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Mapping innovation dynamics in the Internet of Things domain: Evidence from patent analysis

Author

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  • Ardito, Lorenzo
  • D'Adda, Diego
  • Messeni Petruzzelli, Antonio

Abstract

The Internet of Things (IoT) is an emerging paradigm in the ICT sector and it is at the center of many current political and economic debates. Scholars, executives, and policymakers are becoming increasingly interested in understanding how to turn the IoT into reality, since various technological constraints (e.g., standardization and interoperability) limit the possibility of realizing an inclusive IoT information network. These constraints are exacerbated by the lack of a clear picture of the innovation dynamics and technology evolution of the IoT. This paper seeks to address this gap by mapping the development of IoT technologies. In particular, we have collected 61,972 IoT patents filed under the Patent Cooperation Treaty in the period 2000–2012. We analyze temporal trends, cross-country dynamics and identity of the applicants. Moreover, we provide insights about the development of the most relevant IoT technologies by looking at triadic patent families.

Suggested Citation

  • Ardito, Lorenzo & D'Adda, Diego & Messeni Petruzzelli, Antonio, 2018. "Mapping innovation dynamics in the Internet of Things domain: Evidence from patent analysis," Technological Forecasting and Social Change, Elsevier, vol. 136(C), pages 317-330.
  • Handle: RePEc:eee:tefoso:v:136:y:2018:i:c:p:317-330
    DOI: 10.1016/j.techfore.2017.04.022
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    as
    1. Ernst, Holger & Omland, Nils, 2011. "The Patent Asset Index - A new approach to benchmark patent portfolios," World Patent Information, Elsevier, vol. 33(1), pages 34-41, March.
    2. Ernst, Holger, 2001. "Patent applications and subsequent changes of performance: evidence from time-series cross-section analyses on the firm level," Research Policy, Elsevier, vol. 30(1), pages 143-157, January.
    3. Lee, In & Lee, Kyoochun, 2015. "The Internet of Things (IoT): Applications, investments, and challenges for enterprises," Business Horizons, Elsevier, vol. 58(4), pages 431-440.
    4. de Rassenfosse, Gaétan & Dernis, Hélène & Guellec, Dominique & Picci, Lucio & van Pottelsberghe de la Potterie, Bruno, 2013. "The worldwide count of priority patents: A new indicator of inventive activity," Research Policy, Elsevier, vol. 42(3), pages 720-737.
    5. Han, Eun Jin & Sohn, So Young, 2016. "Technological convergence in standards for information and communication technologies," Technological Forecasting and Social Change, Elsevier, vol. 106(C), pages 1-10.
    6. Kim, Jeeeun & Lee, Sungjoo, 2015. "Patent databases for innovation studies: A comparative analysis of USPTO, EPO, JPO and KIPO," Technological Forecasting and Social Change, Elsevier, vol. 92(C), pages 332-345.
    7. Rinaldo Evangelista & Tore Sandven & Giorgio Sirilli & Keith Smith, 1998. "Measuring Innovation in European Industry," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 5(3), pages 311-333.
    8. Grupp, Hariolf & Schmoch, Ulrich, 1999. "Patent statistics in the age of globalisation: new legal procedures, new analytical methods, new economic interpretation," Research Policy, Elsevier, vol. 28(4), pages 377-396, April.
    9. Hagedoorn, John & Cloodt, Myriam, 2003. "Measuring innovative performance: is there an advantage in using multiple indicators?," Research Policy, Elsevier, vol. 32(8), pages 1365-1379, September.
    10. Walsh, John P. & Lee, You-Na & Jung, Taehyun, 2016. "Win, lose or draw? The fate of patented inventions," Research Policy, Elsevier, vol. 45(7), pages 1362-1373.
