Development of the scenario-based technology roadmap considering layer heterogeneity: An approach using CIA and AHP

Scenario-based roadmapping has been considered as an effective means to deal with the dynamics of business environments. However, previous research on the scenario-based roadmap has commonly employed a single methodology to develop technology roadmaps, even if the characteristics of layers in technology roadmaps are different. The market planning deals with ‘external scenarios’ which are uncontrollable, whereas the product and technology planning is associated with ‘internal scenarios’ which are controllable. The former is related to the analysis and evaluation, whereas the latter is associated with strategic decision-making. This leads to the important implication that we have to consider two different perspectives of planning and have to utilize two different methodologies. In response, this paper employs an approach using cross impact analysis (CIA) and the analytical hierarchy process (AHP) as a tool for scenario-based roadmapping. CIA is employed for roadmapping the market layer due to its ability to measure the impact of the external environment, whereas AHP is employed to roadmap the technology and product layers, due to its characteristics of decision-making process. To illustrate the working of proposed approach, a case study was conducted for the u-healthcare services.

[1]  G. Reger,et al.  Linking roadmapping and scenarios as an approach for strategic technology planning , 2004 .

[2]  Sora Lee,et al.  Selection of technology acquisition mode using the analytic network process , 2009, Math. Comput. Model..

[3]  Yulianto Suharto,et al.  Study of multi-scenario based technology roadmapping: Bayesian causal maps approach , 2013, 2013 Proceedings of PICMET '13: Technology Management in the IT-Driven Services (PICMET).

[4]  Hakyeon Lee,et al.  ON THE R&D PRIORITY SETTING IN TECHNOLOGY FORESIGHT: A DEA AND ANP APPROACH , 2008 .

[5]  Byungun Yoon,et al.  Technology-driven roadmaps for identifying new product/market opportunities: Use of text mining and quality function deployment , 2015, Adv. Eng. Informatics.

[6]  Vittorio Chiesa,et al.  R&D Strategy and Organisation:Managing Technical Change in Dynamic Contexts , 2001 .

[7]  W. Huss,et al.  Scenario planning—What style should you use? , 1987 .

[8]  Yongtae Park,et al.  Development of an integrated product‐service roadmap with QFD , 2008 .

[9]  T. Gordon,et al.  Initial experiments with the cross impact matrix method of forecasting , 1968 .

[10]  Theo J.B.M. Postma,et al.  How to improve scenario analysis as a strategic management tool , 2005 .

[11]  Martin Rinne,et al.  Technology roadmaps: Infrastructure for innovation , 2004 .

[12]  Theodore Jay Gordon,et al.  CROSS-IMPACT METHOD , 1994 .

[13]  Dirk Deschoolmeester,et al.  Organizational strategy and resource-allocation for technological turnaround , 1990 .

[14]  Shu-Hsuan Chang,et al.  A hybrid selection model for emerging technology , 2010 .

[15]  Thomas J. Chermack,et al.  Studying scenario planning: Theory, research suggestions, and hypotheses , 2005 .

[16]  Sungjoo Lee,et al.  Customization of technology roadmaps according to roadmapping purposes: Overall process and detailed modules , 2005 .

[17]  R. Coenen,et al.  Research Foresight and the Exploitation of the Science Base , 1993 .

[18]  Amy H. I. Lee,et al.  Analysis of new product mix selection at TFT-LCD technological conglomerate network under uncertainty , 2006 .

[19]  Robert E. Linneman,et al.  The use of scenarios in corporate planning—eight case histories , 1981 .

[20]  D. Probert,et al.  Customizing roadmapping , 2004, IEEE Engineering Management Review.

[21]  Steven P. Schnaars How to develop and use scenarios , 1987 .

[22]  Robert Phaal,et al.  Morphology Analysis for Technology Roadmapping: Application of Text Mining , 2007 .

[23]  P. Llerena,et al.  Inter-firm agreements in telecommunications: elements of an analytical framework , 1994 .

[24]  Bernard Croisier The governance of external research: empirical test of some transaction‐cost related factors , 1998 .

