Business intelligence system use to leverage enterprise-wide accounting information in shared data environments

The implementation of enterprise systems has facilitated the development of shared data environments within organizations and conjointly the capability for broader based management control systems (MCS). Yet, several studies have found that most organizations have experienced little change in their MCS post-ERP implementation with few organizations experiencing the broad integration of MCS cross-functionally that effectively leverage enterprise data for the support of strategic decision making and operational efficiencies. Business Intelligence (BI) systems are now widely adopted as a key facilitator for extracting and analyzing the enterprise-wide data captured in these shared data environments. We examine the implementation of BI systems into enterprise system environments in order to better understand the organizational factors that influence successful assimilation across the diverse range of control systems desired in contemporary MCS. Our results indicate that organizational knowledge creation strategies are critical to having an appropriate technology infrastructure in place and to having operational-level managers that are prepared to assimilate BI supported MCS for strategic use and organizational benefit. Further, the findings show that while the Top Management Team plays a significant role in effective deployment of BI systems, their impact is indirect, and is a function of operational managers absorptive capacity. This indirect effect suggests a bottom-up driving of technology innovation as opposed to the top-down, top management driven innovation traditionally perceived to dominate MCS implementation.

[1]  Shaker A. Zahra,et al.  The Net-Enabled Business Innovation Cycle and the Evolution of Dynamic Capabilities , 2002, Inf. Syst. Res..

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

[3]  Vicky Arnold,et al.  Behavioral research opportunities: Understanding the impact of enterprise systems , 2006, Int. J. Account. Inf. Syst..

[4]  Gabriel Szulanski Exploring internal stickiness: Impediments to the transfer of best practice within the firm , 1996 .

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

[6]  Teemu Malmi,et al.  Moderate impact of ERPS on management accounting: a lag or permanent outcome? , 2002 .

[7]  Robert W. Zmud,et al.  The Influence of IT Management Practice on IT Use in Large Organizations , 1994, MIS Q..

[8]  P. Senge The leader's new work: Building learning organizations. , 1998 .

[9]  Omar El Sawy,et al.  Coordinating for Flexibility in e-Business Supply Chains , 2004, J. Manag. Inf. Syst..

[10]  Wann‐Yih Wu,et al.  Interrelationships between TMT management styles and organizational innovation , 2002, Ind. Manag. Data Syst..

[11]  G. Huber,et al.  Retrospective reports of strategic‐level managers: Guidelines for increasing their accuracy , 1985 .

[12]  Peter Weill,et al.  The Implications of Information Technology Infrastructure for Business Process Redesign , 1999, MIS Q..

[13]  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 .

[14]  Kenneth L. Kraemer,et al.  e-Commerce Metrics for Net-Enhanced Organizations: Assessing the Value of e-Commerce to Firm Performance in the Manufacturing Sector , 2002, Inf. Syst. Res..

[15]  Frank G. H. Hartmann,et al.  How Top Management Teams Use Management Accounting Systems to Implement Strategy , 2006 .

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

[17]  Abdelkader Daghfous,et al.  Absorptive Capacity and the Implementation of Knowledge-Intensive Best Practices , 2004 .

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

[19]  Ritu Agarwal,et al.  Organizational Mechanisms for Enhancing User Innovation in Information Technology , 1999, MIS Q..

[20]  Betty Vandenbosch,et al.  An empirical analysis of the association between the use of executive support systems and perceived organizational competitiveness , 1999 .

[21]  Roderick E. White,et al.  Top management teams and organizational renewal , 1989 .

[22]  Frank G. H. Hartmann,et al.  Management accounting systems, top management team heterogeneity and strategic change , 2007 .

[23]  William E. McCarthy,et al.  The REA Accounting Model: Intellectual Heritage and Prospects for Progress , 1995 .

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

[25]  Mani Subramani,et al.  How Do Suppliers Benefit from Information Technology Use in Supply Chain Relationships? , 2004, MIS Q..

[26]  Ariela Caglio,et al.  Enterprise Resource Planning systems and accountants: towards hybridization? , 2003 .

[27]  Robert J. Kauffman,et al.  Valuing information technology infrastructures: a growth options approach , 2007, Inf. Technol. Manag..

