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Articles

Business analytics maturity of firms: an examination of the relationships between managerial perception of IT, business analytics maturity and success

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References

  • Barney, J. (1991). Firm resources and sustained competitive advantage. Journal of Management, 17(1), 99–120. doi:10.1177/014920639101700108
  • Becker, J., Knackstedt, R., & Poppelbub, J. (2009). Developing maturity models for IT management – A procedure model and its application. Business & Information Systems Engineering, 1(3), 213–222. doi:10.1007/s12599-009-0044-5
  • Bostrom, R. P., & Heinen, J. S. (1977). MIS problems and failures: A socio-technical perspective. MIS Quarterly, 1(3), 17–32. doi:10.2307/248710
  • Broadbent, M., & Weill, P. (1993). Improving business and information strategic alignment: Learning from the banking industry. IBM Systems Journal, 32(1), 162–179. doi:10.1147/sj.321.0162
  • Browne, M. W., & Cudeck, R. (1993). Alternative ways of assessing model fit. In K. A. Bollen & J. S. Long (Eds.), Testing structural equation models (pp. 136–162). Newbury Park, CA: Sage.
  • Busch, E. A., Jarvenpaa, S. L., Tractinsky, M., & Glick, W. H. (1991). External versus internal perspectives in determining a firm’s progressive use of information technology. In Proceedings of the Twelfth International Conference on Information Systems, pp. 239–250, New York City, New York.
  • Capgemini. (2012). Measuring organizational maturity in predictive analytics: The first step to enabling the vision. Author. Retrieved October, 2016, from Capgemini Web site http://www.capgemini.com
  • Chae, B., Yang, C., Olson, D., & Sheu, C. (2014). The impact of advanced analytics and data accuracy on operational performance: A contingent resource based theory (RBT) perspective. Decision Support Systems, 59, 119–126. doi:10.1016/j.dss.2013.10.012
  • Chen, H., Chiang, R. H., & Storey, V. C. (2012). Business intelligence and analytics: From big data to big impact. MIS Quarterly, 36(4), 1165–1188.
  • Chen, L. D. (2010). Business-IT alignment maturity of companies in China. Information & Management, 47(1), 9–16. doi:10.1016/j.im.2009.09.003
  • Churchill, G. A. (1979). A paradigm for developing better measures of marketing constructs. Journal of Marketing Research, 16, 64–73. doi:10.2307/3150876
  • Churchill, N. C., Kempster, J. H., & Uretsky, M. (1969). Computer based information systems for management: A survey. New York, NY: National Association of Accountants.
  • Cosic, R., Shanks, G., & Maynard, S. (2012). Towards a business analytics capability maturity model. In Proceedings of the 23rd Australian Conference on Information Systems, pp. 1–11, Deakin University, Geelong, Victoria.
  • Davenport, T. H., & Harris, J. G. (2007). Competing on analytics: The new science of winning. Boston, MA: Harvard Business School Press.
  • De Bruin, T. (2009). Business Process Management: Theory on Progression and Maturity (PhD thesis). Queensland University of Technology. Retrieved from https://eprints.qut.edu.au/46726/
  • Eckerson, W. (2009). TDWI’s business intelligence maturity model. In Whitepaper from the data warehousing institute. Retrieved from https://pdfs.semanticscholar.org/6362/d0b523ae7097a37ecdcc17daaf54eff61774.pdf
  • El-Gayar, O., Deokar, A., & Tao, J. (2011). DSS-CMM: A capability maturity model for DSS development processes. International Journal of Decision Support System Technology, 3(4), 14–34. doi:10.4018/IJDSST
  • Hair, J. F., Anderson, R. E., Tatham, R. L., & Black, W. C. (1998). Multivariate data analysis with readings. Englewood-Cliffs, NJ: Prentice-Hall.
  • Halper, F., & Stodder, D. (2014). TDWI analytics maturity model guide. The Data Warehousing Institute. Retrieved April 3, 2017, from Data Warehousing Institute Web site http://tdwi.org
  • Harriott, J. (2013). 7 pillars for successful analytics implementation: A leader’s guide to incorporating big data across the organization. Marketing Insights, 25(1), 34–41.
