemental Economics - Introduction to mining1. Elemental Economics - Introduction to mining
1. Elemental Economics - Introduction to mining
 
DSP Gold ETF Fund of Fund PPT - April'2024
DSP Gold ETF Fund of Fund PPT - April'2024DSP Gold ETF Fund of Fund PPT - April'2024
DSP Gold ETF Fund of Fund PPT - April'2024
 
一比一原版(Caltech毕业证书)加州理工学院毕业证成绩单学位证书
一比一原版(Caltech毕业证书)加州理工学院毕业证成绩单学位证书一比一原版(Caltech毕业证书)加州理工学院毕业证成绩单学位证书
一比一原版(Caltech毕业证书)加州理工学院毕业证成绩单学位证书
 
Prezentacja Q1 2024 EN strona www relacji
Prezentacja Q1 2024  EN strona www relacjiPrezentacja Q1 2024  EN strona www relacji
Prezentacja Q1 2024 EN strona www relacji
 
How can I withdraw my pi coins to real money in India.
How can I withdraw my pi coins to real money in India.How can I withdraw my pi coins to real money in India.
How can I withdraw my pi coins to real money in India.
 
ACC311_Corporate Income Taxation in the Philippines
ACC311_Corporate Income Taxation  in the PhilippinesACC311_Corporate Income Taxation  in the Philippines
ACC311_Corporate Income Taxation in the Philippines
 
一比一原版(UPenn毕业证书)宾夕法尼亚大学毕业证成绩单学位证书
一比一原版(UPenn毕业证书)宾夕法尼亚大学毕业证成绩单学位证书一比一原版(UPenn毕业证书)宾夕法尼亚大学毕业证成绩单学位证书
一比一原版(UPenn毕业证书)宾夕法尼亚大学毕业证成绩单学位证书
 
Understanding China(International Trade-Chinese Model of development-Export l...
Understanding China(International Trade-Chinese Model of development-Export l...Understanding China(International Trade-Chinese Model of development-Export l...
Understanding China(International Trade-Chinese Model of development-Export l...
 
一比一原版(SFU毕业证书)西蒙菲莎大学毕业证成绩单学位证书
一比一原版(SFU毕业证书)西蒙菲莎大学毕业证成绩单学位证书一比一原版(SFU毕业证书)西蒙菲莎大学毕业证成绩单学位证书
一比一原版(SFU毕业证书)西蒙菲莎大学毕业证成绩单学位证书
 
ASSESSING HRM EFFECTIVENESS AND PERFORMANCE ENHANCEMENT MEASURES IN THE BANKI...
ASSESSING HRM EFFECTIVENESS AND PERFORMANCE ENHANCEMENT MEASURES IN THE BANKI...ASSESSING HRM EFFECTIVENESS AND PERFORMANCE ENHANCEMENT MEASURES IN THE BANKI...
ASSESSING HRM EFFECTIVENESS AND PERFORMANCE ENHANCEMENT MEASURES IN THE BANKI...
 
TriStar Gold- 05-13-2024 corporate presentation
TriStar Gold- 05-13-2024 corporate presentationTriStar Gold- 05-13-2024 corporate presentation
TriStar Gold- 05-13-2024 corporate presentation
 
Zepto Case study(On Track to Profitability).pptx
Zepto Case study(On Track to Profitability).pptxZepto Case study(On Track to Profitability).pptx
Zepto Case study(On Track to Profitability).pptx
 
Financial Accounting and Analysis balancesheet.pdf
Financial Accounting and Analysis balancesheet.pdfFinancial Accounting and Analysis balancesheet.pdf
Financial Accounting and Analysis balancesheet.pdf
 
Economics - Development 01 _ Handwritten Notes.pdf
Economics - Development 01 _ Handwritten Notes.pdfEconomics - Development 01 _ Handwritten Notes.pdf
Economics - Development 01 _ Handwritten Notes.pdf
 
一比一原版(WashU毕业证书)圣路易斯华盛顿大学毕业证成绩单学位证书
一比一原版(WashU毕业证书)圣路易斯华盛顿大学毕业证成绩单学位证书一比一原版(WashU毕业证书)圣路易斯华盛顿大学毕业证成绩单学位证书
一比一原版(WashU毕业证书)圣路易斯华盛顿大学毕业证成绩单学位证书
 
