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Research Article

Işık’s and Popovič’s business intelligence success models: a review, consolidation, and expansion

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Pages 130-163 | Received 23 Aug 2022, Accepted 03 Jun 2023, Published online: 16 Jun 2023

References

  • Adamala, S., & Cidrin, L. (2011). Key success factors in business intelligence. Journal of Intelligence Studies in Business, 1(1), 107–127. https://doi.org/10.37380/jisib.v1i1.19
  • Alaskar, T.H., Mezghani, K., & Alsadi, A.K. (2021). Examining the adoption of big data analytics in supply chain management under competitive pressure: Evidence from Saudi Arabia. Journal of Decision Systems, 30(2–3), 300–320. https://doi.org/10.1080/12460125.2020.1859714
  • Al-Fraihat, D., Joy, M., Masa’deh, R., & Sinclair, J. (2020). Evaluating E-learning systems success: An empirical study. Computers in Human Behavior, 102, 67–86. https://doi.org/10.1016/j.chb.2019.08.004
  • Al-Okaily, A., Al-Okaily, M., Teoh, A.P., & Al Debei, M.M. (2022). An empirical study on data warehouse systems effectiveness: The case of Jordanian banks in the business intelligence era. EuroMed Journal of Business. https://doi.org/10.1108/EMJB-01-2022-0011
  • Al-Okaily, A., Ping, T.A., & Al-Okaily, M. (2021). Towards business intelligence success measurement in an organization: A conceptual study. Journal of System and Management Sciences, 11(2), 155–170. https://doi.org/10.33168/JSMS.2021.0210
  • Andoh-Baidoo, F.K., Chavarria, J.A., Jones, M.C., Wang, Y., & Takieddine, S. (2022). Examining the state of empirical business intelligence and analytics research: A poly-theoretic approach. Information & Management, 59(6), 103677. https://doi.org/10.1016/j.im.2022.103677
  • Bordeleau, F.E., Mosconi, E., & de Santa-Eulalia, L.A. (2020). Business intelligence and analytics value creation in Industry 4.0: A multiple case study in manufacturing medium enterprises. Production Planning and Control, 31(2–3), 173–185. https://doi.org/10.1080/09537287.2019.1631458
  • Boyton, J., Ayscough, P., Kaveri, D., & Chiong, R.,(2015). Suboptimal business intelligence implementations: Understanding and addressing the problems. Journal of Systems & Information Technology, 17(3), 307–320. https://doi.org/10.1108/JSIT-03-2015-0023
  • Chan, L.K., & Lau, P.Y. (2018). Investigating the impact of system quality on service-oriented business intelligence architecture. SAGE Open, 8(4), 215824401880552. https://doi.org/10.1177/2158244018805527
  • Chaubey, A., & Sahoo, C.K. (2021). Assimilation of business intelligence: The effect of external pressures and top leaders commitment during pandemic crisis. International Journal of Information Management, 59, 102344. https://doi.org/10.1016/j.ijinfomgt.2021.102344
  • Chen, Y., & Lin, Z. (2021). Business intelligence capabilities and firm performance: A study in China. International Journal of Information Management, 57, 102232. https://doi.org/10.1016/j.ijinfomgt.2020.102232
  • Chin, W. (1998). Commentary: Issues and opinion on structural equation modeling. MIS Quarterly, vii–xvi. http://www.jstor.org/stable/249674
  • Cho, J., & Park, I. (2021). Does information systems support for creativity enhance effective information systems use and job satisfaction in virtual work? Information Systems Frontiers, 24(6), 1865–1886. https://doi.org/10.1007/s10796-021-10208-7
  • Davis, F.D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319. https://doi.org/10.2307/249008
  • Day, Z. (2019, July 29). Why BI Projects Tend to Have a High Failure Rate – Ensuring Project Success. https://Www.Inzata.Com/Why-Bi-Projects-Tend-to-Have-a-High-Failure-Rate-Project-Success/#Text=Although%20there%20are%20many%20ways,Has%20a%20background%20in%20BI
  • DeLone, W.H., & McLean, E.R. (1992). Information systems success: The quest for the dependent variable. Information Systems Research, 3(1), 60–95. https://doi.org/10.1287/isre.3.1.60
  • DeLone, W.H., & McLean Ephramin, R. (2003). The DeLone and McLean model of information systems success: A ten-year update. Journal of Management Information Systems, 19(4), 9–30. http://mesharpe.metapress.com/index/PEQDJK46VY52V4Q6.pdf
  • Duffy, K., Jeyaraj, A., Sethi, V., & Sethi, V. (2021). Drivers of information technology choice by individuals. International Journal of Information Management, 58, 102320. https://doi.org/10.1016/j.ijinfomgt.2021.102320