[25]  D. Probert,et al.  Starting-up roadmapping fast , 2003, IEEE Engineering Management Review.

[26]  D. J. Haley,et al.  Science and technology roadmapping to support project planning , 2001, PICMET '01. Portland International Conference on Management of Engineering and Technology. Proceedings Vol.1: Book of Summaries (IEEE Cat. No.01CH37199).

[27]  Peter Schwartz,et al.  The Art of the Long View: Planning for the Future in an Uncertain World , 1996 .

[28]  P. Schoemaker Scenario Planning: A Tool for Strategic Thinking , 1995 .

[29]  Michael Radnor,et al.  Roadmapping for Dynamic and Uncertain Environments , 2004 .

[30]  Robert Phaal,et al.  Towards risk-aware roadmapping: Influencing factors and practical measures , 2014 .

[31]  T. Saaty How to Make a Decision: The Analytic Hierarchy Process , 1990 .

[32]  Stephen M. Millett,et al.  Scenarios for Strategic Business Planning: A Case History for Aerospace and Defense Companies , 1986 .

[33]  Sungjoo Lee,et al.  Technology roadmapping for R&D planning: The case of the Korean parts and materials industry , 2007 .

[34]  Selwyn Enzer Cross-impact techniques in technology assessment , 1972 .

[35]  Robert Phaal,et al.  Technology management tools: concept, development and application , 2006 .

[36]  Ronald N. Kostoff,et al.  Science and technology roadmaps , 2001, IEEE Trans. Engineering Management.

[37]  Paul A. Steenhof,et al.  Scenario development in China's electricity sector , 2007 .

[38]  Jong Wook Kim,et al.  Prioritizing the weights of hydrogen energy technologies in the sector of the hydrogen economy by using a fuzzy AHP approach , 2011 .

[39]  David Ford,et al.  Develop your Technology Strategy , 1988 .

[40]  Dae-Hyun Cho,et al.  Influential factors in the choice of technology acquisition mode: an empirical analysis of small and medium size firms in the Korean telecommunication industry , 2000 .

[41]  Roy C. Amara,et al.  Business Planning for an Uncertain Future: Scenarios and Strategies , 1983 .

[42]  Yongtae Park,et al.  A Bayesian belief network approach to operationalization of multi-scenario technology roadmap , 2010, PICMET 2010 TECHNOLOGY MANAGEMENT FOR GLOBAL ECONOMIC GROWTH.

[43]  Lutz E. Schlange Scenarios: The art of strategic conversation , 1997 .

[44]  Peijun Shi,et al.  Developing land use scenario dynamics model by the integration of system dynamics model and cellular automata model , 2004 .

[45]  Clayton M. Christensen,et al.  Technological Discontinuties, Organizational Capabilities, and Strategic Commitments , 1994, Industrial and Corporate Change.

[46]  Thomas Durand,et al.  Twelve lessons from ‘Key Technologies 2005’: the French technology foresight exercise , 2003 .

[47]  Tugrul U. Daim,et al.  Value Driven Technology Road Mapping (VTRM) process integrating decision making and marketing tools: Case of Internet security technologies , 2009 .

[48]  Hilary Martin,et al.  Technology roadmap development process (TRDP) for the service sector: A conceptual framework , 2012 .

[49]  S. Winter,et al.  An evolutionary theory of economic change , 1983 .

[50]  Kirti Peniwati,et al.  Aggregating individual judgments and priorities with the analytic hierarchy process , 1998, Eur. J. Oper. Res..

[51]  Kevin G. Corley,et al.  On The Performance Of Technology-Sourcing Partnerships: The Interaction Between Partner Interdependence And Technology Attributes , 2000 .

[52]  Robert Phaal,et al.  Technology roadmapping—A planning framework for evolution and revolution , 2004 .

[53]  G. Pisano The R&D Boundaries of the Firm: An Empirical Analysis , 1990 .

[54]  David Weber,et al.  Supplier Competition, Uncertainty and Make or Buy Decisions , 2017 .

