L3D25

(1.3)
L1T3 (9%): Computer (64%)

L1T457 (8%): Automation (52%), Robot (48%)

L1T310 (7%): Productivity (48%), Economic growth (35%)

L1T449 (6%): Entrepreneurship (44%), Venture capital (26%)

L1T336 (6%): Industry (62%), Manufacturing (38%)

L1T450 (4%): Market (economics) (77%)

L1T447 (3%): Business (50%), Outsourcing (31%)

L1T338 (3%): Employment (100%)

L1T10 (3%)
L2DCommonL1DSpecificExamples
L2D95

(1.8)
L1T449 (6%): Competition (companies) (22%), Small and medium-sized enterprises (14%), Venture capital (14%), Research and development (12%)

L1T10 (5%): Singapore (13%), Japan (13%), Association of Southeast Asian Nations (10%), Aging of Japan (9%), Nazir Razak (9%)

L1T457 (3%): Robot (25%), Artificial objects (18%), Cyber-physical system (15%), Automation (15%)

L1T336 (3%): 3D printing (29%), Technological revolution (20%), Industrial Revolution (15%), Fourth Industrial Revolution (15%)

L1T454 (3%): Cloud computing (74%)

L1T313 (3%): Technological singularity (26%), Mind uploading (26%), Ray Kurzweil (25%)

L1T122 (3%): Framework Programmes for Research and Technological Development (53%), Lisbon Strategy (36%)

L1T259 (2%): Cisco Systems (35%), International Telecommunication Union (33%), Telecommunication (32%)

L1T258 (2%): Technological convergence (65%)

L1T455 (2%): Computing (59%)

L1T437 (2%): Society (100%)

L1T68 (2%): Consip (23%), Accreditation (22%), Sharing (19%), Public service (14%), Service (economics) (12%)

L1T379 (2%): Privacy (28%), Information sensitivity (18%)

L1T3 (2%): Embedded system (36%), Application software (20%)

L1T310 (2%): Productivity (72%)

L1T260 (2%): Information and communications technology (100%)

L1T2 (2%): Design (88%)

L1T309 (1%): Sustainability (61%)

L1T450 (1%): Market (economics) (42%), Competition (25%)

L1T452 (1%): Internet of things (50%), Machine to machine (29%)

L1T399 (1%): Developing country (39%), World Bank (25%), Philippines (21%)

L1T257 (1%): Information society (54%)
L1D265

(1.5)
L1T449 (6%): Competition (companies) (22%), Small and medium-sized enterprises (14%), Venture capital (14%), Research and development (12%)

L1T10 (5%): Singapore (13%), Japan (13%), Association of Southeast Asian Nations (10%), Aging of Japan (9%), Nazir Razak (9%)

L1T457 (3%): Robot (25%), Artificial objects (18%), Cyber-physical system (15%), Automation (15%)

L1T336 (3%): 3D printing (29%), Technological revolution (20%), Industrial Revolution (15%), Fourth Industrial Revolution (15%)

L1T454 (3%): Cloud computing (74%)

L1T313 (3%): Technological singularity (26%), Mind uploading (26%), Ray Kurzweil (25%)

L1T122 (3%): Framework Programmes for Research and Technological Development (53%), Lisbon Strategy (36%)

L1T259 (2%): Cisco Systems (35%), International Telecommunication Union (33%), Telecommunication (32%)

L1T258 (2%): Technological convergence (65%)

L1T455 (2%): Computing (59%)

L1T437 (2%): Society (100%)

L1T68 (2%): Consip (23%), Accreditation (22%), Sharing (19%), Public service (14%), Service (economics) (12%)

L1T379 (2%): Privacy (28%), Information sensitivity (18%)

L1T3 (2%): Embedded system (36%), Application software (20%)

L1T310 (2%): Productivity (72%)

L1T260 (2%): Information and communications technology (100%)

L1T2 (2%): Design (88%)

L1T309 (1%): Sustainability (61%)

L1T450 (1%): Market (economics) (42%), Competition (25%)

L1T452 (1%): Internet of things (50%), Machine to machine (29%)

L1T399 (1%): Developing country (39%), World Bank (25%), Philippines (21%)

L1T257 (1%): Information society (54%)
  • Council Of The European Union (2007) (2007) [+]
  • Impact analysis in the domain of eBusiness & new working environments : final report. (2014) (2014) [+]
  • FP6 IST impact analysis study : final report. (2014) (2014) [+]
  • Open Data for Economic Growth in Russia (2015) (2015) [+]
  • Foresight services to support strategic programming within Horizon 2020 : foresight report (D3). (2015) (2015) [+]
  • Foresight services to support strategic programming within Horizon 2020 : foresight report (D3). (2015) (2015) [+]
  • Mid- to Long-Term Master Plan in Preparation for the Intelligent Information Society (2017) (2017) [+]
  • 平成 28 年度グローバル・ベンチャー・エコシステム連携強化事業 (中堅・中小企業等イノベーション創出支援プログラム) (2017) (2017) [+]
  • Interim Evaluation of the ECSEL Joint Undertaking (2014-2016) operating under Horizon 2020 : final report. (2017) (2017) [+]
  • ASEAN 4.0: What does the Fourth Industrial Revolution mean for regional economic integration? (2017) (2017) [+]
  • AVVISO PUBBLICO per la realizzazione di uno “Studio di fattibilità nell’ambito dell’evoluzione dei servizi di welfare con tecnologie 4.0” - C.I.G. 70924402A (2018) (2018) [+]
  • The Future Computed – Artificial intelligence and its role in society (2018) (2018) [+]
  • Frontier technologies for sustainable development in Asia and the Pacific (2018) (2018) [+]
  • 平成 27 年 9 月 25 日付け諮問第 23 号 「 IoT / ビッグデータ時代に向けた 新たな情報通信政策の在り方」 (2018) (2018) [+]
  • The Role of Artificial Intelligence in Supporting Development in Emerging Markets (2019) (2019) [+]
  • La Robótica al Servicio de la Pandemia (2020) (2020) [+]
  • Ministero della Giustizia (2020) (2020) [+]
L2D96

