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Study on the Identification of Disruptive Technology, Evidence from Nano Science

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Distributed, Ambient and Pervasive Interactions (HCII 2023)

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Abstract

Disruptive technology is an innovation that initially performs poorly in mainstream markets, but eventually disrupts and replaces existing product. The concept of disruptive technology has been studied at both micro and macro levels. The identification of disruptive technology includes the approaches based on subjective data and objective data. Understanding the nature and dynamics of disruptive technology is important for businesses and policymakers as it can have significant impacts on industries and society as a whole. In this paper, 259,706 nanotechnology papers from 1999 to 2015, are collected to identify disruptive technology in nano field. 53 highly cited paper with more than 1000 citations are analysed, using Disruption index. Study results show that Phosphorene and Polymer solar cells are the top high disruptive technology. In terms of team sizes, disruptive technology in highly cited papers are small teams.

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References

  • Abernathy, W.J., Clark, K.B.: Innovation: mapping the winds of creative destruction. Res. Policy 14, 3–22 (1985)

    Article  Google Scholar 

  • Adams, F.P., Bromley, B.P., Moore, M.: Assessment of disruptive innovation in emerging energy technologies. In: IEEE Electrical Power and Energy Conference, pp. 110–115. IEEE Computer Society, London (2014)

    Google Scholar 

  • Adner, R.: The Wide Lens: A New Strategy for Innovation. Penguin, London (2012)

    Google Scholar 

  • Anderson, P., Tushman, M.L.: Technological discontinuities and dominant designs: a cyclical model of technological change. Adm. Sci. Q. 35, 604–633 (1990)

    Article  Google Scholar 

  • Arianfars, S., Kallenbach, J., Mitts, H., et al.: Back to the future-prediction of incremental and disruptive innovations. In: Finland: Aalto University Multidisciplinary Institute of Digitalisation and Energy (MIDE), pp. 11–16 (2012)

    Google Scholar 

  • Bai, G.Z., Zheng, Y.R., Wu, X.N., et al.: Research and demonstration on forecasting method of disruptive technology based on literature knowledge correlation. J. Intell. 36(9), 38–44 (2017)

    Google Scholar 

  • Bloodworth, I.: A search for discriminative linguistic makers in ICT practitioner discourse, for the ex-ante identification of disruptive innovation. Victoria University of Wellington, New Zealand (2012)

    Google Scholar 

  • Bornmann, L., Devarakonda, S., Tekles, A., Chacko, G.: Disruptive papers published in Scientometrics: meaningful results by using an improved variant of the disruption index originally proposed by Wu, Wang, and Evans (2019). Scientometrics 123, 1149–1155 (2020)

    Article  Google Scholar 

  • Bower, J.L., Christensen, C.M.: Disruptive technologies: catching the wave. Harvard Bus. Rev. 73(1), 43–53 (1995)

    Google Scholar 

  • Buchanan, B., Corken, R.: A toolkit for the systematic analysis of patent data to assess a potentially disruptive technology, pp. 1–16. Intellectual Property Office, United Kingdom (2010)

    Google Scholar 

  • Carayannopoulos, S.: How technology-based new firms leverage newness and smallness to commercialize disruptive technologies. Entrepreneurship Theory Pract. 33(2), 419–438 (2009)

    Article  Google Scholar 

  • Cheng, Y., Huang, L.C., Ramlogan, R., Li, X.: Forecasting of potential impacts of disruptive technology in promising technological areas: elaborating the SIRS epidemic model in RFID technology. Technol. Forecast. Soc. Change 117, 170–183 (2016)

    Article  Google Scholar 

  • Christensen, C.M., Bower, J.L.: Customer power, strategic investment, and the failure of leading firms. Strateg. Manag. J. 17(3), 197–218 (1996)

    Article  Google Scholar 

  • Christensen, C.M., Raynor, M.E.: The innovator’s solution: creating and sustaining successful growth. Res.-Technol. Manag. 46(5), 61 (2003)

    Google Scholar 

  • Christensen, C.M.: The Innovator’s Dilemma: The Revolutionary Book that Will Change the Way You Do Business. Harvard Business School Press, Boston, MA (1997)

    Google Scholar 

  • Collins, R., Hevne, R.A., Linge, R.R.: Evaluating a disruptive innovation: function extraction technology in software development. In: Proceedings of the 2011 44th Hawaii International Conference on System Sciences, pp. 1–8. IEEE Computer Society, Hawaii (2011)

    Google Scholar 

  • Danneels, E.: Disruptive technology reconsidered: a critique and research agenda. J. Prod. Innov. Manag. 21(4), 246–259 (2004)

