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Abu-Hijleh, S F (1991) A model for variance-based exception reporting with user-defined criteria, Unpublished PhD Thesis, , University of California, Berkeley.

Al-Bahar, J F (1988) Risk management in construction projects: A systematic analytical approach for contractors, Unpublished PhD Thesis, , University of California, Berkeley.

Al-Tubayyeb, S A (1989) Improving construction contract administration utilizing multiattribute statistical analysis on bid stage information, Unpublished PhD Thesis, , University of California, Berkeley.

Alarcon-Cardenas, L F (1992) Project performance modeling: A methodology for evaluating project execution strategies, Unpublished PhD Thesis, , University of California, Berkeley.

Alves, T d C L (2005) Buffering practices in HVAC ductwork supply chains, Unpublished PhD Thesis, , University of California, Berkeley.

Arroyo, P (2014) Exploring decision-making methods for sustainable design in commercial buildings, Unpublished PhD Thesis, , University of California, Berkeley.

  • Type: Thesis
  • Keywords: built environment; construction activities; construction activity; sustainability; construction project; landfill; decision making; green building; recycling; reuse; strategic planning; waste management; professional; interview; simulation
  • ISBN/ISSN:
  • URL: https://www.proquest.com/docview/1626767438
  • Abstract:
    During the building design process hundreds of decisions are made at different stages, and with multiple stakeholders. This includes choosing alternative materials, components, assemblies, systems, and buildings shapes. The design team faces many challenges in order to evaluate which alternative is more sustainable. The methods used in making those decisions must take the complexity of the design process into account and help the design team in understanding the trade-offs that must be made. This must be done based on context, and in a transparent and collaborative fashion. What is more, the design team may benefit from keeping decisions objective for as long as possible during the decision process to avoid unnecessary conflict and suboptimal decisions. Ultimately, the decision-making method used in those decisions will impact the final building design, and therefore, the building's social-, environmental -, and economic outcomes. Much like designers and engineers benefit from relying on specific modeling-, analysis-, and evaluation methods to inform their judgment in the course of the design, the design team would also benefit from relying on decision-making methods. However, the architecture-, engineering-, and construction-management literature provides almost no guidance to internal stakeholders (owner, architect, design specialists, etc. ) on how to choose a sustainable alternative (e.g., choosing materials, components, assemblies, systems, building layouts). This research evaluates the ability of Multiple-Criteria Decision-Making (MCDM) methods to help design teams choose a sustainable alternative during commercial building design. The researcher identified several types of MCDM methods in the literature. Those with potential application for the 'choosing problem' studied in this research are (1) Goal-programming and multi-objective optimization methods, (2) Value-based methods (including Analytical Hierarchy Process (AHP) and Weighting Rating and Calculating (WRC)), (3) Outranking methods, and (4) Choosing By Advantages (CBA). The researcher compared these different types of methods and judged them on how they help in creating transparency, building consensus, and continuous learning for the problem of choosing a sustainable alternative in commercial building design. Thus far the literature contains no such comparison. The research method included interviews in the early exploratory phase and case-study research for testing the methods. The researcher further compared AHP vs. CBA and WRC vs. CBA through case studies. The researcher selected AHP for its prevalence in AEC decision-making literature, WRC for its widespread use in AEC design practice, and CBA for its potential support in creating transparency, building consensus, and continuous learning, better than either one of these two methods do. From the four types of methods studied the researcher found that: (1) Goal-programming and multi-objective optimization methods are particularly suited to problems that require screening of a big or infinite number of alternatives according to ranked criteria. However, some multi-objective optimization methods avoid the use of explicit trade-offs by using a ranking of factors. This does not create transparency when comparing a small number of alternatives with known attributes. (2) Value-based methods are widely used in building design practice and literature. However, such methods (e.g., AHP and WRC) may not help in creating transparency, building consensus, and continuous learning for group decision making. This is because they (a) may assume that factors have zero as a natural scale, (b) may assume that trade-offs between factors are linear functions, (c) may not differentiate between alternatives, (d) may be inconsistent when irrelevant factors are removed, (e) may mix 'value' and cost, (f) may require conflicting judgments for weighting factors, and (g) may lack support for context-based analysis. (3) Outranking methods are hard to apply to this problem since they lack an aggregation unction, which makes it impossible to rank alternatives and evaluate 'value' vs. cost. Even when these methods focus more on the differences between the alternatives than value-based methods do, they also require decision makers to weigh factors and attributes in order to build outranking relations. (4) CBA focuses more on differentiating between alternatives, and better guides the design team to understand 'value' vs. cost compared to the other MCDM methods studied. In addition, CBA avoids assuming that every increment in performance is equally valuable or that trade-offs between factors are linear. After comparing the methods, this research proposes the use of Choosing By Advantages (CBA) to overcome the deficiencies of the value-based methods in regards to creating transparency, building consensus, and continuous learning in the design process. The researcher further tested CBA in three case studies for different applications in architecture and engineering firms in the San Francisco Bay Area. This work contributes to knowledge by providing: (1) A theoretical evaluation of the four types of MCDM methods being studied and illustrating relevant differences between them; (2) A practical evaluation of CBA vs. AHP and CBA vs. WRC presenting factors and criteria for evaluating their ability to assist practitioners in deciding which alternative is more sustainable in commercial building design; (3) A rationale for recommending the CBA method in the research context; and (4) An analysis of the application of CBA for different types of decisions. In addition, this research discusses: (5) How sustainable rating systems (e.g., LEED) affect decisions; (6) How cognitive biases may apply to group decision making in this context and how they may be overcome; and (7) How rhetoric can support the CBA application. Through these seven areas of contribution, the presented research provides a basis for discussing MCDM method selection in commercial building design that may be expanded to other applications, and for advancing our understanding of the relationship between decision-making methods and building outcomes.