(1.6)
L1T452 (8%): Internet of things (41%), 5G (32%), Digital twin (26%)

L1T454 (4%): Cloud computing (52%), Blockchain (48%)

L1T379 (4%): Privacy (40%), General Data Protection Regulation (30%), Internet privacy (23%)

L1T100 (4%): Patient (52%)

L1T456 (4%): Artificial intelligence (59%), Emerging technologies (41%)

L1T451 (3%): Computer security (100%)

L1T453 (3%): Cyberattack (94%)

L1T24 (3%): Streaming media (100%)

L1T411 (3%): Coronavirus disease 2019 (63%), COVID-19 pandemic (37%)

L1T99 (3%): Telehealth (76%)

L1T315 (3%): Chatbot (71%)

L1T318 (3%): Machine learning (100%)

L1T101 (3%): Health care (77%)

L1T27 (3%): Mobile app (89%)
L1D266

(1.9)
L1T27 (6%): Mobile app (69%)

L1T411 (5%): Coronavirus disease 2019 (31%), COVID-19 apps (19%), Contact tracing (17%), COVID-19 pandemic (16%)

L1T452 (5%): Digital twin (40%), Internet of things (30%), 5G (30%)

L1T100 (5%): Emergency department (49%), Patient (36%)

L1T453 (4%): Cyberattack (55%), Vulnerability (computing) (40%)

L1T315 (4%): Chatbot (58%)

L1T101 (4%): Health care (66%)

L1T87 (4%): Disease (86%)

L1T99 (4%): Digital health (69%)

L1T80 (3%): Personalized medicine (91%)

L1T379 (3%): Privacy (52%)

L1T81 (3%): Medicine (87%)

L1T456 (3%): Emerging technologies (43%), Artificial intelligence (32%), Applications of artificial intelligence (25%)

L1T375 (2%): Misinformation related to the 2019–20 coronavirus pandemic (26%), Misinformation related to the COVID-19 pandemic (22%), Deepfake (20%), Misinformation (17%), Fake news (15%)
  • Security is community: Lessons from the Panic Button experience: Executive summary (2015) (2015) [+]
  • Risk Nexus: Overcome by Cyber Risks? Economic Benefits and Costs of Alternate Cyber Futures (2015) (2015) [+]
  • The age of analytics: Competing in a data-driven world (2016) (2016) [+]
  • Discussion Paper: National Strategy for Artificial National Institution for Transforming India (NITI Aayog) India Intelligence (2018) (2018) [+]
  • Digital Health Technology Vision 2019 (2019) (2019) [+]
  • MyMarkets | Digital Health Tech Vision 2019 (2019) (2019) [+]
  • DARQ Power | Digital Health Tech Vision 2019 (2019) (2019) [+]
  • Valto: Glimpses of the future. Data policy, artificial intelligence and robotisation as enablers of wellbeing and economic success in Finland (2019) (2019) [+]
  • Secure Us to Secure Me | Digital Health Tech Vision 2019 (2019) (2019) [+]
  • Technology Identity | Digital Health Tech Vision 2019 (2019) (2019) [+]
  • Human+ Worker | Digital Health Tech Vision 2019 (2019) (2019) [+]
  • Critical Frontier: Leveraging Technology to Combat COVID-19 (2020) (2020) [+]
  • Artificial Intelligence and Digital Transformation: early lessons from the COVID-19 crisis (2020) (2020) [+]
  • Artificial intelligence and digital transformation : early lessons from the COVID-19 crisis. (2020) (2020) [+]
  • Africa’s digital solutions to tackle COVID-19. (2020) (2020) [+]
  • COR0131 - Home Office preparedness for Covid-19 (Coronavirus) (2020) (2020) [+]
  • Evaluation of the Regulators’ Pioneers Fund (RPF) - Round 1 (2021) (2021) [+]
L1D267

(1.5)
L1T452 (5%): Internet of things (36%), 5G (20%)

L1T454 (5%): Cloud computing (52%), Blockchain (48%)

L1T24 (4%): Over-the-top media services (40%), Streaming media (36%)

L1T450 (4%): Market (economics) (46%), Disruptive innovation (28%)

L1T195 (3%): Touchpoint (37%), Personalization (35%)

L1T26 (3%): Virtual reality (76%)

L1T457 (3%): Robotics (32%), Cyber-physical system (26%), Automation (18%)

