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![Page 1: A TAXONOMY OF INTENSIVE SECTORS - escoe.ac.uk · A TAXONOMY OF DIGITAL INTENSIVE SECTORS Flavio Calvino Chiara Criscuolo Luca Marcolin Mariagrazia Squicciarini OECD Directorate for](https://reader031.vdocuments.site/reader031/viewer/2022021809/5c36767f09d3f288708bc84d/html5/thumbnails/1.jpg)
A TAXONOMY OF
DIGITAL INTENSIVE SECTORS
Flavio Calvino
Chiara Criscuolo
Luca Marcolin
Mariagrazia Squicciarini
OECD Directorate for Science, Technology and Innovation (STI)
ESCoE Annual Conference on Economic Measurement 2018
London, 16-17 May 2018
![Page 2: A TAXONOMY OF INTENSIVE SECTORS - escoe.ac.uk · A TAXONOMY OF DIGITAL INTENSIVE SECTORS Flavio Calvino Chiara Criscuolo Luca Marcolin Mariagrazia Squicciarini OECD Directorate for](https://reader031.vdocuments.site/reader031/viewer/2022021809/5c36767f09d3f288708bc84d/html5/thumbnails/2.jpg)
THE DIGITAL TRANSFORMATION:
A TALE OF MANY TALES…
Sectors differ in:
The extent to which develop
and adopt new technologies;
![Page 3: A TAXONOMY OF INTENSIVE SECTORS - escoe.ac.uk · A TAXONOMY OF DIGITAL INTENSIVE SECTORS Flavio Calvino Chiara Criscuolo Luca Marcolin Mariagrazia Squicciarini OECD Directorate for](https://reader031.vdocuments.site/reader031/viewer/2022021809/5c36767f09d3f288708bc84d/html5/thumbnails/3.jpg)
THE DIGITAL TRANSFORMATION:
A TALE OF MANY TALES…
Sectors differ in:
The extent to which develop
and adopt new technologies;
Their human capital endowment;
![Page 4: A TAXONOMY OF INTENSIVE SECTORS - escoe.ac.uk · A TAXONOMY OF DIGITAL INTENSIVE SECTORS Flavio Calvino Chiara Criscuolo Luca Marcolin Mariagrazia Squicciarini OECD Directorate for](https://reader031.vdocuments.site/reader031/viewer/2022021809/5c36767f09d3f288708bc84d/html5/thumbnails/4.jpg)
THE DIGITAL TRANSFORMATION:
A TALE OF MANY TALES…
Sectors differ in:
The extent to which develop
and adopt new technologies;
Their human capital endowment;
Their structure and organisation
of production.
![Page 5: A TAXONOMY OF INTENSIVE SECTORS - escoe.ac.uk · A TAXONOMY OF DIGITAL INTENSIVE SECTORS Flavio Calvino Chiara Criscuolo Luca Marcolin Mariagrazia Squicciarini OECD Directorate for](https://reader031.vdocuments.site/reader031/viewer/2022021809/5c36767f09d3f288708bc84d/html5/thumbnails/5.jpg)
THE DIGITAL TRANSFORMATION: THE MEASUREMENT CHALLENGE
Propose a taxonomy of sectors mirroring the extent to which
they have gone digital.
![Page 6: A TAXONOMY OF INTENSIVE SECTORS - escoe.ac.uk · A TAXONOMY OF DIGITAL INTENSIVE SECTORS Flavio Calvino Chiara Criscuolo Luca Marcolin Mariagrazia Squicciarini OECD Directorate for](https://reader031.vdocuments.site/reader031/viewer/2022021809/5c36767f09d3f288708bc84d/html5/thumbnails/6.jpg)
THE DIGITAL TRANSFORMATION: THE MEASUREMENT CHALLENGE
Propose a taxonomy of sectors mirroring the extent to which
they have gone digital.