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

[29]  Alnoor Bhimani,et al.  A study of the emergence of management accounting system ethos and its influence on perceived system success , 2003 .

[30]  I. Nonaka,et al.  The Concept of “Ba”: Building a Foundation for Knowledge Creation , 1998 .

[31]  F. Bookstein,et al.  Two Structural Equation Models: LISREL and PLS Applied to Consumer Exit-Voice Theory: , 1982 .

[32]  Daniel E. O'Leary,et al.  On the relationship between REA and SAP , 2004, Int. J. Account. Inf. Syst..

[33]  D. Hambrick,et al.  Upper Echelons: The Organization as a Reflection of Its Top Managers , 1984 .

[34]  I. Nonaka,et al.  SECI, Ba and Leadership: a Unified Model of Dynamic Knowledge Creation , 2000 .

[35]  Ajit Kambil,et al.  Strategic management of information technology investments: an options perspective , 2015 .

[36]  M. Porter What is strategy , 2000 .

[37]  Russell L. Purvis,et al.  The Assimilation of Knowledge Platforms in Organizations: An Empirical Investigation , 2001 .

[38]  E. Hippel Sticky Information and the Locus of Problem Solving: Implications for Innovation , 1994 .

[39]  I. Nonaka A Dynamic Theory of Organizational Knowledge Creation , 1994 .

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

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

[42]  Wynne W. Chin Issues and Opinion on Structural Equation Modeling by , 2009 .

[43]  R. Chenhall Management control systems design within its organizational context: findings from contingency-based research and directions for the future , 2003 .

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

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

[46]  E. H. Bowman,et al.  Strategy through the Option Lens: An Integrated View of Resource Investments and the Incremental-Choice Process , 1993 .

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

[48]  S. Albers,et al.  Crisis Construction and Organizational Learning: Capability Building in Catching-Up at Hyundai Motor , 1998 .

[49]  Peter G.W. Keen,et al.  Shaping the Future: Business Design Through Information Technology , 1991 .

[50]  Vallabh Sambamurthy,et al.  Shaping UP for E-Commerce: Institutional Enablers of the Organizational Assimliation of Web Technologies , 2002, MIS Q..

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

[52]  M. Wade,et al.  Review: the resource-based view and information systems research: review, extension, and suggestions for future research , 2004 .

[53]  J. Brown,et al.  Bridging epistemologies: The generative dance between organizational knowledge and organizational knowing , 1999, STUDI ORGANIZZATIVI.

[54]  Carsten Rohde,et al.  Management accounting and integrated information systems: A literature review , 2007, Int. J. Account. Inf. Syst..

[55]  D. Hambrick Fragmentation and the other Problems CEOs Have with Their Top Management Teams , 1995 .

[56]  Margarethe F. Wiersema,et al.  Gaining Strategic and Organizational Capability in a Turbulent Business Environment David Ulrich , 1989 .

[57]  John Hulland,et al.  Use of partial least squares (PLS) in strategic management research: a review of four recent studies , 1999 .

[58]  L. Vincent,et al.  Marketing Strategy Formulation in the Commercialization of New Technologies , 2005 .

[59]  Correlates of internal and external leadership of top managementteams , 1995 .

[60]  J. Ballantine,et al.  Strategic Enterprise Management Systems: new directions for research , 2004 .

[61]  Marianne Bradford,et al.  Examining the role of innovation diffusion factors on the implementation success of enterprise resource planning systems , 2003, Int. J. Account. Inf. Syst..

[62]  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.

[63]  Bernard Pierce,et al.  Towards a More Comprehensive Understanding of the Roles of Management Accountants , 2007 .

[64]  Robert W. Zmud,et al.  Advanced Business Intelligence at Cardinal Health , 2005, MIS Q. Executive.

[65]  Robert W. Scapens,et al.  ERP systems and management accounting change: opportunities or impacts? A research note , 2003 .

[66]  Pall Rikhardsson,et al.  Identifying the impacts of enterprise system implementation and use: Examples from Denmark , 2006, Int. J. Account. Inf. Syst..

[67]  William L. Fuerst,et al.  Information technology and sustained competitive advantage: a resource-based analysis , 1995 .

