A hybrid selection model for emerging technology

Abstract Technology selection, which influences the advantages of an enterprise or a country, is a multi-criteria decision issue that can be improved by integrating different methods. In addition, it is more and more difficult to identify the right technologies because the technologies are increasing in number and complexity. This study proposes a technology selection process integrating fuzzy Delphi method, analytic hierarchy process (AHP), and patent co-citation approach (PCA) for technology selection. The former effectively gathers experts' judgments toward technology selection criteria and conducts the fuzziness existing in their responses. The analytic hierarchy process has the strength of identifying criteria and obtaining their relationship and their weights. The patent co-citation approach identifies the major R&D fields of a specific technology from patent data. Through this proposed process, the key technology fields can be identified in the end. The organic light emitting diode (OLED) technology in Taiwan is used to be an example to illustrate the proposed technology selection process.

[1]  Patrick Ronde,et al.  Delphi analysis of national specificities in selected innovative areas in Germany and France , 2003 .

[2]  Pierre Dussauge,et al.  Strategic Technology Management , 1992 .

[3]  Norman P. Uhl,et al.  Using the delphi technique in institutional planning , 1983 .

[4]  N. Dalkey,et al.  An Experimental Application of the Delphi Method to the Use of Experts , 1963 .

[5]  Tsuen‐Ho Hsu,et al.  Public transport system project evaluation using the analytic hierarchy process: a fuzzy Delphi approach , 1999 .

[6]  James F. Fairbank,et al.  Internalizing external technology: A model of governance mode choice and an empirical assessment , 1999 .

[7]  Ping-Teng Chang,et al.  The fuzzy Delphi method via fuzzy statistics and membership function fitting and an application to the human resources , 2000, Fuzzy Sets Syst..

[8]  James J. Winebrake,et al.  The future of hydrogen fueling systems for transportation: An application of perspective-based scenario analysis using the analytic hierarchy process , 2003 .

[9]  Robert Phaal,et al.  Technology management process assessment: a case study , 2001 .

[10]  He-Yau Kang,et al.  Developing new products with knowledge management methods and process development management in a network , 2008, Comput. Ind..

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

[12]  Chun Hu,et al.  Analytic hierarchy process with fuzzy scoring in evaluating multidisciplinary R&D projects in China , 2005, IEEE Transactions on Engineering Management.

[13]  Kuei-Kuei Lai,et al.  Using the patent co-citation approach to establish a new patent classification system , 2005, Inf. Process. Manag..

[14]  A. V. D. Ven,et al.  Group Techniques for Program Planning , 1975 .

[15]  F. Narin,et al.  WHAT PATENTS TELL YOU ABOUT YOUR COMPETITION , 1993 .

[16]  Henry G. Small,et al.  Co-citation in the scientific literature: A new measure of the relationship between two documents , 1973, J. Am. Soc. Inf. Sci..

[17]  Tugrul U. Daim,et al.  A taxonomic review of methods and tools applied in technology assessment , 2008 .

[18]  Joseph G. Morone,et al.  Strategic Use of Technology , 1989 .

[19]  Soumyo D. Moitra,et al.  Innovation assessment through patent analysis , 2001 .

[20]  Manuel Trajtenberg,et al.  Patents, Citations, and Innovations: A Window on the Knowledge Economy , 2002 .

[21]  Tugrul U. Daim,et al.  Forecasting emerging technologies: Use of bibliometrics and patent analysis , 2006 .

[22]  Thomas L. Saaty,et al.  Technological choice in the less developed countries: An analytic hierarchy approach , 1981 .

[23]  Reza Khorramshahgol,et al.  Delphic hierarchy process (DHP): A methodology for priority setting derived from the Delphi method and analytical hierarchy process , 1988 .

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

[25]  Shinhong Kim,et al.  An integrated approach for interdependent information system project selection , 2001 .