Account for some of the DT’s main facets, especially
TECHNOLOGY, MARKET and HUMAN CAPITAL - related features
![Page 7: A TAXONOMY OF INTENSIVE SECTORS - escoe.ac.uk · A TAXONOMY OF DIGITAL INTENSIVE SECTORS Flavio Calvino Chiara Criscuolo Luca Marcolin Mariagrazia Squicciarini OECD Directorate for](https://reader031.vdocuments.site/reader031/viewer/2022021809/5c36767f09d3f288708bc84d/html5/thumbnails/7.jpg)
THE DIGITAL TRANSFORMATION: THE MEASUREMENT CHALLENGE
Propose a taxonomy of sectors mirroring the extent to which
they have gone digital.
Account for some of the DT’s main facets, especially
TECHNOLOGY, MARKET and HUMAN CAPITAL - related features
Rely on data COMPARABLE ACROSS COUNTRIES & OVER TIME,
harmonise classifications, deflate
![Page 8: A TAXONOMY OF INTENSIVE SECTORS - escoe.ac.uk · A TAXONOMY OF DIGITAL INTENSIVE SECTORS Flavio Calvino Chiara Criscuolo Luca Marcolin Mariagrazia Squicciarini OECD Directorate for](https://reader031.vdocuments.site/reader031/viewer/2022021809/5c36767f09d3f288708bc84d/html5/thumbnails/8.jpg)
THE DIGITAL TRANSFORMATION: THE MEASUREMENT CHALLENGE
Propose a taxonomy of sectors mirroring the extent to which
they have gone digital.
Account for some of the DT’s main facets, especially
TECHNOLOGY, MARKET and HUMAN CAPITAL - related features
Rely on data COMPARABLE ACROSS COUNTRIES & OVER TIME,
harmonise classifications, deflate
Provide an OPERATIONAL TOOL helping analysts
and policy makers understand the sectoral
heterogeneity of the transformation
![Page 9: A TAXONOMY OF INTENSIVE SECTORS - escoe.ac.uk · A TAXONOMY OF DIGITAL INTENSIVE SECTORS Flavio Calvino Chiara Criscuolo Luca Marcolin Mariagrazia Squicciarini OECD Directorate for](https://reader031.vdocuments.site/reader031/viewer/2022021809/5c36767f09d3f288708bc84d/html5/thumbnails/9.jpg)
THE DIGITAL TRANSFORMATION: THE MEASUREMENT CHALLENGE
Propose a taxonomy of sectors mirroring the extent to which
they have gone digital.
Account for some of the DT’s main facets, especially
TECHNOLOGY, MARKET and HUMAN CAPITAL - related features
Rely on data COMPARABLE ACROSS COUNTRIES & OVER TIME,
harmonise classifications, deflate
Provide an OPERATIONAL TOOL helping analysts
and policy makers understand the sectoral
heterogeneity of the transformation
BENCHMARK SECTORS among each other
– does not measure the size of the digital economy !!!
![Page 10: A TAXONOMY OF INTENSIVE SECTORS - escoe.ac.uk · A TAXONOMY OF DIGITAL INTENSIVE SECTORS Flavio Calvino Chiara Criscuolo Luca Marcolin Mariagrazia Squicciarini OECD Directorate for](https://reader031.vdocuments.site/reader031/viewer/2022021809/5c36767f09d3f288708bc84d/html5/thumbnails/10.jpg)
DIGITAL INTENSITY OF SECTORS:
INDICATORS
Measure considered for STAN industry A38 (excluding 97-household
production and 98-international organisations).
Data for 12 countries (AU, AT, DK, FI, FR, IT, JP, NL, NO, SE, UK, US):
![Page 11: A TAXONOMY OF INTENSIVE SECTORS - escoe.ac.uk · A TAXONOMY OF DIGITAL INTENSIVE SECTORS Flavio Calvino Chiara Criscuolo Luca Marcolin Mariagrazia Squicciarini OECD Directorate for](https://reader031.vdocuments.site/reader031/viewer/2022021809/5c36767f09d3f288708bc84d/html5/thumbnails/11.jpg)
DIGITAL INTENSITY OF SECTORS:
INDICATORS
Measure considered for STAN industry A38 (excluding 97-household
production and 98-international organisations).