Aviram Traubita, A (2009) Structural response and cost characterization of bridge construction using seismic performance enhancement strategies, Unpublished PhD Thesis, , University of California, Berkeley.

Banerjee, S (2007) Statistical, empirical and mechanistic fragility analysis of concrete bridges, Unpublished PhD Thesis, , University of California, Irvine.

Bascoul, A M (2017) Managing project structural complexity by integrating facility management in planning, designing, and execution of high-end facility upgrades, Unpublished PhD Thesis, , University of California, Berkeley.

Benne, B C (2005) Managing AEC project organizations at the edge of chaos: An analysis of AEC projects' adaptive capacity from a living systems perspective, Unpublished PhD Thesis, , University of California, Berkeley.

Blampied, N B (2018) Parametric functions for conceptual and feasibility estimating in public highway project portfolios, Unpublished PhD Thesis, , University of California, Berkeley.

Boysen, J (1982) Aggregate project model for resource allocation within multiproject construction systems, Unpublished PhD Thesis, , University of California, Berkeley.

Bruni, M (1981) Business cycles and seasonality in the Italian construction sector, Unpublished PhD Thesis, , University of California, Berkeley.

Cayer, A F (2018) Design and profit: Architectural practice in the age of accumulation, Unpublished PhD Thesis, , University of California, Los Angeles.

Chen, C (2015) A proactive approach for change management and control on construction projects, Unpublished PhD Thesis, , University of California, Berkeley.

Chih, Y-Y (2010) A decision-support framework for choosing a project delivery system (PDS) in a multi-project environment, Unpublished PhD Thesis, , University of California.

Cho, S K (2011) The relation between lean construction and performance in the Korean construction industry, Unpublished PhD Thesis, , University of California, Berkeley.

Choi, K (2008) A new decision-support model for innovative contracting strategies through a quantitative analysis on aspects of project performance, Unpublished PhD Thesis, , University of California, Berkeley.

