Zhu, F; Hu, H; Xu, F and Tang, N (2021) Predicting the impact of country-related risks on cost overrun for overseas infrastructure projects. Journal of Construction Engineering and Management, 147(2), ISSN 0733-9364
Abstract
Given the complexity of overseas infrastructure projects (OIPs), difficulty in managing country-related risks commonly causes cost overruns. Thus, there is a pressing need for proactively predicting the impact of country-related risks to enable reasonable decision making in the early proposal stage. Different from the previous studies that heavily relied on a large number of sample points, this research proposes a case-based reasoning (CBR) method capable of reliably predicting the impact of country-related risks on cost overruns for OIPs from a small size of sample points. Grey relational analysis (GRA) is applied twice to address the challenges associated with many variables. Finally, a case study is conducted to validate the reliability of the proposed method. Importantly, this research includes a structured process to develop CBR methods for prediction tailored to different construction companies, hence increasing the adaptability.
Item Type: | Article |
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Uncontrolled Keywords: | case-based reasoning; cost overrun; country risk; grey relational analysis; overseas infrastructure projects |
Date Deposited: | 11 Apr 2025 19:49 |
Last Modified: | 11 Apr 2025 19:49 |