L1T23 (2%): Wearable technology (43%), Activity tracker (25%)

L1T449 (2%): Entrepreneurship (32%)

L1T374 (2%): Targeted advertising (45%), Advertising (32%)

L1T379 (2%): General Data Protection Regulation (56%)

L1T94 (2%): University of Mississippi Medical Center (16%), Health information management (16%), Health care in the United States (12%), Patient participation (10%), Point of care (10%)

L1T318 (2%): Machine learning (100%)

L1T456 (2%): Artificial intelligence (75%)

L1T451 (2%): Computer security (100%)

L1T336 (2%): Fourth Industrial Revolution (22%), Industry (18%), Manufacturing (12%), Technological revolution (12%), Smart manufacturing (12%)

L1T446 (2%): Smart city (58%), City (42%)

L1T296 (1%): Electrical grid (60%), Smart grid (40%)

L1T460 (1%): Risk (95%)

L1T307 (1%): Self-driving car (100%)
  • What if... consumers took more extreme measures to help drive sustainable behaviour? . (2002) (2002) [+]
  • Using logic models : the results of a study to explore how logic models could be used in developing a methodological framework for the high-quality assessment of IST-RTS effects at the strategic objective level : summary report. (2014) (2014) [+]
  • Think Big:Science and Technology Policies for the Next Administration (2016) (2016) [+]
  • Data and analytics innovation : emerging opportunities and challenges : report to congressional requestors. (2016) (2016) [+]
  • Highlights of a Forum: Data and Analytics Innovation: Emerging Opportunities and Challenges (2016) (2016) [+]
  • Unleashing Innovation and Entrepreneurship in Europe: People, Places and Policies (2017) (2017) [+]
  • ASEAN 4.0: What does the Fourth Industrial Revolution mean for regional economic integration? (2017) (2017) [+]
  • S.Hrg. 115-644 — ADVANCING THE INTERNET OF THINGS IN RURAL AMERICA (2017) (2017) [+]
  • Technology for the Many: A Public Policy Platform for a Better, Fairer Future (2017) (2017) [+]
  • Consumer product safety in the Internet of Things (2018) (2018) [+]
  • Internet of Things Legislation (2018) (2018) [+]
  • Proposte per una strategia italiana (2019) (2019) [+]
  • Sztuczna Inteligencja: Made in Asia - ik.org.pl (2019) (2019) [+]
  • Emerging Technologies: DARQ | Media Tech Vision (2019) (2019) [+]
  • Technology in the Workplace | Media Tech Vision (2019) (2019) [+]
  • Media Technology Trends | Tech Vision 2019 (2019) (2019) [+]
  • Demand Forecasting | Media Tech Vision (2019) (2019) [+]
  • Customer Personalization | Media Tech Vision (2019) (2019) [+]
  • Media Cybersecurity | Tech Vision 2019 (2019) (2019) [+]
  • Promoting European Growth, Productivity, and Competitiveness by Taking Advantage of the Next Digital Technology Wave (2019) (2019) [+]
  • Forging our Digital Future with 5G: A Strategy for Scotland (2019) (2019) [+]
  • Technology Vision 2020 (2020) (2020) [+]
  • 17 November 2020 (2020) (2020) [+]
  • Artificial intelligence : critical industrial applications : report on market analysis of prioritised value chains, the most critical AI applications and the conditions for AI rollout. (2020) (2020) [+]
  • Advanced technologies for industry : AT watch : technology focus on artificial intelligence. (2020) (2020) [+]
  • EMS0134 - Economics of music streaming (2021) (2021) [+]
L2D97

(2.2)
L1T113 (9%): Teacher (27%), Curriculum (23%), School (21%)

L1T102 (9%): Design rule for Camera File system (6%), Right of Children to Free and Compulsory Education Act, 2009 (6%), Pratham (6%), Sarva Shiksha Abhiyan (6%), Universal Primary Education (5%)

L1T8 (5%): Information system (48%)

L1T403 (4%): Millennium Development Goals (22%), Development aid (18%), Aid (17%), WASH (11%), International development (11%)

L1T103 (3%): Educational assessment (20%), Sustainable Development Goal 4 (18%), Education reform (15%), Teacher education (13%)

L1T459 (3%): Information (59%), Data (41%)

L1T440 (3%): Accountability (52%)

L1T105 (2%): Education For All (31%), TVET (Technical and Vocational Education and Training) (18%), Education 2030 Agenda (17%)

L1T309 (2%): Capacity building (31%), Sustainability (29%), Resource (23%), Sustainable Development Goals (17%)

L1T371 (2%): Decision-making (91%)

L1T5 (2%): Evaluation (81%)

L1T323 (2%): Cognition (78%)

L1T433 (2%): Education (64%), Culture (36%)

L1T223 (2%): Governance (58%)
L1D268

(1.7)
L1T113 (9%): Teacher (27%), Curriculum (23%), School (21%)

L1T102 (9%): Design rule for Camera File system (6%), Right of Children to Free and Compulsory Education Act, 2009 (6%), Pratham (6%), Sarva Shiksha Abhiyan (6%), Universal Primary Education (5%)

L1T8 (5%): Information system (48%)

L1T403 (4%): Millennium Development Goals (22%), Development aid (18%), Aid (17%), WASH (11%), International development (11%)