  • Harris, S. E., & Katz, J. L. (1991). Firm size and the information technology investment intensity of life insurers. MIS Quarterly, 15(3), 332–352. doi:10.2307/249645
  • Holsapple, C., Lee-Post, A., & Pakath, R. (2014). A unified foundation for business analytics. Decision Support Systems, 64, 130–141. doi:10.1016/j.dss.2014.05.013
  • Informs. (2013). Getting started with analytics: Analytics success stories. Informs Online. Retrieved October, 2016, from Informs Online Web site http://www.informs.org
  • Jarvenpaa, S. L., & Ives, B. (1991). Executive involvement and participation in the management of IT. MIS Quarterly, 15(2), 205–227. doi:10.2307/249382
  • Joreskog, K. G., & Sorbom, D. (1989). LISREL 7: User’s reference guide. Chicago, IL: Scientific Software, Inc.
  • Kaiser, H. F. (1974). An index of factorial simplicity. Psychometrika, 39, 31–36. doi:10.1007/BF02291575
  • Krebs, T., Robinson, T., & Mathai, A. (2013). Business analytics maturity. scottmadden management consultants. Retrieved October, 2016, from Scottmadden Management Consultants Web site http://www.scottmadden.com
  • Lahrmann, G., Marx, F., Winter, R., & Wortmann, F. (2011). Business intelligence maturity: Development and evaluation of a theoretical model. In Proceedings of the 44th Hawaii International Conference on System Sciences (HICSS), Kauai, Hawaii.
  • LaVall, S., Lesser, E., Shockley, R., Hopkins, M. S., & Kruschwitz, N. (2011). Big data, analytics and the path from insights to value. MIT Sloan Management Review, 52(2), 21–32.
  • Luftman, L. N. (2000). Assessing business-IT alignment maturity. Communications of the Association of Information Systems, 4(14), 1–50.
  • Mattia, A. (2011). A multi-dimensional view of socio-technical information systems research and technochange. The Review of Business Information Systems, 15(4), 11–18. doi:10.19030/rbis.v15i4.6008
  • McFarlan, F. W., McKenney, J. L., & Pyburn, P. (1983). Information archipelago – plotting a course. Harvard Business Review, 61(1), 145–156.
  • Nolan, R. L. (1975). Thoughts about the fifth stage. Database, 7(2), 4–10.
  • Norusis, M. J. (1990). SPSS base systems user’s guide. Chicago, Illinois: SPSS Inc.
  • Olszak, C. M. (2016). Toward better understanding and use of business intelligence in organizations. Information Systems Management, 33(2), 105–123. doi:10.1080/10580530.2016.1155946
  • Pfeffer, J., & Leblebici, H. (1973). The effect of competition on some dimensions of organizational structure. Social Forces, 52, 268–279. doi:10.1093/sf/52.2.268
  • Podsakoff, P. M., MacKenzie, S. B., Lee, J., & Podsakoff, N. (2003). Common method biases in behavioral research: A critical review of the literature and recommended remedies. Journal of Applied Psychology, 88(5), 879–903. doi:10.1037/0021-9010.88.5.879
  • Popovic, A., Coelho, P. S., & Jaklic, J. (2009). The impact of business intelligence system maturity on information quality. Information Research, 14(4). paper 417.
  • Popovic, A., Hackney, R., Coelho, P. S., & Jaklic, J. (2012). Towards business intelligence systems success: Effects of maturity and culture on analytical decision making. Decision Support Systems, 54, 729–739. doi:10.1016/j.dss.2012.08.017
  • Pranicevic, D. G., Alfirevic, N., & Stemberger, M. I. (2011). Information system maturity and the hospitality enterprise performance. Economic and Business Review, 13(4), 227–249.
  • Rajteric, I. H. (2010). Overview of business intelligence maturity models. International Journal of Human Science, 15(1), 47–67.
  • Ransbotham, S., Kiron, D., & Prentice, P. K. (2015). Minding the analytics gap. MIT Sloan Management Review, 56(3), 62–68.