Data for 12 countries (AU, AT, DK, FI, FR, IT, JP, NL, NO, SE, UK, US):
ICT INVESTMENT INTENSITY: ICT tangible GFCF / total GFCF (both deflated);
![Page 12: A TAXONOMY OF INTENSIVE SECTORS - escoe.ac.uk · A TAXONOMY OF DIGITAL INTENSIVE SECTORS Flavio Calvino Chiara Criscuolo Luca Marcolin Mariagrazia Squicciarini OECD Directorate for](https://reader031.vdocuments.site/reader031/viewer/2022021809/5c36767f09d3f288708bc84d/html5/thumbnails/12.jpg)
INVESTMENT IN ICT EQUIPMENT (i) AS A % OF NON-RESIDENTIAL GFCF (OVER TIME)
Source: Calvino et al. (2018)
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INVESTMENT IN ICT EQUIPMENT (ii) AS A % OF NON-RESIDENTIAL GFCF (ACROSS COUNTRIES)
Source: Calvino et al. (2018)
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DIGITAL INTENSITY OF SECTORS:
INDICATORS
Measure considered for STAN industry A38 (excluding 97-household
production and 98-international organisations).
Data for 12 countries (AU, AT, DK, FI, FR, IT, JP, NL, NO, SE, UK, US):
ICT INVESTMENT INTENSITY: ICT tangible GFCF / total GFCF (both deflated);
SOFTWARE INVESTMENT INTENSITY: software GFCF / total GFCF (both deflated);
![Page 15: A TAXONOMY OF INTENSIVE SECTORS - escoe.ac.uk · A TAXONOMY OF DIGITAL INTENSIVE SECTORS Flavio Calvino Chiara Criscuolo Luca Marcolin Mariagrazia Squicciarini OECD Directorate for](https://reader031.vdocuments.site/reader031/viewer/2022021809/5c36767f09d3f288708bc84d/html5/thumbnails/15.jpg)
INVESTMENT IN SOFTWARE & DATABASES AS A % OF NON-RESIDENTIAL GFCF
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DIGITAL INTENSITY OF SECTORS:
INDICATORS
Measure considered for STAN industry A38 (excluding 97-household
production and 98-international organisations).
Data for 12 countries (AU, AT, DK, FI, FR, IT, JP, NL, NO, SE, UK, US):
ICT INVESTMENT INTENSITY: ICT tangible GFCF / total GFCF (both deflated);
SOFTWARE INVESTMENT INTENSITY: software GFCF / total GFCF (both deflated);
INTERMEDIATES ICT GOODS: purchases of ICT intermediate goods
(ICT and electronic equipment sector) / output (both deflated);
![Page 17: A TAXONOMY OF INTENSIVE SECTORS - escoe.ac.uk · A TAXONOMY OF DIGITAL INTENSIVE SECTORS Flavio Calvino Chiara Criscuolo Luca Marcolin Mariagrazia Squicciarini OECD Directorate for](https://reader031.vdocuments.site/reader031/viewer/2022021809/5c36767f09d3f288708bc84d/html5/thumbnails/17.jpg)
PURCHASES OF INTERMEDIATE ICT GOODS AS A % OF OUTPUT
Source: Calvino et al. (2018)
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DIGITAL INTENSITY OF SECTORS:
INDICATORS
Measure considered for STAN industry A38 (excluding 97-household
production and 98-international organisations).
Data for 12 countries (AU, AT, DK, FI, FR, IT, JP, NL, NO, SE, UK, US):
ICT INVESTMENT INTENSITY: ICT tangible GFCF / total GFCF (both deflated);
SOFTWARE INVESTMENT INTENSITY: software GFCF / total GFCF (both deflated);
INTERMEDIATES ICT GOODS: purchases of ICT intermediate goods
(ICT and electronic equipment sector) / output (both deflated);
INTERMEDIATES ICT SERVICES: purchases of ICT intermediate services
(IT and other info services sector) / output (both deflated);
![Page 19: A TAXONOMY OF INTENSIVE SECTORS - escoe.ac.uk · A TAXONOMY OF DIGITAL INTENSIVE SECTORS Flavio Calvino Chiara Criscuolo Luca Marcolin Mariagrazia Squicciarini OECD Directorate for](https://reader031.vdocuments.site/reader031/viewer/2022021809/5c36767f09d3f288708bc84d/html5/thumbnails/19.jpg)
PURCHASES OF INTERMEDIATE ICT SERVICES AS A % OF OUTPUT
Source: Calvino et al. (2018)
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DIGITAL INTENSITY OF SECTORS:
INDICATORS
Measure considered for STAN industry A38 (excluding 97-household
production and 98-international organisations).
