Приоритизация инноваций: подходы и критерии
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Ключевые слова

искусственный интеллект
типы инноваций
большие данные
основные приоритеты
технологичность
причины
интернет вещей

Как цитировать

КимЙ.-С., & КангД. (2022). Приоритизация инноваций: подходы и критерии. Форсайт, 16(3), 6-16. https://doi.org/10.17323/2500-2597.2022.3.6.16

Аннотация

При формировании инновационной политики в области искусственного интеллекта (ИИ), больших данных и интернета вещей (ИВ) немаловажное значение имеют критерии и механизмы отнесения тех или иных технологий к приоритетным. При изучении подходов к такой приоритизации могут применяться две стратегии — приведение структуры и методов исследования в соответствие поставленным вопросам либо «триангуляция» методов анализа, источников данных и подбора экспертов. Исследование предусматривало формирование экспертных панелей, опросы Дельфи и интервью c участием 23 экспертов. Полученные данные были проанализированы с помощью качественных и количественных методов.Наиболее приоритетными для ИИ оказались сервисные инновации, а для ИВ — процессные. Маркетинговые инновации на основе больших данных были определены как наиболее приоритетный тип нетехнологических инноваций. В ходе интервью с 17 экс­­пертами, посвященных обсуждению связки «тип инноваций — технология», респонденты отметили, что все три указанные технологии обладают значительным потенциалом, существенно превосходящим современный уровень. ИИ как «сверхразум» может помочь в создании более индивидуализированных и сложных конвергентных продуктов и нестандартных услуг, в том числе во взаимодействии с клиентами и персоналом компаний. Технологический потенциал больших данных по учету предпочтений заказчиков может помочь в создании маркетинговых инноваций. ИВ позволяет оптимизировать или разрабатывать новые производственные процессы и цепочки поставок, благодаря «гиперподключенности» с точки зрения качества, объема, скорости передачи и охвата информации.

https://doi.org/10.17323/2500-2597.2022.3.6.16
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Литература

Abernathy W.J., Utterback J.M. (1978) Patterns of industrial innovation. Technology Review, 80(7), 40-47.

Afuah A. (2014) Business-model innovation, New York: Routledge.

Andersson P., Mattsson L.-G. (2015) Service innovations enabled by the Internet of Things. IMP Journal, 9(1), 85-106. DOI: https://doi.org/10.1108/IMP-01-2015-0002

Andries P., Debackere K. (2013) Business-model innovation: Propositions on the appropriateness of different learning approaches. Creativity and Innovation Management, 22(4), 337-358. DOI: https://doi.org/10.1111/caim.12033

Battisti G., Stoneman P. (2010) How Innovative are UK Firms? Evidence from the Fourth UK Community Innovation Survey on Synergies between Technological and Organizational Innovations. British Journal of Management, 21(1), 187-206. DOI: https://doi.org/10.1111/j.1467-8551.2009.00629.x

Birkinshaw J., Hamel G., Mol M.J. (2008) Management innovation. Academy of Management Review, 33(4), 825-845. https://psycnet.apa.org/doi/. DOI: https://doi.org/10.2307/20159448

Bughin J., Hazan E., Ramaswamy S., Chui M., Allas T., Dahlström P., Henke N., Trench M. (2017) Artificial Intelligence: The Next Digital Frontier? (McKinsey Global Institute Discussion Papers, June 2017), New York: McKinsey Global Institute.

Christensen C.M. (1992a) Exploring the limits of the technology S-Curve. Part I: Component technologies. Production and Operation Management, 1(4), 334-357. DOI: https://doi.org/10.1111/j.1937-5956.1992.tb00001.x

Christensen C.M. (1992b) Exploring the limits of the technology S-Curve. Part I: Architectural technologies. Production and Operation Management, 1(4), 358-366. DOI: https://doi.org/10.1111/j.1937-5956.1992.tb00002.x

Christensen C.M. (1997) The innovators' dilemma: When new technologies cause great firms to fail, Cambridge, MA: Harvard Business School Press.