Choo, H J (2003) Distributed planning and coordination to support lean construction, Unpublished PhD Thesis, , University of California, Berkeley.

Cuff, D C (1982) Negotiating architecture: a study of architects and clients in design practice, Unpublished PhD Thesis, , University of California, Berkeley.

de Leon, D E (1996) Integrating socioeconomics in the development of criteria for optimal aseismic design of r/c buildings, Unpublished PhD Thesis, , University of California, Irvine.

Derrington, P A (1981) Controlling the quality of professional performance in architectural practice, Unpublished PhD Thesis, , University of California, Berkeley.

El-Sersy, A H E (1992) An intelligent data model for schedule updating, Unpublished PhD Thesis, , University of California, Berkeley.

Elfving, J A (2003) Exploration of opportunities to reduce lead times for engineered-to-order products, Unpublished PhD Thesis, , University of California, Berkeley.

Elvin, G A (1998) A process model for integrated design and construction, Unpublished PhD Thesis, , University of California, Berkeley.

Esmaili, O (2014) Developing a rapid seismic performance based rating system in safety assessment of buildings, Unpublished PhD Thesis, , University of California, Irvine.

Feng, P P-Y (2009) Causes and effects of rework on the delivery of healthcare facilities in California, Unpublished PhD Thesis, , University of California, Berkeley.

Frandson, A (2019) Takt time planning as a work structuring method to improve construction work flow, Unpublished PhD Thesis, , University of California, Berkeley.

Galanis, P (2014) Probabilistic methods to identify seismically hazardous older-type concrete frame buildings, Unpublished PhD Thesis, , University of California, Berkeley.

Gil, N A P d A P (2001) Product-process development simulation to support specialty contractor involvement in early design, Unpublished PhD Thesis, , University of California, Berkeley.

Gillen, M E (1996) Nonfatal falls in construction workers: Predictors of injury severity, Unpublished PhD Thesis, , University of California, San Francisco.

Hamzeh, F R (2009) Improving construction workflow: The role of production planning and control, Unpublished PhD Thesis, , University of California, Berkeley.

Hecht, H R (2001) Development of major transportation projects in California, Unpublished PhD Thesis, , University of California, Davis.

Hitchcock, R J (1996) Improving life-cycle information management through documentation of project objectives and design rationale, Unpublished PhD Thesis, , University of California, Berkeley.

Huang, Y (2010) Sustainable infrastructure system modeling under uncertainties and dynamics, Unpublished PhD Thesis, , University of California, Davis.

Huang, Y-L (1995) Project and policy analysis of build-operate-transfer infrastructure development, Unpublished PhD Thesis, , University of California, Berkeley.

Ibbs, C W J (1980) Risk, complex decision-making and the application of multiattribute utility analysis in the construction industry, Unpublished PhD Thesis, , University of California, Berkeley.

Jabbari, A (2020) Project planning algorithms: Lowering cost and improving delivery time in capital projects, Unpublished PhD Thesis, , University of California, Berkeley.

Jackson, R M (1981) A right to a job: A sociological history of carpentry and printing craft labor markets in the United States, Unpublished PhD Thesis, , University of California, Berkeley.

Jones, R C, III (1991) An economic analysis of national society of professional engineers versus United States, Unpublished PhD Thesis, , University of California, Los Angeles.

Kardon, J B (2003) The standard of care of structural engineers, Unpublished PhD Thesis, , University of California, Berkeley.

Kartman, S A (1995) Reengineering construction planning systems, Unpublished PhD Thesis, , University of California, Berkeley.

Kim, Y-W (2002) The implications of a new production paradigm for project cost control, Unpublished PhD Thesis, , University of California, Berkeley.

Kobayashi, Y (2001) Three-dimensional city modeler with fuzzy multiple layers perceptron: Application of soft computing in computer-aided architectural design systems, Unpublished PhD Thesis, , University of California, Los Angeles.

