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Decision models for information systems planning using primitive cognitive network process: comparisons with analytic hierarchy process

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  • Kevin Kam Fung Yuen

    (The Hong Kong Polytechnic University)

Abstract

The well-planned investment in a robust Information System (IS) is essential for the sustainability of a firm’s competitive advantage. The careful selection of a suitable adoption plan for the IS investment is vital, especially in the early preparedness stage of a system development life cycle (SDLC), as this has a long-lasting impact on the SDLC. The selection process involves a complex, multiple criteria decision making process. The adoption of a multiple criteria decision tool, the Primitive Cognitive Network Process (PCNP), an alternative of the Analytic Hierarchy Process (AHP), can be challenging due to the minor differences among objects which are not appropriately evaluated by multiplication or ratio. This commonly results in rating judgement that occurs during the selection of alternatives. To address the challenges with IS planning, this paper proposes the use of the PCNP in various decision models. Three established studies of IS projects using the AHP are revisited using the proposed PCNP to demonstrate the feasibility and usability of the PCNP. The paper discusses data conversion from the AHP to the PCNP, its merits, and limitations. The proposed method can be a applied as an alternative decision tool for IS planning for various projects including Artificial Intelligence adoption projects, cloud sourcing planning projects, and mobile deployment projects.

Suggested Citation

  • Kevin Kam Fung Yuen, 2022. "Decision models for information systems planning using primitive cognitive network process: comparisons with analytic hierarchy process," Operational Research, Springer, vol. 22(3), pages 1759-1785, July.
    • Handle: RePEc:spr:operea:v:22:y:2022:i:3:d:10.1007_s12351-021-00628-3
    DOI: 10.1007/s12351-021-00628-3
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    References listed on IDEAS

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    1. James S. Dyer, 1990. "Remarks on the Analytic Hierarchy Process," Management Science, INFORMS, vol. 36(3), pages 249-258, March.
    2. Joseph Sarkis & R.P. Sundarraj, 2003. "Evaluating Componentized Enterprise Information Technologies: A Multiattribute Modeling Approach," Information Systems Frontiers, Springer, vol. 5(3), pages 303-319, September.
    3. K K F Yuen, 2012. "Pairwise opposite matrix and its cognitive prioritization operators: comparisons with pairwise reciprocal matrix and analytic prioritization operators," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 63(3), pages 322-338, March.
    4. Wei, Chun-Chin & Chien, Chen-Fu & Wang, Mao-Jiun J., 2005. "An AHP-based approach to ERP system selection," International Journal of Production Economics, Elsevier, vol. 96(1), pages 47-62, April.
    5. Saul I. Gass, 2005. "Model World: The Great Debate—MAUT Versus AHP," Interfaces, INFORMS, vol. 35(4), pages 308-312, August.
    6. Saaty, Thomas L., 1990. "How to make a decision: The analytic hierarchy process," European Journal of Operational Research, Elsevier, vol. 48(1), pages 9-26, September.
    7. James S. Dyer, 1990. "A Clarification of "Remarks on the Analytic Hierarchy Process"," Management Science, INFORMS, vol. 36(3), pages 274-275, March.
    8. Patrick T. Harker & Luis G. Vargas, 1987. "The Theory of Ratio Scale Estimation: Saaty's Analytic Hierarchy Process," Management Science, INFORMS, vol. 33(11), pages 1383-1403, November.
    9. James E. Smith & Detlof von Winterfeldt, 2004. "Anniversary Article: Decision Analysis in Management Science," Management Science, INFORMS, vol. 50(5), pages 561-574, May.
    10. Ossadnik, Wolfgang & Lange, Oliver, 1999. "AHP-based evaluation of AHP-Software," European Journal of Operational Research, Elsevier, vol. 118(3), pages 578-588, November.
    Full references (including those not matched with items on IDEAS)

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