IDEAS home Printed from https://ideas.repec.org/a/spr/infosf/v10y2008i3d10.1007_s10796-008-9077-4.html
   My bibliography  Save this article

An approach for incorporating quality-based cost–benefit analysis in data warehouse design

Author

Listed:
  • Lila Rao

    (University of the West Indies at Mona)

  • Kweku-Muata Osei-Bryson

    (Virginia Commonwealth University)

Abstract

Data are considered to be important organizational assets because of their assumed value, including their potential to improve the organizational decision-making processes. Such potential value, however, comes with various costs, including those of acquiring, storing, securing and maintaining the given assets at appropriate quality levels. Clearly, if these costs outweigh the value that results from using the data, it would be counterproductive to acquire, store, secure and maintain the data. Thus cost–benefit assessment is particularly important in data warehouse (DW) development; yet very few techniques are available for determining the value that the organization will derive from storing a particular data table and hence determining which data set should be loaded in the DW. This research seeks to address the issue of identifying the set of data with the potential for producing the greatest net value for the organization by offering a model that can be used to perform a cost–benefit analysis on the decision support views that the warehouse can support and by providing techniques for estimating the parameters necessary for this model.

Suggested Citation

  • Lila Rao & Kweku-Muata Osei-Bryson, 2008. "An approach for incorporating quality-based cost–benefit analysis in data warehouse design," Information Systems Frontiers, Springer, vol. 10(3), pages 361-373, July.
    • Handle: RePEc:spr:infosf:v:10:y:2008:i:3:d:10.1007_s10796-008-9077-4
    DOI: 10.1007/s10796-008-9077-4
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10796-008-9077-4
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s10796-008-9077-4?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Osei-Bryson, Kweku-Muata & Ngwenyama, Ojelanki K., 2006. "Managing risks in information systems outsourcing: An approach to analyzing outsourcing risks and structuring incentive contracts," European Journal of Operational Research, Elsevier, vol. 174(1), pages 245-264, October.
    2. Jarke, M. & Jeusfeld, M.A. & Quix, C. & Vassiliadis, P., 1999. "Architecture and quality in data warehouses - An extended repository approach," Other publications TiSEM 4daa92ac-0bc2-42c2-bd6b-7, Tilburg University, School of Economics and Management.
    3. Kalfus, Orly & Ronen, Boaz & Spiegler, Israel, 2004. "A selective data retention approach in massive databases," Omega, Elsevier, vol. 32(2), pages 87-95, April.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Chulhwan Chris Bang, 2015. "Information systems frontiers: Keyword analysis and classification," Information Systems Frontiers, Springer, vol. 17(1), pages 217-237, February.
    2. Naiqiao Du & Xiaojun Ye & Jianmin Wang, 2014. "A schema aware ETL workflow generator," Information Systems Frontiers, Springer, vol. 16(3), pages 453-471, July.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Aloini, Davide & Dulmin, Riccardo & Mininno, Valeria, 2012. "Modelling and assessing ERP project risks: A Petri Net approach," European Journal of Operational Research, Elsevier, vol. 220(2), pages 484-495.
    2. Williams, Christopher & Durst, Susanne, 2019. "Exploring the transition phase in offshore outsourcing: Decision making amidst knowledge at risk," Journal of Business Research, Elsevier, vol. 103(C), pages 460-471.
    3. Ezekiel Leo & Quang “Neo” Bui & Olayele Adelakun, 2022. "Outsourcing for Sustainable Performance: Insights from Two Studies on Achieving Innovation through Information Technology and Business Process Outsourcing," Sustainability, MDPI, vol. 14(4), pages 1-16, February.
    4. Morgan, Horatio M. & Ngwenyama, Ojelanki, 2015. "Real options, learning cost and timing software upgrades: Towards an integrative model for enterprise software upgrade decision analysis," International Journal of Production Economics, Elsevier, vol. 168(C), pages 211-223.
    5. Kerkhove, L.-P. & Vanhoucke, M., 2017. "A parallel multi-objective scatter search for optimising incentive contract design in projects," European Journal of Operational Research, Elsevier, vol. 261(3), pages 1066-1084.
    6. Tjader, Youxu & May, Jerrold H. & Shang, Jennifer & Vargas, Luis G. & Gao, Ning, 2014. "Firm-level outsourcing decision making: A balanced scorecard-based analytic network process model," International Journal of Production Economics, Elsevier, vol. 147(PC), pages 614-623.
    7. Lim, Wei Shi & Tan, Soo Jiuan, 2010. "Outsourcing suppliers as downstream competitors: Biting the hand that feeds," European Journal of Operational Research, Elsevier, vol. 203(2), pages 360-369, June.
    8. Li, Shanling & Wang, Letian, 2010. "Outsourcing and capacity planning in an uncertain global environment," European Journal of Operational Research, Elsevier, vol. 207(1), pages 131-141, November.
    9. Modak, Mousumi & Ghosh, Kunal Kanti & Pathak, Khanindra, 2019. "A BSC-ANP approach to organizational outsourcing decision support-A case study," Journal of Business Research, Elsevier, vol. 103(C), pages 432-447.
    10. Gunasekaran, Angappa & Irani, Zahir & Choy, King-Lun & Filippi, Lionel & Papadopoulos, Thanos, 2015. "Performance measures and metrics in outsourcing decisions: A review for research and applications," International Journal of Production Economics, Elsevier, vol. 161(C), pages 153-166.
    11. Tjader, Youxu Cai & Shang, Jennifer S. & Vargas, Luis G., 2010. "Offshore outsourcing decision making: A policy-maker's perspective," European Journal of Operational Research, Elsevier, vol. 207(1), pages 434-444, November.
    12. Gunasekaran, Angappa & Ngai, Eric W.T., 2012. "The future of operations management: An outlook and analysis," International Journal of Production Economics, Elsevier, vol. 135(2), pages 687-701.
    13. John Effah & Ibrahim Osman Adam, 2022. "Examining Client-Vendor Relationship in the Outsourcing of a Work Environment Virtualisation: An Activity Theory Perspective," Information Systems Frontiers, Springer, vol. 24(5), pages 1585-1599, October.
    14. Jeusfeld, M.A. & Quix, C. & Jarke, M., 2011. "ConceptBase.cc User Manual Version 7.3," Other publications TiSEM dc65c853-c473-45ec-a7a9-c, Tilburg University, School of Economics and Management.
    15. Benaroch, Michel & Webster, Scott & Kazaz, Burak, 2012. "Impact of sourcing flexibility on the outsourcing of services under demand uncertainty," European Journal of Operational Research, Elsevier, vol. 219(2), pages 272-283.
    16. Ni, Debing & Li, Kevin W. & Tang, Xiaowo, 2009. "Production costs, scope economies, and multi-client outsourcing under quantity competition," International Journal of Production Economics, Elsevier, vol. 121(1), pages 130-140, September.
    17. Mehmet N. Aydin & Mark E. Bakker, 2008. "Analyzing IT maintenance outsourcing decision from a knowledge management perspective," Information Systems Frontiers, Springer, vol. 10(3), pages 293-305, July.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:infosf:v:10:y:2008:i:3:d:10.1007_s10796-008-9077-4. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.