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Abbasian Hosseini, S A (2015) Social and engineering aspects of construction site management using simulation and social network analysis, Unpublished PhD Thesis, , North Carolina State University.

Abudayyeh, O Y (1991) An automated data acquisition and data storage model for improving cost and schedule control, Unpublished PhD Thesis, , North Carolina State University.

Al-Ibrahim, A (2006) Optimizing roof maintenance and replacement decisions, Unpublished PhD Thesis, , North Carolina State University.

Alsharef, A F A (2022) Leveraging data analytics to improve construction operations and occupational safety, Unpublished PhD Thesis, , North Carolina State University.

Arocho Rosa, I d M (2015) The impact of transportation construction projects and activities on emissions, Unpublished PhD Thesis, , North Carolina State University.

Attia, T M (2002) The impact of communication technologies on group problem-solving performance in construction, Unpublished PhD Thesis, , North Carolina State University.

Bai, Y (1996) Planning and control model for robotic bridge painting, Unpublished PhD Thesis, , North Carolina State University.

Banerjee, S (2022) Developing an organization-wide knowledge repository with intelligent knowledge transference to enhance construction project outcomes, Unpublished PhD Thesis, , North Carolina State University.

Becker, T C (2012) Improving the predictability of construction project outcomes through project level indirect construction cost practices, Unpublished PhD Thesis, , North Carolina State University.

Chmielewski, H T (2023) Overcoming modeling barriers in long-term interdependent infrastructure systems planning, Unpublished PhD Thesis, , North Carolina State University.

Choi, B (2003) Topics in risk-based design and performance evaluation of structures, Unpublished PhD Thesis, , North Carolina State University.

Dorr, E E (1979) Economies of scale in high school construction and operation, Unpublished PhD Thesis, , North Carolina State University.

Hollar, D A (2011) Predicting preliminary engineering costs for highway projects, Unpublished PhD Thesis, , North Carolina State University.

Isied, M M (2023) Critical assessment of asphalt mixture design procedures and asphalt mixture classification systems, Unpublished PhD Thesis, , North Carolina State University.

Javanmardi, A (2019) Strategies and predictive models for reducing workflow variability in construction production systems, Unpublished PhD Thesis, , North Carolina State University.

  • Type: Thesis
  • Keywords: duration; effectiveness; liability; reliability; uncertainty; game theory; construction project; learning; partnering; productivity; site manager; subcontractor; China; factor analysis; project performance; workflow; machine learning
  • ISBN/ISSN:
  • URL: https://www.proquest.com/docview/2314065410
  • Abstract:
    In this research, workflow reliability is defined as the extent to which a construction plan is an accurate forecast of future events. In other words, the difference between what was planned to get accomplished and what is actually completed. Because construction projects consist of a large number of interdependent tasks, having a highly-reliable workflow is important not only for the productivity of an individual task, but also for entire project performance. The primary goals for this research are to develop methods and predictive models to identify and measure information exchange effectiveness in planning meetings, to quantify and analyze the benefit and cost trade-off for developing a highly-reliable plan, and to develop recommendations to guide site managers on making-do decisions. Information theory was utilized to measure the amount of uncertainty reduction in the workflow reliability due to information gained in planning meetings. Game theory was used to develop a framework to quantify and demonstrate the benefit of subcontractors’ extra effort for highly-reliable planning. Factor analysis was used to compare the underlying structure of the causes for task starting time and duration delay in China and the U. S. The Mann-Whitey U test, Random Forest machine learning, and entropy-based decision tree were used to identify the most important factors influencing making-do decisions. This research fills in gaps in the body of knowledge pertaining to workflow reliability improvement in construction projects. There has been limited research on quantifying the benefit of subcontractors’ horizontal partnering in increasing their planning reliability. Little effort has been made to investigate the importance of constraints removal discussions with respect to the existing workflow reliability. It is still unclear whether delaying start time of activities that lack precondition readiness will result in less duration delay. In addition to addressing gaps in the body of knowledge, this research has a broader impact on the construction community. It provides a framework and repeatable analytical methods to identify, prioritize, and direct management’s effort for increasing workflow reliability in construction projects.  

Kranz, C N (2021) Optimizing compost incorporation for stormwater infiltration, runoff quality, and vegetation establishment in post-construction soils, Unpublished PhD Thesis, , North Carolina State University.

Lee, D (2023) Development of a real-time automated mobile robotic welding system in construction, Unpublished PhD Thesis, , North Carolina State University.

Lee, J (2005) Value analysis of Wi-Fi agent functions in construction, Unpublished PhD Thesis, , North Carolina State University.

Namian, M (2017) Factors affecting construction hazard recognition and safety risk perception, Unpublished PhD Thesis, , North Carolina State University.

Noghabaei, M (2021) Visual and behavioral data analysis in immersive virtual environments for enhancing construction safety, planning, and control, Unpublished PhD Thesis, , North Carolina State University.

Nuntasunti, S (2004) The effects of visual-based information logistics in construction, Unpublished PhD Thesis, , North Carolina State University.

Orgut, R E (2017) Metrics that matter: Improving project controls and analytics in construction industry, Unpublished PhD Thesis, , North Carolina State University.

Piper, B E B (2014) Optimization methods for improving the resilience of civil infrastructure systems subject to natural hazards, Unpublished PhD Thesis, , North Carolina State University.

Rihani, R A (2006) An investigation of critical success factors for robotic masonry, Unpublished PhD Thesis, , North Carolina State University.

Russell, M M (2013) Allocation of time buffer to construction project task durations, Unpublished PhD Thesis, , North Carolina State University.

Vereen, S C (2013) Forecasting skilled labor demand in the US construction industry, Unpublished PhD Thesis, , North Carolina State University.

Wambeke, B W (2011) Identifying, prioritizing, and reducing variation of construction related tasks, Unpublished PhD Thesis, , North Carolina State University.

Zuluaga Santa, C M (2018) Protecting bridge maintenance workers: Evaluating fall protection supplementary devices using virtual prototyping and wearable technology, Unpublished PhD Thesis, , North Carolina State University.