A Method to Include Life Cycle Assessment Results in Choosing by Advantage (CBA) Multicriteria Decision Analysis. A Case Study for Seismic Retrofit in Peruvian Primary Schools

Building information modeling (BIM) is an emerging technology that improves visualization, understanding, and transparency in construction projects. Its use in Latin America and the Caribbean (LA&C), while still scarce, is developing in combination with multi-criteria decision-making (MCDM) methods, such as the choosing by advantages (CBA) method. Despite the holistic nature of MCDM methods, the inclusion of life cycle environmental metrics is lagging in construction projects in LA&C. However, recent studies point toward the need to optimize the synergies between BIM and life cycle assessment (LCA), in which a method like CBA could allow improving the quality of the decisions. Therefore, the main objective of this study is to integrate LCA and CBA methods to identify the effect that the inclusion of environmental impacts can have on decision-making in public procurement, as well as comparing how this final decision differs from an exclusively LCA-oriented interpretation of the results. Once the LCA was performed, a set of additional criteria for the CBA method were fixed, including transparency, technical, and social indicators. Thereafter, a stakeholder participative workshop was held in order to gather experts to elucidate on the final decision. The methodology was applied to a relevant construction sector problem modelled with BIM in the city of Lima (Peru), which consisted of three different construction techniques needed to retrofit educational institutions. Results from the LCA-oriented assessment, which was supported by Monte Carlo simulation, revealed a situation in which the masonry-based technique showed significantly lower environmental impacts than the remaining two options. However, when a wider range of technical, social, and transparency criteria are added to the environmental indicators, this low-carbon technique only prevailed in those workshop tables in which environmental experts were present and under specific computational assumptions, whereas teams with a higher proportion of government members were inclined to foster alternatives that imply less bureaucratic barriers. Finally, the results constitute an important milestone when it comes to including environmental factors in public procurement in LA&C.

[1]  Rehan Sadiq,et al.  Sustainability assessment of flooring systems in the city of Tehran: An AHP-based life cycle analysis , 2011 .

[2]  Sandra Santa-Cruz,et al.  Social sustainability dimensions in the seismic risk reduction of public schools: a case study of Lima, Peru , 2016 .

[3]  Yun Liu,et al.  Sustainable Public Procurement Policies on Promoting Scientific and Technological Innovation in China: Comparisons with the U.S., the UK, Japan, Germany, France, and South Korea , 2018, Sustainability.

[4]  O. Jolliet,et al.  Global guidance on environmental life cycle impact assessment indicators: impacts of climate change, fine particulate matter formation, water consumption and land use , 2018, The International Journal of Life Cycle Assessment.

[5]  Antonio Messineo,et al.  How can life cycle thinking support sustainability of buildings? Investigating life cycle assessment applications for energy efficiency and environmental performance , 2018, Journal of Cleaner Production.

[6]  Mark A. J. Huijbregts,et al.  ReCiPe2016: a harmonised life cycle impact assessment method at midpoint and endpoint level , 2016, The International Journal of Life Cycle Assessment.

[7]  María Molinos-Senante,et al.  Selecting appropriate wastewater treatment technologies using a choosing-by-advantages approach. , 2018, The Science of the total environment.

[8]  Xavier Brioso,et al.  Using 5D Models and Cba for Planning the Foundations and Concrete Structure Stages of a Complex Office Building , 2020 .

[9]  A. Cohen,et al.  Health effects of fine particulate matter in life cycle impact assessment: findings from the Basel Guidance Workshop , 2014, The International Journal of Life Cycle Assessment.

[10]  Xavier Brioso,et al.  Using Immersive Virtual Reality to Improve Choosing by Advantages System for the Selection of Fall Protection Measures , 2019 .

[11]  Frank Schultmann,et al.  Building Information Modeling (BIM) for existing buildings — Literature review and future needs , 2014 .

[12]  Paris A. Fokaides,et al.  Building information modelling applications in smart buildings: From design to commissioning and beyond A critical review , 2020 .

