A study of knowledge management strategies as enabled by the support of asynchronous groupware systems

Knowledge Management (KM) and Business Intelligence (BI) are topics, which are receiving much currency in the literature of academia and the general media over the past several years. This thesis explores KM from the perspective of the acquisition of business intelligence inside and outside the organisation. We do this by undertaking an extensive survey of the literature in the field. This thesis provides an overview of the major concepts, approaches, and issues as well as some experiences and trends of KM, covering both organisational and technological aspects. Firstly, chapter 2 discusses various definitions of knowledge and KM as well as related terms like tacit knowledge and intellectual capital, from a philosophical, a technological and a business point of view. Secondly, chapter 3, describes the major components of KM, from a process perspective, a functional perspective and a technological perspective. Important processes include the setting of appropriate goals; the creation, discovery, acquisition and capture of knowledge. The chapter also describes the storage of that knowledge in knowledge repositories, the classification, retrieval, filtering and refinement of knowledge; the transfer and use of that knowledge. Finally, the chapter ends with how organisations may undertake the assessment, conservation and maintenance of knowledge, and states that groupware, document management systems, intelligent agents, knowledge maps and expertise profiling are examples of technologies used in KM. The thesis then looks at the role of asynchronous groupware in enabling and harnessing the benefits of KM. Here, the research discusses how Information Technology (IT), and specifically, synchronous and asynchronous groupware, may be integrated with KM in a drive towards creating BI. Chapter 4 also studies the term 'business intelligence', with specific relevance to the identification of business opportunities, and the application of the concepts of intellectual capital (IC). Chapter 5 outlines the research methodology, which includes two surveys on KM awareness and KM practices in order to gauge the level of implementation and application of KM for adding value to organisations. The research methodology also employs a case study to validate the implementation of an aspect of KM collaboration and knowledge sharing. The findings from the surveys give testament to the level of awareness and implementation of KM in best practice organisations. Chapter 7 then presents the approaches to measuring IC, and BI used by firms employing knowledge management practices to maintain their competitive advantage. In chapter 8, the researcher analyses how KM presentations and implementation in organisations may be operationalised. In chapter 9, the research presents the research model, the KM-BI model, which is the seminal objective of this thesis. The KM-BI model uses the confirmatory factor analysis procedure, Proc Calis of SAS Institute, to present a measurement model. In seeking to clarify the argument being made, a model is confirmed and discussed in terms of the transformation process from KM to BI and the subsequent competitive advantage.

[1]  A. Georges L. Romme,et al.  A note on the hierarchy-team debate , 1996 .

[2]  Ronald M. Baecker,et al.  Readings in Groupware and Computer-Supported Cooperative Work: Assisting Human-Human Collaboration , 1992 .

[3]  B. Glaser Theoretical Sensitivity: Advances in the Methodology of Grounded Theory , 1978 .

[4]  I. Nonaka The knowledge creating company". Harvard Business Review : . , 1991 .

[5]  Charnell Havens,et al.  Easing into knowledge management , 1999 .

[6]  N. Bontis,et al.  THE KNOWLEDGE TOOLBOX: A Review of the Tools Available To Measure and Manage Intangible Resources , 1999 .

[7]  Roger M. Tagg,et al.  Workflow support across organisational boundaries , 1996, Proceedings of 1996 Information Systems Conference of New Zealand.

[8]  Jr. E F Provenzo Beyond the Gutenberg Galaxy: Microcomputers and the Emergence of Post-Typographic Culture , 1986 .

[9]  Douglas C. Engelbart Authorship Provisions in Augment , 1984, COMPCON.

[10]  Peter Weill,et al.  Firm Context and Patterns of IT Infrastructure Capability (Best Paper Award) , 1996, ICIS.

[11]  L. Edvinsson,et al.  Developing a model for managing intellectual capital , 1996 .

[12]  Brad Hartfield,et al.  Computer systems and the design of organizational interaction , 1988, TOIS.

[13]  Robert J. McQueen,et al.  Using Groupware for Qualtiy Management and ISO 9000 Compliance , 1995, PACIS.

[14]  P. Weill The role and value of information technology infrastructure: some empirical observations , 1993 .

[15]  H.M. Campbell,et al.  The role of organizational knowledge management strategies in the quest for business intelligence , 2006, 2006 IEEE International Engineering Management Conference.

[16]  K. Jöreskog A general approach to confirmatory maximum likelihood factor analysis , 1969 .

[17]  Robert E. Kraut,et al.  Computer-mediated communication for intellectual teamwork: a field experiment in group writing , 1990, CSCW '90.

