{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,28]],"date-time":"2026-05-28T01:06:43Z","timestamp":1779930403822,"version":"3.53.1"},"reference-count":64,"publisher":"Informa UK Limited","issue":"1","content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Information Systems Management"],"published-print":{"date-parts":[[2018,1,2]]},"DOI":"10.1080\/10580530.2017.1416948","type":"journal-article","created":{"date-parts":[[2017,12,15]],"date-time":"2017-12-15T21:03:38Z","timestamp":1513371818000},"page":"62-77","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":30,"title":["Business analytics maturity of firms: an examination of the relationships between managerial perception of IT, business analytics maturity and success"],"prefix":"10.1080","volume":"35","author":[{"given":"Leida","family":"Chen","sequence":"first","affiliation":[{"name":"Orfalea College of Business, California Polytechnic State University, San Luis Obispo, CA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ravi","family":"Nath","sequence":"additional","affiliation":[{"name":"Heider College of Business, Creighton University, Omaha, NE, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"301","published-online":{"date-parts":[[2018,1,11]]},"reference":[{"key":"e_1_3_1_2_1","doi-asserted-by":"publisher","DOI":"10.1177\/014920639101700108"},{"key":"e_1_3_1_3_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12599-009-0044-5"},{"key":"e_1_3_1_4_1","doi-asserted-by":"publisher","DOI":"10.2307\/248710"},{"key":"e_1_3_1_5_1","doi-asserted-by":"publisher","DOI":"10.1147\/sj.321.0162"},{"key":"e_1_3_1_6_1","volume-title":"Testing structural equation models","author":"Browne M. W.","year":"1993","unstructured":"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\u2013162). Newbury Park, CA: Sage."},{"key":"e_1_3_1_7_1","unstructured":"Busch E. A. Jarvenpaa S. L. Tractinsky M. & Glick W. H. (1991). External versus internal perspectives in determining a firm\u2019s progressive use of information technology. In Proceedings of the Twelfth International Conference on Information Systems pp. 239\u2013250 New York City New York."},{"key":"e_1_3_1_8_1","volume-title":"Measuring organizational maturity in predictive analytics: The first step to enabling the vision","author":"Capgemini","year":"2012","unstructured":"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"},{"key":"e_1_3_1_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2013.10.012"},{"key":"e_1_3_1_10_1","doi-asserted-by":"publisher","DOI":"10.2307\/41703503"},{"key":"e_1_3_1_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.im.2009.09.003"},{"key":"e_1_3_1_12_1","doi-asserted-by":"publisher","DOI":"10.2307\/3150876"},{"key":"e_1_3_1_13_1","volume-title":"Computer based information systems for management: A survey","author":"Churchill N. C.","year":"1969","unstructured":"Churchill, N. C., Kempster, J. H., & Uretsky, M. (1969). Computer based information systems for management: A survey. New York, NY: National Association of Accountants."},{"key":"e_1_3_1_14_1","unstructured":"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\u201311 Deakin University Geelong Victoria."},{"key":"e_1_3_1_15_1","volume-title":"Competing on analytics: The new science of winning","author":"Davenport T. H.","year":"2007","unstructured":"Davenport, T. H., & Harris, J. G. (2007). Competing on analytics: The new science of winning. Boston, MA: Harvard Business School Press."},{"key":"e_1_3_1_16_1","unstructured":"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\/"},{"key":"e_1_3_1_17_1","volume-title":"Whitepaper from the data warehousing institute","author":"Eckerson W.","year":"2009","unstructured":"Eckerson, W. (2009). TDWI\u2019s business intelligence maturity model. In Whitepaper from the data warehousing institute. Retrieved from https:\/\/pdfs.semanticscholar.org\/6362\/d0b523ae7097a37ecdcc17daaf54eff61774.pdf"},{"key":"e_1_3_1_18_1","doi-asserted-by":"publisher","DOI":"10.4018\/IJDSST"},{"key":"e_1_3_1_19_1","volume-title":"Multivariate data analysis with readings","author":"Hair J. F.","year":"1998","unstructured":"Hair, J. F., Anderson, R. E., Tatham, R. L., & Black, W. C. (1998). Multivariate data analysis with readings. Englewood-Cliffs, NJ: Prentice-Hall."},{"key":"e_1_3_1_20_1","unstructured":"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"},{"issue":"1","key":"e_1_3_1_21_1","first-page":"34","article-title":"7 pillars for successful analytics implementation: A leader\u2019s guide to incorporating big data across the organization","volume":"25","author":"Harriott J.","year":"2013","unstructured":"Harriott, J. (2013). 