Abstract
Technology roadmapping has become an important foresight tool for science, technology, and innovation (STI) policy and technology strategy development. There are, however, challenges in translating evidence from foresight into the strategies of STI agencies and the planning of research & technology development (RTD) organizations. While the foresight evaluation literature identifies methodological issues related to evidence granularity, scope, and stakeholder confidence, there is limited guidance on how to ensure roadmapping outputs are strategically relevant, appropriately detailed, and credible. This paper highlights the potential of using structured visual roadmapping frameworks to anticipate potential strategic foresight evidence failures and using the adaptive and iterative nature of roadmapping processes to address them. In this paper, we distinguish between: the roadmapping framework ‘canvas’; the foresight evidence captured on the canvas; the process of generating the evidence; and any final strategic plan developed using that evidence (with goals, milestones, actions, etc). We investigate efforts to use the roadmapping canvas as a research tool and diagnostic to explore emerging technology trajectories and innovation ‘pathways’. We demonstrate that key patterns of evidence distribution on the roadmapping canvas have the potential to reveal where further evidence may need to be gathered, or where further triangulation of stakeholder perspectives may be required. We argue that by adaptively addressing these patterns at key stages within the roadmapping process (and appropriately re-scoping, re-prioritizing, and re-focusing foresight effort and resources), the granularity, coverage, and consensus of the roadmapping evidence can be greatly enhanced. We conclude the paper by summarizing a set of novel principles for adaptive agile roadmapping, reflecting on the implications for foresight more generally, and outlining a future research agenda to test and refine this approach to agile foresight.
References
Baldi L. (1996) Industry roadmaps: The challenge of complexity. Microelectronic Engineering, 34(1), 9-26. DOI: https://doi.org/10.1016/S0167-9317(96)00013-5
Barker D., Smith D.J.H. (1995) Technology foresight using roadmaps. Long Range Planning, 28, 21-28. DOI: https://doi.org/10.1016/0024-6301(95)98586-H
Bray O.H., Garcia M.L. (1997) Technology roadmapping: The integration of strategic and technology planning for competitiveness. In: Innovation in Technology Management. The Key to Global Leadership (PICMET'97 Proceedings, Portland, OR, USA, 31-31 July 1997), pp. 25-28. DOI: https://doi.org/10.1109/PICMET.1997.653238
Browning T.R. (2001) Applying the design structure matrix to system decomposition and integration problems: A review and new directions. IEEE Transactions on Engineering Management, 48(3), 292-306. DOI: https://doi.org/10.1109/17.946528
Cho Y., Yoon S.-P., Kim K.-S. (2016) An industrial technology roadmap for supporting public R&D planning. Technological Forecasting and Social Change, 107, 1-12. DOI: https://doi.org/10.1016/j.techfore.2016.03.006
Coates V., Farooque M., Klavans R., Lapid K., Linstone H.A., Pistorius C., Porter A.L. (2001) On the Future of Technological Forecasting. Technological Forecasting and Social Change, 67, 1-17. DOI: https://doi.org/10.1016/S0040-1625(00)00122-0
Day J. (2013) Review of cross-government horizon scanning: A Policy Paper for the UK Government Cabinet Office, London: UK Government.
