Abstract
The paper concerns Business Intelligence (BI) issue and the opportunities of using BI applications in organizations. BI enables to better understand not only the internal business processes, but also the competitive environment through the systematic acquisition, collation, analysis, interpretation and exploitation of information. It is considered that BI transforms the information into strategic knowledge. This allows for the identification of the opportunities and threats, which may occur on the market, while cooperating with customers, suppliers and competition. The main goal of this paper is to present the basic assumptions underlying the idea of BI and BI maturity as well as to identify the level of BI using in selected organizations. The structure of this paper is organized as follows. Firstly, an overview of subject literature on BI has been conducted. Then, the idea of BI maturity has been described. Different BI maturity models have been presented. Using an in-depth interview method, the results from the analysis of twenty organizations applying BI systems have been described. Gartner’s Maturity Model for Business Intelligence and Performance Management was used to assess the level of BI in surveyed organizations.
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References
Adelman, S., Moss, L.: Data Warehouse Project Management. Addison-Wesley, NJ (2000)
Albescu, F., Pugna, I., Paraschiv, D.: Business intelligence & knowledge management—technological support for strategic management in the knowledge based economy. Rev. Inform. Econ. 4(48), 5–12 (2008)
Alter, A.: A work system view of DSS in its forth decade. Decis. Support Syst. 38(3), 319–327 (2004)
Azvine, B., Cui, Z., Nauck, D.: Towards real-time business intelligence. BT Technol. J. 23(3), 214–225 (2005)
Baaras, H., Kemper, H.G.: Management support with structured and unstructured data—an integrated business intelligence framework. Inf. Syst. Manage. 25(2), 132–148 (2008)
Barney, J.: Looking inside for competitive advantage. Acad. Manag. Exec. 9, 49–61 (1995)
Burton, B.: Toolkit: Maturity Checklist for Business Intelligence and Performance Management, Gartner Research (2009)
Business Objects: About business intelligence (2007). http://www.businessobjects.com/businessintelligence/default.asp?intcmp=ip_company2. Accessed February 2012
Cates, J.E., Gill, S.S., Zeituny, N.: The Ladder of business intelligence (LOBI): a framework for enterprise IT planning and architecture. Int. J. Bus. Inf. Syst. 1(1–2), 220–238 (2005)
Chaudhary, S.: Management factors for strategic BI success. In: Raisinghani, M.S. (ed.) Business Intelligence in Digital Economy. Opportunities, Limitations and Risks, pp. 191–206. IGI Global, Hershey (2004)
Chen, H., Chiang, R.H.L., Storey, V.C.: Business intelligence and analytics: from big data to big impact. MIS Quart. 36(4), 1–24 (2012)
Chung, W., Chen, H., Nunamaker, J.F.: A visual framework for knowledge discovery on the web: an empirical study of business intelligence exploration. J. Manag. Inform. Syst. 21(4), 57–84 (2005)
Clavier, P.R., Lotriet, H., Loggerenberger, J.: Business intelligence challenges in the context of goods-and service-domain logic. In: 45th Hawaii International Conference on System Science, IEEE Computer Society, pp. 4138–4147 (2012)
Cosic, R., Shanks, G., Maynard, S.: Towards a business analytics capability maturity model. In: 23rd Australasian Conference on Information Systems Business Analytics Capability Maturity, Geelong (2012)
Davenport, T.H., Harris, J.G.: Competing on Analytics. The New Science on Winning. Harvard Business School Press, Boston (2007)
Davenport, T.H., Harris, J.G., Morison, R.: Analytics at Work: Smarter Decisions. Better Results. Harvard Business Press, Cambridge (2010)
Deng, R.: Business intelligence maturity hierarchy: a new perspective from knowledge management, information management (2011). http://www.information-management.com/infodirect/20070323/1079089-1.html. Accessed September 2011