7 pillars for successful analytics implementation: A leader\u2019s guide to incorporating big data across the organization. Marketing Insights, 25(1), 34\u201341.","journal-title":"Marketing Insights"},{"key":"e_1_3_1_22_1","doi-asserted-by":"publisher","DOI":"10.2307\/249645"},{"key":"e_1_3_1_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2014.05.013"},{"key":"e_1_3_1_24_1","unstructured":"Informs. (2013). Getting started with analytics: Analytics success stories. Informs Online. Retrieved October 2016 from Informs Online Web site http:\/\/www.informs.org"},{"key":"e_1_3_1_25_1","doi-asserted-by":"publisher","DOI":"10.2307\/249382"},{"key":"e_1_3_1_26_1","volume-title":"LISREL 7: User\u2019s reference guide","author":"Joreskog K. G.","year":"1989","unstructured":"Joreskog, K. G., & Sorbom, D. (1989). LISREL 7: User\u2019s reference guide. Chicago, IL: Scientific Software, Inc."},{"key":"e_1_3_1_27_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF02291575"},{"key":"e_1_3_1_28_1","unstructured":"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"},{"key":"e_1_3_1_29_1","doi-asserted-by":"crossref","unstructured":"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.","DOI":"10.1109\/HICSS.2011.90"},{"issue":"2","key":"e_1_3_1_30_1","first-page":"21","article-title":"Big data, analytics and the path from insights to value","volume":"52","author":"LaVall S.","year":"2011","unstructured":"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\u201332.","journal-title":"MIT Sloan Management Review"},{"issue":"14","key":"e_1_3_1_31_1","first-page":"1","article-title":"Assessing business-IT alignment maturity","volume":"4","author":"Luftman L. N.","year":"2000","unstructured":"Luftman, L. N. (2000). Assessing business-IT alignment maturity. Communications of the Association of Information Systems, 4(14), 1\u201350.","journal-title":"Communications of the Association of Information Systems"},{"key":"e_1_3_1_32_1","doi-asserted-by":"publisher","DOI":"10.19030\/rbis.v15i4.6008"},{"issue":"1","key":"e_1_3_1_33_1","first-page":"145","article-title":"Information archipelago \u2013 plotting a course","volume":"61","author":"McFarlan F. W.","year":"1983","unstructured":"McFarlan, F. W., McKenney, J. L., & Pyburn, P. (1983). Information archipelago \u2013 plotting a course. Harvard Business Review, 61(1), 145\u2013156.","journal-title":"Harvard Business Review"},{"issue":"2","key":"e_1_3_1_34_1","first-page":"4","article-title":"Thoughts about the fifth stage","volume":"7","author":"Nolan R. L.","year":"1975","unstructured":"Nolan, R. L. (1975). Thoughts about the fifth stage. Database, 7(2), 4\u201310.","journal-title":"Database"},{"key":"e_1_3_1_35_1","volume-title":"SPSS base systems user\u2019s guide","author":"Norusis M. J.","year":"1990","unstructured":"Norusis, M. J. (1990). SPSS base systems user\u2019s guide. Chicago, Illinois: SPSS Inc."},{"key":"e_1_3_1_36_1","doi-asserted-by":"publisher","DOI":"10.1080\/10580530.2016.1155946"},{"key":"e_1_3_1_37_1","doi-asserted-by":"publisher","DOI":"10.1093\/sf\/52.2.268"},{"key":"e_1_3_1_38_1","doi-asserted-by":"publisher","DOI":"10.1037\/0021-9010.88.5.879"},{"issue":"4","key":"e_1_3_1_39_1","article-title":"The impact of business intelligence system maturity on information quality","volume":"14","author":"Popovic A.","year":"2009","unstructured":"Popovic, A., Coelho, P. S., & Jaklic, J. (2009). The impact of business intelligence system maturity on information quality. Information Research, 14(4). paper 417.","journal-title":"Information Research"},{"key":"e_1_3_1_40_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2012.08.017"},{"issue":"4","key":"e_1_3_1_41_1","first-page":"227","article-title":"Information system maturity and the hospitality enterprise performance","volume":"13","author":"Pranicevic D. G.","year":"2011","unstructured":"Pranicevic, D. G., Alfirevic, N., & Stemberger, M. I. (2011). Information system maturity and the hospitality enterprise performance. Economic and Business Review, 13(4), 227\u2013249.","journal-title":"Economic and Business Review"},{"issue":"1","key":"e_1_3_1_42_1","first-page":"47","article-title":"Overview of business intelligence maturity models","volume":"15","author":"Rajteric I. H.","year":"2010","unstructured":"Rajteric, I. H. (2010). Overview of business intelligence maturity models. International Journal of Human Science, 15(1), 47\u201367.","journal-title":"International Journal of Human