De Almeida M.F.L., de Moraes C.A.C., de Melo M.A.C. (2015) Technology Foresight on Emerging Technologies: Implications for a National Innovation Initiative in Brazil. Journal of Technology Management & Innovation, 10(2), 183-197. DOI: https://doi.org/10.4067/S0718-27242015000200013
Dosi G. (1982) Technological paradigms and technological trajectories: A suggested interpretation of the determinants and directions of technical change. Research Policy, 11(3), 147-162. DOI: https://doi.org/10.1016/0048-7333(82)90016-6
Featherston C.R., Ho J.-Y., Brevignon-Dodin L., O'Sullivan E. (2016) Mediating and catalysing innovation: A framework for anticipating the standardisation needs of emerging technologies. Technovation, 48-49, 25-40. DOI: https://doi.org/10.1016/j.technovation.2015.11.003
Featherston C.R., O'Sullivan E. (2017) Enabling technologies, lifecycle transitions, and industrial systems in technology foresight: Insights from advanced materials FTA. Technological Forecasting and Social Change, 115, 261-277. DOI: https://doi.org/10.1016/j.techfore.2016.06.025
Geels F. (2002) Technological transitions as evolutionary reconfiguration processes: a multi-level perspective and a case-study. Research Policy, 31(8-9), 1257-1274. DOI: https://doi.org/10.1016/S0048-7333(02)00062-8
Georghiou L., Keenan M. (2006) Evaluation of national foresight activities: Assessing rationale, process and impact. Technological Forecasting and Social Change, 73, 761-777. DOI: https://doi.org/10.1016/j.techfore.2005.08.003
Harrell S., Seidel T., Fay B. (1996) The National Technology Roadmap for Semiconductors and SEMATECH future directions. Microelectronic Engineering, 30(1-4), 11-15. DOI: https://doi.org/10.1016/0167-9317(95)00185-9
Hirose Y., Phaal R., Probert D. (2015) A Conceptual Framework for Exploring the Scalable Integration of Roadmapping and Innovation System Functions for Industrial Emergence. Paper presented at the DRUID Academy Conference, Rebild, Aalborg, Denmark. https://conference.druid.dk/acc_papers/g7in5823lv9xd696hb4csdbqkjge.pdf, accessed 22.04.2021.
Ho J.-Y., O'Sullivan E. (2019) Key Principles for Integrating Multiple Roadmaps for Innovation System Foresight: Case Studies of RTOs with Innovation Missions Beyond Just Technology R D. Paper presented at the 2019 Portland International Conference on Management of Engineering and Technology (PICMET). DOI: https://doi.org/10.23919/PICMET.2019.8893831
Hussain 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
Isenmann R. (2008) Software-Werkzeuge zur Unterstutzung des Technologie-Roadmapping. In: Technologie-Roadmapping: Zukunftsstrategien fur Technologieunternehmen (eds. M.G. Mohrle, R. Isenmann), Berlin, Heidelberg: Springer, pp. 229-267. DOI: https://doi.org/10.1007/978-3-540-74755-0_12
Kanama D., Kondo A., Yokoo Y. (2008) Development of technology foresight: Integration of technology roadmapping and the Delphi method. International Journal of Technology Intelligence and Planning (IJTIP), 4(2), 184-200. DOI: https://doi.org/10.1504/IJTIP.2008.018316
Kappel T.A. (2001) Perspectives on roadmaps: How organizations talk about the future. Journal of Product Innovation Management, 18, 39-50. DOI: https://doi.org/10.1111/1540-5885.1810039
Kerr C., Phaal R. (2020) Technology roadmapping: Industrial roots, forgotten history and unknown origins. Technological Forecasting and Social Change, 155, 119967. DOI: https://doi.org/10.1016/j.techfore.2020.119967
Kostoff R.N., Schaller R.R. (2001) Science and technology roadmaps. IEEE Transactions on Engineering Management, 48, 2, 132-143. DOI: https://doi.org/10.1109/17.922473
Kunseler E.-M., Tuinstra W., Vasileiadou E., Petersen A.C. (2015) The reflective futures practitioner: Balancing salience, credibility and legitimacy in generating foresight knowledge with stakeholders. Futures, 66, 1-12. DOI: https://doi.org/10.1016/j.futures.2014.10.006