Cockburn I.M., Henderson R., Stern S. (2018) The Impact of Artificial Intelligence on Innovation (NBER Working Paper w24449), Cambridge, MA: National Bureau of Economic Research.

Coombs R., Miles I. (2000) Innovation, measurement and services: The new problematique. In: Innovation Systems in the Service Economy. Measurement and Case Study Analysis (eds. J.S. Metcalfe, I. Miles), Heidelberg, Dordrecht, London, New York: Springer, pp. 85-103. DOI: https://doi.org/10.1007/978-1-4615-4425-8

Cox J.W., Hassard J. (2005) Triangulation in Organizational Research: A Re-Presentation. Organization, 12(1), 109-133.

Damanpour F., Szabat K.A., Evan W.M. (1989) The relationship between types of innovation and organizational performance. Journal of Management Studies, 26(6), 587-602. DOI: https://doi.org/10.1111/j.1467-6486.1989.tb00746.x

Davenport T.H. (1993) Process innovation: Reengineering work through information technology, Cambridge, MA: Harvard Business School Press.

Erevelles S., Fukawa N., Swayne L. (2016) Big Data consumer analytics and the transformation of marketing. Journal of Business Research, 69(2), 897-904. DOI: https://doi.org/10.1016/j.jbusres.2015.07.001

Ettlie J.E. (2000) Managing technological innovation, Hoboken, NJ: Wiley.

Ettlie J.E., Reza E.M. (1992) Organizational integration and process innovation. Academy of Management Journal, 35(4), 795-827. DOI: https://doi.org/10.2307/256316

Ettlie J.E., Rosenthal S.R. (2011) Service versus manufacturing innovation. Journal of Product Innovation Management, 28(2), 285-299. DOI: https://doi.org/10.1111/j.1540-5885.2011.00797.x

Eurostat (2014) Community Innovation Survey 2014, Paris: Eurostat. https://ec.europa.eu/eurostat/web/microdata/community-innovation-survey, дата обращения 23.03.2022.

Eurostat (2016) Community Innovation Survey 2016, Paris: Eurostat. https://ec.europa.eu/eurostat/web/microdata/community-innovation-survey, дата обращения 23.03.2022.

Feldman M.P. (2002) The Internet revolution and the geography of innovation. International Social Science Journal, 54(171), 47-56. DOI: https://doi.org/10.1111/1468-2451.00358

Francis D., Bessant J. (2005) Targeting innovation and implications for capability development. Technovation, 25(3), 171-183. DOI: https://doi.org/10.1016/j.technovation.2004.03.004

Freeman C., Louça F. (2001) As time goes by: The information revolution and the industrial revolutions in historical perspective, Oxford: Oxford University Press.

Gatignon H., Tushman M.L., Smith W., Anderson P. (2002) A structural approach to assessing innovation: Construct development of innovation locus, type, and characteristics. Management Science, 48(9), 1103-1122. DOI: https://doi.org/10.1287/mnsc.48.9.1103.174

Gault F. (2018) Defining and measuring innovation in all sectors of the economy. Research Policy, 47(3), 617-622. DOI: https://doi.org/10.1016/j.respol.2018.01.007

Gobble M.M. (2013) Big data: The next big thing in innovation. Research-Technology Management, 56(1), 64-67. DOI: https://doi.org/10.5437/08956308X5601005

Healey J.E. (2002) A Tool for Social Research, Belmont, CA: Wadsworth, Thomson Learning.

Henderson R.M., Clark K.B. (1990) Architectural innovation: The reconfiguration of existing product technologies and the failure of established firms. Administrative Science Quarterly, 35(1), 9-30. DOI: https://doi.org/10.2307/2393549

Hipp C., Grupp H. (2005) Innovation in the service sector: The demand for service specific innovation measurement concepts and typologies. Research Policy, 34(4), 517-535. DOI: https://doi.org/10.1016/j.respol.2005.03.002

Huang M.H., Rust R.T. (2018) Artificial intelligence in service. Journal of Service Research, 21(2), 155-172. https://doi.org/10.1177%2F1094670517752459.