  • Elbashir, M.Z., Collier, P.A., & Davern, M.J. (2008). Measuring the effects of business intelligence systems: The relationship between business process and organizational performance. International Journal of Accounting Information Systems, 9(3), 135–153. https://doi.org/10.1016/j.accinf.2008.03.001
  • Elgendy, N., Elragal, A., & Päivärinta, T. (2022). DECAS: A modern data-driven decision theory for big data and analytics. Journal of Decision Systems, 31(4), 337–373. https://doi.org/10.1080/12460125.2021.1894674
  • Gaardboe, R., Sandalgaard, N., & Nyvang, T. (2017). An assessment of business intelligence in public hospitals. International Journal of Information Systems & Project Management, 5(4), 5–18. https://doi.org/10.12821/ijispm050401
  • Gartner. (2020). Market Share: Analytics and Business Intelligence, Worldwide, 2019. Gartner Research. https://www.gartner.com/en/documents/3985421/market-share-analytics-and-business-intelligence-worldwi
  • Gonzales, R., & Wareham, J. (2019). Analysing the impact of a business intelligence system and new conceptualizations of system use. Journal of Economics, Finance and Administrative Science, 24(48), 345–368. https://doi.org/10.1108/JEFAS-05-2018-0052
  • Hair, J.F., Black, W.C., Babin, B.J., Anderson, R.E., & Tatham, R.L. (2009). Análise multivariada de dados (6th ed.). Bookman.
  • Hair, J.F., Hult, G.T.M., Ringle, C.M., & Sarstedt, M. (2013). A Primer on Partial Least Squares Structural Equation Modeling. In Long Range Planning. https://doi.org/10.1016/j.lrp.2013.01.002
  • Hannula, M., & Pirttimäki, V. (2003). Business intelligence empirical study on the top 50 Finnish companies. Journal of American Academy of Business, 2(2), 593–599. http://www.umsl.edu/~lacitym/bi1.pdf
  • Henseler, J. (2021). Review of Composite-based Structural Equation Modeling: Analyzing Latent and Emergent Variables (1st ed.). The Guilford Press.
  • Işık, Ö., Jones, M.C., & Sidorova, A. (2013). Business intelligence success: The roles of BI capabilities and decision environments. Information & Management, 50(1), 13–23. https://doi.org/10.1016/j.im.2012.12.001
  • Ives, B., Olson, M.H., & Baroudi, J.J. (1983). The measurement of satisfaction user lnformation. Communications of the ACM, 26(10), 785–793. https://doi.org/10.1145/358413.358430
  • Jaradat, Z., Al-Dmour, A., Alshurafat, H., Al-Hazaima, H., & Al Shbail, M.O. (2022). Factors influencing business intelligence adoption: Evidence from Jordan. Journal of Decision Systems, 1–21. https://doi.org/10.1080/12460125.2022.2094531
  • Jewer, J., & Compeau, D.R. (2021). Understanding information systems success: A hybrid view. European Journal of Information Systems, 31(5), 577–596. https://doi.org/10.1080/0960085X.2021.1890529
  • Kulkarni, U.R., Robles-Flores, J.A., & Popovič, A. (2017). Business intelligence capability: The effect of top management and the mediating roles of user participation and analytical decision making orientation. Journal of the Association for Information Systems, 18(7), 516–541. https://doi.org/10.17705/1jais.00462
  • Lawton, G. (2006). Making business intelligence more useful. Computer, 39(9), 14–16. https://doi.org/10.1109/MC.2006.318
  • Lee, Y., Strong, D., Kahn, B., & Wang, R. (2002). AIMQ: A methodology for information quality assessment. Information & Management, 40(2), 133–146. https://doi.org/10.1016/S0378-7206(02)00043-5
  • Lennerholt, C., Laere, J.V., & Söderström, E. (2022). Success factors for managing the SSBI challenges of the AQUIRE framework. Journal of Decision Systems, 1–22. https://doi.org/10.1080/12460125.2022.2057006
  • Lennerholt, C., Van Laere, J., & Söderström, E. (2021). User-related challenges of self-service business intelligence. Information Systems Management, 38(4), 309–323. https://doi.org/10.1080/10580530.2020.1814458
  • Mehta, N., Chauhan, S., & Kaur, I. (2021). Extending the story of is success: A meta-analytic investigation of contingency factors at individual and organisational levels. European Journal of Information Systems, 31(5), 617–640. https://doi.org/10.1080/0960085X.2021.1907233
  • Mithas, S., Ramasubbu, N., & Sambamurthy, V. (2011). How information management capability influences firm performance. Mis Quarterly, 35(1), 1–15. https://doi.org/10.2307/23043496
  • Nelson, R., Todd, P., & Wixom, B. (2005). Antecedents of information and system quality: An empirical examination within the context of data warehousing. Journal of Management Information Systems, 21(4), 199–235. https://doi.org/10.1080/07421222.2005.11045823