Eckerson, W.W.: The keys to enterprise business intelligence: critical success factors. The data warehousing institute (2005). http://download.101com.com/pub/TDWI/Files/TDWIMonograph2-BO.pdf. Accessed October 2011
Ferguson, M.: Architecting a big data platform for analysis. Intelligent business strategies, IBM, white paper (2012)
Glancy, F.H., Yadav, S.B.: Business intelligence conceptual model. Int. J. Bus. Intell. Res. 2(2), 48–66 (2011)
Gratton, S.J.: The journey to business intelligence. What does it mean? (2012). http://www.capgemini.com.technology. Accessed October 2012
Gurjar, Y.S., Rathore, V.S.: Cloud business intelligence—is what business need today. Int. J. Recent Technol. Eng. 1(6), 81–86 (2013)
Hagerty, J.: AMR research’s business intelligence/performance management maturity model, Version2 (2011). http://www.eurim.org.uk/activities/ig/voi/AMR_Researchs_Business_Intelligence.pdf. Accessed September 2011
Hannula, M., Pirttimaki, V.: Business intelligence empirical study on the top 50 Finnish companies. J. Am. Acad. Bus. 2(2), 593–599 (2003)
Hawking, P., Foster, S., Stein, A.: The adoption and use of business intelligence solutions in Australia. Int. J. Intell. Syst. Technol. Appl. 4(1), 327–340 (2008)
Herschel, R.T., Jones, N.E.: Knowledge management and business intelligence: the importance of integration. J. Knowl. Manage. 9(4), 45–54 (2005)
Howson, C.: Successful Business Intelligence: Secrets to Making BI a Killer Application. McGraw-Hill, New York (2008)
Hribar Rajteric, I.H.: Overview of business intelligence maturity models. Management 15(1), 47–67 (2010)
Inmon, W.H., Strauss, D., Neushloss, G.: DW 2.0: The Architecture for the Next Generation of Data Warehousing. Elsevier, Amsterdam (2008)
Isik, O., Jones, M.C., Sidorova, A.: Business intelligence (BI) success and the role of BI capabilities. Intell. Syst. Account. Finance Manag. 18, 161–176 (2011)
Jordan, J., Ellen, C.: Business need, data and business intelligence. J. Digit. Asset Manage. 5(1), 10–20 (2009)
Jourdan, Z., Rainer, R.K., Marschall, T.: Business intelligence: an analysis of the literature. Inf. Syst. Manage. 25(2), 121–131 (2007)
Karim, A.J.: The value of competitive business intelligence system (CBIS) to stimulate competitiveness in global market. Int. J. Bus. Soc. Sci. 2(19), 196–203 (2011)
Lahrmann, G., Marx, F., Winter, R., Wortmann, F.: Business intelligence maturity: development and evaluation of a theoretical model. In: Proceedings of the 44 Hawaii International Conference on System Science (2011)
Liautaud, B., Hammond, M.: Turning information into knowledge into profit. E-Business Intelligence. McGraw-Hill, New York (2002)
Lonnqvist, A., Pirttimaki, V.: The measurement of business intelligence. Bus. Intell. 23(1), 32–40 (2006)
McGonagle, J.J., Vella, C.M.: Bottom Line Competitive Intelligence. Quorum Books, Westport (2002)
Miller, L., Schiller, D., Rhone, M.: Data warehouse maturity assessment service. TERADATA (2011).http://www.teradata.com/assets/0/206/276/3457d45f-7327-4a36-b1dc-2e5daae3d269.pdf.Accessed September 2011
Moss, L., Atre, S.: Business Intelligence Roadmap: The Complete Lifecycle for Decision-Support Applications. Addison-Wesley, Boston (2003)
Negash, S.: Business intelligence. Commun. Assoc. Inf. Syst. 13, 177–195 (2004)
Negash, S., Gray, P.: Business intelligence. In: Holsapple, C.W., Burstein, F. (eds.) Decision Support Systems, pp. 175–193. Springer, Berlin (2008)
Nemec, R.: The application of business intelligence 3.0 concept in the management of small and medium enterprises. In: Tvrdikova, M., Minster, J., Rozenhal, P. (eds.) IT for Practice. Economicka Faculta, VSB-TU, Ostrava, p. 84–89 (2012)
O’Brien, J.A., Marakas, G.M.: Introduction to Information Systems, 13th edn. McGraw-Hill, New York (2007)
Olszak, C.M.: Tworzenie i wykorzystywanie systemów Business Intelligence na potrzeby współczesnej organizacji. Akademia Ekonomiczna w Katowicach, Katowice (2007)
Olszak, C.M.: Competing with business intelligence. In: Tvrdikova, M., Minster, J., Rozenhal, P. (eds.) IT for Practice, pp. 98–108. Economicka Faculta, VSB-TU, Ostrava (2012)
