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Implementation of New Hybrid AHP–TOPSIS-2N Method in Sorting and Prioritizing of an it CAPEX Project Portfolio

Author

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  • Leandro Peçanha De Souza

    (Engenharia de Produção, UFF — Universidade Federal Fluminense, Niterói 24210, Brazil)

  • Carlos Francisco Simões Gomes

    (Engenharia de Produção, UFF — Universidade Federal Fluminense, Niterói 24210, Brazil)

  • Alexandre Pinheiro De Barros

    (Engenharia de Produção, UFF — Universidade Federal Fluminense, Niterói 24210, Brazil)

Abstract

The purpose of this paper is to analyze the results obtained by the information technology (IT) governance committee (ITGC) of a company undergoing a strategic realignment in the sorting and prioritizing of its portfolio of IT investment projects (CAPEX). The establishment of committees is one of the best practices in corporate governance, and it is often associated with the sorting and prioritizing of project alternatives, a problem typical of multicriteria decision-making (MCDM) and multicriteria decision analysis (MCDA). One of the aids to resolve this problem was the development of a methodology in steps, and a new hybrid multicriteria method consists of the analytic hierarchy process (AHP) and technique for order of preference by similarity to ideal solution-2 normalization (TOPSIS-2N) techniques. The application of the hybrid AHP–TOPSIS-2N model proved to be consistent and robust, generating two priority sorting possibilities aligned with the strategic situation of the organization and a range of improvements in terms of governance and processes for the ITGC of the company.

Suggested Citation

  • Leandro Peçanha De Souza & Carlos Francisco Simões Gomes & Alexandre Pinheiro De Barros, 2018. "Implementation of New Hybrid AHP–TOPSIS-2N Method in Sorting and Prioritizing of an it CAPEX Project Portfolio," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 17(04), pages 977-1005, July.
  • Handle: RePEc:wsi:ijitdm:v:17:y:2018:i:04:n:s0219622018500207
    DOI: 10.1142/S0219622018500207
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    References listed on IDEAS

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    1. Hannu Kivijärvi & Petri Hallikainen & Esko Penttinen, 2012. "SUPPORTING IT IMPLEMENTATION DECISIONS WITH ANP — SUPPLIER SCHEDULING FORe-INVOICING," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 11(03), pages 525-550.
    2. Kuo, Ting, 2017. "A modified TOPSIS with a different ranking index," European Journal of Operational Research, Elsevier, vol. 260(1), pages 152-160.
    3. Thomas L. Saaty & Daji Ergu, 2015. "When is a Decision-Making Method Trustworthy? Criteria for Evaluating Multi-Criteria Decision-Making Methods," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 14(06), pages 1171-1187, November.
    4. Ali, Syaiful & Green, Peter & Robb, Alastair, 2015. "Information technology investment governance: What is it and does it matter?," International Journal of Accounting Information Systems, Elsevier, vol. 18(C), pages 1-25.
    5. Dong, Qingxing & Cooper, Orrin, 2016. "A peer-to-peer dynamic adaptive consensus reaching model for the group AHP decision making," European Journal of Operational Research, Elsevier, vol. 250(2), pages 521-530.
    6. Kadziński, Miłosz & Tervonen, Tommi, 2013. "Robust multi-criteria ranking with additive value models and holistic pair-wise preference statements," European Journal of Operational Research, Elsevier, vol. 228(1), pages 169-180.
    7. Mehdi Keshavarz Ghorabaee & Maghsoud Amiri & Jamshid Salehi Sadaghiani & Edmundas Kazimieras Zavadskas, 2015. "Multi-Criteria Project Selection Using an Extended VIKOR Method with Interval Type-2 Fuzzy Sets," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 14(05), pages 993-1016.
    8. Walczak, Dariusz & Rutkowska, Aleksandra, 2017. "Project rankings for participatory budget based on the fuzzy TOPSIS method," European Journal of Operational Research, Elsevier, vol. 260(2), pages 706-714.
    9. Greco, Salvatore & Mousseau, Vincent & Slowinski, Roman, 2008. "Ordinal regression revisited: Multiple criteria ranking using a set of additive value functions," European Journal of Operational Research, Elsevier, vol. 191(2), pages 416-436, December.
    10. Ali Emrouznejad & Marianna Marra, 2017. "The state of the art development of AHP (1979–2017): a literature review with a social network analysis," International Journal of Production Research, Taylor & Francis Journals, vol. 55(22), pages 6653-6675, November.
    11. Kou, Gang & Ergu, Daji & Shang, Jennifer, 2014. "Enhancing data consistency in decision matrix: Adapting Hadamard model to mitigate judgment contradiction," European Journal of Operational Research, Elsevier, vol. 236(1), pages 261-271.
    12. Bilbao-Terol, Amelia & Arenas-Parra, Mar & Cañal-Fernández, Verónica & Antomil-Ibias, José, 2014. "Using TOPSIS for assessing the sustainability of government bond funds," Omega, Elsevier, vol. 49(C), pages 1-17.
    13. Roszkowska, Ewa & Wachowicz, Tomasz, 2015. "Application of fuzzy TOPSIS to scoring the negotiation offers in ill-structured negotiation problems," European Journal of Operational Research, Elsevier, vol. 242(3), pages 920-932.
    14. Editors, 2014. "International Journal of Systems Science," International Journal of Systems Science, Taylor & Francis Journals, vol. 45(12), pages 1-1, December.
    15. Chaudhary, Pandav & Chhetri, Sachin Kumar & Joshi, Kiran Man & Shrestha, Basanta Man & Kayastha, Prabin, 2016. "Application of an Analytic Hierarchy Process (AHP) in the GIS interface for suitable fire site selection: A case study from Kathmandu Metropolitan City, Nepal," Socio-Economic Planning Sciences, Elsevier, vol. 53(C), pages 60-71.
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