  • Olszak, C.M., Zurada, J., & Cetindamar, D. (2021). Business intelligence & big data for innovative and sustainable development of organizations. Information Systems Management, 38(4), 268–269. https://doi.org/10.1080/10580530.2021.1971021
  • Passlick, J., Guhr, N., Lebek, B., & Breitner, M.H. (2020). Encouraging the use of self-service business intelligence–an examination of employee-related influencing factors. Journal of Decision Systems, 29(1), 1–26. https://doi.org/10.1080/12460125.2020.1739884
  • Petter, S., DeLone, W., & McLean, E. (2008). Measuring information systems success: Models, dimensions, measures, and interrelationships. European Journal of Information Systems, 17(3), 236–263. https://doi.org/10.1057/ejis.2008.15
  • Petter, S., DeLone, W., & McLean, E.R. (2013). Information Systems Success: The Quest for the Independent Variables. Journal of Management Information Systems, 29(4), 7–62. https://doi.org/10.2753/MIS0742-1222290401
  • Phillips-Wren, G., Daly, M., & Burstein, F. (2021). Reconciling business intelligence, analytics and decision support systems: More data, deeper insight. Decision Support Systems, 146, 113560. https://doi.org/10.1016/j.dss.2021.113560
  • Popovič, A., Coelho, P.S., & Jaklič, J. (2009). The impact of business intelligence system maturity on information quality. Information Research, 14(4). http://papers.ssrn.com/sol3/papers.cfm?abstract_id=1625573
  • Popovič, A., Hackney, R., Coelho, P.S., & Jaklič, J. (2012). Towards business intelligence systems success: Effects of maturity and culture on analytical decision making. Decision Support Systems, 54(1), 729–739. https://doi.org/10.1016/j.dss.2012.08.017
  • Rai, A., Lang, S.S., & Welker, R.B. (2002). Assessing the validity of is success models: An empirical test and theoretical analysis. Information Systems Research, 13(1), 50–69. https://doi.org/10.1287/isre.13.1.50.96
  • Ranjan, J., & Foropon, C. (2021). Big data analytics in building the competitive intelligence of organizations. International Journal of Information Management, 56, 102231. https://doi.org/10.1016/j.ijinfomgt.2020.102231
  • Seddon, P.B. (1997). A respecification and extension of the Delone and McLean model of is success. Information Systems Research, 8(3), 240–253. https://doi.org/10.1287/isre.8.3.240
  • Song, Y., Arnott, D., & Gao, S. (2020). Graduate students as surrogates for managers in business intelligence and analytics research: A preliminary study. Journal of Decision Systems, 31(3), 280–304. https://doi.org/10.1080/12460125.2020.1838037
  • Torres, R., & Sidorova, A. (2019). Reconceptualizing information quality as effective use in the context of business intelligence and analytics. International Journal of Information Management, 49, 316–329. https://doi.org/10.1016/j.ijinfomgt.2019.05.028
  • Trieu, V.-H., Burton-Jones, A., Green, P., & Cockcroft, S. (2022). Applying and extending the theory of effective use in a business intelligence context. MIS Quarterly, 46(1), 645–678. https://doi.org/10.25300/MISQ/2022/14880
  • Tseng, T.H., Wang, Y.S., & Tsai, Y.C. (2021). Applying an AHP Technique for developing a website model of third-party booking system. Journal of Hospitality and Tourism Research, 45(8), 1440–1463. https://doi.org/10.1177/1096348020986986
  • Visinescu, L.L., Jones, M.C., & Sidorova, A. (2017). Improving decision quality: The role of business intelligence. Journal of Computer Information Systems, 57(1), 58–66. https://doi.org/10.1080/08874417.2016.1181494
  • Watson, H., & Wixom, B. (2007). Enterprise agility and mature BI capabilities. Business Intelligence Journal, 12(3), 4–7.
  • Wixom, B.H., & Todd, P.A. (2005). A theoretical integration of user satisfaction and technology acceptance. Information Systems Research, 16(1), 85–102. https://doi.org/10.1287/isre.1050.0042
  • Wixom, B., & Watson, H. (2001). An empirical investigation of the factors affecting data warehousing success. MIS Quarterly, 25(1), 17–41. https://doi.org/10.2307/3250957
  • Wixom, B.H., Watson, H.J., & Werner, T. (2011). Developing an enterprise business intelligence capability: The Northern Southern journey. MIS Quarterly, 10(2), 61–72.
  • Yan, M., Filieri, R., & Gorton, M. (2021). Continuance intention of online technologies: A systematic literature review. In International Journal of Information Management (Vol. 58). Elsevier Ltd. https://doi.org/10.1016/j.ijinfomgt.2021.102315
  • Yeoh, W., & Koronios, A. (2010). Critical success factors for business intelligence systems. Journal of Computer Information Systems, 50(3), 23–32. https://doi.org/10.1504/IJICBM.2009.025276

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