Data for 12 countries (AU, AT, DK, FI, FR, IT, JP, NL, NO, SE, UK, US):
ICT INVESTMENT INTENSITY: ICT tangible GFCF / total GFCF (both deflated);
SOFTWARE INVESTMENT INTENSITY: software GFCF / total GFCF (both deflated);
INTERMEDIATES ICT GOODS: purchases of ICT intermediate goods
(ICT and electronic equipment sector) / output (both deflated);
INTERMEDIATES ICT SERVICES: purchases of ICT intermediate services
(IT and other info services sector) / output (both deflated);
ROBOT INTENSITY: Stock of robots / employment (manufacturing);
![Page 21: A TAXONOMY OF INTENSIVE SECTORS - escoe.ac.uk · A TAXONOMY OF DIGITAL INTENSIVE SECTORS Flavio Calvino Chiara Criscuolo Luca Marcolin Mariagrazia Squicciarini OECD Directorate for](https://reader031.vdocuments.site/reader031/viewer/2022021809/5c36767f09d3f288708bc84d/html5/thumbnails/21.jpg)
ROBOTS STOCK PER HUNDREDS OF EMPLOYEES
Source: Calvino et al. (2018)
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DIGITAL INTENSITY OF SECTORS:
INDICATORS
Measure considered for STAN industry A38 (excluding 97-household
production and 98-international organisations).
Data for 12 countries (AU, AT, DK, FI, FR, IT, JP, NL, NO, SE, UK, US):
ICT INVESTMENT INTENSITY: ICT tangible GFCF / total GFCF (both deflated);
SOFTWARE INVESTMENT INTENSITY: software GFCF / total GFCF (both deflated);
INTERMEDIATES ICT GOODS: purchases of ICT intermediate goods
(ICT and electronic equipment sector) / output (both deflated);
INTERMEDIATES ICT SERVICES: purchases of ICT intermediate services
(IT and other info services sector) / output (both deflated);
ROBOT INTENSITY: Stock of robots / employment (manufacturing);
E-SALES INTENSITY: % of total sales carried out online
(both BtoC and BtoB) – Only for European countries;
![Page 23: A TAXONOMY OF INTENSIVE SECTORS - escoe.ac.uk · A TAXONOMY OF DIGITAL INTENSIVE SECTORS Flavio Calvino Chiara Criscuolo Luca Marcolin Mariagrazia Squicciarini OECD Directorate for](https://reader031.vdocuments.site/reader031/viewer/2022021809/5c36767f09d3f288708bc84d/html5/thumbnails/23.jpg)
SHARE OF TURNOVER FROM ONLINE SALES
Source: Calvino et al. (2018)
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DIGITAL INTENSITY OF SECTORS:
INDICATORS
Measure considered for STAN industry A38 (excluding 97-household
production and 98-international organisations).
Data for 12 countries (AU, AT, DK, FI, FR, IT, JP, NL, NO, SE, UK, US):
ICT INVESTMENT INTENSITY: ICT tangible GFCF / total GFCF (both deflated);
SOFTWARE INVESTMENT INTENSITY: software GFCF / total GFCF (both deflated);
INTERMEDIATES ICT GOODS: purchases of ICT intermediate goods
(ICT and electronic equipment sector) / output (both deflated);
INTERMEDIATES ICT SERVICES: purchases of ICT intermediate services
(IT and other info services sector) / output (both deflated);
ROBOT INTENSITY: Stock of robots / employment (manufacturing);
E-SALES INTENSITY: % of total sales carried out online
(both BtoC and BtoB) – Only for European countries;
ICT SPECIALISTS: Number of ICT specialists in all countries / total employment
over all countries.
