Enhancing the Business Value of Business Intelligence: The Role of Shared Knowledge and Assimilation

ABSTRACT: Business intelligence (BI) systems have attracted significant interest from senior executives and consultants for their ability to exploit organizational data and provide operational and strategic benefits through improved management control systems. A large body of literature indicates that organizations have largely failed to use their business intelligence investments effectively to exploit the wealth of data they capture in their ERP systems. As a result, BI has too often failed to support organizations' managerial decision making at both the strategic and operational levels and, thus, failed to enhance business value. Whether and how organizations achieve business benefits from their BI investments remains unclear. This study draws on the strategic alignment and IT assimilation literature to develop a research model that theorizes the importance of BI systems assimilation, and the need for shared knowledge among the strategic and operational levels as the drivers of BI business value. Resul...

[1]  Yiannis E. Spanos,et al.  An examination into the causal logic of rent generation: contrasting Porter's competitive strategy framework and the resource-based perspective , 2001 .

[2]  Steve Williams,et al.  The Profit Impact of Business Intelligence , 2006 .

[3]  Michael J. Earl,et al.  Transformation of the IT Function at British Petroleum , 1997, MIS Q..

[4]  P. Attewell Technology Diffusion and Organizational Learning: The Case of Business Computing , 1992 .

[5]  Detmar W. Straub,et al.  Specifying Formative Constructs in Information Systems Research , 2007, MIS Q..

[6]  Steve Williams,et al.  Business intelligence readiness: Prerequisites for leveraging business intelligence to improve profits , 2007 .

[7]  Izak Benbasat,et al.  Measuring the Linkage Between Business and Information Technology Objectives , 1996, MIS Q..

[8]  Izak Benbasat,et al.  The Influence of Business Managers' IT Competence on Championing IT , 2003, Inf. Syst. Res..

[9]  M. Porter Towards a dynamic theory of strategy , 1991 .

[10]  D. Dillman Mail and internet surveys: The tailored design method, 2nd ed. , 2007 .

[11]  Detmar W. Straub,et al.  Validating Instruments in MIS Research , 1989, MIS Q..

[12]  A. Hayes Beyond Baron and Kenny: Statistical Mediation Analysis in the New Millennium , 2009 .

[13]  R. Kelly Rainer,et al.  Business intelligence: an analysis of the literature , 2008, IEEE Engineering Management Review.

[14]  Thiagarajan Ravichandran,et al.  Effect of Information Systems Resources and Capabilities on Firm Performance: A Resource-Based Perspective , 2005, J. Manag. Inf. Syst..

[15]  Alan Poulter,et al.  Dissemination of Competitive Intelligence , 2004, J. Inf. Sci..

[16]  D. Teece,et al.  DYNAMIC CAPABILITIES AND STRATEGIC MANAGEMENT , 1997 .

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

[18]  Barbara Wixom,et al.  Continental Airlines Flies High with Real-Time Business Intelligence , 2004, MIS Q. Executive.

[19]  P. M. Podsakoff,et al.  Self-Reports in Organizational Research: Problems and Prospects , 1986 .

[20]  Jerry N. Luftman,et al.  Key Issues for IT Executives 2011: Cautious Optimism in Uncertain Economic Times , 2011, MIS Q. Executive.

[21]  D. A. Kenny,et al.  The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. , 1986, Journal of personality and social psychology.

[22]  Barbara Wixom,et al.  Developing an Enterprise Business Intelligence Capability: The Norfolk Southern Journey , 2011, MIS Q. Executive.

[23]  Sid L. Huff,et al.  CIO lateral influence behaviors: gaining peers' commitment to strategic information systems , 2000, ICIS.

[24]  Tim Weitzel,et al.  How to Achieve Operational Business-IT Alignment: Insights from a Global Aerospace Firm , 2012, MIS Q. Executive.

[25]  Vijay Sethi,et al.  Development of measures to assess the extent to which an information technology application provides competitive advantage , 1994 .

[26]  Mohamed Z. Elbashir,et al.  The Role of Organizational Absorptive Capacity in Strategic Use of Business Intelligence to Support Integrated Management Control Systems , 2011 .

[27]  Wynne W. Chin,et al.  A Partial Least Squares Latent Variable Modeling Approach for Measuring Interaction Effects: Results from a Monte Carlo Simulation Study and an Electronic - Mail Emotion/Adoption Study , 2003, Inf. Syst. Res..

[28]  Alexander Hars,et al.  Web Based Knowledge Infrastructures for the Sciences: An Adaptive Document , 2000, Commun. Assoc. Inf. Syst..

[29]  Henk W. Volberda,et al.  Co-evolution of Firm Absorptive Capacity and Knowledge Environment: Organizational Forms and Combinative Capabilities , 1999 .

[30]  Albert L. Lederer,et al.  An Instrument for Measuring the Business Benefits of E-Commerce Retailing , 2003, Int. J. Electron. Commer..

[31]  Michael J. Davern,et al.  Measuring the effects of business intelligence systems: The relationship between business process and organizational performance , 2008, Int. J. Account. Inf. Syst..

[32]  Qiang Tu,et al.  A path analytic study of the effect of top management support for information systems performance , 2004 .

[33]  Robert J. Kauffman,et al.  Discovering Potential and Realizing Value from Information Technology Investments , 2000, J. Manag. Inf. Syst..

[34]  Steve G. Sutton,et al.  Enablers of top management team support for integrated management control systems innovations , 2013, Int. J. Account. Inf. Syst..

[35]  Izak Benbasat,et al.  Factors That Influence the Social Dimension of Alignment Between Business and Information Technology Objectives , 2000, MIS Q..

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

[37]  V. Sambamurthy,et al.  Information Technology Assimilation in Firms: The Influence of Senior Leadership and IT Infrastructures , 1999, Inf. Syst. Res..

[38]  R. Sohi,et al.  IT competency and firm performance: is organizational learning a missing link? , 2003 .

[39]  Antonio Davila,et al.  Management Control Systems in Early‐Stage Startup Companies , 2007 .

[40]  Sid L. Huff,et al.  CIO influence behaviors: the impact of technical background , 2003, Inf. Manag..

[41]  Sid L. Huff,et al.  How CIOs Can Effectively Use Influence Behaviors , 2007, MIS Q. Executive.

[42]  Elena Karahanna,et al.  Antecedents of IS Strategic Alignment: A Nomological Network , 2009, Inf. Syst. Res..

[43]  Detmar W. Straub,et al.  Structural Equation Modeling and Regression: Guidelines for Research Practice , 2000, Commun. Assoc. Inf. Syst..

[44]  Scott B. MacKenzie,et al.  Common method biases in behavioral research: a critical review of the literature and recommended remedies. , 2003, The Journal of applied psychology.

[45]  Kay M. Nelson,et al.  International Conference on Information Systems ( ICIS ) 1993 THE CONTRIBUTION OF SHARED KNOWLEDGE TO IS GROUP PERFORMANCE , 2017 .

[46]  Daniel A. Levinthal,et al.  ABSORPTIVE CAPACITY: A NEW PERSPECTIVE ON LEARNING AND INNOVATION , 1990 .