L1T103 (3%): Educational assessment (20%), Sustainable Development Goal 4 (18%), Education reform (15%), Teacher education (13%)

L1T459 (3%): Information (59%), Data (41%)

L1T440 (3%): Accountability (52%)

L1T105 (2%): Education For All (31%), TVET (Technical and Vocational Education and Training) (18%), Education 2030 Agenda (17%)

L1T309 (2%): Capacity building (31%), Sustainability (29%), Resource (23%), Sustainable Development Goals (17%)

L1T371 (2%): Decision-making (91%)

L1T5 (2%): Evaluation (81%)

L1T323 (2%): Cognition (78%)

L1T433 (2%): Education (64%), Culture (36%)

L1T223 (2%): Governance (58%)
  • Connecting the Dots: Data Use in Afterschool Systems (1970) (1970) [+]
  • Leader Tracking Systems:Turning Data Into Information for School Leadership (1970) (1970) [+]
  • Evaluating The Impact Of Implementing Student Information And Instructional Management Systems International (2006) (2006) [+]
  • Learning negotiations with web-based [web based] systems : the case of IIMB (2007) (2007) [+]
  • The Reorganization of the Department of Education (2009) (2009) [+]
  • Managing schools for educational quality and equity: finding the proper mix to make it work (2011) (2011) [+]
  • Collaborative Approaches to Education Reform Have Both Challenges and Potential (2011) (2011) [+]
  • Information Economy Report 2012 (2012) (2012) [+]
  • WTIA ICT Cluster Study 2014 (2015) (2015) [+]
  • NI Computer Based Assessment - independent review (2015) (2015) [+]
  • Open data in the governance of South African higher education : case study (2016) (2016) [+]
  • Report of the 10th Meeting of the UNCTAD Advisory Group on Innovation Knowledge for Inclusive and Sustainable Develolpment: Transferring Knowledge through Technology (2016) (2016) [+]
  • Governos que servem: Inovações que estão melhorando a prestação de serviços aos cidadãos (2017) (2017) [+]
  • Data for Learning : Building a Smart Education Data System (2017) (2017) [+]
  • Lessons Learned from World Bank Education Management Information System Operations : Portfolio Review, 1998-2014 (2017) (2017) [+]
  • Innovative food price collection in developing countries : focus on crowdsourcing in Africa. (2017) (2017) [+]
  • Education, industrialization and scientific and technical progress: report of an IIEP seminar (2018) (2018) [+]
  • Re-orienting Education Management Information Systems (EMIS) towards inclusive and equitable quality education and lifelong learning (2018) (2018) [+]
  • Open innovation 2.0 yearbook 2017-2018. (2018) (2018) [+]
  • India: Using open school data to improve transparency and accountability (2018) (2018) [+]
  • India: using open school data to improve transparency and accountability (2018) (2018) [+]
  • Realising the potential of technology in education (2019) (2019) [+]
  • From Paper to the Cloud: Guiding the Digital Transformation of Education Management and Information Systems (SIGEDs) (2019) (2019) [+]
  • Operational guide to using EMIS to monitor SDG 4 (2020) (2020) [+]
  • The role of education management information systems in supporting progress towards SDG 4: recent trends and international experiences (2020) (2020) [+]
L2D98

(1.6)
L1T14 (19%): Glasgow (20%), Creative industries (20%), Department for Digital, Culture, Media and Sport (16%), Manchester (15%), Greater Manchester (11%)

L1T258 (4%): Internet access (62%), Digital divide (34%)

L1T254 (3%): Digital strategy (41%), Digitization (36%)

L1T15 (3%): Scotland (100%)

L1T114 (3%): Digital literacy (51%), Literacy (49%)

L1T449 (3%): Entrepreneurship (68%)

L1T455 (2%): Information technology (49%), Computer network (40%)

L1T377 (2%): BBC (59%)

L1T16 (2%): United Kingdom (74%)

L1T109 (2%): Apprenticeship (72%)

L1T345 (2%): Broadband (58%), Fiber to the x (42%)

L1T376 (2%): Social media (86%)

L1T261 (2%): Big data (54%), Analytics (40%)
L1D269

(1.6)
L1T258 (5%): Internet access (52%), Digital divide (28%)

L1T114 (5%): Digital literacy (50%), Literacy (45%)

L1T109 (4%): Higher education (47%), Apprenticeship (32%)

L1T107 (4%): Academic degree (19%), Diploma (16%), Postgraduate education (12%), Bachelor's degree (12%), Undergraduate education (11%)

L1T195 (3%): Marketing (22%), Customer experience (13%), Retail (12%)

L1T433 (3%): Education (69%)

L1T455 (3%): Information technology (36%), Computer network (33%), Computing (31%)

L1T104 (3%): Australian Computer Society (22%)

L1T257 (2%): E-services (32%), E-government (30%)

L1T115 (2%): Educational technology (74%)

L1T113 (2%): Teacher (49%), Curriculum (29%)

L1T310 (2%): Economic growth (37%), Productivity (28%)

L1T332 (2%): Workforce (61%)

L1T262 (2%): Internet (100%)

L1T402 (2%): Basic income (43%), Middle class (23%)