[18]  Donald J. McCubbrey,et al.  Management Information Systems for the Information Age , 1997 .

[19]  Lee Sproull,et al.  Computers, Networks and Work. , 1991 .

[20]  Raul Espejo,et al.  Requirements for effective participation in self-constructed organizations , 1996 .

[21]  Frank B. Golley,et al.  Paradigm shift , 1989, Landscape Ecology.

[22]  Varun Grover,et al.  Factors influencing database planning: An empirical study , 1992 .

[23]  Marilyn Tremaine,et al.  Experiences in the use of a media space , 1991, CHI.

[24]  P. Weill,et al.  Management by Maxim: How Business and IT Managers Can Create IT Infrastructures , 1997 .

[25]  S. Spear,et al.  Decoding the DNA of the Toyota Production System , 1999 .

[26]  W. Knight A Computer Method for Calculating Kendall's Tau with Ungrouped Data , 1966 .

[27]  Jay F. Nunamaker,et al.  Affective Reward and the Adoption of Group Support Systems: Productivity Is Not Always Enough , 1995, J. Manag. Inf. Syst..

[28]  M. Markus Electronic Mail as the Medium of Managerial Choice , 1994 .

[29]  N. Bontis Intellectual capital: an exploratory study that develops measures and models , 1998 .

[30]  Wanda J. Orlikowski,et al.  Learning from Notes: organizational issues in groupware implementation , 1992, CSCW '92.

[31]  Lorin M. Hitt,et al.  Is Information Systems Spending Productive? New Evidence and New Results , 1993, ICIS.

[32]  P. Drucker Knowledge-Worker Productivity: The Biggest Challenge , 1999, IEEE Engineering Management Review.

[33]  Maryam Alavi,et al.  An assessment of electronic meeting systems in a corporate setting , 1993, Inf. Manag..

[34]  James C. Anderson,et al.  STRUCTURAL EQUATION MODELING IN PRACTICE: A REVIEW AND RECOMMENDED TWO-STEP APPROACH , 1988 .

[35]  Jay F. Nunamaker,et al.  Methodology-Driven Use of Automated Support in Business Process Re-Engineering , 1994, J. Manag. Inf. Syst..

[36]  Clarence A. Ellis,et al.  Groupware: some issues and experiences , 1991, CACM.

[37]  Paul H. J. Hendriks,et al.  Knowledge-based systems and knowledge management: Friends or foes? , 1999, Inf. Manag..

[38]  Dale Neef,et al.  Making the Case for Knowledge Management: The Bigger Picture , 1999 .

[39]  Brad M. Jackson,et al.  Interpretive analysis of team use of group technologies , 1993 .

[40]  Daniel J. Power,et al.  Building group decision support rooms using "off-the-shelf" computing resources: prospects and issue , 1993, DATB.

[41]  C. Fornell,et al.  Evaluating structural equation models with unobservable variables and measurement error. , 1981 .

[42]  Clay Spinuzzi,et al.  Software development as mediated activity: applying three analytical frameworks for studying compound mediation , 2001, SIGDOC '01.

[43]  W. Neuman,et al.  Social Research Methods: Qualitative and Quantitative Approaches , 2002 .

[44]  Gordon S. Blair,et al.  CSCW and Distributed Systems: The Problem of Control , 1991, ECSCW.

[45]  James D. Hollan,et al.  Supporting informal communication via ephemeral interest groups , 1992, CSCW '92.

[46]  P. Bentler,et al.  Cutoff criteria for fit indexes in covariance structure analysis : Conventional criteria versus new alternatives , 1999 .

[47]  Rudy L. Ruggles,et al.  Knowledge Management Tools , 1996 .

[48]  Kock,et al.  Quality Management and Groupware , 1994 .

[49]  Jonathan Grudin,et al.  Groupware and social dynamics: eight challenges for developers , 1994, CACM.

[50]  Linda Duxbury The corporation of the 1990s: Information technology and organizational transformation , 1993 .

[51]  D. B. Candlin,et al.  Managing the Introduction of Expert Systems , 1992 .

[52]  Robert F. DeVellis,et al.  Scale Development: Theory and Applications. , 1992 .

[53]  Shiro Sakata,et al.  Distributed multiparty desktop conferencing system: MERMAID , 1990, CSCW '90.

[54]  Jonathan Grudin,et al.  Why CSCW Applications Fail: Problems in the Design and Evaluation of Organization of Organizational Interfaces. , 1988 .

[55]  C. James Bacon Process improvement and organisational learning: The role of collaboration technologies , 2000, Eur. J. Inf. Syst..