[13]  Guoping Gao,et al.  Adoption of the Building Information Modeling (BIM) for Construction Project Effectiveness: The Review of BIM Benefits , 2016 .

[14]  Ayhan Irfanoglu,et al.  Performance of Template School Buildings during Earthquakes in Turkey and Peru , 2009 .

[15]  Robert Eadie,et al.  BIM implementation throughout the UK construction project lifecycle: An analysis , 2013 .

[16]  Daniel Jato-Espino,et al.  A review of application of multi-criteria decision making methods in construction , 2014 .

[17]  Qinghua Zhu,et al.  Green Public Procurement, missing concepts and future trends – A critical review , 2018 .

[18]  Michael D. Lepech,et al.  Application of life-cycle assessment to early stage building design for reduced embodied environmental impacts , 2013 .

[19]  Hessam AzariJafari,et al.  Challenges and opportunities for integrating BIM and LCA: Methodological choices and framework development , 2021 .

[20]  Wouter Buytaert,et al.  Water for cities: The impact of climate change and demographic growth in the tropical Andes , 2012 .

[21]  A. Horvath,et al.  Can life-cycle assessment produce reliable policy guidelines in the building sector? , 2017 .

[22]  Alexander Passer,et al.  LCA and BIM: Integrated Assessment and Visualization of Building Elements' Embodied Impacts for Design Guidance in Early Stages , 2018 .

[23]  A. Prota,et al.  Remarks on damage and response of school buildings after the Central Italy earthquake sequence , 2019, Bulletin of Earthquake Engineering.

[24]  Luís Bragança,et al.  Integrating BIM-Based LCA and Building Sustainability Assessment , 2020, Sustainability.

[25]  Danny Murguia,et al.  Using “Choosing by Advantages” and 4D Models to Select the Best Construction-Flow Option in a Residential Building , 2017 .

[26]  R. Kahhat,et al.  Is climate change-centrism an optimal policy making strategy to set national electricity mixes? , 2015 .

[27]  Claudia Calderon-Hernandez,et al.  Lean, BIM and Augmented Reality Applied in the Design and Construction Phase: A Literature Review , 2018 .

[28]  Luisa F. Cabeza,et al.  Life cycle assessment (LCA) and life cycle energy analysis (LCEA) of buildings and the building sector: A review , 2014 .

[29]  R. Kahhat,et al.  Peru's road to climate action: Are we on the right path? The role of life cycle methods to improve Peruvian national contributions. , 2019, The Science of the total environment.

[30]  Amin Hammad,et al.  Developing surrogate ANN for selecting near-optimal building energy renovation methods considering energy consumption, LCC and LCA , 2019, Journal of Building Engineering.

[31]  Endrit Hoxha,et al.  BIM and LCA Integration: A Systematic Literature Review , 2020, Sustainability.

[32]  Sergio Russo Ermolli,et al.  Process innovations for the digitalization of public procurement: synergies between BIM and multi-criteria analysis , 2017 .

[33]  Joshua Ayarkwa,et al.  Choosing By Advantages incorporated framework for a user-involved design process , 2018 .

[34]  Antonio García-Martínez,et al.  Life cycle assessment (LCA) of building refurbishment: A literature review , 2017 .

[35]  Christina H. Paxson,et al.  The Allocation and Impact of Social Funds: Spending on School Infrastructure in Peru , 2002 .

[36]  Arianna Dominici Loprieno,et al.  A life cycle approach to Green Public Procurement of building materials and elements: A case study on windows , 2011 .

[37]  Pascal Lesage,et al.  Empirically based uncertainty factors for the pedigree matrix in ecoinvent , 2016, The International Journal of Life Cycle Assessment.

[38]  Salman Azhar,et al.  Building Information Modeling (BIM): Trends, Benefits, Risks, and Challenges for the AEC Industry , 2011 .

[39]  Iris D. Tommelein,et al.  Selecting Globally Sustainable Materials: A Case Study Using Choosing by Advantages , 2016 .