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ICT SPECIALISTS AS A % OF TOTAL EMPLOYMENT
Source: Calvino et al. (2018)
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DIGITAL INTENSITY OF SECTORS:
INDICATORS
Measure considered for STAN industry A38 (excluding 97-household
production and 98-international organisations).
Data for 12 countries (AU, AT, DK, FI, FR, IT, JP, NL, NO, SE, UK, US):
ICT INVESTMENT INTENSITY: ICT tangible GFCF / total GFCF (both deflated);
SOFTWARE INVESTMENT INTENSITY: software GFCF / total GFCF (both deflated);
INTERMEDIATES ICT GOODS: purchases of ICT intermediate goods
(ICT and electronic equipment sector) / output (both deflated);
INTERMEDIATES ICT SERVICES: purchases of ICT intermediate services
(IT and other info services sector) / output (both deflated);
ROBOT INTENSITY: Stock of robots / employment (manufacturing);
E-SALES INTENSITY: % of total sales carried out online
(both BtoC and BtoB) – Only for European countries;
ICT SPECIALISTS: Number of ICT specialists in all countries / total employment
over all countries.
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THE DIGITAL TRANSFORMATION:
A TALE OF MANY TALES… Dispersion of sectors in each considered dimension of digitalisation, 2013-15
Source: OECD Science, Technology and Industry Scoreboard 2017 , Statlink: http://dx.doi.org/10.1787/888933618669
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THE DIGITAL TRANSFORMATION:
A TALE OF MANY TALES… Dispersion of sectors in each considered dimension of digitalisation, 2013-15
Source: OECD Science, Technology and Industry Scoreboard 2017 , Statlink: http://dx.doi.org/10.1787/888933618669
![Page 29: A TAXONOMY OF INTENSIVE SECTORS - escoe.ac.uk · A TAXONOMY OF DIGITAL INTENSIVE SECTORS Flavio Calvino Chiara Criscuolo Luca Marcolin Mariagrazia Squicciarini OECD Directorate for](https://reader031.vdocuments.site/reader031/viewer/2022021809/5c36767f09d3f288708bc84d/html5/thumbnails/29.jpg)
THE DIGITAL TRANSFORMATION:
A TALE OF MANY TALES… Dispersion of sectors in each considered dimension of digitalisation, 2013-15
Source: OECD Science, Technology and Industry Scoreboard 2017 , Statlink: http://dx.doi.org/10.1787/888933618669
![Page 30: A TAXONOMY OF INTENSIVE SECTORS - escoe.ac.uk · A TAXONOMY OF DIGITAL INTENSIVE SECTORS Flavio Calvino Chiara Criscuolo Luca Marcolin Mariagrazia Squicciarini OECD Directorate for](https://reader031.vdocuments.site/reader031/viewer/2022021809/5c36767f09d3f288708bc84d/html5/thumbnails/30.jpg)
THE DIGITAL TRANSFORMATION:
A TALE OF MANY TALES… Dispersion of sectors in each considered dimension of digitalisation, 2013-15
Source: OECD Science, Technology and Industry Scoreboard 2017 , Statlink: http://dx.doi.org/10.1787/888933618669
![Page 31: A TAXONOMY OF INTENSIVE SECTORS - escoe.ac.uk · A TAXONOMY OF DIGITAL INTENSIVE SECTORS Flavio Calvino Chiara Criscuolo Luca Marcolin Mariagrazia Squicciarini OECD Directorate for](https://reader031.vdocuments.site/reader031/viewer/2022021809/5c36767f09d3f288708bc84d/html5/thumbnails/31.jpg)
..OF DIFFERENT SPEED, SCALE AND SCOPE
Source: OECD calculations based on Calvino et al. (2018)
Digital penetration of sectors over time, growth rate, 2001-15
0.5
1
1.5
2
2.5
3
3.5
4
2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015
