Table 3 Key External Datasets and Sources Leveraged for the estimation of the total number of data workers Data Owner Domain Title Country coverage Coverage Eurostat Structural Business Statistics Annual enterprise statistics by size class for special aggregates of activities (NACE Rev. 2) [sbs_sc_sca_r2] All EU28 countries (excl. Malta) Section/Division; Sectors covered expressed in NACE Divisions: B-J; L-M; S95. 0-9; 10-49; 50-249; 250+ Eurostat Science and technology Employment in technology and sectors at the national level, by sex (from 2008 onwards, NACE Rev. 2) [htec_emp_nat2] All EU28 countries Section; Sectors covered based on Division Level: A-S; Aggregations for High-technology manufacturing and knowledge-intensive high-technology services Eurostat Science and technology Employment in technology and sectors at the national level, by type of occupation (from 2008 onwards, NACE Rev. 2) [htec_emp_nisco2] All EU28 countries Section; Sectors covered based on Division Level: A-S; Aggregations for High-technology manufacturing and knowledge-intensive high-technology services; ISCO: Top Level (i.e. Professionals; Technicians and associate professionals; Other) Eurostat Economy and finance National accounts aggregates and employment by branch (NACE Rev. 2) (nama_nace2) All EU28 countries Depending on branch level selected (10 branches corresponds to NACE Rev 2 section level, while 64 branches reports data at division level) Eurostat EU Labour Survey (on households) Employment by economic activity and occupation All EU28 countries All sectors; ISCO-08 - Minor Groups Eurostat Structural Business Statistics Business Demography Statistics (active population of enterprises; birth; survival, and death. All EU28 (excl. Greece and Croatia) Section/Division/Groups; Sectors covered expressed in NACE Divisions: B-S; Sizes: 0; 1-4; 5-9; and 10+ companies. Insurance Europe European Insurance in Figures Statistics N°48: European Insurance in Figures dataset (2012 data) All EU28 (excl. Lithuania) Number of insurance companies, employees, and gross written premiums European Central Bank Structural Indicators for the EU EU structural financial indicators All EU28 (excl. Croatia) Local branches, Employees of domestic credit institutions intensive intensive
Banking Sector ILO Labour Force Employment by sex and economic activity All EU28 countries Section; Sectors covered expressed in NACE Divisions: A-U ILO Labour Force Employment distribution by economic activity and occupation All EU28 countries All sectors; ISCO 08 - Groups 4 Key IDC Datasets and Sources Leveraged for the estimation of the total number of data workers Data Owner Domain Country coverage Coverage IDC Software Worldwide Semiannual Software Market Forecaster AT, BE, CZ, DK, FI, FR, DE, GR, HU, IE, IT, NL, PL, PT, RO, ES, SE, UK, Rest of CEE - IDC Software Worldwide Semiannual Business Analytics Software Tracker AT, BE, CZ, DK, FI, FR, DE, GR, HU, IE, IT, NL, PL, PT, RO, ES, SE, UK, Rest of CEE - IDC Business Analytics & Big Data Big Data and Analytics Maturity Benchmark Survey - Telecommunications Services Provider, Commercial/ Retail/ Investment Banks, Government, Non-Food Retail, Oil & Gas, Acute Care Hospitals, Food and Beverage Manufacturer or Private Label Grocer IDC Vertical markets and SMEs European Vertical Markets Survey UK, FR, DE, ES, IT All verticals, including details by sub vertical; Sizes: 10 + data can be aggregated in 10-249; 250+
Table 5 Procedure for the estimation of the total number of data workers Procedure for the estimation Number of data workers - Absolute number Data inputs Calculation procedure Segmentation Output / Indicator ISCO occupation codes where data workers may be present, 2014 Selection of the ISCO occupations where data workers may be present at 4 digit disaggregation This is the perimeter where data workers are classified ILO, occupation data for the total of the economic activities ; Eurostat ad hoc basis: employed in 28 countries To be crossed with 21 ISCO minor groups (3 digits; data at 4 digit are not available) By countries and EU total, sections of the NACE classification of economic activities This is the quantitative perimeter where we have to detect the data workers Matrix 21 selected ISCO-08 crossed with 11 sections of NACE economic activities for 28 countries We need to make ad hoc assumptions to fix the % of each ISCO code that we estimate to be data workers By countries and EU sections of the NACE classification of economic activities These are the quantitative shares of data workers in different groupings of selected ISCO-08 codes We assume there are 3/5 possible % values of data workers in each ISCO minor group (3 digit) We regroup selected ISCO-08 codes into 3 to 5 occupational clusters with differing data worker intensity These are the homogenous occupational clusters Validation by experts of both the % values and the code allocation Estimation of data workers by countries and for each 21 minor group by applying pre-defined shares to homogeneous occupational clusters By countries and EU total, sections of the NACE classification of economic activities This is the matrix of data workers by NACE sections and countries and the derived vector of data workers by countries
