Foresight and Roadmapping Methodology: Trends and Outlook
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Keywords

scenarios
foresight
forecasting
futures
methodology
roadmapping

How to Cite

KishitaY. (2021). Foresight and Roadmapping Methodology: Trends and Outlook. Foresight and STI Governance, 15(2), 5-11. https://doi.org/10.17323/2500-2597.2021.2.5.11

Abstract

This guest editorial article introduces contextual and theoretical frameworks of foresight and futures studies’ methodology.  Outstanding questions relating to methodological development are then addressed. This is followed by an introduction to five papers that make important methodological contributions. The article ends by a call for further research on the questions that have been identified, but remain unanswered.

https://doi.org/10.17323/2500-2597.2021.2.5.11
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References

Amer M., Daim T.U., Jetter A. (2013) A review of scenario planning. Futures, 46, 23-49. DOI: https://doi.org/10.1016/j.futures.2012.10.003

Armstrong J.S. (2001) Principles of forecasting: A handbook for researchers and practitioners, Dordrecht Kluwer Academic Publishers.

Bass F.M. (1969) A new product growth model for consumer durables. Management Science, 15(5), 215-227. http://www.jstor.org/stable/2628128.

Bishop P., Hines A., Collins T. (2007) The current state of scenario development: An overview of techniques. Foresight, 9(1), 5-25. DOI: https://doi.org/10.1108/14636680710727516

Borjeson L., Hojer M., Dreborg K.H., Ekvall T., Finnveden G. (2006) Scenario types and techniques: Towards a user's guide. Futures, 38(7), 723-739. DOI: https://doi.org/10.1016/j.futures.2005.12.002

Bradfield R., Wright G., Burt G., Cairns G., van der Heijden K. (2005) The origins and evolution of scenario techniques in long range business planning. Futures, 37(8), 795-812. DOI: https://doi.org/10.1016/j.futures.2005.01.003

Carayannis E., Grebeniuk A., Meissner D. (2016) Smart roadmapping for STI policy. Technological Forecasting and Social Change, 110, 109-116. DOI: https://doi.org/10.1016/j.techfore.2015.11.003

Chen K., Ren Z., Mu S., Sun T.Q., Mu R. (2020) Integrating the Delphi survey into scenario planning for China's renewable energy development strategy towards 2030. Technological Forecasting and Social Change, 158, 120157. DOI: https://doi.org/10.1016/j.techfore.2020.120157

Culot G., Orzes G., Sartor M., Nassimbeni G. (2020) The future of manufacturing: A Delphi-based scenario analysis on Industry 4.0. Technological Forecasting and Social Change, 157, 120092. DOI: https://doi.org/10.1016/j.techfore.2020.120092

Daim T.U., Oliver T. (2008) Implementing technology roadmap process in the energy services sector: A case study of a government agency. Technological Forecasting and Social Change, 75(5), 687-720. DOI: https://doi.org/10.1016/j.techfore.2007.04.006

De Alcantara D.P., Martens M.L. (2019) Technology Roadmapping (TRM): A systematic review of the literature focusing on models. Technological Forecasting and Social Change, 138, 127-138. DOI: https://doi.org/10.1016/j.techfore.2018.08.014

Fan Z.P., Che Y.J., Chen Z.Y. (2017) Product sales forecasting using online reviews and historical sales data: A method combining the Bass model and sentiment analysis. Journal of Business Research, 74, 90-100. DOI: https://doi.org/10.1016/j.jbusres.2017.01.010

Fenwick D., Daim T.U., Gerdsri N. (2009) Value Driven Technology Road Mapping (VTRM) process integrating decision making and marketing tools: Case of Internet security technologies. Technological Forecasting & Social Change, 76, 1055-1077. DOI: https://doi.org/10.1016/j.techfore.2009.04.005

Fergnani A., Chermack T.J. (2021) The resistance to scientific theory in futures and foresight, and what to do about it. Futures and Foresight Science, e61. DOI: https://doi.org/10.1002/ffo2.61