[68]  J. Hair Multivariate data analysis , 1972 .

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

[70]  Margaret A. Abernethy,et al.  Determinants of Control System Design in Divisionalized Firms , 2004 .

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

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

[73]  Trevor Hopper,et al.  A 'time' space odyssey': Management control systems in two multinational organisations , 2005 .

[74]  Robert H. Chenhall,et al.  The role of management control systems in planned organizational change: An analysis of two organizations , 2007 .

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

[76]  William E. McCarthy,et al.  An ontological analysis of the economic primitives of the extended-REA enterprise information architecture , 2002, Int. J. Account. Inf. Syst..

[77]  Ikujiro Nonaka,et al.  The knowledge-creating theory revisited: knowledge creation as a synthesizing process , 2003 .

[78]  Chris F. Kemerer,et al.  The assimilation of software process innovations: an organizational learning perspective , 1997 .

[79]  Joyce J. Elam,et al.  New Information Systems Leaders: A Changing Role in a Changing World , 1992, MIS Q..

[80]  Wynne W. Chin,et al.  Extending the technology acceptance model: the influence of perceived user resources , 2001, DATB.

[81]  Linsu Kim,et al.  Absorptive Capacity and Industrial Growth: A Conceptual Framework and Korea’s Experience , 1995 .

[82]  B. Kogut,et al.  Knowledge of the Firm, Combinative Capabilities, and the Replication of Technology , 1992 .

[83]  Joanna L. Y. Ho,et al.  Enhancing Knowledge Sharing in Public Accounting Firms , 2006 .

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

[85]  Tor Guimaraes,et al.  Corporate culture, absorptive capacity and IT success , 2005, Inf. Organ..

[86]  J. Barney Firm Resources and Sustained Competitive Advantage , 1991 .

[87]  Donald C. Hambrick,et al.  Strategic awareness within top management teams , 1981 .

[88]  Jan Mouritsen,et al.  Enterprise resource planning systems, management control and the quest for integration , 2005 .

[89]  Qing Hu,et al.  Assimilation of Enterprise Systems: The Effect of Institutional Pressures and the Mediating Role of Top Management , 2007, MIS Q..

[90]  Kenneth L. Kraemer,et al.  Information Technology Payoff in E-Business Environments: An International Perspective on Value Creation of E-Business in the Financial Services Industry , 2004, J. Manag. Inf. Syst..

[91]  Antonio Davila,et al.  Management Accounting Systems Adoption Decisions: Evidence and Performance Implications from Early‐Stage/Startup Companies , 2005 .

[92]  Christopher S. Chapman,et al.  Not because they are new: Developing the contribution of enterprise resource planning systems to management control research , 2005 .

[93]  Rajiv Sabherwal,et al.  Organizational Knowledge Management: A Contingency Perspective , 2001, J. Manag. Inf. Syst..

[94]  James D. McKeen,et al.  The Evolution of IS Job Skills: A Content Analysis of IS Job Advertisements from 1970 to 1990 , 1995, MIS Q..

[95]  Heeseok Lee,et al.  Knowledge management strategy and its link to knowledge creation process , 2002, Expert Syst. Appl..

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

[97]  David F. Midgley,et al.  The Process of Knowledge Creation in Organizations , 2002 .

[98]  Angelo Ditillo,et al.  Dealing with uncertainty in knowledge-intensive firms: the role of management control systems as knowledge integration mechanisms , 2004 .

[99]  Terry Anthony Byrd,et al.  The Impact of IT Personnel Skills on IS Infrastructure and Competitive IS , 2004, Inf. Resour. Manag. J..

[100]  P. Weill,et al.  Building IT Infrastructure for Strategic Agility , 2002 .

[101]  S. Zahra,et al.  Absorptive Capacity: A Review, Reconceptualization, and Extension , 2002 .

[102]  Kenneth L. Kraemer,et al.  Executives’ Perceptions of the Business Value of Information Technology: A Process-Oriented Approach , 2000, J. Manag. Inf. Syst..

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

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

[105]  Shannon W. Anderson,et al.  The impact of contextual and process factors on the evaluation of activity-based costing systems , 1999 .