L1T457 (2%): Automation (33%), Artificial objects (31%)

L1T337 (2%): Unemployment (59%), Labour economics (41%)

L1T261 (2%): Big data (75%)

L1T254 (2%): Digitization (49%), Digital strategy (30%)
  • Social Services for Digital Citizens: Opportunities for Latin America and the Caribbean (1970) (1970) [+]
  • Study of the development of ICT in the kingdom of Bhutan (2007) (2007) [+]
  • Abu Dhabi’s ICT Policy Priority Areas and Korea’s Best Practices (2012) (2012) [+]
  • ICT workforce study, July 2013 (2013) (2013) [+]
  • Digital Glasgow Roadmap (2014) (2014) [+]
  • Jisc: a hidden advantage for higher education - HEPI (2014) (2014) [+]
  • Skills and Jobs in the Internet Economy (2014) (2014) [+]
  • Integrated Information and Communication Technology Strategies for Competitive Higher Education in Asia and the Pacific (2015) (2015) [+]
  • The new work mindset (2016) (2016) [+]
  • Digital skills for the UK economy (2016) (2016) [+]
  • Imagining the future(s) (2017) (2017) [+]
  • CAUDIT top ten issues - 2016 (2017) (2017) [+]
  • Scotland's digital strategy: evidence discussion paper (2017) (2017) [+]
  • Imagining the future(s) (2017) (2017) [+]
  • The Greater Manchester Digital Strategy 2018-2020 Foreword by Andy Burnham and Sean Anstee (2018) (2018) [+]
  • Information and communications technologies industry environment scan – 2012 (2018) (2018) [+]
  • Date (2018) (2018) [+]
  • Multi-channel management in PES : from blending to omni-channelling : analytical paper. (2018) (2018) [+]
  • Techdaddy Doesn’t Know Best (2018) (2018) [+]
  • Reskilling the Workforce | Future Workforce (2018) (2018) [+]
  • Digital Transformation: Assessing the Impact of Digitalisation on Ireland’s Workforce (2018) (2018) [+]
  • Digital Transformation: Assessing the Impact of Digitalisation on Ireland's Workforce (2018) (2018) [+]
  • Artificial Intelligence and International Security (2018) (2018) [+]
  • Creative skills for the future economy (2019) (2019) [+]
  • Digital Skills : Frameworks and Programs (2021) (2021) [+]
L1D270

(2.0)
L1T14 (30%): London (6%), Nesta (charity) (5%), Wales (4%), Creative industries (4%), Glasgow (4%)

L1T136 (5%): Library (32%), The National Archives (United Kingdom) (17%)

L1T25 (5%): Curator (18%), Heritage Lottery Fund (17%), Film (15%), Video game (12%)

L1T449 (4%): Entrepreneurship (20%), Startup company (19%), Business cluster (13%), Venture capital (11%), Coworking (11%)

L1T422 (3%): Sport (29%)

L1T15 (3%): Scotland (37%), Devolution in the United Kingdom (20%)

L1T0 (3%): Soho (4%), Shildon (4%), Camborne (4%), Altrincham (4%), Castlefield (4%)
  • Digital Divide_0426 (2007) (2007) [+]
  • Transforming public services, using technology and digital tools and approaches (2014) (2014) [+]
  • Digital Social Innovation in Northern Ireland (2014) (2014) [+]
  • Unknown (2014) (2014) [+]
  • City of Seattle Department of Information Technology (2015) (2015) [+]
  • Deep Dive : 04 Digital and Creative Industries (2016) (2016) [+]
  • Tech Nation 2016 (2016) (2016) [+]
  • Connected Councils: A digital vision of local government in 2025 (2016) (2016) [+]
  • Culture is Digital (2018) (2018) [+]
  • Culture is Digital (2018) (2018) [+]
  • Education and Skills Committee 27 March 2018 (2018) (2018) [+]
  • London ideas (2018) (2018) [+]
  • Digital Glasgow Strategy (2018) (2018) [+]
  • Creative Nation (2018) (2018) [+]
  • Culture is digital (2019) (2019) [+]
  • Unlocking Data Innovation for Social License in Natural Resources (2020) (2020) [+]
L2D99

(2.1)
L1T457 (13%): Robot (28%), Automation (27%), Robotics (19%), Machine (15%)

L1T337 (8%): Labour economics (57%), Unemployment (43%)

L1T324 (7%): Technological unemployment (24%), Technological change (14%), Human capital (13%)

L1T456 (6%): Artificial intelligence (44%), Intelligence (39%)

L1T315 (5%): Deep learning (27%), Computer vision (16%), Watson (computer) (14%)

L1T310 (4%): Productivity (54%), Economic growth (43%)

L1T332 (4%): Workforce (63%)

L1T336 (3%): Industrial Revolution (30%), Industry (27%), Manufacturing (19%)
L1D271

(1.7)
L1T457 (13%): Robot (28%), Automation (27%), Robotics (19%), Machine (15%)

L1T337 (8%): Labour economics (57%), Unemployment (43%)

L1T324 (7%): Technological unemployment (24%), Technological change (14%), Human capital (13%)

L1T456 (6%): Artificial intelligence (44%), Intelligence (39%)

L1T315 (5%): Deep learning (27%), Computer vision (16%), Watson (computer) (14%)