一比一原版(Caltech毕业证书)加利福尼亚理工学院毕业证成绩单学位证书
一比一原版(Caltech毕业证书)加利福尼亚理工学院毕业证成绩单学位证书一比一原版(Caltech毕业证书)加利福尼亚理工学院毕业证成绩单学位证书
一比一原版(Caltech毕业证书)加利福尼亚理工学院毕业证成绩单学位证书
 
Rapport annuel de Encevo Group pour l'année 2023
Rapport annuel de Encevo Group pour l'année 2023Rapport annuel de Encevo Group pour l'année 2023
Rapport annuel de Encevo Group pour l'année 2023
 

Data flows and servicification of the economy

  • 1. Data flows and servicification: economic underpinnings and regulatory incidence WTO, January 26th Erik van der Marel ECIPE, Université Libre de Bruxelles
  • 2. Introduction • Why are cross-border data flows in services so important? • How does the regulatory environment for data flows look like? • How do regulatory measures for data flows look in trade agreements?
  • 3. Why are data flows important? • Data is omnipresent in production (mainly services) • Increased importance with the notion of “servicification” • Servicification present across the entire economy
  • 4. Why are data flows important? 0 20406080 1990 1995 2000 2005 2010 2015 Year Data traffic Source: Author’s calculations using data from Cisco
  • 5. Why data flows important? Source: Adapteed from Opresnik and Taisch (2015)
  • 6. Why are data flows important?
  • 7. Why data flows important? NACE R.2 Sector description Share Data-intensive sectors 61 Telecommunications 0.24 63 Information services activities 0.14 58 Publishing activities 0.14 80 Security and investigation activities 0.12 79 Travel agency, tour operator reservation activities 0.12 82 Office administrative, office support, other business 0.11 69 Legal and accounting activities 0.09 62 Computer programming, consultancy and related 0.09 78 Employment activities 0.09 66 Activities auxiliary to finance and insurance services 0.09 70 Activities of head offices, management consultancy 0.08 60 Programming and broadcasting activities 0.08 74 Other professional, scientific and technical services 0.08 73 Advertising and market research 0.07
  • 8. Why data flows important? 45 63 66 72 39 71 74 73 18 62 46 38 16 2331 69 59 75 33 77 58 15 78 61 82 70 3260 52 37 79 14 47 2213 51 27 81 20 19 25 49 36 28 17 26 2429 30 10 80 53 11 12 -6-5-4-3-2-1 Datausageshare 8.5 9 9.5 10 10.5 11 TFP Ackerberg Goods & Services
  • 9. Regulatory environment? • DTE database • From descriptive to quantitative (laws and de facto) • Across the entire range of the digital economy
  • 10. Regulatory environment? Fiscal restrictions (1) Tariff and trade defence (2) Taxation and subsidies (3) Public procurement Establishment restrictions (4) Foreign investment (5) IPRs (6) Competition policy (7) Business mobility Restrictions on data (8) Data policies (9) Intermediate liability (10) Content access Trading restrictions (11) Quantitative restrictions (12) Standards (13) Online sales and transactions
  • 11. Regulatory environment? 0 10203040 Averagenumberofmeasures Lower middle income Upper middle income High income Digital measures in DTE Source: Author’s calculations using data from DTE
  • 12. Regulatory environment? 0 20406080 NoofmeasurestoCBDF 1960 1980 2000 2020 Year enacted Data measures over time Source: Author’s calculations using data from DTE
  • 13. Regulatory environment? 0 .002.004.006 PerCapitaDatatraffic 0 .2 .4 .6 .8 DTE Index on Data Policies Data policies and Per capita data traffic Source: Author’s calculations using data from DTE
  • 14. Regulatory environment in trade agreements? 0.16 0.14 0.09 0.08 0.05 0.04 0 .02 .04 .06 .08 .1 .12 .14 .16 .18 .2 RCEP APEC TPP TiSA EU TTIP Regulatory divergence Source: Author’s calculations using data from DTE
  • 15. Conclusion • How are cross-border data flows in services so important? • Services, feeds into “manufacturing of the future”, i.e. servicification • How does the regulatory environment in data flows look like? • Going to the ECIPE’s DTE! ;-) • How do regulatory measures for data flows look in trade agreements? • Difficult balance of non-economic societal goals, yet political will is important