Risk assessment in IT outsourcing using fuzzy decision-making approach: An Indian perspective

被引:67
|
作者
Samantra, Chitrasen [1 ]
Datta, Saurav [1 ]
Mahapatra, Siba Shankar [1 ]
机构
[1] Natl Inst Technol Rourkela, Dept Mech Engn, Rourkela 769008, India
关键词
IT outsourcing; Risk assessment; Risk categorization; Fuzzy set theory; Incentre of centroids; REASONABLE PROPERTIES; RANKING; NUMBERS; INFORMATION; CHALLENGES; DESIGN; COST; SET;
D O I
10.1016/j.eswa.2013.12.024
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Outsourcing of Information Technology (IT) is a common practice in global business today. IT Outsourcing (ITO) refers to the contracting out of IT services (or functions) with the objective of achieving strategic advantages as well as cost benefits. Recently, many IT industries are facing daunting challenges in terms of healthy alliances on their ITO strategy due to existence of inherent risks. These risks must be recognized and properly managed towards successful establishment of effective ITO strategy. Therefore, risk assessment appears to be an important contributor to the success of an ITO venture. In this paper, a hierarchical ITO risk structure representation has been explored to develop a formal model for qualitative risk assessment. The basic parameters for defining risks have been presented including the metrics for measuring likelihood and impact that aid to achieve consistent assessment. An improved decision making method using fuzzy set theory has been attempted for converting linguistic data into numeric risk ratings. In this study, the concept of 'Incentre of centroids method' for generalized trapezoidal fuzzy numbers has been used to quantify the 'degree of risk' in terms of crisp ratings. Finally, a framework for categorizing different risk factors has been proposed on the basis of distinguished ranges of risk ratings (crisp). Consequently, an action requirement plan has been suggested for providing guidelines for the managers to successfully manage the risk in the context of ITO exercise. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:4010 / 4022
页数:13
相关论文
共 50 条
  • [1] Risk tolerance measure for decision-making in fuzzy analysis: a health risk assessment perspective
    Kentel, Elcin
    Aral, Mustafa M.
    STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2007, 21 (04) : 405 - 417
  • [2] Risk tolerance measure for decision-making in fuzzy analysis: a health risk assessment perspective
    Elcin Kentel
    Mustafa M. Aral
    Stochastic Environmental Research and Risk Assessment, 2007, 21 : 405 - 417
  • [3] Optimizing Multimodal Transportation: A Novel Decision-Making Approach With Fuzzy Risk Assessment
    Muthunandhini, R.
    Palanivel, K.
    IEEE ACCESS, 2025, 13 : 14584 - 14610
  • [4] Supporting decision-making in patient risk assessment using a hierarchical fuzzy model
    Alessandro Jatobá
    Hugo Cesar Bellas
    Isabella Koster
    Catherine M. Burns
    Mario Cesar R. Vidal
    Cláudio Henrique S. Grecco
    Paulo Victor R. de Carvalho
    Cognition, Technology & Work, 2018, 20 : 477 - 488
  • [5] Supporting decision-making in patient risk assessment using a hierarchical fuzzy model
    Jatoba, Alessandro
    Bellas, Hugo Cesar
    Koster, Isabella
    Burns, Catherine M.
    Vidal, Mario Cesar R.
    Grecco, Claudio Henrique S.
    de Carvalho, Paulo Victor R.
    COGNITION TECHNOLOGY & WORK, 2018, 20 (03) : 477 - 488
  • [6] Software obsolescence risk assessment approach using multicriteria decision-making
    Bowlds, Ted F.
    Fossaceca, John M.
    Iammartino, Ronald
    SYSTEMS ENGINEERING, 2018, 21 (05) : 455 - 465
  • [7] A scientific decision-making framework for supplier outsourcing using hesitant fuzzy information
    Krishankumar, R.
    Ravichandran, K. S.
    Murthy, K. K.
    Saeid, A. B.
    SOFT COMPUTING, 2018, 22 (22) : 7445 - 7461
  • [8] A scientific decision-making framework for supplier outsourcing using hesitant fuzzy information
    R. Krishankumar
    K. S. Ravichandran
    K. K. Murthy
    A. B. Saeid
    Soft Computing, 2018, 22 : 7445 - 7461
  • [9] Information systems outsourcing decisions using a group decision-making approach
    Kahraman, Cengiz
    Engin, Orhan
    Kabak, Oezguer
    Kaya, Ihsan
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2009, 22 (06) : 832 - 841
  • [10] VIEWS ON DECISION-MAKING USING RISK ASSESSMENT
    BIRKHOFER, A
    TRANSACTIONS OF THE AMERICAN NUCLEAR SOCIETY, 1980, 35 (NOV): : 403 - 403