Options analysis and knowledge management: Implications for theory and practice

Abstract Real options can be a powerful tool for quantifying the value of strategic and operational flexibility associated with uncertain IT investments. They also constitute a new way of thinking as to how knowledge management (KM) can be implemented and managed to maximize the upside potential while minimizing any downside risk. This paper explored how practitioners can incorporate options analysis into contemporary knowledge management. Options analysis is recognizing real options and then determines how they add value. The main issue here is to manage knowledge so that the theoretical option value is realized in practice. This paper developed a new metric, knowledge management performance index (KMPI), for evaluating the performance of a firm in its KM at any given point in time as follows: knowledge creation, knowledge conversion, knowledge circulation and knowledge completion. The higher the efficiency of the KM process, the higher the KMPI, thereby is enabling firms to become increasingly knowledgeable. To prove the contribution of the KMPI, a questionnaire survey was conducted among 121 firms listed on the Taiwan Stock Exchange Corporation (TSEC). This paper makes five important contributions: (1) it shows that if the KM process improves, the KMPI is enhanced. This finding is based on a survey of the questionnaires. As a result, the KMPI can effectively and efficiently represent the KM process; (2) it shows that when the KMPI increases, a company’s performance will be enhanced in five different areas This indicates a significant relationship between the KMPI and the company’s performance; (3) it also shows that the higher the KMPI, the higher the performance of the organization. This is especially valuable to any organization where knowledge is not being used optimally; (4) it provides an option analysis that may be helpful to managers for making the right decision in an uncertain environment; and (5) it presents the first application of the Black–Scholes model to use an actual business situation involving KM as its test bed. The results proved that the option pricing model can act as a measurement guideline for the entire knowledge of the whole company.

[1]  I. Nonaka,et al.  The Knowledge Creating Company , 2008 .

[2]  Dorothy E. Leidner,et al.  Studying Knowledge Management in Information Systems Resarch: Discourses and Theoretical Assumptions , 2002, MIS Q..

[3]  Ruey-Shun Chen,et al.  A study on the critical success factors for corporations embarking on knowledge community-based e-learning , 2007, Inf. Sci..

[4]  K. Wiig.  Knowledge management: Where did it come from and where will it go? , 1997 .

[5]  Alfred Taudes,et al.  Options Analysis of Software Platform Decisions: A Case Study , 2000, MIS Q..

[6]  Lorne Olfman,et al.  Organizational Memory , 1998, Proceedings of the Thirty-First Hawaii International Conference on System Sciences.

[7]  Bart De Moor,et al.  Multiple-vector user profiles in support of knowledge sharing , 2008, Inf. Sci..

[8]  Clyde W. Holsapple,et al.  The knowledge chain model: activities for competitiveness , 2001, Expert Syst. Appl..

[9]  Jano Moreira de Souza,et al.  MEK: Using spatial-temporal information to improve social networks and knowledge dissemination , 2009, Inf. Sci..

[10]  Nigel Shadbolt,et al.  Towards a knowledge technology for knowledge management , 1999, Int. J. Hum. Comput. Stud..

[11]  Robert J. Kauffman,et al.  Justifying Electronic Banking Network Expansion Using Real Options Analysis , 2000, MIS Q..

[12]  Tony Holden,et al.  From knowledge theory to management practice: towards an integrated approach , 2001, Inf. Process. Manag..

[13]  Robert J. Kauffman,et al.  A Case for Using Real Options Pricing Analysis to Evaluate Information Technology Project Investments , 1999, Inf. Syst. Res..

[14]  R. Grant.  Toward a Knowledge-Based Theory of the Firm,” Strategic Management Journal (17), pp. , 1996 .

[15]  Kun Chang Lee,et al.  KMPI: measuring knowledge management performance , 2005, Inf. Manag..

[16]  J. Liebowitz,et al.  Does measuring knowledge make “cents”? , 1999 .

