Innovation capital indicator assessment of Taiwanese Universities: A hybrid fuzzy model application

Intellectual capital today has become an essential concept for assessing firm value. Universities in Taiwan that are emphasizing knowledge more in order to gain a competitive advantage, as is the case with most organizations, are adopting intellectual capital to measure school performance as well. The objective of this study is to analyze the intellectual capital of universities based on indicators of innovation capital. After reviewing related literature and conducting in-depth interviews with experts in the field, the study extracts critical relevant dimensions and indicators of innovation capital that fit the characteristics of universities and then categorizes the main types of universities in Taiwan. The proposed analysis method is in accordance with the Fuzzy Analytic Hierarchy Process (FAHP) and with VlseKriterijumska Optimizacija I Kompromisno Resenje (VIKOR) methods. FAHP is used in determining the weights of the innovation capital indicators by educational experts; then, the rankings of the types of universities are determined by VIKOR, based on the result of the weights of indicators.

[1]  Otto Toivanen,et al.  Innovation and the Market Value of UK Firms, 1989-1995 , 2002 .

[2]  I. Caddy Intellectual capital: recognizing both assets and liabilities , 2000 .

[3]  Gwo-Hshiung Tzeng,et al.  TRANSPORTATION INVESTMENT PROJECT SELECTION WITH FUZZY MULTIOBJECTIVES , 1993 .

[4]  Z. Griliches,et al.  R&D and Productivity: Measurement Issues and Econometric Results , 1987, Science.

[5]  David J. Skyrme,et al.  Intellectual capital: Core assets for the third millenium enterprise: Annie Brooking, Thomson Publishing (1996), 205 pp., £25 (hb) , 1997 .

[6]  R. Petty,et al.  Intellectual capital: Australian annual reporting practices , 2000 .

[7]  Mohan Subramaniam,et al.  The Influence of Intellectual Capital on the Types of Innovative Capabilities , 2005 .

[8]  M. West Innovation and creativity at work , 1997 .

[9]  G. Petrash Dow's journey to a knowledge value management culture , 1996 .

[10]  Jan Mouritsen,et al.  Disclosure of information on intellectual capital in Danish IPO prospectuses , 2005 .

[11]  S. Snell,et al.  Intellectual Capital Profiles: An Examination of Investments and Returns , 2004 .

[12]  Howard Thomas,et al.  Strategy, Structure and Style , 1997 .

[13]  Pascal A J Massawe Perspectives on intellectual capital: multidisciplinary insights into management, measurement, and reporting , 2008 .

[14]  Joel M. Stern,et al.  THE EVA® FINANCIAL MANAGEMENT SYSTEM , 1995 .

[15]  Hai-Ming Chen,et al.  The role of human capital cost in accounting , 2004 .

[16]  N. Bontis,et al.  Intellectual capital and business performance in Malaysian industries , 2000 .

[17]  Thomas H. Davenport,et al.  Book review:Working knowledge: How organizations manage what they know. Thomas H. Davenport and Laurence Prusak. Harvard Business School Press, 1998. $29.95US. ISBN 0‐87584‐655‐6 , 1998 .

[18]  Manfred M. Fischer,et al.  Innovation, knowledge creation and systems of innovation , 2001 .

[19]  Z. Griliches Patent Statistics as Economic Indicators: a Survey , 1990 .

[20]  L. Anselin,et al.  Patents and innovation counts as measures of regional production of new knowledge , 2002 .

[21]  Federica Ricceri,et al.  Italian annual intellectual capital disclosure: An empirical analysis , 2003 .

[22]  M. Gibbons Higher Education Relevance in the 21st Century. , 1998 .

[23]  Hanno Roberts,et al.  MEasuRing Intangibles To Understand and improve innovation Management (MERITUM) , 2001 .

[24]  R. Osborn,et al.  Handbook of Organizational Design. Vol. 1: Adapting Organizations to Their Environments. , 1982 .

[25]  Paula Phillips Carson,et al.  Accounting for Intellectual Capital: The Relationship between Profitability and Disclosure , 2007 .

[26]  B. Lev,et al.  Intangible Assets: Measurement, Drivers, and Usefulness , 2011 .

[27]  Lennart Nørreklit,et al.  Business Performance Measurement , 2007 .

[28]  Wallace E. Carroll,et al.  Determinants of transnational new product development capability: testing the influence of transferring and deploying tacit overseas knowledge , 2001 .

[29]  David A. Nadler,et al.  Organizing for Innovation , 1986 .