L1T310 (4%): Productivity (54%), Economic growth (43%)

L1T332 (4%): Workforce (63%)

L1T336 (3%): Industrial Revolution (30%), Industry (27%), Manufacturing (19%)
  • The impact of artificial intelligence on jobs and work in New Zealand (1970) (1970) [+]
  • Technological innovation: The challenges for labour (1970) (1970) [+]
  • Employment, income and occupational effects of computer-based automation in Canada / by Thomas H. McCurdy. (2002) (2002) [+]
  • AI, Robotics, and the Future of Jobs (2014) (2014) [+]
  • CEDA - Australia's future workforce? (2015) (2015) [+]
  • Australia's future workforce? (2015) (2015) [+]
  • Creativity Vs Robots (2015) (2015) [+]
  • Structural Transformation in the OECD (2016) (2016) [+]
  • Automation and the Workforce (2016) (2016) [+]
  • The Risk of Automation for Jobs in OECD Countries (2016) (2016) [+]
  • House Hearing, 114th Congress — THE DISRUPTER SERIES: ADVANCED ROBOTICS (2016) (2016) [+]
  • New technologies: A jobless future or golden age of job creation? (2016) (2016) [+]
  • Harnessing automation for a future that works (2017) (2017) [+]
  • Surfing the 4th Industrial Revolution: Artificial intelligence and the liberal arts (2017) (2017) [+]
  • Artificial Intelligence and the Modern Productivity Paradox: A Clash of Expectations and Statistics (2017) (2017) [+]
  • What’s now and next in analytics, AI, and automation (2017) (2017) [+]
  • Technological Change and the Labor Market in Argentina and Uruguay : A Task Content Analysis (2017) (2017) [+]
  • Are robots taking our jobs? (2017) (2017) [+]
  • The VDAB’s innovation lab : summary report. (2017) (2017) [+]
  • Valto: Work in the age of artificial intelligence: Four perspectives on the economy, employment, skills and ethics (2018) (2018) [+]
  • The impact of artificial intelligence on work: an evidence synthesis (2018) (2018) [+]
  • The impact of artificial intelligence on work: an evidence review (2018) (2018) [+]
  • The promise and challenge of the age of artificial intelligence (2018) (2018) [+]
  • AI, automation, and the future of work: Ten things to solve for (2018) (2018) [+]
  • Many College Graduates Probably Aren't Thinking About Automation (2018) (2018) [+]
  • Economic and Labor Force Implications of Artificial Intelligence (2018) (2018) [+]
  • Testimony before the U.S. Joint Economic Committee on Innovation (2018) (2018) [+]
  • Valto: Työpoliittinen aikakauskirja 1/2018 (2018) (2018) [+]
  • The age of automation: Artificial Intelligence, robotics and the future of low-skilled work (2018) (2018) [+]
  • Ai to Boost Middle East Gva by 200 Billion by 2035 (2018) (2018) [+]
  • The Big Disconnect: AI, Leaders And The Workforce (2018) (2018) [+]
  • AI and work: a Royal Society and British Academy evidence synthesis on implications for individuals, communities, and societies (2018) (2018) [+]
  • Creativity vs robots: the creative economy and the future of employment (2018) (2018) [+]
  • Creativity and the future of skills (2018) (2018) [+]
  • Using online job vacancies to understand the UK labour market from the bottom-up (2018) (2018) [+]
  • Creating South (2018) (2018) [+]
  • Big Data Hubris (2018) (2018) [+]
  • Valto: Tekoälyajan työ: neljä näkökulmaa talouteen, työllisyyteen, osaamiseen ja etiikkaan (2018) (2018) [+]
  • Skills anticipation for the digital age (2019) (2019) [+]
  • AI, the future of work? : work of the future! : on how artificial intelligence, robotics and automation are transforming jobs and the economy in Europe. (2019) (2019) [+]
  • What jobs are affected by AI? Better-paid, better-educated workers face the most exposure (2019) (2019) [+]
  • Review of digital innovation: interim report (2019) (2019) [+]
  • New Evidence of Generational Progress for Mexican Americans (2019) (2019) [+]
  • How Will Machine Learning Transform the Labor Market? (2019) (2019) [+]
  • El futuro del trabajo en América Latina y el Caribe: ¿Cuáles son las ocupaciones y las habilidades emergentes más demandadas en la región? (versión interactiva) (2019) (2019) [+]
  • Workforce Automation: Better Data Needed to Assess and Plan for Effects of Advanced Technologies on Jobs (2019) (2019) [+]
  • Understanding Job Loss Predictions From Artificial Intelligence (2019) (2019) [+]
  • Tackling Europe’s gap in digital and AI (2019) (2019) [+]
  • Digitalization and the Future of Work: Macroeconomic Consequences (2019) (2019) [+]
  • Data Science in the New Economy: A new race for talent in the Fourth Industrial Revolution (2019) (2019) [+]
  • Robots at Work: Automatable and Non Automatable Jobs (2019) (2019) [+]
  • Job displacement and the polarisation of the labour market in Northern Ireland (2019) (2019) [+]
  • Briefing note - Artificial or human intelligence? (2019) (2019) [+]
  • Artificial Intelligence and the Future of Work (2019) (2019) [+]
  • Futures of work in Latin America: between technological innovation and crisis (2020) (2020) [+]
  • 14 October 2020 (2020) (2020) [+]
  • The consequences of AI-based technologies for jobs. (2020) (2020) [+]
  • These are the droids you’re looking for: An optimistic vision for artificial intelligence, automation and the future of work — Adam Smith Institute (2020) (2020) [+]
  • Artificial intelligence and the future of the digital work-oriented society : An outline for a holistic technology impact assessment / Thorben Albrecht and Christian Kellermann. (2020) (2020) [+]
  • Robots and the Origin of Their Labour-Saving Impact (2020) (2020) [+]
  • The future of skills: A case study of the Turkish automotive sector (2021) (2021) [+]
  • May AI Revolution Be Labour-Friendly? Some Micro Evidence from the Supply Side (2021) (2021) [+]
  • The changing nature of work in Canada amid recent advances in automation technology / by Kristyn Frank, Zhe Yang and Marc Frenette.: CS36-28-0001/2021-1-4E-PDF Publications - Canada.ca (2021) (2021) [+]
  • The impact of Artificial Intelligence on the labour market: What do we know so far? (2021) (2021) [+]
  • The future of skills: A case study of the automotive sector in Turkey (2021) (2021) [+]
  • Are Labour Markets Ready for the Digital Transformation? (2021) (2021) [+]
  • The Future of Jobs in the Era of AI (2021) (2021) [+]
L2D100