Selected qualitative interviews with key data industry representatives are foreseen: Juan Mateos Garcia, author of the Datavores Michail Skaliotis, responsible for the Big Data task force at Eurostat Gap analysis Availability of data Quality and Reliability of data Feasibility of indicator N. Indicator Name Type of data Public sources IDC & private sources 2.1 Number of data companies Statistics on and ICT market Low Medium Medium to Low (incomplete coverage) Feasible only through ad-hoc survey Geography = EU28 Company size = >250< 3.1 revenues of data companies Statistics on revenues by sector and by company size Low Low Low Feasible only through ad-hoc survey Geography = EU28 if possible Company size = >250< if possible 3.2 Share of data companies revenues on total Statistics on revenues by sector and by company size Low Low Low Feasible only through ad-hoc survey Geography = EU28 if possible Company size = >250< if possible 3.3 Productivity Low Low Low Feasible only through ad-hoc survey Geography = EU28 if possible Company size = >250< if possible Legend: High – Medium – Low or none The data about companies are characterized by a low level of availability and reliability mainly because of incomplete coverage. The data collection will need to be completed with a survey in order to be able to achieve estimates. enterprise
Share of data companies revenues: ratio between data companies revenues and all EU companies of the data companies perimeter Data inputs Calculation procedure Segmentation Output / Indicator Estimated revenues for the data companies and revenues perimeter ratio between the estimated revenues of the data companies and the revenues of the data companies perimeter Geography: 28 countries + EU, company size above and below 250 employees Share of revenues, i.e. ratio of the data companies in the data industry perimeter Productivity Total revenues of data companies, data workers as previously estimated between revenues of data companies and data workers Geography: 28 countries, company size above and below 250 employees Productivity
Eurostat Economy and Finance Balance of payments by country (bop_q_c) All EU28; Iceland and Norway. Goods, Communications services, Computer and information services, Construction services, Financial services, Government services, n.i.e. , Insurance services, Other business services, Personal, cultural and recreational services, Royalties and license fees, Services no allocated, Transportation, Travel. Eurostat Science and Technology High-tech trade by high-tech group of products in million euro (from 2007, SITC Rev. 4) [htec_trd_group4] All EU28 By High Tech product (Aerospace, Computers-office machines, Electronics-telecommunications, Pharmacy, Scientific instruments, Electrical machinery, Chemistry, machinery, Armament) Gap analysis Availability of data Quality and Reliability of data Feasibility of indicator N. Indicator Name Type of data Public sources IDC & other private sources 4.1 Value of data market Statistics on BP Low None Low Low, feasible through survey Data on import and export of intangible assets are not available and not complete. We will include a couple of questions in the survey in to estimate exports, if possible. Measurement approach Assumptions The revenues of all data companies can be estimated by projecting the results of the survey Exports are nearly all implemented by the data companies Imports are nearly all implemented by the Import trends of data services are similar, in average, to other most advanced professional and digital services Estimation procedure 19 Estimation procedure of the data market Procedure for the estimation
59 Motion picture, and television programme production, sound recording and music publishing activities Excluded Included 59.1 Motion picture, video and television programme activities Excluded Included 59.11 Motion picture, video and television programme production activities Excluded Included 59.12 Motion picture, video and television programme post-production activities Excluded Included 59.13 Motion picture, video and television programme distribution activities Excluded Included 59.14 Motion picture projection activities Excluded Included 59.2 Sound recording and music publishing activities Excluded Included 59.20 Sound recording and music publishing activities Excluded Included 60 Programming and broadcasting activities May be included in case of business units/start ups addressed to collect and aggregate data products and services. Nevertheless, for the moment and for the sake of the study we exclude it Included 60.1 Radio broadcasting May be included in case of business units/start ups addressed to collect and aggregate data products and services. Nevertheless, for the moment and for the sake of the study we exclude it Included 60.10 Radio broadcasting May be included in case of business units/start ups addressed to collect and aggregate data products and services. Nevertheless, for the moment and for the sake of the study we exclude it Included 60.2 Television programming and broadcasting activities May be included in case of business units/start ups addressed to collect and aggregate data products and services. Nevertheless, for the moment and for the sake of the study we exclude it Included 60.20 Television programming and broadcasting activities May be included in case of business units/start ups addressed to collect and aggregate data products and services. Nevertheless, for the moment and for the sake of the study we exclude it Included 61 Telecommunications May be included in case of business units/start ups Included 61.1 Wired telecommunications activities May be included in case of business units/start ups Included 61.10 Wired telecommunications activities May be included in case of business ups Included 61.2 Wireless telecommunications activities May be included in case of business units/start ups Included 61.20 Wireless telecommunications activities May be included in case of business ups Included 61.3 Satellite telecommunications activities May be included in case of business units/start ups Included 61.30 Satellite telecommunications activities May be included in case of business units/start ups Included 61.9 Other telecommunications activities May be included in case of business units/start ups Included
