Business intelligence success: The roles of BI capabilities and decision environments

Information and Management

Volumn 50, Issue 1, 2013, Pages 13-23

  Işik, Öykü ^a   Jones, Mary C ^b   Sidorova, Anna ^b  

^a VLERICK BUSINESS SCHOOL   (Belgium)

^b UNIVERSITY OF NORTH TEXAS   (United States)

Author keywords

BI; BI capabilities; BI success; Business intelligence; Decision environment; PLS

Indexed keywords

BUSINESS INTELLIGENCE SUCCESS; DATA QUALITY; DECISION ENVIRONMENT; INFORMATION PROCESSING NEEDS; PLS; TECHNOLOGICAL CAPABILITY; USER ACCESS;

BISMUTH; COMPETITIVE INTELLIGENCE; DATA PROCESSING;

DECISION MAKING;

EID: 84873680444     PISSN: 03787206     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.im.2012.12.001     Document Type: Article

References (99)

1. A. Alter A work system view of DSS in its forth decade Decision Support Systems 38 3 2004 319 327
2. M. Ames, Tips for Harnessing Hadoop the Right Way, Retrieved on September 4, 2012 from SAScom Magazine (Third Quarter, 2012), www.sas.com/news/sascom/ hadoop-tips.html.
3. O. Antebi, Managing by Exception, The Future of BI, Retrieved on February 2012 from Panorama Business Intelligence (January, 2007), http://www.panorama. com/blog/?p=13.
4. R.N. Anthony Planning and Control Systems: A Framework for Analysis 1965 Harvard University Press MA
5. D. Arnott Decision support systems evolution: framework, case study and research agenda European Journal of Information Systems 13 4 2004 247 259 (Pubitemid 39636761)
6. N. Au, E.W.T. Ngai, and T.C.E. Cheng Extending the understanding of end user information systems satisfaction formation: an equitable needs fulfillment model approach MIS Quarterly 32 1 2008 43 66 (Pubitemid 351378749)
7. A. Awadallah, D. Graham, Hadoop and the Data Warehouse: When to Use Which, Retrieved on October 9, 2012 from Teradata (2011), www.teradata.com.
8. H. Baars, and H.G. Kemper Management support with structured and unstructured data - an integrated business intelligence framework Information Systems Management 25 2 2008 132 148
9. R.P. Bagozzi, and T. Yi On the evaluation of structural equation models Journal of the Academy of Marketing Science 16 1 1986 74 94
10. R.K. Basi WWW response rates to socio-demographic items Journal of the Market Research Society 41 4 1999 397 401
11. R.C. Beatty, J.P. Shim, and M.C. Jones Factors influencing corporate web site adoption: a time-based assessment Information & Management 38 6 2001 337 354 (Pubitemid 32426714)
12. A.S. Bharadwaj A resource-based perspective on information technology capability and firm performance: an empirical investigation MIS Quarterly 24 1 2000 169 196
13. L.L. Briggs BI case study: power company draws new energy Business Intelligence Journal 11 3 2006 27 30
14. J. Boisvert, and N.J. Ashill How brand innovativeness and quality impact attitude toward new service line extensions: the moderating role of consumer involvement Journal of Services Marketing 25 7 2011 517 527
15. L. Buchanan, and A. O'Connell A brief history of decision making Harvard Business Review 84 1 2006 32 40
16. B. Burton, B. Hostmann, Findings from Sydney Symposium: Perceptions of Business Intelligence, Retrieved on February 2012 from Gartner Research (December, 2005), http://www.gartner.com/DisplayDocument?id=487411&ref=g- sitelink.
17. X. Chen, and K. Siau Impact of business intelligence and IT infrastructure flexibility on competitive performance: an organizational agility perspective ICIS 2011 Proceedings 2011
18. W.W. Chin, B.L. Marcolin, and P.R. Newsted 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 Information Systems Research 14 2 2003 189 217
19. W.W. Chin Issues and opinions on structural equation modeling MIS Quarterly 22 1 1998 vi xvi
20. T.D. Clark, M.C. Jones, and C.P. Armstrong The dynamic structure of management support systems: theory development, research focus, and direction MIS Quarterly 31 3 2007 579 615 (Pubitemid 47359825)
21. J. Cohen, P. Cohen, S.G. West, and L.S. Aiken Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences 3rd ed. 2003 Lawrence Erlbaum Associates NJ
22. S. Damianakis, The Ins and Outs of Imperfect Data, Retrieved on February 2012 from DM Direct (June, 2008), http://www.dmreview.com/dmdirect/2008-77/ 10001491-1.html?portal=data-quality.
