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Abdel Aziz, A M (2021) The Practice of Roadway Safety Management in Public–Private Partnerships. Journal of Construction Engineering and Management, 147(12).

Amoah, A, Berbegal-Mirabent, J and Marimon, F (2021) Making the Management of a Project Successful: Case of Construction Projects in Developing Countries. Journal of Construction Engineering and Management, 147(12).

Erfani, A, Cui, Q and Cavanaugh, I (2021) An Empirical Analysis of Risk Similarity among Major Transportation Projects Using Natural Language Processing. Journal of Construction Engineering and Management, 147(12).

  • Type: Journal Article
  • Keywords: Risk management; Risk register; Data analytics; Natural language processing (NLP); Transportation project; Project delivery method;
  • ISBN/ISSN: 0733-9364
  • URL: https://doi.org/10.1061/(ASCE)CO.1943-7862.0002206
  • Abstract:
    Risk management is widely recognized as a best practice for public agencies to ensure the successful implementation of major transportation projects. The conventional approach to identify and evaluate project risks is dominated by getting input from subject matter experts at risk workshops. However, the uniqueness of such a risk assessment approach remains unexamined. How different are the risks among various projects? Does the risk register reflect the unique feature of a project? The goal of this study is to measure the similarity of project risks across various groups by evaluating 70 major transportation projects delivered under various methods. The similarity index is calculated at three levels, that is, the entire document of the risk register, individual risk item, and the probability and consequence of each risk using a systematic comparative analysis based on natural language processing (NLP) and a state-of-the-art deep learning algorithm named Word2vec. Our study reports a high similarity of risk registers among different projects at all three levels. The analysis does show a lower similarity of risk registers for public–private partnerships (P3) projects. The primary contributions of this study are (1) develop a new approach to analyze the risk registers at the project level as the main output of risk management practice, and (2) establish the relation of risk uniqueness and project delivery method in transportation projects. Results suggest that a data-driven approach may be possible to help project teams develop a common risk register while allowing the teams to focus on each project’s unique risks.

Kong, F, Guo, J and Lv, X (2021) Project Resource Input Optimization Problem with Combined Time Constraints Based on Node Network Diagram and Constraint Programming. Journal of Construction Engineering and Management, 147(12).

Löwstedt, M, Fasth, J and Styhre, A (2021) Leadership under Construction: A Qualitative Exploration of Leadership Processes in Construction Companies in Sweden. Journal of Construction Engineering and Management, 147(12).

Li, Y, Pan, X, Han, Y and Taylor, J E (2021) Sustainable Healthcare Facilities: A Scoping Review. Journal of Construction Engineering and Management, 147(12).

Liu, Y, Wang, X and Wang, D (2021) How Leaders and Coworkers Affect Construction Workers’ Safety Behavior: An Integrative Perspective. Journal of Construction Engineering and Management, 147(12).

Munaro, M R, Freitas, M d C D, Tavares, S F and Bragança, L (2021) Circular Business Models: Current State and Framework to Achieve Sustainable Buildings. Journal of Construction Engineering and Management, 147(12).

Namian, M, Taherpour, F, Ghiasvand, E and Turkan, Y (2021) Insidious Safety Threat of Fatigue: Investigating Construction Workers’ Risk of Accident Due to Fatigue. Journal of Construction Engineering and Management, 147(12).

Pellegrino, R (2021) Effects of Public Supports for Mitigating Revenue Risk in Public–Private Partnership Projects: Model to Choose Among Support Alternatives. Journal of Construction Engineering and Management, 147(12).

Piao, Y, Xu, W, Wang, T and Chen, J (2021) Dynamic Fall Risk Assessment Framework for Construction Workers Based on Dynamic Bayesian Network and Computer Vision. Journal of Construction Engineering and Management, 147(12).

Qiao, S, Wang, Q, Guo, Z and Guo, J (2021) Collaborative Innovation Activities and BIM Application on Innovation Capability in Construction Supply Chain: Mediating Role of Explicit and Tacit Knowledge Sharing. Journal of Construction Engineering and Management, 147(12).

Sonkor, M S and García de Soto, B (2021) Operational Technology on Construction Sites: A Review from the Cybersecurity Perspective. Journal of Construction Engineering and Management, 147(12).

Turksezer, Z I, Iacovino, C, Giordano, P F and Limongelli, M P (2021) Development and Implementation of Indicators to Assess Bridge Inspection Practices. Journal of Construction Engineering and Management, 147(12).

Yan, Z, Liang, J, Bai, Y, Cao, L and Zhao, G (2021) Response of Asphalt Pavement Structure Layer and Particle Movement Velocity Based on Particle Flow Theory. Journal of Construction Engineering and Management, 147(12).

Zhang, W, Xue, N, Zhang, J and Zhang, X (2021) Identification of Critical Causal Factors and Paths of Tower-Crane Accidents in China through System Thinking and Complex Networks. Journal of Construction Engineering and Management, 147(12).

Zhang, X, Otto, F and Oeser, M (2021) Modeling Pavement Surface Deflections under Accelerated Pavement Testing Using the PCA Method. Journal of Construction Engineering and Management, 147(12).