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D. Consoli, Fabrizio Fusillo, G. Orsatti, F. Quatraro (2021)
Skill endowment, routinisation and digital technologies: evidence from U.S. Metropolitan AreasIndustry and Innovation, 28
J. Ward (1963)
Hierarchical Grouping to Optimize an Objective FunctionJournal of the American Statistical Association, 58
Jin Kim (2021)
6G and Internet of Things: a survey
Alison Stenning (2010)
No Job Name
Ron Adner, Daniel Levinthal (2002)
The Emergence of Emerging TechnologiesCalifornia Management Review, 45
R. Evangelista, V. Meliciani, A. Vezzani (2018)
Specialisation in key enabling technologies and regional growth in EuropeEconomics of Innovation and New Technology, 27
D. Ibarra, J. Ganzarain, J. Igartua (2018)
Business model innovation through Industry 4.0: A reviewProcedia Manufacturing, 22
P. Balland, R. Boschma (2021)
Mapping the potentials of regions in Europe to contribute to new knowledge production in Industry 4.0 technologiesRegional Studies, 55
R. Antonietti, Sandro Montresor (2021)
Going beyond Relatedness: Regional Diversification Trajectories and Key Enabling Technologies (KETs) in Italian RegionsEconomic Geography, 97
Pasquale Pavone, F. Pagliacci, M. Russo, Simone Righi, A. Giorgi (2020)
Multidimensional Clustering of EU Regions: A Contribution to Orient Public Policies in Reducing Regional DisparitiesSocial Indicators Research, 156
C. Metallo, R. Agrifoglio, Francesco Schiavone, Jens Mueller (2018)
Understanding business model in the Internet of Things industryTechnological Forecasting and Social Change
L. Atzori, A. Iera, G. Morabito (2010)
The Internet of Things: A surveyComput. Networks, 54
L. Lebart, A. Salem, Lisette Berry (1997)
Exploring Textual Data
Pallavi Sethi, S. Sarangi (2017)
Internet of Things: Architectures, Protocols, and ApplicationsJ. Electr. Comput. Eng., 2017
E. Ziegel (2019)
Correspondence Analysis Handbook
G. Day, P. Schoemaker (2000)
Avoiding the Pitfalls of Emerging TechnologiesCalifornia Management Review, 42
Sandro Montresor, F. Quatraro (2017)
Regional Branching and Key Enabling Technologies: Evidence from European Patent DataEconomic Geography, 93
A. Ciffolilli, Alessandro Muscio (2018)
Industry 4.0: national and regional comparative advantages in key enabling technologiesEuropean Planning Studies, 26
G. Heimeriks, R. Boschma (2014)
The path- and place-dependent nature of scientific knowledge production in biotech 1986-2008Journal of Economic Geography, 14
Guoping Li, Yun Hou, Aizhi Wu (2017)
Fourth Industrial Revolution: technological drivers, impacts and coping methodsChinese Geographical Science, 27
R. Capello, C. Lenzi (2021)
The Regional Economics of Technological Transformations
R. Srinivasan (2008)
Sources, characteristics and effects of emerging technologies: Research opportunities in innovationIndustrial Marketing Management, 37
A. Jabbour, C. Jabbour, Cyril Foropon, Moacir Filho (2018)
When titans meet – Can industry 4.0 revolutionise the environmentally-sustainable manufacturing wave? The role of critical success factorsTechnological Forecasting and Social Change
Zongmin Jiang, Yangming Guo, Zhuqing Wang (2021)
Digital twin to improve the virtual-real integration of industrial IoTJ. Ind. Inf. Integr., 22
Alessandro Muscio, A. Ciffolilli (2020)
What drives the capacity to integrate Industry 4.0 technologies? Evidence from European R&D projectsEconomics of Innovation and New Technology, 29
F. Murtagh, P. Legendre (2011)
Ward’s Hierarchical Agglomerative Clustering Method: Which Algorithms Implement Ward’s Criterion?Journal of Classification, 31
(2022)
4.0 technological revolution and economic competitiveness: Unexpected opportunities for peripheral areas. Scienze Regionali
T. Breshanan (2010)
Chapter 18, Handbook of the Economics of Innovation, 2
Arianna Martinelli, Andrea Mina, M. Moggi (2020)
The Enabling Technologies of Industry 4.0: Examining the Seeds of the Fourth Industrial RevolutionEconomics of Innovation eJournal
F. Pagliacci, Pasquale Pavone, M. Russo, A. Giorgi (2019)
Regional structural heterogeneity: evidence and policy implications for RIS3 in macro-regional strategiesRegional Studies, 54
K. Rong, G. Hu, Yong Lin, Yongjiang Shi, Liang Guo (2015)
Understanding business ecosystem using a 6C framework in Internet-of-Things-based sectorsInternational Journal of Production Economics, 159
R. Capello, C. Lenzi (2018)
The dynamics of regional learning paradigms and trajectoriesJournal of Evolutionary Economics, 28
R. Capello, C. Lenzi (2021c)
Industry 4.0 and servitisation in European regions
D. Teece (2018)
Profiting from innovation in the digital economy: Enabling technologies, standards, and licensing models in the wireless worldResearch Policy
L. Propris, David Bailey (2020)
Industry 4.0 and Regional Transformations
R. Antonietti, S. Montresor (2021)
Going beyond relatedness: Regional diversification trajectories and key enabling technologies (KETs), 97
J. P. Benzecri (1973)
L'analyse des données. L'analyse des correspondances
A. Frank, G. Mendes, N. Ayala, A. Ghezzi (2019)
Servitization and Industry 4.0 convergence in the digital transformation of product firms: A business model innovation perspectiveTechnological Forecasting and Social Change
R. Capello, C. Lenzi (2021)
4.0 Technologies and the rise of new islands of innovation in European regionsRegional Studies, 55
Max Nathan, A. Rosso (2015)
Mapping digital businesses with big data: Some early findings from the UKResearch Policy, 44
A. Tiwana, B. Konsynski, Ashley Bush (2010)
Research Commentary - Platform Evolution: Coevolution of Platform Architecture, Governance, and Environmental DynamicsInf. Syst. Res., 21
R. Boschma, K. Frenken (2011)
The Handbook on Regional Innovation and Growth
R. Capello, C. Lenzi (2021)
Industry 4.0 and servitisation: Regional patterns of 4.0 technological transformations in EuropeTechnological Forecasting and Social Change
Matteo Laffi, R. Boschma (2021)
Does a local knowledge base in Industry 3.0 foster diversification in Industry 4.0 technologies? Evidence from European regionsPapers in Regional Science
A. Trappey, C. Trappey, Usharani Govindarajan, Allen Chuang, John Sun (2017)
A review of essential standards and patent landscapes for the Internet of Things: A key enabler for Industry 4.0Adv. Eng. Informatics, 33
T. Chou (2017)
Precision—principles, practices, solutions for the Internet of Things
The Internet of Things (IoT) can trigger innovation processes across all sectors of the economy. However, this potential is not available to all regions. As with other enabling technologies, the competences required to develop IoT solutions are numerous and varied, ranging from hardware to software and related services, and are often provided by different companies. To map the application potential of these technologies across European regions, we use textual analysis to identify the NACE codes associated with five main IoT domains. We identify clusters of regions characterized by different mixes of competences in IoT technologies and we discuss the policy implications of our findings at both European and regional levels.
Papers in Regional Science – Wiley
Published: Aug 1, 2022
Keywords: cluster analysis; enabling technologies; Internet of Things; regional competences; text‐mining
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