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Ashtab, M and Ryoo, B Y (2022) Predicting Construction Workforce Demand Using a Combination of Feature Selection and Multivariate Deep-Learning Seq2seq Models. Journal of Construction Engineering and Management, 148(12).
Damdelen, O and Tansu, A (2022) Influence of Recycled Plastic on the Thermal Transmittance and Sustainable Assessment of Concrete Mixes. Journal of Construction Engineering and Management, 148(12).
Kazar, G, Doğan, N B, Ayhan, B U and Tokdemir, O B (2022) Quality Failures–Based Critical Cost Impact Factors: Logistic Regression Analysis. Journal of Construction Engineering and Management, 148(12).
- Type: Journal Article
- Keywords: Construction quality; Quality failure cost; Nonconformance; Logistic regression; Domino effect;
- ISBN/ISSN: 0733-9364
- URL: https://doi.org/10.1061/(ASCE)CO.1943-7862.0002412
- Abstract:
Due to the various dynamic conditions of construction sites, quality failures have become part and parcel of the industry. Many studies have identified the causal factors of construction site quality failures and their cost impacts. However, limited studies have been made evaluating the domino effects of these on one another and the correlation between the cost impact and frequency of each attribute. In this study, made in the context of ongoing research into related artificial intelligence (AI)–based predictive models, a total of 2,527 nonconformance reports (NCRs) collected from 59 construction projects within the scope of a previous study were analyzed using the Delphi method and logistic regression analysis. According to the Delphi results, 25 critical cost impact factors were refined and categorized into five main groups: Materials, Design, Installation, Operation, and Process. Then, five main hypotheses were developed to test each attribute’s cost impact and interaction by logistic regression. The results showed that although some attributes (from the Materials and Operation groups) have a significant impact on the cost of quality if observed in a failure report individually, others may become a critical cost-impact factor when interacting with other attributes. No significant correlation was observed between the frequency and cost impact of the attributes. Finally, a holistically based quality control system that considers the domino effects of causal factors from planning to operation was proposed for construction practitioners to reduce quality failures causing cost and time overruns.
Khurana, M, Garvin, M J and Mahalingam, A (2022) Synthesis of Relational Practices for PPP Contracts and Their Linkage with Governance Mechanisms. Journal of Construction Engineering and Management, 148(12).
Li, S and Xu, Z (2022) System Configuration Design of BIM Object-Oriented Database for Civil Engineering. Journal of Construction Engineering and Management, 148(12).
Lin, S and Cheung, S O (2022) Exploring the Concept of Psychological Distance and Its Impact on Intention to Settle in Construction Dispute Negotiation. Journal of Construction Engineering and Management, 148(12).
Naumets, S, Lu, M and Ali, M (2022) Project Schedule Development under Environment-Induced Time-Window Constraints: Case of Constructing River-Crossing Bridge in Remote Northern Region. Journal of Construction Engineering and Management, 148(12).
Pirzadeh, P, Lingard, H and Zhang, R P (2022) Job Quality and Construction Workers’ Mental Health: Life Course Perspective. Journal of Construction Engineering and Management, 148(12).
Salazar, L A, Ballard, G, Arroyo, P and Alarcón, L F (2022) Development of a Commitment Management System for Construction Projects. Journal of Construction Engineering and Management, 148(12).
Shafique, F and Mollaoglu, S (2022) Shared Transformational Leadership for Green Architecture Engineering and Construction Project Teams: A Study of LEED Projects. Journal of Construction Engineering and Management, 148(12).
Shen, Y, Lin, Z and Wang, Z (2022) Single-Side Accumulative Jacking Construction Method for Large-Span Arched Latticed Shells. Journal of Construction Engineering and Management, 148(12).
Tommelein, I D (2022) Work Density Method for Takt Planning of Construction Processes with Nonrepetitive Work. Journal of Construction Engineering and Management, 148(12).
Wang, J, Han, J, Chen, J, Ding, G, Feng, G, Liu, T and Guo, B (2022) Experimental and Numerical Study on the Dynamic Response of a Superthick Backfill Subgrade under High-Speed Railway Loading: A Case Study of Qianjiang–Zhangjiajie–Changde Railway. Journal of Construction Engineering and Management, 148(12).
Zou, Y, Wu, Y, Guo, B H W, Papadonikolaki, E, Dimyadi, J and Hung, S N (2022) Investigating the New Zealand Off-Site Manufacturing Industry’s Readiness for Automated Compliance Checking. Journal of Construction Engineering and Management, 148(12).