Johnson M.W., Christensen C.M., Kagermann H. (2008) Reinventing your business model. Harvard Business Review, 86(12), 50-59. https://hbr.org/2008/12/reinventing-your-business-model, дата обращения 21.03.2022.

Kang J., Kim J.S., Seol S. (2019) The prioritization of technologies and public R&D roles between the manufacturing and service industries in the Fourth Industrial Revolution. Foresight, 21(6), 680-694. DOI: https://doi.org/10.1108/FS-03-2019-0021

Kim J.-S. (2018) Artificial intelligence, impacts, and strategies (KJS Group Issue Paper 2018-03), Johor (Malaysia): KJS Group.

Kim J.-S., Kang J. (2018) The analysis on technological changes of the 4th Industrial Revolution using the Delphi method. Kangwon National University's Journal of Social Science, 57(1), 205-234. DOI: https://doi.org/10.22418/JSS.2018.6.57.1.205

Kim J.-S., Kang J. (2019) An exploratory study of innovation types and their importance under the 4th Industrial Revolution: Focusing on the analysis of Delphi results. Chungbuk National University's Technology Management, 4(2), 1-26.

Laursen K., Foss N.J. (2003) New human resource management practices, complementarities and the impact on innovation performance. Cambridge Journal of Economics, 27(2), 243-263. DOI: https://doi.org/10.1093/cje/27.2.243

Li L. (2018) China's manufacturing locus in 2025: With a comparison of Made-in-China 2025 and Industry 4.0. Technological Forecasting and Social Change, 135, 66-74. DOI: https://doi.org/10.1016/j.techfore.2017.05.028

Lin L.H., Lu I.Y. (2005) Adoption of virtual organization by Taiwanese electronics firms. Journal of Organizational Change Management, 18(2), 184-200. DOI: https://doi.org/10.1108/09534810510589598

Lovelock C.H. (1984) Developing and implementing new services, In: Developing New Services (eds. W.R. George, C.E. Marchall), Chicago, IL: American Marketing Association, pp. 44-64.

Makridakis S. (2017) The forthcoming Artificial Intelligence (AI) revolution: Its impact on society and firms. Futures, 90, 46-60. DOI: https://doi.org/10.1016/j.futures.2017.03.006

Martinez-Ros E., Labeaga J.M. (2009) Product and process innovation: Persistence and complementarities. European Management Review, 6(1), 64-75. DOI: https://doi.org/10.1057/emr.2009.4

Miles I. (2006) Innovation in Services. In: The Oxford Handbook of Innovation (eds. J. Fagerberg, C.M. David, R.R. Nelson), Oxford: Oxford University Press, pp. 431-458.

Miles I. (2007) Research and development (R&D) beyond manufacturing: The strange case of services R&D. R&D Management, 37(3), 249-268. DOI: https://doi.org/10.1111/j.1467-9310.2007.00473.x

Miles I. (2016) Twenty years of service innovation research. In: Service Innovation. Translational Systems Sciences (ed. M. Toivonen), Heidelberg, Dordrecht, London, New York: Springer, pp. 3-34. DOI: https://doi.org/10.1007/978-4-431-54922-2_1

Miles I., Saritas O., Sokolov A. (2016) Foresight for science, technology and innovation, Heidelberg, Dordrecht, London, New York: Springer.

Moreira J., Silva M.J., Simões J., Sousa G. (2012) Drivers of marketing innovation in Portuguese firms. Amfiteatru Economic Journal, 14(31), 195-206.

Mowery D.C., Bruland K. (2005) Innovation through time. In: The Oxford Handbook of Innovation (eds. J. Fagerberg, C.M. David, R.R. Nelson), Oxford: Oxford University Press.

Munteanu A.I. (2015) Exists a relationship between strategic human resources management, innovation and competitive advantage? Ecoforum Journal, 4(1), 15. http://www.ecoforumjournal.ro/index.php/eco/article/viewFile/117/92#:~:text=By%20presenting%20how%20strategic%20human,innovation%20and%20thus%20to%20obtain, дата обращения 18.02.2022.