[56]  Michael H. Zack,et al.  Developing a Knowledge Strategy , 1999 .

[57]  John L. Bennett,et al.  Learning from user experience with groupware , 1990, CSCW '90.

[58]  L. Cronbach Coefficient alpha and the internal structure of tests , 1951 .

[59]  Laku Chidambaram,et al.  Defining Common Ground: Managing Diversity Through Electronic Meeting Systems , 1993, ICIS.

[60]  P. Drucker Post-Capitalist Society , 1993 .

[61]  Robert J. McQueen,et al.  A Methodology to IS Study in Organisations through Multiple Action Research Cycles , 1995 .

[62]  Paul Wilson,et al.  Computer Supported Cooperative Work , 1991 .

[63]  Leslie P. Willcocks,et al.  Shaping the Future. Business Design Through Information Technology , 1991, J. Inf. Technol..

[64]  Wanda J. Orlikowski,et al.  Studying Information Technology in Organizations: Research Approaches and Assumptions , 1991, Inf. Syst. Res..

[65]  J Friso Den Hertog,et al.  The knowledge enterprise : implementation of intelligent business strategies , 2000 .

[66]  J. Beckham New product development. , 1985, Hospital forum.

[67]  Robert J. McQueen,et al.  Integrating groupware technology into a business process improvement framework , 1995, Inf. Technol. People.

[68]  Tom Davenport,et al.  Information management infrastructure: the new competitive weapon? , 1994, 1994 Proceedings of the Twenty-Seventh Hawaii International Conference on System Sciences.

[69]  Graham Pervan The measurement of GSS effectiveness: a meta-analysis of the literature and recommendations for future GSS research , 1994, 1994 Proceedings of the Twenty-Seventh Hawaii International Conference on System Sciences.

[70]  M. Lynne Markus,et al.  Asynchronous Technologies in Small Face‐to‐Face Groups , 1992 .

[71]  Daniel G. Bobrow,et al.  Beyond the chalkboard: computer support for collaboration and problem solving in meetings , 1988, CACM.

[72]  M. Lynne Markus,et al.  Toward a “Critical Mass” Theory of Interactive Media , 1987 .

[73]  Jayant V. Saraph,et al.  An Instrument for Measuring the Critical Factors of Quality Management , 1989 .

[74]  G. Susman,et al.  An Assessment of the Scientific Merits of Action Research. , 1978 .

[75]  M. Horton,et al.  Coordination challenges in a computer-supported meeting environment , 1993, [1993] Proceedings of the Twenty-sixth Hawaii International Conference on System Sciences.

[76]  Robert Johansen,et al.  Groupware: Computer Support for Business Teams , 1988 .

[77]  Pedro Sánchez,et al.  Collaborative technology and group process feedback: their impact on interactive sequences in meetings , 1990, CSCW '90.

[78]  P. Drucker,et al.  Looking ahead: implications of the present. , 1997, Harvard business review.

[79]  Ralph H. Sprague,et al.  Electronic Document Management: Challenges and Opportunities for Information Systems Managers , 1995, MIS Q..

[80]  Ravinder Nath,et al.  Local area networks: The network managers' perspective , 1988, Inf. Manag..

[81]  Duane Davis,et al.  Business research for decision making , 1985 .

[82]  Terry Winograd,et al.  The Action Workflow Approach to Workflow Management Technology , 1993, Inf. Soc..

[83]  S. Easterbrook,et al.  A Survey of Empirical Studies of Conflict , 1993 .

[84]  J. Davis The Logic Of Causal Order , 1987 .

[85]  T. C. Powell Total Quality Management as Competitive Advantage , 1995 .

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

[87]  R. Johansen,et al.  Computer conferencing. , 1975, Science.

[88]  Stuart E. Madnick,et al.  Integration technology: The reinvention of the linkage between information systems and computer science , 1995, Decis. Support Syst..

[89]  Ganesh D. Bhatt,et al.  Organizing knowledge in the knowledge development cycle , 2000, J. Knowl. Manag..

[90]  R. Cattell The Scree Test For The Number Of Factors. , 1966, Multivariate behavioral research.

[91]  I. Janis Groupthink: Psychological Studies of Policy Decisions and Fiascoes , 1982 .

[92]  James C. Wetherbe,et al.  Key Issues in Information Systems Management: 1994-95 SIM Delphi Results , 1996, MIS Q..

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

[94]  K. Lewin Action Research and Minority Problems , 1946 .

[95]  Morten T. Hansen,et al.  What's your strategy for managing knowledge? , 1999, Harvard business review.