(1.6)
L1T414 (14%): Integrated circuit (100%)

L1T10 (13%): Japan (63%), South Korea (37%)

L1T22 (10%): Microsoft (51%), IPhone (49%)

L1T3 (9%): Personal computer (40%), Microprocessor (25%)

L1T449 (6%): Research and development (43%), Competition (companies) (30%)
L1D272

(2.2)
L1T414 (6%): Texas Instruments (11%), Fabless manufacturing (11%), Compaq (11%), SEMATECH (11%), Electronic design automation (10%)

L1T195 (5%): Value proposition (13%), Diana Farrell (12%), Revenue management (11%), Distribution center (10%), Brand (9%)

L1T3 (4%): IBM (21%), Microprocessor (19%), Personal computer (12%), Desktop computer (11%)

L1T336 (3%): Industry (32%), 3D printing (22%), Manufacturing (20%)

L1T186 (3%): Fifth generation computer (30%), Economy of Canada (24%), Alberta (24%), Ontario (22%)

L1T29 (3%): William Lazonick (23%), Public company (21%), Share repurchase (19%), Security (finance) (15%), Leverage (finance) (14%)

L1T169 (3%): Wright brothers (31%), Airplane (26%), Aircraft (22%), Aviation (21%)

L1T325 (3%): Value added (39%), Workforce productivity (37%), Growth accounting (20%)

L1T450 (2%): Market (economics) (28%), Competition (28%), Business model (22%)

L1T252 (2%): Honeywell (30%), Microelectronics and Computer Technology Corporation (29%), Trademark (18%), Invention (17%)

L1T310 (2%): Economic growth (38%), Gross domestic product (32%), Productivity (30%)

L1T124 (2%): Phonograph (24%), Control Data Corporation (23%), Computer telephony integration (21%), IBM PC compatible (17%), Dell (15%)

L1T170 (2%): Wing configuration (36%), Jet engine (32%), Boeing (32%)

L1T443 (2%): Supply-chain management (45%), Lean manufacturing (30%)

L1T312 (2%): Economics (100%)

L1T329 (2%): Recession (100%)

L1T22 (2%): Intel (42%), Apple Inc. (30%)

L1T345 (1%): Sprint Corporation (42%), AT&T Mobility (39%)
  • Whatever happened to the new economy? (2002) (2002) [+]
  • International R&D collaborative programs / Jeet Hothi & Dan Byron. (2002) (2002) [+]
  • Future manufacturing: business models for emerging sectors (2013) (2013) [+]
  • Skill Development and Sustainable Prosperity: Cumulative and Collective Careers versus Skill-Biased Technical Change (2015) (2015) [+]
  • World Intellectual Property Report 2015 - Breakthrough Innovation and Economic Growth (2016) (2016) [+]
  • Measuring Manufacturing: How the Computer and Semiconductor Industries Affect the Numbers and Perceptions (2018) (2018) [+]
L1D273

(2.1)
L1T21 (10%): Mostek (4%), Saitama Prefecture (4%), Loongson (4%), Akihabara (4%), Kanagawa Prefecture (4%)

L1T10 (10%): Japan (14%), South Korea (8%), Chaebol (7%)

L1T195 (7%): Online shopping (11%), EBay (9%), Amazon (company) (8%), Sales (6%)

L1T414 (5%): Dynamic random-access memory (15%), Liquid-crystal display (14%), CMOS (13%), Transistor (11%), Integrated circuit (10%)

L1T11 (4%): Alibaba Group (12%), Osaka (9%), Kakao (9%), American middle class (9%), Anime (8%)

L1T336 (4%): Industry (27%), Manufacturing (23%), 3D printing (15%)

L1T124 (3%): Computer keyboard (17%), Toshiba (12%), Static random-access memory (12%), Flat panel display (11%), Cathode ray tube (10%)