Gattringer R., Wiener M. (2020) Key factors in the start-up phase of collaborative foresight. Technological Forecasting and Social Change, 153, 119931. DOI: https://doi.org/10.1016/j.techfore.2020.119931

Gerstenfeld A. (1971) Technological forecasting. The Journal of Business, 44(1), 10-18. DOI: https://doi.org/10.1086/295328

Geum Y., Lee H., Lee Y., Park Y. (2015) Development of data-driven technology roadmap considering dependency: An ARM-based technology roadmapping. Technological Forecasting and Social Change, 91, 264-279.

Glenn J.C. (2009a) Introduction. In: Futures Research Methodology (CD-ROM version 3.0) (eds. J.C. Glenn, T.J. Gordon), Washington, D.C.: The Millennium Project. http://www.millennium-project.org/publications-2/futures-research-methodology-version-3-0/, accessed 15.06.2020.

Glenn J.C. (2009b) Scenarios. In: Futures Research Methodology (CD-ROM version 3.0) (eds. J.C. Glenn, T.J. Gordon), Washington, D.C.: The Millennium Project. http://www.millennium-project.org/publications-2/futures-research-methodology-version-3-0/, accessed 15.06.2020.

Gordon A.V., Ramic M., Rohrbeck R., Spaniol M.J. (2020) 50 Years of corporate and organizational foresight: Looking back and going forward. Technological Forecasting and Social Change, 154, 119966. DOI: https://doi.org/10.1016/j.techfore.2020.119966

Gordon T.J. (2009) Delphi. In: Futures Research Methodology (CD-ROM version 3.0) (eds. J.C. Glenn, T.J. Gordon), Washington, D.C.: The Millennium Project. http://www.millennium-project.org/publications-2/futures-research-methodology-version-3-0/, accessed 15.06.2020.

Gordon T.J., Glenn J.C. (2009) Environmental scanning. In: Futures Research Methodology (CD-ROM version 3.0) (eds. J.C. Glenn, T.J. Gordon), Washington, D.C.: The Millennium Project. http://www.millennium-project.org/publications-2/futures-research-methodology-version-3-0/, accessed 15.06.2020.

Hancock T., Bezold C. (1994) Possible futures, preferable futures. The Healthcare Forum Journal, 37(2), 23-29. https://pubmed.ncbi.nlm.nih.gov/10132155/, accessed 15.06.2020.

Hussein M., Tapinos E., Knight L. (2017) Scenario-driven roadmapping for technology foresight. Technological Forecasting and Social Change, 124, 160-177. DOI: https://doi.org/10.1016/j.techfore.2017.05.005

Kahn H., Wiener A.J. (1967) The year 2000: A framework for speculation on the next thirty-three years, New York: Macmillan.

Kayser V., Blind K. (2017) Extending the knowledge base of foresight: The contribution of text mining. Technological Forecasting and Social Change, 116, 208-215. DOI: https://doi.org/10.1016/j.techfore.2016.10.017

Kayser V., Shala E. (2020) Scenario development using web mining for outlining technology futures. Technological Forecasting and Social Change, 156, 120086. DOI: https://doi.org/10.1016/j.techfore.2020.120086

Kehl W., Jackson M., Fergnani A. (2020) Natural language processing and futures studies. World Futures Review, 12(2), 181-197. https://doi.org/10.1177%2F1946756719882414.