Science"},{"issue":"3","key":"e_1_3_1_43_1","first-page":"62","article-title":"Minding the analytics gap","volume":"56","author":"Ransbotham S.","year":"2015","unstructured":"Ransbotham, S., Kiron, D., & Prentice, P. K. (2015). Minding the analytics gap. MIT Sloan Management Review, 56(3), 62\u201368.","journal-title":"MIT Sloan Management Review"},{"key":"e_1_3_1_44_1","volume-title":"Summarizing the differences between business intelligence and advanced analytics","author":"RapidMiner","year":"2016","unstructured":"RapidMiner. (2016). Summarizing the differences between business intelligence and advanced analytics. Author. Retrieved October, 2016, from RapidMiner Web site http:\/\/rapidminer.com"},{"key":"e_1_3_1_45_1","unstructured":"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"},{"key":"e_1_3_1_46_1","doi-asserted-by":"publisher","DOI":"10.1145\/1139922.1139951"},{"key":"e_1_3_1_47_1","doi-asserted-by":"publisher","DOI":"10.2307\/20721429"},{"key":"e_1_3_1_48_1","doi-asserted-by":"publisher","DOI":"10.2307\/249590"},{"key":"e_1_3_1_49_1","doi-asserted-by":"publisher","DOI":"10.1057\/ejis.2014.17"},{"key":"e_1_3_1_50_1","doi-asserted-by":"publisher","DOI":"10.2307\/30036548"},{"key":"e_1_3_1_51_1","doi-asserted-by":"publisher","DOI":"10.4018\/IRMJ"},{"key":"e_1_3_1_52_1","volume-title":"Applied multivariate statistics for the social sciences","author":"Stevens J.","year":"1986","unstructured":"Stevens, J. (1986). Applied multivariate statistics for the social sciences. Hillsdale, NJ: Lawrence Erlbaum Associates."},{"key":"e_1_3_1_53_1","first-page":"Article 45","article-title":"The development and application of a process-oriented \u201cthermometer\u201d of it business value","volume":"17","author":"Tallon P. P.","year":"2006","unstructured":"Tallon, P. P., & Kraemer, K. L. (2006). The development and application of a process-oriented \u201cthermometer\u201d of it business value. Communications of AIS, 17, Article 45.","journal-title":"Communications of AIS"},{"key":"e_1_3_1_54_1","doi-asserted-by":"publisher","DOI":"10.2753\/MIS0742-1222240101"},{"key":"e_1_3_1_55_1","doi-asserted-by":"publisher","DOI":"10.1080\/07421222.2000.11518269"},{"key":"e_1_3_1_56_1","doi-asserted-by":"publisher","DOI":"10.5171\/2011.417812"},{"key":"e_1_3_1_57_1","doi-asserted-by":"publisher","DOI":"10.1002\/(ISSN)1097-0266"},{"key":"e_1_3_1_58_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2010.03.007"},{"key":"e_1_3_1_59_1","volume-title":"IDC maturityscape: Big data and analytics \u2013 A guide to unlocking information assets","author":"Vesset D.","year":"2013","unstructured":"Vesset, D., Versace, M., Girard, G., O\u2019Brien, A., Burghard, C., Feblowitz, J., \u2026 Ellis, S. (2013). IDC maturityscape: Big data and analytics \u2013 A guide to unlocking information assets. IDC Research."},{"key":"e_1_3_1_60_1","doi-asserted-by":"publisher","DOI":"10.1080\/14639220701635470"},{"key":"e_1_3_1_61_1","doi-asserted-by":"publisher","DOI":"10.1201\/1078\/43196.18.3.20010601\/31289.6"},{"key":"e_1_3_1_62_1","volume-title":"Sensemaking in organizations","author":"Weick K. F.","year":"1995","unstructured":"Weick, K. F. (1995). Sensemaking in organizations. Thousand Oaks, CA: Sage."},{"key":"e_1_3_1_63_1","doi-asserted-by":"publisher","DOI":"10.1016\/0378-7206(90)90056-N"},{"key":"e_1_3_1_64_1","doi-asserted-by":"publisher","DOI":"10.1057\/ejis.2011.52"},{"key":"e_1_3_1_65_1","unstructured":"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\u20131710). Retrieved from http:\/\/csrc.lse.ac.uk\/asp\/aspecis\/20060147.pdf."}],"container-title":["Information Systems Management"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/10580530.2017.1416948","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,10]],"date-time":"2025-04-10T09:24:24Z","timestamp":1744277064000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/10580530.2017.1416948"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,1,2]]},"references-count":64,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2018,1,2]]}},"alternative-id":["10.1080\/10580530.2017.1416948"],"URL":"https:\/\/doi.org\/10.1080\/10580530.2017.1416948","relation":{},"ISSN":["1058-0530","1934-8703"],"issn-type":[{"value":"1058-0530","type":"print"},{"value":"1934-8703","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,1,2]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=uism20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=uism20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2018-01-11","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}