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Data Governance Support for Business Intelligence in Higher Education: A Systematic Literature Review

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Emerging Trends in Intelligent Computing and Informatics (IRICT 2019)

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 1073))

Abstract

Business Intelligence (BI) is important for achieving effective decision-making in higher education. This study, however, advocated the need to support BI with data governance in higher education. The systematic literature review was conducted using a qualitative approach. The study cover 2005–2019. A total of 483 papers were retrieved and after exclusion and inclusion criteria, two hundred and three were removed due to lack of relevance. Some of the removed papers were those written in other languages other than the English language. Finally, one hundred and eighty were analyzed for this study. Some of those sources used for the study include Scopus, Springer, science direct, IEEE explore, Web of science. The results were arranged under word cloud, word frequency, Year-source by attribute, matrix coding by methodology, business intelligence, and its benefits, critical success factor, data governance, and its benefits, an overview of higher education and need to support business intelligence with data governance. The study provides information to higher education business intelligence experts on the need to support their BI with data governance.

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References

  1. Yilmaz, Y.: Higher Education Institutions in Thailand and Malaysia - Can They Deliver? pp. 1–54 (2010)

    Google Scholar 

  2. Muntean, M., Bologa, A.R., Bologa, R., Florea, A.: Business intelligence systems in support of university strategy. In: Proceedings of WSEAS/IASME International Conference Education Technology, pp. 118–123 (2011)

    Google Scholar 

  3. Kabakchieva, D.: Business intelligence systems for analyzing university students data. Cybern. Inf. Technol. 15, 104–115 (2015)

    Google Scholar 

  4. Scholtz, B., Calitz, A., Haupt, R.: A business intelligence framework for sustainability information management in higher education. Int. J. Sustain. High. Educ. 19, 266–290 (2018)

    Article  Google Scholar 

  5. Riggins, F.J., Klamm, B.K.: Data governance case at KrauseMcMahon LLP in an era of self-service BI and Big Data. J. Account. Educ. 38, 23–36 (2017)

    Article  Google Scholar 

  6. Combita Niño, H.A., Cómbita Niño, J.P., Morales Ortega, R.: Business intelligence governance framework in a university: Universidad de la Costa case study. Int. J. Inf. Manag. 1 (2018). https://doi.org/10.1016/j.ijinfomgt.2018.11.012

  7. Anjariny, A.H., Zeki, A.M., Hussin, H.: Assessing organizations readiness toward business intelligence systems: a proposed hypothesized model. In: Proceedings of 2012 International Conference on Advanced Computer Science Applications and Technologies (ACSAT), pp. 213–218 (2013). https://doi.org/10.1109/acsat.2012.57

  8. Ong, I., Siew, P., Wong, S.: A five-layered business intelligence architecture. Commun. IBIMA 2011, 1–11 (2011)

    Article  Google Scholar 

  9. Clavier, P.R., Lotriet, H.H., Van Loggerenberg, J.J.: Towards a ‘BI value coin’: applying service research to address business intelligence challenges. In: Proceedings of Annual Hawaii International Conference on System Science, pp. 1324–1333 (2014). https://doi.org/10.1109/hicss.2014.170

  10. Mohamadina, A.A., Ghazali, M.R.B., Ibrahim, M.R.B., Harbawi, M.A.: Business intelligence: concepts, issues and current systems. In: 2012 International Conference on Advanced Computer Science Application Technology, pp. 234–237 (2012). https://doi.org/10.1109/acsat.2012.94

  11. Wieder, B., Ossimitz, M.: The impact of business intelligence on the quality of decision making – a mediation model. Procedia Comput. Sci. 64, 1163–1171 (2015)

    Article  Google Scholar 

  12. Yeoh, W., Koronios, A.: Critical success factors for business intelligence systems. J. Comput. Inf. Syst. 50, 23–32 (2010)

    Google Scholar 

  13. Guster, D., Brown, C.G.: The application of business intelligence to higher education: technical and managerial perspectives. J. Inf. Technol. Manag. XXIII, 42–62 (2012)

    Google Scholar 

  14. Otto, B., Weber, K.: Data Governance. Daten- und Informationsqualität 269–286 (2015). https://doi.org/10.1007/978-3-658-09214-6_16