23. T.H. Davenport Competing on analytics Harvard Business Review January 2006
24. L. Dreyer, The Right Time for Operational Business Intelligence? Retrieved on February 2012 from TDWI (May, 2006), http://tdwi.org/articles/2006/ 05/09/the-right-time-for-operational-businessintelligence.aspx.
25. W. Eckerson Smart companies in the 21st century: the secrets of creating successful business intelligence solutions TDWI Report Series 2003 1 38
26. W.W. Eckerson Performance Dashboards: Measuring, Monitoring, and Managing Your Business 2006 Wiley & Sons Hoboken
27. W.W. Eckerson, Gauge Your Data Warehouse Maturity, Retrieved on Feb 2012 from Information Management (November, 2004), http://www.informationmanagement. com/issues/20041101/1012391-1.html.
28. A. Eggert, G. Fassott, and S. Helm Identifizierung und quantifizierung mediierender und moderierender effekt in komplexen kausalstrukturen F. Bliemel, A. Eggert, G. Fassott, J. Henseler, Handbuch PLS-Pfadmodellierung. Methode, Anwendung 2005 Praxisbeispiele Stuttgart 9 16
29. B. Evelson, K. McNabb, R. Karel, J. Barnett, It's Time to Reinvent Your BI Strategy, Retrieved on February 2012 from Forrester Research (October, 2007), http://www.forrester.com/Research/Document/Excerpt/0,7211,43259,00.html.
30. C. Fornell, and D.F. Larcker Evaluating structural equation models with unobserved variables and measurement error Journal of Marketing Research 18 1981 39 50
31. J. Gebauer, and F. Schober Information system flexibility and the cost efficiency of business processes Journal of the Association for Information Systems 7 3 2006 122 145
32. S. Geisser A predictive approach to the random effect model Biometrika 61 1 1975 101 107
33. W. Giovinazzo, BI: Only as Good as its Data Quality, Retrieved on February 2012 from Information Management (August, 2009), http://www. informationmanagement.com/specialreports/2009-157/business-intelligence-bi-data- quality-governance-decision-making-10015888-1.html.
34. G.A. Gorry, and M.S. Scott Morton A framework for management information systems Sloan Management Review 13 1 1971 55 72
35. P. Graham, Data Quality You Don't Just Need a Dashboard! Retrieved on Feb 2012 from Information Management (July, 2008), http://www. informationmanagement.com/issues/2007-50/10001727-1.html.
36. J.F. Hair, R.L. Anderson, R. Tatham, and W. Black Multivariate Data Analysis 3rd ed. 1998 Prentice Hall
37. W. Harding BI crucial to making the right decision Financial Executive 19 2 2003 49 50
38. H. Havenstein, QlikTech looks to broaden access to BI data, Retrieved on Feb 2012 from Computer World (October, 2006), http://www.computerworld.com/s/ article/9004369/QlikTech-looks-to-broaden-access-to-BI-data.
39. J. Henseler, C.M. Ringle, and R.R. Sinkovics The use of partial least square path modeling in international marketing Advances in International Marketing 20 2009 277 319
40. J. Henseler, and G. Fassott Testing moderating effects in PLS path models: an illustration of available procedures V.E. Vinzi, W.W. Chin, J. Henseler, Handbook of Partial Least Squares: Concepts, Methods and Applications 2010 Springer New York 713 735
41. B. Hostmann, BI Purchase Drivers and Adoption Rates, Retrieved on February 2012 from Gartner Research (September, 2009), http://www.gartner.com/ id=1165616.
42. B. Hostmann, G. Herschel, N. Rayner, The Evolution of Business Intelligence: The Four Worlds, Retrieved on February 2012 from Gartner Research (July, 2007), http://www.gartner.com/id=509002.
43. C. Howson, Ten Mistakes to Avoid When Selecting and Deploying BI Tools, Retrieved on February 2012 from The Data Administration Newsletter (May, 2007), http://www.tdan.com/view-articles/4741.
44. C. Howson, The Seven Pillars of BI Success, Retrieved on February 2012 from Information Week (September, 2006), http://www.intelligententerprise.com/ showArticle.jhtml?articleID=191902420.
45. S.W. Huck Reading Statistics and Research 4th ed. 2004 Pearson Education Inc. Boston
46. C. Imhoff, Risky business! Using business intelligence to mitigate operational risk, Retrieved on January 2012 from DM Review Magazine (2005, August), http://www.dmreview.com/issues/20050801/1033577-1.html.
