A hybrid decision support framework for planning a risk-based audit engagement

被引:0
作者
Li, Yan [1 ,2 ]
Wang, Xiong [3 ,4 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Nanjing, Jiangsu, Peoples R China
[2] Nanjing Xiaozhuang Univ, Nanjing, Jiangsu, Peoples R China
[3] Celanese China Holding Co Ltd, Nanjing Branch, Nanjing, Jiangsu, Peoples R China
[4] Celanese China Holding Co Ltd, Internal Audit Dept Asia, Nanjing Branch, Nanjing, Jiangsu, Peoples R China
关键词
Audit engagement planning; risk analysis; resource allocation; best worst method; weighted multi-choice goal programming; CONSTRUCTION; SELECTION; DESIGN;
D O I
10.1080/01605682.2024.2368615
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Internal audit engagement planning is a fundamental component of internal audit activities, and a poor plan can impair the audit quality. However, studies on internal audit engagement planning have limited exposure in the literature. To the best of our knowledge, a comprehensive and robust model has not been established to address the decision-making problems associated with the audit engagement planning process. To fill these gaps, an integrated multi-stage framework is presented for developing a risk-based audit engagement plan. The designed framework includes three stages to carry out the decision procedure. First, a combined method of best worst method and weighted probability-impact score is used to evaluate the risk exposure. Second, risk assessment results are integrated into the weighted multi-choice goal programming (WMCGP) model for selecting the audit scope and allocating budgeted audit hours. Third, WMCGP model assigns audit staff to the selected audit scope to satisfy auditor preference and fitness. Two real-life case studies illustrate that the proposed framework is a useful tool for selecting the critical audit scope and deploying appropriate resources. The research results outperform the manual procedures, enabling the audit team to use constrained resources more effectively and efficiently.
引用
收藏
页码:498 / 513
页数:16
相关论文
共 50 条
[41]   Application of Risk Index to Risk-Based Decision-Making in Vessel Traffic Service System [J].
郭国平 ;
范耀天 .
Journal of Southwest Jiaotong University(English Edition), 2007, (02) :142-147
[42]   Decision support model for cybersecurity risk planning: A two-stage stochastic programming framework featuring firms, government, and attacker [J].
Paul, Jomon A. ;
Zhang, Minjiao .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2021, 291 (01) :349-364
[43]   Hierarchical Modeling of Risk-Based Optimization and Inspection Planning of Complex Hull Structures [J].
Maes, Marc A. ;
Faber, Michael H. .
SHIP TECHNOLOGY RESEARCH, 2008, 55 (01) :2-+
[44]   Optimal Bilevel Model for Stochastic Risk-Based Planning of Microgrids Under Uncertainty [J].
Gazijahani, Farhad Samadi ;
Salehi, Javad .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018, 14 (07) :3054-3064
[45]   Minimax Expected Opportunity Loss: A New Criterion for Risk-Based Decision Making [J].
Su, Hsin-Ting ;
Tung, Yeou-Koung .
ENGINEERING ECONOMIST, 2012, 57 (04) :247-273
[46]   A Risk-Based Decision Approach for Maintenance Scheduling Strategies for Transmission System Equipment [J].
Natti, Satish ;
Kezunovic, Mladen .
2008 10TH INTERNATIONAL CONFERENCE ON PROBABILISTIC METHODS APPLIED TO POWER SYSTEMS, 2008, :584-589
[47]   An integrated decision support model for effective institutional coordination framework in planning for public transportation [J].
Bouraima, Mouhamed Bayane ;
Oyaro, Janet ;
Ayyildiz, Ertugrul ;
Erdogan, Melike ;
Maraka, Ndiema Kevin .
SOFT COMPUTING, 2023,
[48]   Risk assessment based on hybrid FMEA framework by considering decision maker's psychological behavior character [J].
Wang, Weizhong ;
Liu, Xinwang ;
Chen, Xiaoqing ;
Qin, Yong .
COMPUTERS & INDUSTRIAL ENGINEERING, 2019, 136 :516-527
[49]   Can there be a common, risk-based framework for decisions around live insect trade? [J].
Quinlan, M. M. ;
Mumford, J. D. ;
Benedict, M. Q. ;
Wackers, F. ;
Oliva, C. F. ;
Wohlfarter, M. ;
Smagghe, G. ;
Vila, E. ;
Klapwijk, J. ;
Michaelakis, A. ;
Collins, C. M. ;
Prudhomme, J. ;
Torres, G. ;
Diaz, F. ;
Saul-Gershenz, L. ;
Cook, K. ;
Verghese, A. ;
Kumar, P. Sreerama .
REVUE SCIENTIFIQUE ET TECHNIQUE-OFFICE INTERNATIONAL DES EPIZOOTIES, 2022, 41 (01) :219-227
[50]   Framework for assessing the performance of flood adaptation innovations using a risk-based approach [J].
Lendering, Kasper T. ;
Sebastian, Antonia ;
Jonkman, Sebastiaan N. ;
Kok, Matthijs .
JOURNAL OF FLOOD RISK MANAGEMENT, 2019, 12