A fuzzy goal programming model for strategic information technology investment assessment

被引:8
|
作者
Zandi, Faramak [1 ]
Tavana, Madjid [2 ]
机构
[1] Alzahra Univ, Fac Engn & Technol, Dept Ind Engn, Tehran, Iran
[2] La Salle Univ, Lindback Distinguished Chair Informat Syst, Dept Management, Philadelphia, PA 19141 USA
关键词
Fuzzy control; Information technology; Value analysis; Risk analysis; Analytical hierarchy process;
D O I
10.1108/14635771111121667
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Purpose - The high expenditures in information technology (IT) and the growing usage that penetrates the core of business have resulted in a need to effectively and efficiently evaluate strategic IT investments in organizations. The purpose of this paper is to propose a novel two-dimensional approach that determines the deferrable strategy with the most value by maximizing the real option values while minimizing the risks associated with each alternative strategy. Design/methodology/approach - In the proposed approach, first, the deferrable investment strategies are prioritized according to their values using real option analysis (ROA). Then, the risks associated with each investment strategy are quantified using the group fuzzy analytic hierarchy process. Finally, the values associated with the two dimensions are integrated to determine the deferrable IT investment strategy with the most value using a fuzzy preemptive goal programming model. Findings - Managers face the difficulty that most IT investment projects are inherently risky, especially in a rapidly changing business environment. The paper proposes a framework that can be used to evaluate IT investments based on the real option concept. This simple, intuitive, generic and comprehensive approach incorporates the linkage among economic value, real option value and IT investments that could lead to a better-structured decision process. Originality/value - In contrast to the traditional ROA literature, the approach contributes to the literature by incorporating a risk dimension parameter. The paper emphasizes the importance of categorizing risk management in IT investment projects since some risk cannot be eliminated.
引用
收藏
页码:172 / +
页数:26
相关论文
共 50 条
  • [1] A Fuzzy Goal Programming Model for Venture Capital Investment Decision Making
    Aouni, Belaid
    Colapinto, Cinzia
    La Torre, Davide
    [J]. INFOR, 2014, 52 (03) : 138 - 146
  • [2] UNDERSTANDING THE STRATEGIC INVESTMENT IN INFORMATION TECHNOLOGY
    KRIEBEL, CH
    [J]. INFORMATION TECHNOLOGY AND MANAGEMENT STRATEGY, 1989, : 106 - 118
  • [3] A Fuzzy Real Option Model for Information Technology Investment Evaluation
    Ma, Weimin
    Ma, Xiujuan
    [J]. INFORMATION SYSTEMS IN THE CHANGING ERA: THEORY AND PRACTICE, 2009, : 485 - +
  • [4] Strategic integration of information technology investment decisions
    Liao, Ziqi
    [J]. Proceedings of the 11th Annual Conference of Asia Pacific Decision Sciences Institute: INNOVATION & SERVICE EXCELLENCE FOR COMPETITIVE ADVANTAGE IN THE GLOBAL ENVIRONMENT, 2006, : 423 - 424
  • [5] The application of goal programming to aid strategic information systems development
    Reynolds, KA
    Wainwright, CER
    [J]. FIRST INTERNATIONAL CONFERENCE: MANAGING ENTERPRISES - STAKEHOLDERS, ENGINEERING, LOGISTICS, AND ACHIEVEMENT (ME-SELA'97): CONFERENCE THEME: SUSTAINABLE MANUFACTURING FOR GLOBAL BUSINESS, 1997, : 475 - 480
  • [6] FUZZY GOAL PROGRAMMING - AN ADDITIVE-MODEL
    TIWARI, RN
    DHARMAR, S
    RAO, JR
    [J]. FUZZY SETS AND SYSTEMS, 1987, 24 (01) : 27 - 34
  • [7] Fuzzy goal programming model for classification problems
    Soulef Smaoui
    Belaid Aouni
    [J]. Annals of Operations Research, 2017, 251 : 141 - 160
  • [8] Fuzzy goal programming model for classification problems
    Smaoui, Soulef
    Aouni, Belaid
    [J]. ANNALS OF OPERATIONS RESEARCH, 2017, 251 (1-2) : 141 - 160
  • [9] A fuzzy goal programming model for biodiesel production
    Lutero, D. S.
    Pangue, E. M. U.
    Tubay, J. M.
    Lubag, S. P.
    [J]. 2015 INTERNATIONAL CONFERENCE ON MATHEMATICS, ITS APPLICATIONS, AND MATHEMATICS EDUCATION (ICMAME 2015), 2016, 693
  • [10] A Fuzzy Goal Programming Approach for Fuzzy Multiobjective Stochastic Programming through Expectation Model
    Biswas, Animesh
    Modak, Nilkanta
    [J]. MATHEMATICAL MODELLING AND SCIENTIFIC COMPUTATION, 2012, 283 : 124 - 135