[26]  Anne Louise Dailey,et al.  Delphi: A Catalytic Strategy for Motivating Curriculum Revision by Faculty. , 1990 .

[27]  A. Efstathiades,et al.  Advanced manufacturing technology transfer and implementation in developing countries The case of the Cypriot manufacturing industry , 2000 .

[28]  Frank Alpert,et al.  Patents: A Managerial Perspective , 1994 .

[29]  Ami Arbel,et al.  A decision framework for evaluating vacuum pumping technology , 1986 .

[30]  Mary Ellen Mogee,et al.  Patent co-citation analysis of Eli Lilly & Co. patents , 1999 .

[31]  A. Ishikawa,et al.  The Max-Min Delphi method and fuzzy Delphi method via fuzzy integration , 1993 .

[32]  N I Whitman,et al.  The Delphi technique as an alternative for committee meetings. , 1990, The Journal of nursing education.

[33]  R. Sen,et al.  Using Patent Information in Technology Business Planning—I , 1988 .

[34]  Simone J. van Zolingen,et al.  Selection processes in a Delphi study about key qualifications in Senior Secondary Vocational Education , 2003 .

[35]  Amrik S. Sohal,et al.  Organisational characteristics associated with AMT adoption - towards a contingency framework , 1999 .

[36]  Holger Ernst,et al.  The Use of Patent Data for Technological Forecasting: The Diffusion of CNC-Technology in the Machine Tool Industry , 1997 .

[37]  Yannis Bakos,et al.  The Productivity Payoff of Computers , 1998, Science.

[38]  A. W. Date,et al.  THE INFLUENCE OF DEVELOPMENT PERSPECTIVES ON THE CHOICE OF TECHNOLOGY , 1995 .

[39]  M. Hajeeh,et al.  Application of the analytical hierarchy process in the selection of desalination plants , 2005 .

[40]  Matthew J. Liberatore,et al.  The Practice of Management Science in R&D Project Management : Management Science , 1983 .

[41]  Paul C. Ivey,et al.  An R&D options selection model for investment decisions , 2005 .

[42]  Peter H. Martorella Consensus Building among Social Educators: A Delphi Study , 1991 .

[43]  J. Murry,et al.  Delphi: A Versatile Methodology for Conducting Qualitative Research , 2017 .

[44]  Liang-Chih Huang,et al.  Applying fuzzy analytic hierarchy process in the managerial talent assessment model - an empirical study in Taiwan's semiconductor industry , 2005, Int. J. Technol. Manag..

[45]  Gülçin Büyüközkan,et al.  Multi-criteria decision making for e-marketplace selection , 2004, Internet Res..

[46]  P. Rondé Technological clusters with a knowledge-based principle: evidence from a Delphi investigation in the French case of the life sciences , 2001 .

[47]  Charles Baden-Fuller,et al.  Lessons from the Celltech Case: Balancing Knowledge Exploration and Exploitation in Organizational Renewal , 1999 .

[48]  Murat Bengisu,et al.  Forecasting emerging technologies with the aid of science and technology databases , 2006 .

[49]  A. Jaffe Technological Opportunity and Spillovers of R&D: Evidence from Firms&Apos; Patents, Profits and Market Value , 1986 .

[50]  Jamshid C. Hosseini,et al.  Using the Analytic Hierarchy Process as a Two-phase Integrated Decision Approach for Large Nominal Groups , 1999 .

[51]  George Q. Huang,et al.  Current practices of engineering change management in UK manufacturing industries , 1999 .

[52]  Victor I. Chang,et al.  How Blockchain can impact financial services – The overview, challenges and recommendations from expert interviewees , 2020, Technological Forecasting and Social Change.

[53]  K. Jo Min,et al.  Decision support models for the selection of internet access technologies in rural communities , 2005, Telematics Informatics.

[54]  Mike Gregory,et al.  Technology Management: A Process Approach , 1995 .

[55]  Anthony F. Breitzman,et al.  The many applications of patent analysis , 2002, J. Inf. Sci..