47. W.H. Inmon, C. Imhoff, and R. Sousa Corporate Information Factory 2nd ed. 2001 Wiley New York
48. Ö. Isik, M. Jones, and A. Sidorova Business Intelligence (BI) Success and the role of BI capabilities Intelligent systems in accounting, finance and management 18 4 2012 161 176
49. Ö. Isik, M. Jones, A. Sidorova, Business Intelligence Success: An Empirical Evaluation of the Role of BI Capabilities and the Decision Environment. In: BI Congress II: Pre-ICIS Conference Proceedings, 2010.
50. Z. Jourdan, R.K. Rainer, and T.E. Marshall Business intelligence: an analysis of the literature Information Systems Management 25 2008 121 131
51. P.G.W. Keen, and M.S. Scott Morton Decision Support Systems: An Organizational Perspective 1978 Addison Wesley Reading
52. F.N. Kerlinger, and H.B. Lee Foundations of Behavioral Research 4th ed. 2000 Thomson Learning New York
53. J. Kern, Utilities Surge Ahaead with BI, Analytics Despite Immaturity and Integration Problems, Retrieved on October 5, 2012 from Information Management (September 20, 2012), http://www.information-management.com.
54. P.J. Kirs, G.L. Sanders, R.P. Cerveny, and D. Robey Experimental validation of the Gorry and Scott Morton framework MIS Quarterly 13 2 1989 183 197
55. G. Klein, J.J. Jiang, and J. Balloun Information system evaluation by system typology Journal of Systems and Software 37 3 1997 181 186 (Pubitemid 127382374)
56. D.S. Linthicum Enterprise Application Integration 2000 Addison-Wesley Essex, UK
57. J. Luftman, and T. Ben-Tvi Key issues for IT executives 2010: judicious IT investments continue post-recession MISQ Executive 9 4 2010 263 273
58. A. Manglik, and V. Mehra Extending enterprise BI capabilities: new patterns for data integration Business Intelligence Journal 10 1 2005 10 17
59. J. Manyika, M. Chui, B. Brown, J. Bughin, R. Dobbs, C. Roxburgh, A.H. Byers, Big Data The Next Frontier for Innovation, Competition, and Productivity, Retrieved on October 5, 2012 from McKinsey Global Institute (June, 2011), http://www.mckinsey.com.
60. G.A. Marcoulides, and C. Saunders PLS: a silver bullet? MIS Quarterly 30 2 2006 iii x
61. N. McMurchy, Take These Steps to Develop Successful BI Business Cases, Retrieved on February 2012 from Gartner Research (2008), http://www.gartner.com/ id=594023.
62. D. Miller, Measuring BI Success: Business Goals and Business Requirements, Retrieved on February 2012 from DM Review Online (2007), http://www.dmreview.com/news/10000100-1.html.
63. T.T. Moores, and J. Chang Ethical decision-making in software piracy: initial development and test of a four-component model MIS Quarterly 30 1 2006 167 180 (Pubitemid 44971429)
64. L.T. Moss, and S. Atre Business Intelligence Roadmap 2007 Pearson Education Inc. Boston
65. M.C. Munro, and G.B. Davis Determining management information needs: a comparison of methods MIS Quarterly 1 2 1977 55 67
66. D.T. Otley, J.M. Broadbent, and A.J. Berry Research in management control: an overview of its development British Journal of Management 6 1995 31 34
67. A.A. Parikh, J. Haddad, Right-Time Information for the Real-Time Enterprise, Retrieved on February 2012 from DM Direct (October, 2008), http://www.dmreview.com/dmdirect/2008-92/10002003-1.html?portal=data-quality.
68. V. Pirttimaki, A. Lonnqvist, and A. Karjaluoto Measurement of Business Intelligence in a Finnish Telecommunications Company Electronic Journal of Knowledge Management 4 1 2006 83 90
69. P.M. Podsakoff, and D.W. Organ Self-reports in organizational research: problems and prospects Journal of Management 12 4 1986 531 544
70. K. Quinn, The Truth about Mobile Business Intelligence, Retrieved on October 5, 2012 from Information Builders (2011), http://informationbuilders. com.
71. G. Ray, W.A. Muharma, and J.B. Barney Information technology and the performance of the customer service process: a resource-based analysis MIS Quarterly 29 4 2005 625 652 (Pubitemid 44841801)
72. T.C. Redman The impact of poor data quality on the typical enterprise Communications of the ACM 41 2 1998 79 82
73. C.M. Ringle, S. Wende, A. Will, SmartPLS 2.0 (Beta), Retrieved on October 2009 from www.smartpls.de, 2005.