  15. Cardoso, E.: The current status of business intelligence initiatives in European Higher Education Institutions, pp. 1–2 (2014)

    Google Scholar 

  16. Jusoh, J.A., Endot, N., Hamid, N.A., Bongsu, R.H.R., Muda, R.: Conceptual framework of business intelligence analysis in academic environment using BIRT. In: International Conference on Informatics Application (ICIA 2012), Social Digital Information Wireless Communication, pp. 390–396 (2012)

    Google Scholar 

  17. Nofal, M.I., Yusof, Z.M.: Integration of business intelligence and enterprise resource planning within organizations. Procedia Technol. 11, 658–665 (2013)

    Article  Google Scholar 

  18. Tutunea, M.F., Rus, R.V.: Business intelligence solutions for SME’s. Procedia Econ. Financ. 3, 865–870 (2012)

    Article  Google Scholar 

  19. Hočevar, B., Jaklič, J.: Assessing benefits of business intelligence systems – a case study. Management 15, 87–119 (2010)

    Google Scholar 

  20. Hawking, P., Sellitto, C.: Critical success factors of business intelligence (BI) in an ERP systems environment. In: Proceedings of Conference on Research Practise Issues Enterprise Information System (2010)

    Google Scholar 

  21. Morien, D., Mungree, D., Rudra, A.: A framework for understanding the critical success factors of enterprise business intelligence implementation. In: Proceedings of Nineteenth American Conference on Information Systems, pp. 1–9 (2013)

    Google Scholar 

  22. Winterberry Group: The New Rules of the Road: Marketing Data Governance in the Era of “Big Data”, p. 27 (2013)

    Google Scholar 

  23. Thomas, G.: How to use the DGI data governance framework to configure your program. Data Governance Institute, p. 17 (2009)

    Google Scholar 

  24. Cheong, L.K., Chang, V.: The need for data governance: a case study. In: 18th Australasian Conference on Information Systems, pp. 999–1008 (2007)

    Google Scholar 

  25. Devlin, B.: BI data governance the secret of successful business decision making, pp. 1–11 (2017)

    Google Scholar 

  26. Oracle Data Quality Solutions: Data Governance with Oracle (2015)

    Google Scholar 

  27. Guster, D., Brown, C.: The application of business intelligence to higher education: technical and managerial perspectives. J. Inf. Technol. Manag. 23, 42–62 (2012)

    Google Scholar 

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Authors and Affiliations

  1. School of Computing, Universiti Teknologi Malaysia, 81310, Johor Bahru, Johor, Malaysia

    Soliudeen Muhammed Jamiu

  2. Azman Hashim International Business School, Universiti Teknologi Malaysia, 81310, Johor Bahru, Johor, Malaysia

    Norris Syed Abdullah, Suraya Miskon & Nazmona Mat Ali

Authors
  1. Soliudeen Muhammed Jamiu
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  2. Norris Syed Abdullah
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  3. Suraya Miskon
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  4. Nazmona Mat Ali
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Corresponding authors

Correspondence to Soliudeen Muhammed Jamiu , Norris Syed Abdullah , Suraya Miskon or Nazmona Mat Ali .

Editor information

Editors and Affiliations

  1. College of Computer Science and Engineering, Taibah University, Medina, Saudi Arabia

    Faisal Saeed

  2. School of Computing, Universiti Utara Malaysia (UUM), Sintok, Kedah Darul Aman, Malaysia

    Fathey Mohammed

  3. Management of Information Systems Department College of Business Administration, Taibah University, Yanbu, Saudi Arabia

    Nadhmi Gazem

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Jamiu, S.M., Abdullah, N.S., Miskon, S., Ali, N.M. (2020). Data Governance Support for Business Intelligence in Higher Education: A Systematic Literature Review. In: Saeed, F., Mohammed, F., Gazem, N. (eds) Emerging Trends in Intelligent Computing and Informatics. IRICT 2019. Advances in Intelligent Systems and Computing, vol 1073. Springer, Cham. https://doi.org/10.1007/978-3-030-33582-3_4

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