Lee J.H., Kim H., Phaal R. (2012) An analysis of factors improving technology roadmap credibility: A communications theory assessment of roadmapping processes. Technological Forecasting and Social Change, 79, 263-280. DOI: https://doi.org/10.1016/j.techfore.2011.05.003
Martin B.R., Irvine J. (1990) Research Foresight: Priority-Setting in Science. Prometheus, 8, 199-202. DOI: https://doi.org/10.1080/08109029008631897
NRC (2012) NASA Space Technology Roadmaps and Priorities: Restoring NASA's Technological Edge and Paving the Way for a New Era in Space, Washington, D.C.: National Research Council. DOI: https://doi.org/10.17226/13354
Nimmo G. (2013) Technology Roadmapping on the Industry Level: Experiences from Canada. In: Technology Roadmapping for Strategy and Innovation (eds. M.G. Moehrle, R. Isenmann, R. Phaal), Berlin, Heidelberg: Springer, pp. 47-65. DOI: https://doi.org/10.1007/978-3-642-33923-3_4
Oliveira M.G., Fleury A.L. (2015) A framework for improving the roadmapping performance. In: Proceedings of the 2015 Portland International Conference on Management of Engineering and Technology (PICMET), 2-6 Aug. 2015, Portland, OR, USA, pp. 2255-2263. DOI: https://doi.org/10.1109/PICMET.2015.7273103
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., Probert D. (2004a) Customizing Roadmapping. Research-Technology Management, 47, 26-37. DOI: https://doi.org/10.1080/08956308.2004.11671616
Phaal R., Farrukh C.J.P., Probert D.R. (2004b) Technology roadmapping - A planning framework for evolution and revolution. Technological Forecasting and Social Change, 71, 5-26. DOI: https://doi.org/10.1016/S0040-1625(03)00072-6
Phaal R., Farrukh C.J.P., Probert D.R. (2007) Strategic Roadmapping: A Workshop-based Approach for Identifying and Exploring Strategic Issues and Opportunities. Engineering Management Journal, 19(1), 3-12. DOI: https://doi.org/10.1080/10429247.2007.11431716
Phaal R., Muller G. (2009) An architectural framework for roadmapping: Towards visual strategy. Technological Forecasting and Social Change, 76, 39-49. DOI: https://doi.org/10.1016/j.techfore.2008.03.018
Popper R. (2008) Foresight Methodology. In: The Handbook of Technology Foresight. Concepts and Practice (PRIME Series on Research and Innovation Policy) (eds. L. Georghiou, J. Cassingena Harper, M. Keenan, I. Miles, R. Popper), Cheltenham: Edward Edgar Publishing Limited, pp. 44-90.
Salmenkaita J.-P., Salo A. (2004) Emergent foresight processes: Industrial activities in wireless communications. Technological Forecasting and Social Change, 71, 897-912. DOI: https://doi.org/10.1016/j.techfore.2003.09.001
Saritas O., Oner M.A. (2004) Systemic analysis of UK foresight results: Joint application of integrated management model and roadmapping. Technological Forecasting and Social Change, 71, 27-65. DOI: https://doi.org/10.1016/S0040-1625(03)00067-2
Schuh G., Wemhoner H., Orilski S. (2013) Technological Overall Concepts for Future-Oriented Roadmapping, In: Technology Roadmapping for Strategy and Innovation (eds. M.G. Moehrle, R. Isenmann, R. Phaal), Berlin, Heidelberg: Springer, pp. 107-121. DOI: https://doi.org/10.1007/978-3-642-33923-3_7
Strauss J.D., Radnor M. (2004) Roadmapping for Dynamic and Uncertain Environments. Research-Technology Management, 47, 51-58. DOI: https://doi.org/10.1080/08956308.2004.11671620
Van De Ven H. (1993) The development of an infrastructure for entrepreneurship. Journal of Business Venturing, vol. 8, (3), 211-230. DOI: https://doi.org/10.1016/0883-9026(93)90028-4
Vishnevskiy K., Karasev O., Meissner D. (2015) Integrated roadmaps and corporate foresight as tools of innovation management: The case of Russian companies. Technological Forecasting and Social Change, 90, 433-443. DOI: https://doi.org/10.1016/j.techfore.2014.04.011
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, 61-79. DOI: https://doi.org/10.1016/j.techfore.2008.06.004

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