% Services
0.5
1
1.5
2
2.5
3
3.5
4
2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015
%
Agriculture, Mining, Manufacturing
ICT tangible investment Software investment Robot use
Intermediate ICT goods Intermediate ICT services
![Page 32: A TAXONOMY OF INTENSIVE SECTORS - escoe.ac.uk · A TAXONOMY OF DIGITAL INTENSIVE SECTORS Flavio Calvino Chiara Criscuolo Luca Marcolin Mariagrazia Squicciarini OECD Directorate for](https://reader031.vdocuments.site/reader031/viewer/2022021809/5c36767f09d3f288708bc84d/html5/thumbnails/32.jpg)
..OF DIFFERENT SPEED, SCALE AND SCOPE
Source: OECD calculations based on Calvino et al. (2018)
Digital penetration of sectors over time, growth rate, 2001-15
0.5
1
1.5
2
2.5
3
3.5
4
2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015
% Services
0.5
1
1.5
2
2.5
3
3.5
4
2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015
%
Agriculture, Mining, Manufacturing
ICT tangible investment Software investment Robot use
Intermediate ICT goods Intermediate ICT services Online sales revenues
![Page 33: A TAXONOMY OF INTENSIVE SECTORS - escoe.ac.uk · A TAXONOMY OF DIGITAL INTENSIVE SECTORS Flavio Calvino Chiara Criscuolo Luca Marcolin Mariagrazia Squicciarini OECD Directorate for](https://reader031.vdocuments.site/reader031/viewer/2022021809/5c36767f09d3f288708bc84d/html5/thumbnails/33.jpg)
..OF DIFFERENT SPEED, SCALE AND SCOPE
Source: OECD calculations based on Calvino et al. (2018)
Digital penetration of sectors over time, growth rate, 2001-15
0.5
1
1.5
2
2.5
3
3.5
4
2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015
% Services
0.5
1
1.5
2
2.5
3
3.5
4
2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015
%
Agriculture, Mining, Manufacturing
ICT tangible investment Software investment Robot use
Intermediate ICT goods Intermediate ICT services ICT specialists
Online sales revenues
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SECTORS BY QUARTILE OF DIGITAL INTENSITY AGRICULTURE, MINING, MANUFACTURING AND CONSTRUCTION, 2013-15
Agriculture -1.2 -1.1 -1.0 -0.7 -0.8 -0.4
Mining -1.1 -1.1 0.1 -0.4 -0.7 -0.3
Food products -0.5 -0.7 -0.8 -0.5 -0.1 2.6 -0.3
Textiles and apparel 0.0 -0.3 -0.1 -0.3 -0.5 -0.4 -0.3
Wood and paper -0.1 -0.5 -0.3 0.0 -0.4 -0.5 -0.2
Coke and petroleum -0.5 -0.6 -1.0 -0.6 -0.5 0.6 0.0
Chemicals -0.6 -0.6 -0.5 -0.3 -0.5 0.6 0.0
Pharmaceuticals -0.7 -0.7 -0.5 -0.3 -0.5 0.6 0.0
Rubber, plastics and minerals -0.4 -0.5 -0.3 -0.4 0.8 0.6 -0.3
Basic metals -0.4 -0.6 -0.3 -0.4 0.3 -0.2 -0.3
Computers and electronics 0.0 -0.8 0.2 0.8 0.0 0.9
Electrical equipment -0.2 -0.6 -0.2 0.8 0.6 -0.1
Machinery -0.1 -0.2 -0.3 -0.1 0.6 -0.2
Transport equipment -0.4 -0.6 -0.1 3.3 1.8 0.0
Other manufactures 0.1 -0.5 2.8 -0.2 0.5 -0.4 -0.1
Electricity, gas and steam -0.8 -0.6 -0.8 -0.3 -0.8 -0.2 -0.1
Water, sewerage and waste -0.8 -0.6 -0.8 -0.3 -0.8 -0.2 -0.1
Construction -0.6 -0.1 0.2 -0.6 -0.8 -1.6 -0.4
Online sales
revenue
ICT
specialists
Software
investment
ICT tangible
investment
Intermediate
ICT goods
Intermediate
ICT servicesRobot use
Bottom quartile 2nd quartile 3rd quartile Top quartile Not available
Source: OECD Science, Technology and Industry Scoreboard 2017 , Statlink12 http://dx.doi.org/10.1787/888933617434