[96]  E. Jaques,et al.  In praise of hierarchy. , 1990, Harvard business review.

[97]  Larry Press Emerging dynabase tools , 1994, CACM.

[98]  Susan J. Winter The Symbolic Potential of Computer Technology: Differences Among White-Collar Workers , 1993, ICIS.

[99]  M. Porter Competitive Advantage: Creating and Sustaining Superior Performance , 1985 .

[100]  Judith S. Olson,et al.  User‐centered design of collaboration technology , 1991 .

[101]  J. Walther Relational Aspects of Computer-Mediated Communication: Experimental Observations over Time , 1995 .

[102]  Nancy Bogucki Duncan,et al.  Capturing Flexibility of Information Technology Infrastructure: A Study of Resource Characteristics and their Measure , 1995, J. Manag. Inf. Syst..

[103]  John F. Rockart,et al.  Computers, networks, and the corporation , 1991 .

[104]  E. Carayannis Fostering synergies between information technology and managerial and organizational cognition: the role of knowledge management , 1999 .

[105]  M. Lynne Markus,et al.  Why CSCW applications fail: problems in the adoption of interdependent work tools , 1990, CSCW '90.

[106]  D. Dillman Mail and telephone surveys : the total design method , 1979 .

[107]  Robert J. McQueen,et al.  Groupware: Experience in New Zealand , 1992 .

[108]  Catherine Hakim,et al.  Research Design: Strategies and Choices in the Design of Social Research , 1987 .

[109]  Ettore Bolisani,et al.  Information technology management: a knowledge-based perspective , 1999 .

[110]  Ned Kock Groupware and Distributed Process Improvement: Will this Combination work? , 1998, ECIS.

[111]  Bernard H. Boar,et al.  The Art of Strategic Planning for Information Technology: Crafting Strategy for the 90s , 1993 .

[112]  R. Brent Gallupe,et al.  Blocking electronic brainstorms. , 1994 .

[113]  Irene Greif,et al.  Replicated document management in a group communication system , 1988, CSCW '88.

[114]  Jaime F. Serida-Nishimura An Organizational Culture Perspective for the Study of Group Support Systems , 1994, ICIS.

[115]  Bruce V. Lewenstein,et al.  Anatomy of a flame: conflict and community building on the Internet , 1995 .

[116]  Karl-Erik Sveiby Transfer of knowledge and the information processing professions , 1996 .

[117]  Efrem G. Mallach,et al.  Understanding decision support systems and expert systems , 1994 .

[118]  Sara Kiesler,et al.  Social psychological aspects of computer-mediated communication , 1984 .

[119]  R. P. McDonald,et al.  Goodness-of-fit indexes in confirmatory factor analysis : The effect of sample size , 1988 .

[120]  Susanna Opper,et al.  Technology for Teams: Enhancing Productivity in Networked Organizations , 1992 .

[121]  M. Walton The Deming management method , 1986 .

[122]  Allenna Leonard,et al.  A Viable System Model: Consideration of Knowledge Management , 2003 .

[123]  S. Snell,et al.  Integrated Manufacturing and Job Design: Moderating Effects of Organizational Inertia , 1991 .

[124]  Allenna Leonard,et al.  Team syntegrity: A new methodology for group work , 1996 .

[125]  I. Janis Victims Of Groupthink , 1972 .

[126]  Ronald Maier,et al.  How Can Organizational Memory Theories Contribute to Organizational Memory Systems? , 2000, Inf. Syst. Frontiers.

[127]  Robert Davison The Development of an Instrument for Measuring the Suitabiltiy of Using GSS on Support Meetings , 1995, PACIS.

[128]  Beth H. Jones,et al.  Impact of Communication Medium and Computer Support on Group Perceptions and Performance: A Comparison of Face-to-Face and Dispersed Meetings , 1993, MIS Q..

[129]  R. M. Thorndike Measurement and Evaluation in Psychology and Education , 1969 .

[130]  J. Rockart,et al.  EIGHT IMPERATIVES FOR THE NEW IT ORGANIZATION , 1996 .

[131]  Colin Wilson,et al.  A thirst for knowledge , 2007 .

[132]  R. Lockwood The groupware market , 1994 .

[133]  K. Hambridge Action research. , 2000, Professional nurse.

[134]  M. Malone,et al.  Intellectual Capital: Realizing Your Company's True Value by Finding Its Hidden Brainpower , 1997 .

[135]  L. Adrianson,et al.  Group processes in face-to-face and computer-mediated communication , 1991 .

[136]  R. Bostrom,et al.  Group Facilitation and Group Support Systems , 1993 .