    Article  Google Scholar 

  • Diab, S., Kanyaru, J., Zantout, H.: Disruptive innovation: a dedicated forecasting framework. In: Jezic, G., Howlett, R.J., Jain, L.C. (eds.) Agent and Multi-Agent Systems: Technologies and Applications. SIST, vol. 38, pp. 227–237. Springer, Cham (2015). https://doi.org/10.1007/978-3-319-19728-9_19

    Chapter  Google Scholar 

  • Dombrowski, P., Gholz, E.: Identifying disruptive innovation: innovation theory and the defense industry. Innovations 4(2), 101–117 (2009)

    Article  Google Scholar 

  • Dotsika, F., Watkins, A.: Identifying potentially disruptive trends by means of keyword network analysis. Technol. Forecast. Soc. Change 119, 114–127 (2017)

    Article  Google Scholar 

  • Govindarajan, V., Kopalle, P.K.: Disruptiveness of Innovations: measurement and an assessment of reliability and validity. Strat. Manag. J. 27(2), 189–199 (2006)

    Article  Google Scholar 

  • Grosse, R.: Emerging Markets: Strategies for Competing in the Global Value Chain. Kogan Page Publishers, London, Philadelphia and New Delhi (2015)

    Google Scholar 

  • Guo, J.F., Pan, J.F., Guo, J.X., et al.: Measurement framework for assessing disruptive innovations. Technol. Forecast. Soc. Change 139, 250–265 (2019)

    Article  Google Scholar 

  • Henderson, R.: The innovator’s dilemma as a problem of organizational competence. J. Prod. Innov. Manag. 23, 5–11 (2006)

    Article  Google Scholar 

  • Huang, L.C., Cheng, Y., Wu, F.F.: Study on identification framework of disruptive technology. Stud. Sci. Sci. 33(5), 654–664 (2015)

    Google Scholar 

  • Janke, A.: Identifying the disruptive potential of the sustainable innovation in the case of e-mobility. In: World Congress on Sustainable Technologies (WCST), pp. 63–64. IEEE, London (2015)

    Google Scholar 

  • Jia, W.F., Xie, Y.P., Zhao, Y.N., et al.: Research on disruptive technology recognition of China’s electronic information and communication industry based on patent influence. J. Glob. Inf. Manag. 29(2), 148–165 (2021)

    Article  Google Scholar 

  • Kassicieh, S., Rahal, N.: A model for disruptive technology forecasting in strategic regional economic development. Technol. Forecast. Soc. Change 74(9), 1718–1732 (2007)

    Article  Google Scholar 

  • Kassicieh, S., Walsh, S., Cummings, S., McWhorter, J., Romig, P., Williams, D.: Commercialization of disruptive technologies: moving discontinuous innovations into products. IEEE Trans. Eng. Manag. 49(4), 375–387 (2002)

    Article  Google Scholar 

  • Kim, J., Park, Y., Lee, Y.: A visual scanning of potential disruptive signals for technology road mapping: investigating keyword cluster, intensity, and relationship in futuristic data. Technol. Anal. Strat. Manag. 28(10), 1–22 (2016)

    Article  Google Scholar 

  • Kostoff, R.N., Boylan, R., Simons, G.R.: Science and technology test mining: disruptive technology roadmaps. Technol. Forecast. Soc. Change 71(1), 141–159 (2004)

    Article  Google Scholar 

  • Lee, C.-Y., Lee, J.-H., Gaur, A.S.: Are large business groups conducive to industry innovation? The moderating role of technological appropriability. Asia Pac. J. Manag. 34(2), 313–337 (2017)

    Article  Google Scholar 

  • Liu, H., et al.: Phosphorene: an unexplored 2D semiconductor with a high hole mobility. ACS Nano 8(4), 4033–4041 (2014)

    Article  Google Scholar 

  • Luan, C.J., Cheng, F.: Measuring and forecasting technology market potential based on aggregative indicators of disruptive potential & technology maturity. Stud. Sci. Sci. 34(12), 1761–1768, 1816 (2016)

    Google Scholar 

  • Luo, S.P., Kou, C.C., Jin, J., et al.: Disruptive technology prediction based on outlier patents: traditional Chinese medicine patents as an example. Inf. Stud.: Theory Appl. 42(7), 165–170 (2019)

    Google Scholar 

  • Lynn, G., Morone, J., Paulson, A.: Marketing and discontinuous innovation: the probe and learn process. Calif. Manag. Rev. 38(3), 8–37 (1996)

    Article  Google Scholar 

  • Ma, W., Yang, C., Gong, X., Lee, K., Heeger, A.J.: Thermally stable, efficient polymer solar cells with nanoscale control of the interpenetrating network morphology. Adv. Funct. Mater. 15(10), 1617–1622 (2005)