[30]  Karl-Erik Sveiby The New Organizational Wealth: Managing and Measuring Knowledge-Based Assets , 1997 .

[31]  Ramón Valle-Cabrera,et al.  The relationship between top management teams and innovative capacity in companies , 2005 .

[32]  Manuel García-Ayuso Covarsí,et al.  Accounting for intangibles: a literature review , 2004 .

[33]  A. Winefield,et al.  Intellectual capital: Mapping employee and work group attributes , 2004 .

[34]  Mary O’Sullivan,et al.  Contests for Corporate Control: Corporate Governance and Economic Performance in the United States and Germany , 2002 .

[35]  Anne Nagel,et al.  The Balanced Scorecard Translating Strategy Into Action , 2002 .

[36]  Artie Ng,et al.  Reporting intellectual capital flow in technology‐based companies: Case studies of Canadian wireless technology companies , 2006 .

[37]  D. Bosworth,et al.  Market Value, R&D and Intellectual Property: An Empirical Analysis of Large Australian Firms , 2001 .

[38]  Patricia Ordóñez de Pablos,et al.  Evidence of intellectual capital measurement from Asia, Europe and the Middle East , 2002 .

[39]  Leandro Cañibano Calvo Measurement, management and reporting on intangibles: state of the art , 2004 .

[40]  Gwo-Hshiung Tzeng,et al.  Compromise solution by MCDM methods: A comparative analysis of VIKOR and TOPSIS , 2004, Eur. J. Oper. Res..

[41]  Yun Ji Moon,et al.  A Model for the Value of Intellectual Capital , 2009 .

[42]  Manuel Trajtenberg,et al.  Market Value and Patent Citations: A First Look , 2000 .

[43]  Timothy Schoenecker,et al.  Indicators of firm technological capability: validity and performance implications , 2002, IEEE Trans. Engineering Management.

[44]  Hongping Tan,et al.  INTELLECTUAL CAPITAL AND FINANCIAL RETURNS OF COMPANIES , 2007 .

[45]  R. Kaplan,et al.  Using the balanced scorecard as a strategic management system , 1996 .

[46]  S. Jackson,et al.  Top management and innovations in banking: Does the composition of the top team make a difference? , 1989 .

[47]  Verna Allee,et al.  The art and practice of being a revolutionary , 1999, J. Knowl. Manag..

[48]  Thomas Diefenbach,et al.  Business Performance Measurement. Theory and Practice , 2004 .

[49]  Jan Mouritsen,et al.  Intellectual capital and the 'capable firm': narrating, visualising and numbering for managing knowledge , 2001 .

[50]  Donna J. Kelley,et al.  Advantage beyond founding: The strategic use of technologies , 2002 .

[51]  Thomas Diefenbach Different meanings of intangible assets and knowledge: and their implications for management and innovation , 2005 .

[52]  G. Kamath The intellectual capital performance of the Indian banking sector , 2007 .

[53]  S. Ghoshal,et al.  Social Capital, Intellectual Capital, and the Organizational Advantage , 1998 .

[54]  Linda A. Hall,et al.  A study of R&D, innovation, and business performance in the Canadian biotechnology industry , 2002 .

[55]  Salvatore Torrisi,et al.  The economic value of knowledge and inter-firm technological linkages: an investigation of science-based firms , 2000 .

[56]  J. Guthrie,et al.  An Empirical Investigation of Annual Reporting Trends of Intellectual Capital in Sri Lanka , 2005 .

[57]  Cristina Chaminade,et al.  Management of intangibles: an attempt to build a theory , 2000 .

[58]  G. Ahuja Collaboration Networks, Structural Holes, and Innovation: A Longitudinal Study , 1998 .

[59]  M. Sánchez,et al.  Intellectual capital in universities , 2006 .

[60]  R. Petty,et al.  INTELLECTUAL CAPITAL LITERATURE REVIEW: MEASUREMENT, REPORTING AND MANAGEMENT , 2000 .

[61]  P. O. Pablos Intellectual capital reporting in Spain: a comparative view , 2003 .

[62]  B. Marr,et al.  Intellectual capital at the crossroads: managing, measuring, and reporting of IC , 2004 .

[63]  James Guthrie,et al.  The management, measurement and the reporting of intellectual capital , 2001 .

[64]  Bronwyn H Hall,et al.  Innovation and Market Value , 1998 .

[65]  Patricia Ordóñez de Pablos,et al.  Measuring and reporting structural capital , 2004 .