[137]  Jean-Paul A. Barthès,et al.  Knowledge Management , 1994, Encyclopedia of Database Systems.

[138]  W. Bodmer Principles of Scientific Management , 1993, FASEB journal : official publication of the Federation of American Societies for Experimental Biology.

[139]  Sandra Moffett,et al.  Benchmarking Knowledge Management: A Case Study Approach , 2000 .

[140]  Lloyd Baird,et al.  From Action Learning to Learning from Action: Implementing the After Action Review , 2000 .

[141]  J. S. Long,et al.  Covariance Structure Models: An Introduction to LISREL , 1983 .

[142]  Roger G. Schroeder,et al.  A FRAMEWORK FOR QUALITY MANAGEMENT RESEARCH AND AN ASSOCIATED MEASUREMENT INSTRUMENT , 1994 .

[143]  Jim Sheffield,et al.  Using Electronic Meeting Technology to Support Economic Policy Development in New Zealand: Short-Term Results , 1993, J. Manag. Inf. Syst..

[144]  Andrew Clement,et al.  Computing at work: empowering action by “low-level users” , 1994, CACM.

[145]  M. Sarvary Knowledge Management and Competition in the Consulting Industry , 1999 .

[146]  Frederick F. Reichheld,et al.  The Loyalty Effect: The Hidden Force Behind Growth, Profits, and Lasting Value (Эффект лояльности: скрытая движущая сила роста, прибыли и постоянной ценности) , 1996 .

[147]  R. Bagozzi,et al.  Representing and testing organizational theories: A holistic construal. , 1982 .

[148]  James W. Botkin,et al.  The coming of knowledge-based business , 1999 .

[149]  Robert L. Cross Introduction: Strategic Learning in a Knowledge Economy: Individual, Collective and Organizational Learning Process , 2000 .

[150]  J. S. Long Confirmatory Factor Analysis: A Preface to Lisrel , 1983 .

[151]  C. Argyris Double Loop Learning in Organizations , 1996 .

[152]  Lee Sproull,et al.  Reducing social context cues: electronic mail in organizational communication , 1986 .

[153]  Philip E. T. Lewis,et al.  Research Methods for Business Students , 2006 .

[154]  J. Dearmin,et al.  Reporting on QI efforts for internal and external customers. , 1995, The Joint Commission journal on quality improvement.

[155]  John F. Rockart,et al.  Managing the Data Resources: A Contingency Perspective , 1988, MIS Q..

[156]  E. Ziegel A Step-by-Step Approach to Using the SAS System for Univariate and Multivariate Statistics , 1994 .

[157]  René Pellissier,et al.  Information technology - future perfect? , 2000 .

[158]  P. Evans,et al.  Strategy and the new economics of information. , 1997, Harvard business review.

[159]  Edward S. Balian How to Design, Analyze, and Write Doctoral or Masters Research. Second Edition. , 1988 .

[160]  Karl-Erik Sveiby,et al.  Towards a knowledge perspective on organisation , 1994 .

[161]  S. Barnett Style and strategy: New metaphors, new insights , 1996 .

[162]  P. Rastogi Knowledge management and intellectual capital as a paradigm of value creation , 2002 .

[163]  Laurie J. Kirsch,et al.  The Impact of Data Integration on the Costs and Benefits of Information Systems , 1992, MIS Q..

[164]  Richard Winter Action-Research and the Nature of Social Inquiry: Professional Innovation and Educational Work , 1987 .

[165]  Viviane M. J. Robinson,et al.  The Origins and Status of Action Research , 1984 .

[166]  Minder Chen,et al.  Using Group Support Systems and Joint Application Development for Requirements Specification , 1993, J. Manag. Inf. Syst..

[167]  R. Gonzalez Applied Multivariate Statistics for the Social Sciences , 2003 .

[168]  Bonnie A. Nardi,et al.  Twinkling Lights and Nested Loops: Distributed Problem Solving and Spreadsheet Development , 1991, Int. J. Man Mach. Stud..

[169]  F. M. Andrews Construct Validity and Error Components of Survey Measures: A Structural Modeling Approach , 1984 .

[170]  S. Bradley,et al.  Globalization, Technology, and Competition: The Fusion of Computers and Telecommunications in the 1990s , 1993 .

[171]  Nick Bontis,et al.  Thought leadership on intellectual capital , 2001 .

[172]  Gilbert A. Churchill A Paradigm for Developing Better Measures of Marketing Constructs , 1979 .

[173]  R. Wolfinger,et al.  Comparing the SAS® GLM and MIXED Procedures for Repeated Measures , 1996 .