74. T. Ramakrishnan, M.C. Jones, and A. Sidorova Factors influencing business intelligence (BI) data collection strategies: an empirical investigation Decision Support Systems 52 2 2012 486 496
75. J.W. Ross, C.M. Beath, and D.L. Goodhue Develop long-term competitiveness through IT assets Sloan Management Review 38 1 1996 31 44
76. J.R. Rossiter The C-OAR-SE procedure for scale development in marketing International Journal of Research in Marketing 19 4 2002 305 335
77. P. Russom, Big Data Analytics, Retrieved on November 2011 from TDWI (2011), http://www.greenplum.com/sites/default/files/TDWI-BPReport-Q411-Big- Data-Analytics.pdf.
78. P. Russom, High-Performance Data Warehousing, Retrieved on October 5, 2012 from The Data Warehousing Institute (October 1, 2012), http://www.tdwi.org.
79. R. Sabherwal, and I. Becerra-Fernandez Business Intelligence: Practices, Technologies, and Management 2010 John Wiley & Sons Inc. NJ
80. K. Schlegel, Key Issues for Analytics, Business Intelligence and Performance Management, Retrieved on February 2012 from Gartner Research (March, 2011), http://www.gartner.com/id1598717.
81. K. Schlegel, K. Sood, Business Intelligence Platform Capability Matrix, Retrieved on February 2012 from Gartner Research (2007), http://www. informationbuilders.com/products/webfocus/pdf/Gartner-BI-Matrix.pdf.
82. M.P. Schloderer, and C. Nitzl Prüfung von Interaktionseffekten in PLS-Modellen erschienen WiSt: Wirtschaftswissenschaftliches Studium 40 8 2011
83. B. Schmarzo, Understanding the Role of Hadoop in your BI Environment, Retrieved on October 5, 2012 from EMC2 (May 6, 2012), http://infocus.emc.com.
84. J.P. Shim, M. Warkentin, J.F. Courtney, D.J. Power, P. Sharda, and C. Carlsson Past, present, and future of decision support technology Decision Support Systems 33 2 2002 111 126 (Pubitemid 34222527)
85. H.A. Simon The New Science of Management Decision 1960 Harper and Row New York
86. M. Stone Cross-validatory choice and assessment of statistical predictions Journal of the Royal Statistical Society 36 1974 111 147
87. A. Sukumaran, and A. Sureka Integrating structured and unstructured using text tagging and annotation Business Intelligence Journal 11 2 2006
88. A. Swaminathan, Enterprise Information Integration: A Technology for Providing Integrated Views, Retrieved on February 2012 from TDWI (October, 2006), http://tdwi.org/articles/2006/10/23/enterprise-information-integration-a- technology-for-providingintegrated-views.aspx.
89. B.G. Tabachnick, and L.S. Fidell Using Multivariate Statistics 3rd ed. 1996 Harper Collins Publishers New York
90. H.J. Watson, D. Abraham, D. Chen, D. Preston, and D. Thomas Data warehousing ROI: justifying and assessing a data warehouse Business Intelligence Journal 2004 6 17
91. H.J. Watson, B.H. Wixom, J.A. Hoffer, R. Anderson-Lehman, and A.M. Reynolds Real-time business intelligence: best practices in continental airlines Business Intelligence 23 1 2006 7 18 (Pubitemid 43017284)
92. H.J. Watson, and H. Wixom Enterprise agility and mature BI capabilities Business Intelligence Journal 12 3 2007 13 28
93. C. White, The next generation of business intelligence: operational BI, Retrieved on March 2011 from Information Management Magazine (2005), http://www.informationmanagement.com/issues/20050501/1026064-1.html.
94. C. White, Now is the right time for real-time BI, Retrieved on March 2011 from Information Management Magazine (2004), http://www.information-management. com/issues/20040901/1009281-1.html.
95. S. Williams, and N. Williams The Profit Impact of Business Intelligence 2007 Morgan Kaufmann San Francisco, CA
96. H. Wixom, and H.J. Watson An empirical investigation of the factors affecting data warehousing success The Journal of Business Strategy 25 1 2001 17 41 (Pubitemid 33738448)
97. W. Yeoh, A. Koronios, and J. Gao Managing the implementation of business intelligence systems: a critical success factors framework International Journal of Enterprise Information Systems 4 3 2008 79 94
98. M.H. Zack The role of decision support systems in an indeterminate world Decision Support Systems 43 4 2007 1664 1674 (Pubitemid 47223485)
99. M. Zhang, and P. Tansuhaj Organizational culture, information technology capability, and performance: the case of born global firms Multinational Business Review 15 3 2007 43 77