Kishita Y., Hara K., Uwasu M., Umeda Y. (2016) Research needs and challenges faced in supporting scenario design in sustainability science: A literature review. Sustainability Science, 11(2), 331-347. DOI: https://doi.org/10.1007/s11625-015-0340-6

Kishita Y., Kusaka T., Mizuno Y., Umeda Y. (2021) Toward theory development in futures and foresight by drawing on design theory: A commentary on Fergnani and Chermack 2021. Futures and Foresight Science, e91. DOI: https://doi.org/10.1002/ffo2.91

Kishita Y., Mizuno Y., Fukushige S., Umeda Y. (2020) Scenario structuring methodology for computer-aided scenario design: An application to envisioning sustainable futures. Technological Forecasting and Social Change, 160, 120207. DOI: https://doi.org/10.1016/j.techfore.2020.120207

Kuwahara T. (1999) Technology forecasting activities in Japan. Technological Forecasting and Social Change, 60(1), 5-14. DOI: https://doi.org/10.1016/S0040-1625(98)00048-1

Kuwahara T., Cuhls K., Georghiou L. (2008) Foresight in Japan. 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. 170-183.

Lee H., Geum Y. (2017) Development of the scenario-based technology roadmap considering layer heterogeneity: An approach using CIA and AHP. Technological Forecasting and Social Change, 117, 12-24. DOI: https://doi.org/10.1016/j.techfore.2017.01.016

Lehoux P., Miller F.A., Williams-Jones B. (2020) Anticipatory governance and moral imagination: Methodological insights from a scenario-based public deliberation study. Technological Forecasting and Social Change, 151, 119800. DOI: https://doi.org/10.1016/j.techfore.2019.119800

Linstone H.A., Turoff M. (1975) The Delphi method: Techniques and applications, London: Addison-Wesley.

Maede N., Islam T. (2006) Modelling and forecasting the diffusion of innovation: A 25-year review. International Journal of Forecasting, 22(3), 519-545. DOI: https://doi.org/10.1016/j.ijforecast.2006.01.005

Martelli A. (2001) Scenario building and scenario planning: State of the art and prospects of evolution. Futures Research Quarterly, 17(2), 57-74.

Martino J.P. (1993) Technological forecasting for decision making (3rd ed.), New York: McGraw-Hill.

Miles I. (2010) The development of technology foresight: A review. Technological Forecasting and Social Change, 77(9), 1448-1456. DOI: https://doi.org/10.1016/j.techfore.2010.07.016

Nonaka I. (1990) Management of Knowledge Creation, Tokyo: Nihon Keizai Shinbun-sha.

Ogilvy J., Schwartz P. (1998) Plotting your scenarios. Learning from the future (eds. L. Fahey, R. Randall), Hoboken, NJ: John Wiley, pp. 57-80.

Ozcan S., Homayounfard A., Simms C., Wasim J. (2021) Technology roadmapping using text mining: A foresight study for the retail industry. IEEE Transactions on Engineering Management (early access). DOI: https://doi.org/10.1109/TEM.2021.3068310

Park H., Phaal R., Ho J.Y., O'Sullivan E. (2020) Twenty years of technology and strategic roadmapping research: A school of thought perspective. Technological Forecasting and Social Change, 154, 119965. DOI: https://doi.org/10.1016/j.techfore.2020.119965

Phaal R. Farrukh C.J.P., Probert D.R. (2004) Technology roadmapping: A planning framework for evolution and revolution. Technological Forecasting and Social Change, 71(1-2), 5-26. DOI: https://doi.org/10.1016/S0040-1625(03)00072-6

Phaal R., Farrukh C., Mitchell R., Probert D. (2003) Starting-up roadmapping fast. Research-Technology Management, 42(2), 52-59. DOI: https://doi.org/10.1080/08956308.2003.11671555

Phaal R., Farrukh C.J.P., Probert D.R. (2010) Roadmapping for Strategy and Innovation: Aligning technology and markets in a dynamic world, Cambridge: University of Cambridge.

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. 44-88.

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

Pora U., Gerdsri N., Thawesaengskulthai N., Triukose S. (2020) Data-driven roadmapping (DDRM): Approach and case demonstration. IEEE Transactions on Engineering Management (early access). DOI: https://doi.org/10.1109/TEM.2020.3005341

Quist J., Vergragt P. (2006) Past and future of backcasting: The shift to stakeholder participation and a proposal for a methodological framework. Futures, 38(9), 1027-1045. DOI: https://doi.org/10.1016/j.futures.2006.02.010

Rogers E. (2002) Diffusion of Innovations (5th ed.), New York: Free Press.