L1T419 (3%): CRISPR gene editing (29%), Biotechnology (25%)

L1T3 (3%): Personal computer (27%), Microprocessor (18%)

L1T24 (3%): Consumer electronics (41%), Television (27%)
  • The Information Revolution in Asia (2003) (2003) [+]
  • Emerging Global Trends in Advanced Manufacturing (2012) (2012) [+]
  • Innovative Tokyo (2012) (2012) [+]
  • Technological development in the micro-electronics industry and its implications for educational planning in the Republic of Korea (2014) (2014) [+]
  • Gauging the strength of Chinese innovation (2015) (2015) [+]
  • An Analysis of Job and Wage Growth in the Tech/Telecom Sector (2017) (2017) [+]
  • Valto: Älyteknologiaratkaisut ikääntyneiden kotona asumisen tukena (2017) (2017) [+]
  • Technology and Innovation Report 2018: Harnessing Frontier Technologies for Sustainable Development (2018) (2018) [+]
  • Regulation and the “Productivity Revolution” in Japan’s Handset Market (2018) (2018) [+]
  • Defence and security R&D: A sovereign strategic advantage (2019) (2019) [+]
  • Additive Manufacturing Needs a Business Ecosystem (2020) (2020) [+]
L1D274

(2.4)
L1T449 (7%): Competition (companies) (15%), Research and development (14%), Knowledge spillover (10%), Global marketing (10%), Absorptive capacity (9%)

L1T185 (6%): New Zealand (25%), American Academy of Arts and Sciences (17%), Wellington (15%), Economy of New Zealand (15%), Auckland (14%)

L1T107 (4%): Stanford University (16%), Working hypothesis (16%), Columbia University (15%), University of Texas at Austin (14%), Private university (13%)

L1T420 (3%): Laboratory (28%), Carnegie Mellon University (21%), Massachusetts Institute of Technology (20%), Scientist (17%)

L1T108 (3%): University (35%), Thesis (23%), Graduate school (22%), Academy (21%)

L1T415 (3%): Carnegie Corporation of New York (29%), United States Department of Energy national laboratories (25%), Los Alamos National Laboratory (23%), Lawrence Livermore National Laboratory (23%)

L1T120 (2%): Institute for Scientific Information (34%), Knowledge transfer (23%), Science policy (22%), Funding of science (22%)

L1T252 (2%): Bayh–Dole Act (30%), Patent (27%), European Patent Office (24%), Invention (19%)

L1T187 (2%): University of Florida (38%), San Francisco Bay Area (34%), University of Washington (29%)

L1T310 (2%): Productivity (36%), Tertiary sector of the economy (26%), Economic growth (24%)

L1T42 (2%): International taxation (35%), Transfer pricing (33%), Corporate tax (32%)

L1T10 (2%): Telkom Indonesia (20%), Economy of Indonesia (20%), Economy of Asia (19%), Knock-down kit (16%), Indonesia (11%)

L1T39 (2%): Foreign direct investment (38%), Export (34%), Joint venture (28%)

L1T421 (2%): Engineering (40%), Physics (34%), Engineer (26%)

L1T113 (2%): Science education (36%), Teacher (33%), School (18%)

L1T40 (2%): Dumping (pricing policy) (41%), Trade (33%), Tariff (26%)

L1T109 (2%): Higher education (83%)

L1T36 (2%): Point of sale (39%), Fee (34%), Credit card (27%)

L1T343 (1%): Business telephone system (38%), Telephone exchange (37%), Telephone (25%)
  • World science report, 1996 (1996) (1996) [+]
  • The Role of the educational system in the technological development of electronics and telecommunications in Indonesia (2014) (2014) [+]
  • Information and communications technology report (2015) (2015) [+]
  • Concept to Commercialization: The Best Universities for Technology Transfer (2017) (2017) [+]
L1D275

(2.7)
L1T22 (13%): Intel (19%), Nokia (12%), Flex (company) (11%), HTC (11%), Apple Inc. (11%)

L1T414 (13%): Integrated circuit (16%), Lenovo (15%)

L1T10 (11%): Electronics manufacturing services (15%), Foxconn (13%), Solectron (10%), Compal Electronics (10%)

L1T3 (7%): Hewlett-Packard (24%), Personal computer (21%)

L1T39 (4%): Global value chain (22%), Export (22%), Multinational corporation (21%), Foreign direct investment (13%), Free-trade zone (12%)

L1T331 (3%): Union busting (16%), Strike action (13%), Works council (12%), Industrial relations (12%), Overtime (12%)
  • S.Hrg. 109-206 — U.S.-E.U. REGULATORY COOPERATION ON EMERGING TECHNOLOGIES (2005) (2005) [+]
  • Global Value Chains in the Electronics Industry : Was the Crisis a Window of Opportunity for Developing Countries? (2012) (2012) [+]
  • High performance computing in the EU : progress on the implementation of the European HPC strategy : final report. (2015) (2015) [+]
  • Flexible workforces and low profit margins: electronics assembly between Europe and China (2016) (2016) [+]
  • The Global Information and Communications Technology Industry : Where Vietnam Fits in Global Value Chains (2017) (2017) [+]
  • Understanding China's AI Strategy (2019) (2019) [+]