[17]  Alfred Taudes,et al.  Software Growth Options , 1998, J. Manag. Inf. Syst..

[18]  Rainer P. Born.  Knowledge integration: its relation to organisational learning, to knowledge management (KM) methods (e.g. BSC) and to measuring the benefits of KM , 2002, Proceedings. 13th International Workshop on Database and Expert Systems Applications.

[19]  S. Ross,et al.  Option pricing: A simplified approach☆ , 1979 .

[20]  L. Trigeorgis.  Real options and interactions with financial flexibility , 1993 .

[21]  William Margrabe.  The Value of an Option to Exchange One Asset for Another , 1978 .

[22]  Erik Brynjolfsson,et al.  The Matrix of Change , 1997 .

[23]  P. Senge.  The fifth discipline : the art and practice of the learning organization/ Peter M. Senge , 1991 .

[24]  B. Santos.  Justifying investments in new information technologies , 1991 .

[25]  F. Black,et al.  The Pricing of Options and Corporate Liabilities , 1973, Journal of Political Economy.

[26]  Flávia Maria Santoro,et al.  A context-based model for Knowledge Management embodied in work processes , 2009, Inf. Sci..

[27]  A. Tiwana,et al.  Beyond Valuation: “Options Thinking” in IT Project Management , 2005 .

[28]  R. Grant,et al.  Environments: Organizational Capability as Knowledge Integration , 2022 .

[29]  Xiaoyong Du,et al.  Graph-based query rewriting for knowledge sharing between peer ontologies , 2008, Inf. Sci..

[30]  Robert G. Fichman,et al.  Real Options and IT Platform Adoption: Implications for Theory and Practice , 2004, Inf. Syst. Res..

[31]  H. D. Thomas,et al.  SUCCESSFUL KNOWLEDGE MANAGEMENT PROJECTS , 1998 .

[32]  Tien-Chin Wang,et al.  Using the fuzzy multi-criteria decision making approach for measuring the possibility of successful knowledge management , 2009, Inf. Sci..

[33]  Ramessh Kumar,et al.  Understanding DSS value: an options perspective , 1999 .

[34]  Rita Gunther McGrath.  A Real Options Logic for Initiating Technology Positioning Investments , 1997 .

[35]  Lenos Trigeorgis,et al.  Multi-stage real options: The cases of information technology infrastructure and international bank expansion , 1998 .

[36]  Dorothy E. Leidner,et al.  Review: Knowledge Management and Knowledge Management Systems: Conceptual Foundations and Research Issues , 2001, MIS Q..

[37]  Amit Das,et al.  Knowledge and Productivity in Technical Support Work , 2003, Manag. Sci..

[38]  J. Hull.  Options, futures, and other derivative securities , 1989 .

[39]  Mu-Yen Chen,et al.  Knowledge management performance evaluation: a decade review from 1995 to 2004 , 2006, J. Inf. Sci..

[40]  P. Senge.  The Fifth Discipline Fieldbook: Strategies and Tools for Building a Learning Organization , 2014 .

[41]  Kun Chang Lee,et al.  Erratum to "KMPI: Measuring knowledge management performance" [Information & Management 42 (2005) 469-482] , 2005, Inf. Manag..

[42]  Jae-Hyeon Ahn,et al.  Assessing the contribution of knowledge to business performance: the KP3 methodology , 2004, Decis. Support Syst..

[43]  Chester S. Spell,et al.  Factors for New Franchise Success , 1998 .

[44]  M. Gordon,et al.  PUBLICATION RECORDS AND TENURE DECISIONS IN THE FIELD OF STRATEGIC MANAGEMENT , 1996 .

[45]  J. Liebowitz.  Key ingredients to the success of an organization's knowledge management strategy , 1999 .

[46]  Mu-Yen Chen,et al.  Integrating option model and knowledge management performance measures: an empirical study , 2005, J. Inf. Sci..