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Source: OECD Science, Technology and Industry Scoreboard 2017 , Statlink12 http://dx.doi.org/10.1787/888933617434
Software investment
ICT tangible investment
Intermediate
ICT goods
Intermediate ICT services
Robot use
Online sales
revenue
ICT
specialists
Wholesale and retail 0.6 0.4 0.0 -0.1 0.2 -0.3
Transport services -0.7 -0.6 -0.8 -0.4 1.3 -0.3
Hotels and food services -0.6 0.0 -0.8 -0.5 -0.2 -0.4
Publishing and broadcasting 1.5 1.3 -0.3 0.0 -0.3 -0.2
Telecommunications 0.9 3.4 3.5 0.9 1.0 0.0
IT services 2.5 2.2 1.1 5.4 -0.9 5.7
Finance and insurance 2.9 1.5 -0.6 0.9 0.3
Real estate -0.9 -0.8 -1.2 -0.7 -1.4 -0.3
Law and accountancy services 1.8 1.2 0.5 0.4 -1.3 -0.2
Scientific R&D 0.1 0.2 0.5 0.4 -1.3 -0.2
Other business services 2.1 1.5 0.5 0.4 -1.3 -0.2
Admin and support services 0.1 0.2 0.5 0.4 -0.5 -0.2
Public admin and defense -0.5 -0.7 0.1 0.3 0.0
Education -0.4 -0.4 -0.8 -0.3 -0.2
Health services -0.6 0.1 0.2 -0.5 -0.3
Care and social work -0.6 -0.1 0.2 -0.5 -0.3
Arts and entertainment -0.6 0.0 0.1 -0.1 -0.3
Other services 0.4 1.4 0.2 -0.1 -0.3
SECTORS BY QUARTILE OF DIGITAL INTENSITY SERVICES, 2013-15
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WHAT’S NEXT?
1st version - new indicators are being built/considered:
ICT task intensity – moving beyond specialists
ICT patents by sector – technology generation, not only adoption
% firms with automated links to suppliers or customers (e.g. call centers) – equivalent of robots for service sectors
“Embodied” ICT content – net ICT purchases from non-ICT related VA
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ICT TASK INTENSITY
Source: Calvino et al. (2018)
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WHAT’S NEXT?
1st version - new indicators are being built/considered:
ICT task intensity – moving beyond specialists
ICT patents by sector – technology generation, not only adoption
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THE ACCELERATION IN THE GENERATION OF TECHNOLOGIS
ICT PATENTS
Source: OECD calculations based on Calvino et al. (2017) and Dernis et al. (2016, https://doi.org/10.1007/s10961-015-9449-0 )
Intensity and length of ICT patent burst
AgricultureMining
FoodTextiles
Wood & paperCoke & oilChemicals
MetalsElectrical equipment
MachineryTransport equipments
Electricity & gasWater & sewage
Transport & storageAccomodation &…
Publishing & audiovisualTelecommunications
It servicesReal estate
Legal & accountingR&D
Professional servicesAdmin & support services
PA & defenceHealth services
Arts & entertainmentOther services
Low Medium High
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WHAT’S NEXT?
1st version - new indicators are being built/considered:
ICT task intensity – moving beyond specialists
ICT patents by sector – technology generation, not only adoption
% firms with automated links to suppliers or customers (e.g. call centers) – equivalent of robots for service sectors
“Embodied” ICT content – net ICT purchases from non-ICT related VA
Different aggregation algorithms? (e.g. account for cross-country dispersion of intensities by sector)
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Contact: [email protected]
OECD Going Digital website: http://oe.cd/goingdigital
Twitter: @OECDinnovation
THANK YOU