  • RapidMiner. (2016). Summarizing the differences between business intelligence and advanced analytics. Author. Retrieved October, 2016, from RapidMiner Web site http://rapidminer.com
  • Rayner, N., & Schlegel, K. (2008). Maturity model overview for business intelligence and performance management. gartner Inc. Research. Retrieved October, 2016, from Gartner Web site http://www.gartner.com
  • Rouse, W. B., & Baba, M. L. (2006). Enterprise transformation. Communications of the ACM, 49(7), 67–72. doi:10.1145/1139922.1139951
  • Seddon, P. B., Calvert, C., & Yang, S. (2010). A multi-project model of key factors affecting organizational benefits from enterprise systems. MIS Quarterly, 34(2), 305–328. doi:10.2307/20721429
  • Segars, A. H., & Grover, V. (1993). Re-examining perceived ease of use and usefulness: A confirmatory factor analysis. MIS Quarterly, 17(4), 517–525. doi:10.2307/249590
  • Sharma, R., Mithas, S., & Kankanhalli, A. (2014). Transforming decision-making processes: A research Agenda for understanding the impact of business analytics on organizations. European Journal of Information Systems, 23, 433–441. doi:10.1057/ejis.2014.17
  • Sharma, R., & Yetton, P. W. (2003). The contingent effects of management support and task interdependence on successful information systems implementation. MIS Quarterly, 27(4), 533–556. doi:10.2307/30036548
  • Sledgianowski, D., Luftman, J. N., & Reilly, R. R. (2006). Development and validation of an instrument to measure maturity of IT business strategic alignment mechanisms. Information Resources Management Journal, 19(3), 18–33. doi:10.4018/IRMJ
  • Stevens, J. (1986). Applied multivariate statistics for the social sciences. Hillsdale, NJ: Lawrence Erlbaum Associates.
  • Tallon, P. P., & Kraemer, K. L. (2006). The development and application of a process-oriented “thermometer” of it business value. Communications of AIS, 17, Article 45.
  • Tallon, P. P., & Kraemer, K. L. (2007). Fact or fiction? A sensemaking perspective on the reality behind executives’ perceptions of IT business value. Journal of Management Information Systems, 24(1), 13–54. doi:10.2753/MIS0742-1222240101
  • Tallon, P. P., Kraemer, K. L., & Gurbaxani, V. (2000). Executives’ perceptions of the business value of information technology: A process-oriented approach. Journal of Management Information Systems, 16(4), 145–173. doi:10.1080/07421222.2000.11518269
  • Tan, C. S., Sim, Y. W., & Yeoh, W. (2011). A maturity model of enterprise business intelligence. Communications of the IBIMA. 2011, article ID 417812. Retrieved from https://www.idc.com/getdoc.jsp?containerId=US40697315
  • Teece, D. J., Pisano, G., & Shuen, A. (1997). Dynamic capabilities and strategic management. Strategic Management Journal, 18(7), 509–533. doi:10.1002/(ISSN)1097-0266
  • Trkman, P., McCormack, K., Valadares De Oliveira, M., & Ladeira, M. (2010). The impact of business analytics on supply chain performance. Decision Support Systems, 49, 318–327. doi:10.1016/j.dss.2010.03.007
  • Vesset, D., Versace, M., Girard, G., O’Brien, A., Burghard, C., Feblowitz, J., … Ellis, S. (2013). IDC maturityscape: Big data and analytics – A guide to unlocking information assets. IDC Research.
  • Walker, G. H., Stanton, N. A., Salmon, P. M., & Jenkins, D. P. (2008). A review of sociotechnical systems theory: A classic concept for new command and control paradigms. Theoretical Issues in Ergonomics Science, 9(6), 479–499. doi:10.1080/14639220701635470
  • Watson, H. J., Ariyachandra, T., & Matyska, R. J. (2001). Data warehousing stages of growth. Information Systems Management, 18(3), 42–50. doi:10.1201/1078/43196.18.3.20010601/31289.6
  • Weick, K. F. (1995). Sensemaking in organizations. Thousand Oaks, CA: Sage.
  • Yap, C. S. (1990). Distinguishing characteristics of organizations using computers. Information & Management, 18, 97–107. doi:10.1016/0378-7206(90)90056-N
  • Yayla, A. A., & Hu, Q. (2012). The impact of IT-business strategic alignment on firm performance in a developing country setting: Exploring moderating roles of environmental uncertainty and strategic orientation. European Journal of Information Systems, 21, 373–387. doi:10.1057/ejis.2011.52
  • Zumpe, S., & Ihme, D. (2006). Information systems maturity in e-business organizations. In J. Ljunberg & M. Andersson (Eds.), Proceedings of the Fourteenth European Conference on Information Systems, Goteborg (pp. 1703–1710). Retrieved from http://csrc.lse.ac.uk/asp/aspecis/20060147.pdf.

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