[55]  Hakyeon Lee,et al.  An ANP-based technology network for identification of core technologies: A case of telecommunication technologies , 2009, Expert Syst. Appl..

[56]  Dundar F. Kocaoglu,et al.  Applying the Analytic Hierarchy Process (AHP) to build a strategic framework for technology roadmapping , 2007, Math. Comput. Model..

[57]  R. Ramanathan,et al.  Group preference aggregation methods employed in AHP: An evaluation and an intrinsic process for deriving members' weightages , 1994 .

[58]  Alexander Fink,et al.  Scenario Management: An Approach to Develop Future Potentials , 1998 .

[59]  Ronnie D. Caytiles,et al.  u-Healthcare: The Next Healthcare Service Paradigm , 2012 .

[60]  Beverly B. Tyler,et al.  Evaluating technological collaborative opportunities: A cognitive modeling perspective , 1995 .

[61]  Mark Dodgson,et al.  The strategic management of R&D collaboration , 1992 .

[62]  M. Godet Scenarios and strategic management , 1987 .

[63]  J. L. Salmeron,et al.  Foresighting key areas in the Information Technology industry , 2008 .

[64]  Sushil Kumar,et al.  Analytic hierarchy process: An overview of applications , 2006, Eur. J. Oper. Res..

[65]  Yongtae Park,et al.  A patent-based cross impact analysis for quantitative estimation of technological impact: The case of information and communication technology , 2007 .

[66]  Armando Albertazzi,et al.  Application of technology roadmapping to the planning of new measurement systems , 2014, 2014 International Conference on Engineering, Technology and Innovation (ICE).

[67]  R. Veugelers Internal R & D expenditures and external technology sourcing , 1997 .

[68]  Peom Park,et al.  U-healthcare Aide System for Ubiquitous Wellbeing Lifecare Smart Space , 2009, 2009 International Conference on New Trends in Information and Service Science.

[69]  Mauro Caetano,et al.  Roadmapping for technology push and partnership: A contribution for open innovation environments , 2011 .

[70]  Wolfgang Weimer-Jehle,et al.  Cross-impact balances: A system-theoretical approach to cross-impact analysis , 2006 .

[71]  Rakesh K. Sarin A sequential approach to cross-impact analysis , 1978 .

[72]  H. Kahn,et al.  The Year 2000: A Framework for Speculation on the Next Thirty-Three Years, , 1967 .

[73]  Gerrit Muller,et al.  An architectural framework for roadmapping: Towards visual strategy , 2009 .

[74]  Moon Kyum Kim,et al.  Developing a technology roadmap for construction R&D through interdisciplinary research efforts , 2009 .

[75]  Joseph T. Mahoney,et al.  The choice of organizational form: Vertical financial ownership versus other methods of vertical integration , 1992 .

[76]  Douglas K. R. Robinson,et al.  Multi-path mapping for alignment strategies in emerging science and technologies , 2008 .

[77]  David Probert,et al.  Customizing the technology roadmapping approach , 2003, PICMET '03: Portland International Conference on Management of Engineering and Technology Technology Management for Reshaping the World, 2003..

[78]  Richard N. Osborn,et al.  The role of technology in the formation and form of multinational cooperative arrangements , 1990 .

[79]  N. Gerdsri An analytical approach to building a technology development envelope (TDE) for roadmapping of emerging technologies , 2005, A Unifying Discipline for Melting the Boundaries Technology Management:.

[80]  Sungjoo Lee,et al.  Technology roadmapping for technology-based product-service integration: A case study , 2011 .

[81]  Thomas J. Chermack,et al.  Improving decision-making with scenario planning , 2004 .

[82]  Mason Tenaglia,et al.  Scenario‐based strategic planning: A process for building top management consensus , 1992 .

[83]  Yu Bo,et al.  Research on application of technology roadmap in technology selection decision , 2008, 2008 Chinese Control and Decision Conference.

[84]  Margherita Pagani,et al.  Roadmapping 3G mobile TV: Strategic thinking and scenario planning through repeated cross-impact handling , 2009 .