Nijssen E.J., Hillebrand B., Vermeulen P.A., Kemp R.G. (2006) Exploring product and service innovation similarities and differences. International Journal of Research in Marketing, 23(3), 241-251. DOI: https://doi.org/10.1016/j.ijresmar.2006.02.001

OECD (2015) Data-driven innovation: Big Data for growth and wellbeing, Paris: OECD.

OECD (2016a) Enabling the next production revolution: The future of manufacturing and services (Interim report for the Meeting of the OECD Council at Ministerial Level), Paris: OECD.

OECD (2016b) OECD science, technology and innovation outlook 2016, Paris: OECD.

OECD (2017) OECD Digital economy outlook 2017, Paris: OECD.

OECD/Eurostat (2018) Oslo manual 2018: Guidelines for collecting, reporting and using data on innovation, Paris: OECD.

Pisano G.P. (1996) The development factory: Unlocking the potential for process innovation, Cambridge, MA: Harvard Business School Press.

Popper R. (2008a) Foresight methodology. In: The Handbook of Technology Foresight: Concepts and Practice (eds. L. Georghiou, J.C. Harper, M. Keenan, I. Miles, R. Popper), Cheltenham: Edward Elgar, pp. 44-91.

Popper R. (2008b) How are foresight methods selected? Foresight, 10(6), 62-89. DOI: https://doi.org/10.1108/14636680810918586

Porter M.E., Heppelmann J.E. (2014) How smart, connected products are transforming competition. Harvard Business Review, 92(11), 64-88. https://hbr.org/2014/11/how-smart-connected-products-are-transforming-competition, дата обращения 14.04.2022.

Ransbotham S., Kiron D., Gerbert P., Reeves M. (2017) Reshaping business with artificial intelligence. Cambridge, MA: MIT Sloan Management Review, Boston Consulting Group.

Rindfleisch A., O'Hern M., Sachdev V. (2017) The digital revolution, 3D printing, and innovation as data. Journal of Product Innovation Management, 34(5), 681-690. DOI: https://doi.org/10.1111/jpim.12402

Santamaría L., Nieto M.J., Miles I. (2012) Service innovation in manufacturing firms: Evidence from Spain. Technovation, 32(2), 144-155. DOI: https://doi.org/10.1016/j.technovation.2011.08.006

Schwab K. (2017) The fourth industrial revolution, Geneva: World Economic Forum.

Sirilli G., Evangelista R. (1998) Technological innovation in services and manufacturing: Results from Italian surveys. Research Policy, 27(9), 881-899. DOI: https://doi.org/10.1016/S0048-7333(98)00084-5

Sjödin D.R., Parida V., Leksell M., Petrovic A. (2018) Smart factory implementation and process innovation. Research-Technology Management, 61(5), 22-31. DOI: https://doi.org/10.1080/08956308.2018.1471277

Spieth P., Schneckenberg D., Ricart J.E. (2014) Business-model innovation: State of art and future challenges for the field. R&D Management, 44(3), 237-247. DOI: https://doi.org/10.1111/radm.12071

Tidd J., Bessant J. (2018) Innovation management challenges: From fads to fundamentals. International Journal of Innovation Management, 22(5), 1840007-1-13. DOI: https://doi.org/10.1142/S1363919618400078

Tushman M.L., Anderson P. (1986) Technological discontinuities and organizational environments. Administrative Science Quarterly, 31(3), 439-465. DOI: https://doi.org/10.2307/2392832

Utterback J.M. (1996) Mastering the dynamics of innovation, Cambridge, MA: Harvard Business School Press.

Yu X., Nguyen B., Chen Y. (2016) Internet of things capability and alliance: Entrepreneurial orientation, market orientation and product and process innovation. Internet Research, 26(2), 402-434. DOI: https://doi.org/10.1108/IntR-10-2014-0265

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