    11. Lee, Sangwon & Nam, Yoonjae & Lee, Seonmi & Son, Hyunjung, 2016. "Determinants of ICT innovations: A cross-country empirical study," Technological Forecasting and Social Change, Elsevier, vol. 110(C), pages 71-77.
    12. Shancang Li & Li Da Xu & Shanshan Zhao, 2015. "The internet of things: a survey," Information Systems Frontiers, Springer, vol. 17(2), pages 243-259, April.
    13. Aharonson, Barak S. & Schilling, Melissa A., 2016. "Mapping the technological landscape: Measuring technology distance, technological footprints, and technology evolution," Research Policy, Elsevier, vol. 45(1), pages 81-96.
    14. Bruno Van Pottelsberghe & Herman Denis & Dominique Guellec, 2001. "Using patent counts for cross-country comparisons of technology output," ULB Institutional Repository 2013/6227, ULB -- Universite Libre de Bruxelles.
    15. Comanor, William S & Scherer, Frederic M, 1969. "Patent Statistics as a Measure of Technical Change," Journal of Political Economy, University of Chicago Press, vol. 77(3), pages 392-398, May/June.
    16. Can Huang & Ad Notten & Nico Rasters, 2011. "Nanoscience and technology publications and patents: a review of social science studies and search strategies," The Journal of Technology Transfer, Springer, vol. 36(2), pages 145-172, April.
    17. Dietmar Harhoff & Francis Narin & F. M. Scherer & Katrin Vopel, 1999. "Citation Frequency And The Value Of Patented Inventions," The Review of Economics and Statistics, MIT Press, vol. 81(3), pages 511-515, August.
    18. Andrew Whitmore & Anurag Agarwal & Li Xu, 2015. "The Internet of Things—A survey of topics and trends," Information Systems Frontiers, Springer, vol. 17(2), pages 261-274, April.
    19. Stéphane Maraut & Hélène Dernis & Colin Webb & Vincenzo Spiezia & Dominique Guellec, 2008. "The OECD REGPAT Database: A Presentation," OECD Science, Technology and Industry Working Papers 2008/2, OECD Publishing.
    20. Bent Dalum & Keld Laursen & Gert Villumsen, 1998. "Structural Change in OECD Export Specialisation Patterns: de-specialisation and 'stickiness'," International Review of Applied Economics, Taylor & Francis Journals, vol. 12(3), pages 423-443.
    21. D. Thorleuchter & D. Van Den Poel & A. Prinzie & -, 2010. "A compared R&D-based and patent-based cross impact analysis for identifying relationships between technologies," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 10/632, Ghent University, Faculty of Economics and Business Administration.
    22. Corredoira, Rafael A. & Banerjee, Preeta M., 2015. "Measuring patent's influence on technological evolution: A study of knowledge spanning and subsequent inventive activity," Research Policy, Elsevier, vol. 44(2), pages 508-521.
    23. Albino, Vito & Ardito, Lorenzo & Dangelico, Rosa Maria & Messeni Petruzzelli, Antonio, 2014. "Understanding the development trends of low-carbon energy technologies: A patent analysis," Applied Energy, Elsevier, vol. 135(C), pages 836-854.
    24. Hong, Jihoon & Shin, Jungwoo & Lee, Daeho, 2016. "Strategic management of next-generation connected life: Focusing on smart key and car–home connectivity," Technological Forecasting and Social Change, Elsevier, vol. 103(C), pages 11-20.
    25. Hélène Dernis & Mosahid Khan, 2004. "Triadic Patent Families Methodology," OECD Science, Technology and Industry Working Papers 2004/2, OECD Publishing.
    26. Ehrenhard, Michel & Kijl, Bjorn & Nieuwenhuis, Lambert, 2014. "Market adoption barriers of multi-stakeholder technology: Smart homes for the aging population," Technological Forecasting and Social Change, Elsevier, vol. 89(C), pages 306-315.
    27. Chang, Shu-Hao & Fan, Chin-Yuan, 2016. "Identification of the technology life cycle of telematics: A patent-based analytical perspective," Technological Forecasting and Social Change, Elsevier, vol. 105(C), pages 1-10.
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