Olszak, C.M., Ziemba, E.: Business intelligence as a key to management of an enterprise. In: CohenE, Boyd E. (ed.) Proceedings of Informing Science and IT Education InSITE’2003. The Informing Science Institute, Santa Rosa (2003)
Olszak, C.M., Ziemba, E.: Critical success factors for implementing business intelligence systems in small and medium enterprises on the example of upper Silesia, Poland. Interdisc. J. Inf. Knowl. Manage. 7, 129–150 (2012)
Olszak, C.M.: The business intelligence-based organization—new chances and possibilities. In: Ribiere, V., Worasinchai, L. (eds.) Proceedings of the International Conference on Management, Leadership and Governance. Published by Academic Conferences and Publishing International Limited Reading, Bangkok University, p. 241–249 (2013)
Olszak, C.M.: Assessment of business intelligence maturity in the selected organizations. In: Ganzha, M., Maciaszek, L., Paprzycki, M. (eds.) Annals for Computer Science and Information systems. Proceedings of the 2013 Federated Conference on Computer Science and Information Systems (FedCSIS) vol. 1, pp. 951–958 (2013)
Power, D.J.: A brief history of decision support systems (2007). http://dssresources.com/history/dsshistory.html. Accessed August 2007
Rayner, N.: Maturity Model of Overview for Business Intelligence and Performance Management. Gartner Inc., Research (2008)
Reinschmidt, J., Francoise, A.: Business Intelligence Certification Guide. IBM, International Technical Support Organization, San Jose (2000)
SAS: Information evaluation model (2011). http://www.sas.com/software/iem/ Accessed September 2011
Sauter, V.L.: Decision Support Systems for Business Intelligence. Wiley, New Jersey (2010)
Schick, A., Frolick, M., Ariyachandra, T.: Competing with BI and analytics at monster worldwide. In: 44th Hawaii International Conference on System Sciences, Hawaii (2011)
Scott, N.: The 3 ages of business intelligence: gathering, analysing and putting it to work (2013). http://excapite.blogspot-ages-of-business-ontelligence.html. Accessed January 2013
Tamer, Ch., Kiley, M., Ashrafi, N., Kuilbar, J.: Risk and benefits of business intelligence in the cloud. In: Northeast Decision Sciences Institute Annual Meeting Proceedings, pp. 86–95 (2013)
The HP Business Intelligence Maturity Model, Describing the BI Journal 2011. Hewlett-Packard. http://www.techrepublic.com/whitepapers/the-hp-business-intelligence-maturity-model-describing-the-bi-journey/1129995. Accessed September 2011
Turban, E., Sharada, R., Aronson, J.E., King, D.: Business Intelligence: a Managerial Approach. Pearson Prentice Hall, Boston (2008)
Venter, P., Tustin, D.: The availability and use of competitive and business intelligence in South African business organizations. S. Afr. Bus. Rev 13(2), 88–115 (2009)
Watson, H.J.: SME Performance: Separating Myth from Reality. Edward Elgar Publishing, Cheltenham (2010)
Watson, H.J., Wixom, B.H.: The current state of business intelligence. IEEE Comput. 40(9), 96–99 (2007)
Watson, H.J., Ariyachandra, T., Matyska, R.J.: Data warehousing stags of growth. Inf. Syst. Manage. 18(3), 42–50 (2011)
Weiss, A.: A brief guide to competitive intelligence. Bus. Inf. Rev. 19(2), 39–47 (2002)
Wells, D.: Business analytics—getting the point (2012). http://b-eye-network.com/view/7133. Accessed August 2012
White, C.: Now is the right time for real-time BI. Inf. Manage. Mag. (2004). http://www.dmreview.com. Accessed September 2004
Williams, S., Williams, N.: The Profit Impact of Business Intelligence. Morgan Kaufmann, San Francisco (2007)
Wixom, B.H., Watson, H.J.: The BI-based organization. Int. J. Bus. Intell. Res. 1, 13–28 (2010)
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Olszak, C.M. (2015). Business Intelligence and Analytics in Organizations. In: Mach-Król, M., M. Olszak, C., Pełech-Pilichowski, T. (eds) Advances in ICT for Business, Industry and Public Sector. Studies in Computational Intelligence, vol 579. Springer, Cham. https://doi.org/10.1007/978-3-319-11328-9_6
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