    Article  Google Scholar 

  • Momeni, A., Rost, K.: Identification and monitoring of possible disruptive technologies by patent-development paths and topic modeling. Technol. Forecast. Soc. Change 104, 16–29 (2016)

    Article  Google Scholar 

  • Naumov, S.A.: Case study of the competitive behavior of companies in response to disruptive technologies in the dynamic environment of changing user needs. Doctoral dissertation, Massachusetts Institute of Technology (2013)

    Google Scholar 

  • Paap, J., Katz, R.: Anticipating disruptive innovation. Res.-Technol. Manag. 47(5), 13–22 (2004)

    Google Scholar 

  • Ruan, Y., Hang, C.C., Wang, Y.M.: Government’s role in disruptive innovation and industry emergence: the case of the electric bike in China. Technovation 34(12), 785–796 (2014)

    Article  Google Scholar 

  • Sainio, L.M., Puumalainen, K.: Evaluating technology disruptiveness in a strategic corporate context: a case study. Technol. Forecast. Soc. Change 74(8), 1315–1333 (2007)

    Article  Google Scholar 

  • Schmidt, G.M., Druehl, C.T.: When is a disruptive innovation disruptive? J. Prod. Innov. Manag. 25, 347–369 (2008)

    Article  Google Scholar 

  • Schuelke-Leech, B.A.: A model for understanding the orders of magnitude of disruptive technologies. Technol. Forecast. Soc. Change 129, 261–274 (2018)

    Article  Google Scholar 

  • Schumpeter, J.A.: Business Cycles: A Theoretical, Historical, and Statistical Analysis of the Capitalist Process, vol. 1. McGraw-Hill Book Company Inc, New York, NY (1939)

    Google Scholar 

  • Schumpeter, J.A.: Business Cycles: A Theoretical, Historical, and Statistical Analysis of the Capitalist Process, vol. 2. McGraw-Hill Book Company Inc, New York, NY (1939)

    Google Scholar 

  • Sherif, M.H., Seo, D.B.: Government role in information and communications technology innovations. In: Innovations for Digital Inclusions, K-IDI ITU-T Kaleidoscope. IEEE (2009)

    Google Scholar 

  • Shvidanenko, G., Shvidanenko, O., Sica, E., Busarieva, T.: The role of disruptive technologies in the formation of the world competitive leaders. Manag. Theory Stud. Rural Bus. Infrastruct. Dev. 42(2), 128–132 (2020)

    Google Scholar 

  • Sood, A., Tellis, G.J.: Demystifying disruption: a new model for understanding and predicting disruptive technologies. Mark. Sci. 30, 339–354 (2011)

    Article  Google Scholar 

  • Thomond, P., Lettice, F.: Disruptive innovation explored. In: 9th IPSE International Conference on Concurrent Engineering. Research and Applications (2002)

    Google Scholar 

  • Tushman, M.L., Rosenkopf, L.: Organizational determinants of technological change: toward a sociology of technological evolution. Res. Organ. Behav. 14, 311–347 (1992)

    Google Scholar 

  • Veryzer, R.: Discontinuous innovation and the new product development process. J. Prod. Innov. Manag. 15(4), 304–321 (1998)

    Article  Google Scholar 

  • Walsh, S.: Commercialization of MicroSystems—Too fast or too slow. In: SPIE, International Society for Optical Engineering, pp. 12–26 (1996)

    Google Scholar 

  • Wu, L., Wang, D., Evans, J.A.: Large teams develop and small teams disrupt science and technology. Nature 566(7744), 378–382 (2019)

    Article  Google Scholar 

  • Wu, X., Ma, R., Shi, Y.: How do latecomer firms capture value from disruptive technologies? A secondary business-model innovation perspective. IEEE Trans. Eng. Manag. 57(1), 51–62 (2010)

    Article  Google Scholar 

  • Yu, D., Hang, C.C.: A reflective review of disruptive innovation theory. Int. J. Manag. Rev. 12(4), 435–452 (2010)

    Article  Google Scholar 

  • Zhang, J.Z., Zhang, X.L.: Overview of radical innovation identification based on scientific references in patents. J. China Soc. Sci. Tech. Inf. 35(9), 955–962 (2016)

    Google Scholar 

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Acknowledgement

We acknowledge the financial support from the National Natural Science Foundation of China Grants No. 71974215.

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Correspondence to Guochao Peng .

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Kong, Y., Huang, B., Wang, Y., Peng, G. (2023). Study on the Identification of Disruptive Technology, Evidence from Nano Science. In: Streitz, N.A., Konomi, S. (eds) Distributed, Ambient and Pervasive Interactions. HCII 2023. Lecture Notes in Computer Science, vol 14036. Springer, Cham. https://doi.org/10.1007/978-3-031-34668-2_6

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  • DOI: https://doi.org/10.1007/978-3-031-34668-2_6

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