[56]  Anthony F. Breitzman,et al.  Technological Powerhouse or Diluted Competence: Techniques for Assessing Mergers Via Patent Analysis , 2002 .

[57]  Pin-Yu Chu,et al.  A fuzzy AHP application in government-sponsored R&D project selection☆ , 2008 .

[58]  F. Narin,et al.  Patents as indicators of corporate technological strength , 1987 .

[59]  Neil R. Baker,et al.  R&D Project Selection Models: An Assessment , 1974, R&D Management.

[60]  George J. Klir,et al.  Fuzzy sets, uncertainty and information , 1988 .

[61]  D. Archibugi,et al.  Measuring technological change through patents and innovation surveys , 1996 .

[62]  Daniel E. Sichel,et al.  The Computer Revolution: An Economic Perspective , 1997 .

[63]  M. Torkkeli,et al.  The contribution of technology selection to core competencies , 2002 .

[64]  Frederick R. Cyphert,et al.  The Delphi Technique: A Case Study. , 1971 .

[65]  Alan L. Porter,et al.  Technology opportunities analysis , 1995 .

[66]  Yong-Gil Lee,et al.  Selecting the key research areas in nano-technology field using technology cluster analysis: A case study based on National R&D Programs in South Korea , 2007 .

[67]  T. Khalil,et al.  Management of Technology: The Key to Competitiveness and Wealth Creation , 2012 .

[68]  Cengiz Kahraman,et al.  Operating system selection using fuzzy replacement analysis and analytic hierarchy process , 2005 .

[69]  C. Hwang,et al.  Group Decision Making Under Multiple Criteria: Methods and Applications , 1986 .

[70]  Clark Kb,et al.  What strategy can do for technology. The five rules of technology leadership. , 1989 .

[71]  T. Saaty,et al.  The Analytic Hierarchy Process , 1985 .

[72]  Bart Verspagen,et al.  Measuring intersectoral technology spillovers estimates from the European and US patent office databases , 1997 .

[73]  E.B. Sloane,et al.  Using a decision support system tool for healthcare technology assessments , 2004, IEEE Engineering in Medicine and Biology Magazine.

[74]  Katherine W. McCain,et al.  Visualizing a discipline: an author co-citation analysis of information science, 1972–1995 , 1998 .

[75]  M. Berry,et al.  Managing technology and innovation: a review , 1994 .

[76]  David Lei,et al.  Industry evolution and competence development: the imperatives of technological convergence , 2000, Int. J. Technol. Manag..

[77]  Shang Jyh Liu,et al.  Strategic planning for technology development with patent analysis , 1997 .

[78]  Mike Gregory,et al.  Industrial concerns in technology selection , 1997, Innovation in Technology Management. The Key to Global Leadership. PICMET '97.

[79]  Jose L. Salmeron,et al.  A Scenario-Based Assessment Model—SBAM , 2007 .

[80]  Robert Phaal,et al.  From theory to practice: challenges in operationalising a technology selection framework , 2006 .

[81]  Wm. E. Souder,et al.  A filter system for technology evaluation and selection , 1993 .

[82]  Akkineni V. Sivarama Prasad,et al.  The analytic hierarchy process for choice of technologies , 1990 .

[83]  Mary Ratcliffe,et al.  What “ideas‐about‐science” should be taught in school science? A Delphi study of the expert community , 2003 .

[84]  J. T. Sharabchiev Cluster analysis of bibliographic references as a scientometric method , 2005, Scientometrics.

[85]  Donald B. Miller,et al.  Challenges in Leading Professionals , 1988 .

[86]  S. C. Hui,et al.  Mining a Web Citation Database for author co-citation analysis , 2002, Inf. Process. Manag..

[87]  James R. Freeland,et al.  Recent progress in modeling R&D project-selection processes , 1992 .

[88]  B. Lev Intangibles: Management, Measurement, and Reporting , 2001 .