61.90 telecommunications activities May be included in case of business ups for the collection and delivery of data products and services Included 62 Computer programming, consultancy and related activities Included Included 62.0 Computer programming, consultancy and related activities Included Included 62.01 Computer programming activities Included Included 62.02 Computer consultancy activities Included Included 62.03 Computer facilities management activities Included Included 62.09 Other information technology and computer service activities Included Included 63 Information service activities Included Included 63.1 Data processing, hosting and related activities; web portals Included Included 63.11 Data processing, hosting and related activities Included Included 63.9 Other information service activities Included Included 63.91 News agency activities Excluded Included 63.99 information service activities n.e.c. Included Included SECTION K — FINANCIAL AND INSURANCE ACTIVITIES May be included in case of business ups for the collection and delivery of data products and services Included SECTION L — REAL ESTATE ACTIVITIES Excluded Included SECTION M — PROFESSIONAL, SCIENTIFIC AND TECHNICAL ACTIVITIES Division Group Class 69 Legal and accounting activities Excluded Included 69.1 activities Excluded Included 69.10 Legal activities Excluded Included 69.2 Accounting, bookkeeping and auditing activities; tax consultancy Excluded Included 69.20 Accounting, bookkeeping and auditing activities; tax consultancy Excluded Included 70 Activities of head offices; management consultancy activities Included Included 70.1 Activities of head offices Excluded Included 70.10 Activities of head offices Excluded Included 70.2 Management consultancy activities Included Included 70.21 Public relations and communication activities Excluded Included 70.22 Business and other management consultancy activities Included Included
71 Architectural and engineering activities; technical testing and analysis 71.1 Architectural and engineering activities and related technical consultancy Excluded Included 71.11 Architectural activities Excluded Included 71.12 Engineering activities and related technical consultancy Excluded Included 72 Scientific research and development Inluded Excluded 72.2 Research and experimental development on social sciences and humanities Included Included 72.20 Research and experimental development on social sciences and humanities Included Included 73 Advertising and market research Included Included 73.1 Advertising Included Included 73.11 Advertising agencies Excluded Included 73.12 Media representation Excluded Excluded 73.2 Market research and public opinion polling Included Included 73.20 Market research and public opinion polling Included Included 74 professional, scientific and technical activities Inlcuded Excluded 74.1 Specialised design activities Excluded Excluded 74.10 Specialised design activities Excluded Excluded 74.2 Photographic activities Excluded Excluded 74.20 Photographic activities Excluded Excluded 74.3 Translation and interpretation activities Excluded Excluded 74.30 Translation and interpretation activities Excluded Excluded 74.9 Other professional, scientific and technical activities n.e.c. Included Excluded 74.90 Other professional, scientific and technical activities n.e.c. Included Excluded SECTION N — ADMINISTRATIVE AND SUPPORT SERVICE ACTIVITIES 77 Rental and leasing activities Excluded Included 78 Employment activities Excluded Excluded 79 Travel agency, tour operator and other reservation service and related activities May be included in case of business ups for the collection and delivery of data products and services Included 80 Security and investigation activities Excluded Included 81 Services to buildings and landscape activities Excluded Excluded 82 Office administrative, office support and Included Included
business support activities 82.1 Office administrative and support activities Excluded Excluded 82.11 Combined office administrative service activities Excluded Excluded 82.19 Photocopying, document preparation and other specialised office support activities Excluded Excluded 82.2 Activities of call centres Excluded Included 82.20 Activities of call centres Excluded Included 82.3 Organisation of conventions and trade shows Excluded Included 82.30 Organisation of conventions and shows Excluded Included 82.9 Business support service activities n.e.c. Excluded Included 82.91 Activities of collection agencies and credit bureaus Excluded Included 82.92 Packaging activities Excluded Excluded 82.99 Other business support service activities n.e.c. Excluded Excluded SECTION O — PUBLIC ADMINISTRATION AND DEFENCE; COMPULSORY SOCIAL SECURITY Excluded Excluded SECTION P — EDUCATION Excluded Excluded SECTION Q — HUMAN HEALTH AND SOCIAL WORK ACTIVITIES Excluded Excluded SECTION R — ARTS, ENTERTAINMENT AND RECREATION Excluded Excluded SECTION S — OTHER SERVICE ACTIVITIES Excluded Excluded