Work

Identifying the risk factors affecting the overall cost risk in residential projects at the early stage

Year: 2021

Type: article

Abstract: Many previous studies have developed models for estimating the total cost, whether in the planning stage or the early stage of the project. However, models for estimating the overall risk were proposed in the planning stage only. This paper identifies the factors affecting the overall risk in residential projects at the early stage. The 43 risk factors at the planning stage were identified using a Delphi technique. Experts summarize the 43 risk factors into four factors that can be used to predict the overall risk in the early stage of the project. A multilayer perceptron model with one hidden layer was proposed. The mean absolute error rate for the proposed model was 10%. Risk factors can be used to develop a model to predict the impact of overall risk on project cost at the early stage. The developed model helps stakeholders decide whether the project should continue or be terminated.

Source: Ain Shams Engineering Journal

DOI: 10.1016/j.asej.2021.09.013

Authors: Mohamed Badawy, Fahad Alqahtani, Hisham Hafez

Institutions: Ain Shams University, King Saud University, Northumbria University

Language: English

Topic: Construction Project Management and Performance

Subfield: Management Science and Operations Research

Field: Decision Sciences

Domain: Social Sciences

Open Access status: gold

Estimated APC paid: $860

Funder: King Saud University