Kuprenas, J A (1988) Use of influence diagrams to assess the cost and schedule impact of construction changes, Unpublished PhD Thesis, , University of California, Berkeley.

Lee, C Y-H (2010) A probabilistic approach to the life-cycle cost assessment of preventive maintenance strategies on flexible pavements, Unpublished PhD Thesis, , University of California, Davis.

Lee, E B (2000) Constructability and productivity analysis for long life pavement rehabilitation strategies (LLPRS), Unpublished PhD Thesis, , University of California, Berkeley.

Lee, H W (2012) Application of target value design to energy efficiency investments, Unpublished PhD Thesis, , University of California, Berkeley.

Lee, S (2007) Understanding and quantifying the impact of changes on construction labor productivity: Integration of productivity factors and quantification methods, Unpublished PhD Thesis, , University of California, Berkeley.

Leino, J L (2008) Community and private sector approaches to development in Kenya, Unpublished PhD Thesis, , University of California, Berkeley.

Levinson, D M (1998) On whom the toll falls: A model of network financing, Unpublished PhD Thesis, , University of California, Berkeley.

Lin, M-C (2000) Contract design of private infrastructure concessions, Unpublished PhD Thesis, , University of California, Berkeley.

Lin, S L (2021) Environmental risk and delay analysis: Lessons learned from the california high speed rail project, Unpublished PhD Thesis, , University of California, Los Angeles.

Liu, H (2013) Adaptive optimization methods in system-level bridge management, Unpublished PhD Thesis, , University of California, Berkeley.

Liu, M (2007) Work flow variability and labor productivity loss for construction projects, Unpublished PhD Thesis, , University of California, Berkeley.

Meng, S (2023) Development of a regional wind risk assessment framework for wood-frame single-family residential building stock, Unpublished PhD Thesis, , University of California, Los Angeles.

Milberg, C T (2006) Application of tolerance management to civil systems, Unpublished PhD Thesis, , University of California, Berkeley.

Minato, T (1994) A methodology for project risk control: A work package-based approach using historical cost control data, Unpublished PhD Thesis, , University of California, Berkeley.

Moaveni, B (2007) System and damage identification of civil structures, Unpublished PhD Thesis, , University of California, San Diego.

Montoya, J L (2023) Promoting equitable pathways in engineering and career technical education, Unpublished PhD Thesis, , University of California, Irvine.

Nguyen, H V (2010) Process-based cost modeling to support target value design, Unpublished PhD Thesis, , University of California, Berkeley.

Nguyen, L d (2007) The dynamics of float, logic, resource allocation, and delay timing in forensic schedule analysis and construction delay claims, Unpublished PhD Thesis, , University of California, Berkeley.

Ostovar, M (2023) Environmental and social life cycle assessment (LCA) in transport infrastructure, Unpublished PhD Thesis, , University of California, Davis.

Pace, C B (1999) A factor-based three dimensional model of the process of new technology development in the construction engineering industry, Unpublished PhD Thesis, , University of California, Berkeley.

Parrish, K D (2009) Applying a set-based design approach to reinforcing steel design, Unpublished PhD Thesis, , University of California, Berkeley.

Peri, C A (2003) Impact of media on spatial communication: From paper to collaborative virtual environments, Unpublished PhD Thesis, , University of California, Berkeley.

Pridmore, A B (2009) Development of composite renewal systems for rapid rehabilitation and construction of bridge decks, Unpublished PhD Thesis, , University of California, San Diego.

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Tsai, M-T (2008) Real option-based procurement for transportation services, Unpublished PhD Thesis, , University of California, Irvine.

Tsao, C C Y (2005) Use of work structuring to increase performance of project-based production systems, Unpublished PhD Thesis, , University of California, Berkeley.

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Wong, J-M (2008) Extending performance-based design methods by applying structural engineering design patterns, Unpublished PhD Thesis, , University of California, Berkeley.