Rowe G., Wright G. (2011) The Delphi technique: Past, present, and future prospects (Introduction to the special issue). Technological Forecasting and Social Change, 78(9), 1487-1490. DOI: https://doi.org/10.1016/j.techfore.2011.09.002

Saritas O., Aylen J. (2010) Using scenarios for roadmapping: The case of clean production. Technological Forecasting and Social Change, 77, 1061-1075. DOI: https://doi.org/10.1016/j.techfore.2010.03.003

Schwartz P. (1991) The Art of the Long View: Planning for the Future in an Uncertain World, New York: John Wiley & Sons, Doubleday.

Seol H., Park G., Lee H., Yoon B. (2012) Demand forecasting for new media services with consideration of competitive relationships using the competitive Bass model and the theory of the niche. Technological Forecasting and Social Change, 79(7), 1217-1228. DOI: https://doi.org/10.1016/j.techfore.2012.03.002

Siebelink R., Halman J.I.M., Hofman E. (2016) Scenario-driven roadmapping to cope with uncertainty: Its application in the construction industry. Technological Forecasting and Social Change, 110, 226-238. DOI: https://doi.org/10.1016/j.techfore.2016.01.030

Spaniol M.J., Rowland N.J. (2019) Defining scenario. Futures and Foresight Science, 1(1), e3. DOI: https://doi.org/10.1002/ffo2.3

Urashima K., Yokoo Y., Nagano H. (2012) S&T policy and foresight investigation - Impacts in Japan. Foresight, 14(1), 15-25. DOI: https://doi.org/10.1108/14636681211210332

Van Notten P.W.F., Rotmans J., van Asselt M.B.A., Rothman D.S. (2003) An updated scenario typology. Futures, 35, 423-443. DOI: https://doi.org/10.1016/S0016-3287(02)00090-3

Van der Duin P. (ed.) (2016) Foresight in organizations: Methods and tools, New York: Routledge.

Vatananan R.S., Gerdsri N. (2012) The current state of technology roadmapping (TRM) research and practice. International Journal of Innovation and Technology Management, 9(4), 1250032. DOI: https://doi.org/10.1142/S0219877012500320

Von der Gracht H.A., Darkow I.L. (2010) Scenarios for the logistics services industry: A Delphi-based analysis for 2025. International Journal of Production Economics, 127(1), 46-59. DOI: https://doi.org/10.1016/j.ijpe.2010.04.013

Voros J. (2003) A generic foresight process framework. Foresight, 5(3), 10-21. DOI: https://doi.org/10.1108/14636680310698379

Wack P. (1985) Scenarios: Uncharted waters ahead. Harvard Business Review, 63, 73-89.

Wilkinson A. (2009) Scenarios practices: In search of theory. Journal of Futures Studies, 13, 107-114.

Willyard C.H., McClees C.W. (1987) Motorola's technology roadmap process. Research Management, 30(5), 13-19. DOI: https://doi.org/10.1080/00345334.1987.11757057

Wright G., Cairns G., Bradfield R. (2013) Scenario methodology: New developments in theory and practice (Introduction to the Special Issue). Technological Forecasting and Social Change, 80, 561-565. DOI: https://doi.org/10.1016/j.techfore.2012.11.011

Yasunaga Y., Watanabe M., Korenaga M. (2009) Application of technology roadmaps to governmental innovation policy for promoting technology convergence. Technological Forecasting and Social Change, 76(1), 61-79. DOI: https://doi.org/10.1016/j.techfore.2008.06.004

Zhou Y., Dong F., Liu Y., Li Z., Du J.F., Zhang L. (2020) Forecasting emerging technologies using data augmentation and deep learning. Scientometrics, 123, 1-29. DOI: https://doi.org/10.1007/s11192-020-03351-6

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