[40]  R. Somoza,et al.  Late Cretaceous to recent plate motions in western South America revisited , 2012 .

[41]  Fernanda Almeida Machado,et al.  BIM in Latin American Countries: An Analysis of Regulation Evolution , 2020 .

[42]  C. Mutch The role of schools in disaster settings: Learning from the 2010–2011 New Zealand earthquakes , 2015 .

[43]  Xavier Brioso,et al.  Comparing Virtual Reality and 2-Dimensional Drawings for the Visualization of a Construction Project , 2019, Computing in Civil Engineering.

[44]  B. Weidema,et al.  Carbon Footprint , 2008 .

[45]  Ana Beatriz Lopes de Sousa Jabbour,et al.  Unveiling barriers to sustainable public procurement in emerging economies: Evidence from a leading sustainable supply chain initiative in Latin America , 2018, Resources, Conservation and Recycling.

[46]  R. Kahhat,et al.  Production of cement in Peru: Understanding carbon-related environmental impacts and their policy implications , 2019, Resources, Conservation and Recycling.

[47]  P. Arroyo,et al.  A new approach for integrating environmental, social and economic factors to evaluate asphalt mixtures with and without waste tires , 2018 .

[48]  Hans-Jürgen Dr. Klüppel,et al.  The Revision of ISO Standards 14040-3 - ISO 14040: Environmental management – Life cycle assessment – Principles and framework - ISO 14044: Environmental management – Life cycle assessment – Requirements and guidelines , 2005 .

[49]  Miguel A. Pando,et al.  Preliminary Methodology for the Integration of Lean Construction, BIM and Virtual Reality in the Planning Phase of Structural Intervention in Heritage Structures , 2019 .

[50]  Javier Irizarry,et al.  Immersive environment for improving the understanding of architectural 3D models: Comparing user spatial perception between immersive and traditional virtual reality systems , 2017 .

[51]  Carmine Cavalliere,et al.  Life cycle assessment data structure for building information modelling , 2018, Journal of Cleaner Production.

[52]  Bo Pedersen Weidema,et al.  Multi-user test of the data quality matrix for product life cycle inventory data , 1998 .

[53]  Xianbo Zhao,et al.  A scientometric review of global BIM research: Analysis and visualization , 2017 .

[54]  Sandra Santa-Cruz,et al.  Seismic Evaluation of Incremental Seismic Retrofitting Techniques for Typical Peruvian Schools , 2017 .

[55]  P. Hamelin,et al.  Effect of external FRP retrofitting on reinforced concrete short columns for seismic strengthening , 2009 .

[56]  Paz Arroyo,et al.  A new method for applying choosing by advantages (CBA) multicriteria decision to a large number of design alternatives , 2018 .

[57]  Xavier Brioso,et al.  Transparency-based protocol for decision-making regarding seismic rehabilitation projects of public buildings , 2021 .

[58]  Charles M. Eastman,et al.  BIM Handbook , 2018 .

[59]  Ming Hu,et al.  Building impact assessment—A combined life cycle assessment and multi-criteria decision analysis framework , 2019, Resources, Conservation and Recycling.

[60]  P. Arroyo,et al.  Residential curbside waste collection programs design: A multicriteria and participatory approach using choosing by advantages. , 2020, Waste management.

[61]  John Tookey,et al.  Building Information Modelling (BIM) uptake: Clear benefits, understanding its implementation, risks and challenges , 2017 .

[62]  Paz Arroyo,et al.  Applying Choosing by Advantages in the Public Tendering Procedure , 2017 .

[63]  Zampori Luca,et al.  Suggestions for updating the Product Environmental Footprint (PEF) method , 2019 .

[64]  Daniel QUIUN,et al.  REPAIR AND SEISMIC RETROFITTING OF HOSPITAL AND SCHOOL BUILDINGS IN PERU , 2002 .

[65]  Matthew R. Hallowell,et al.  Collaborating in decision making of sustainable building design: An experimental study comparing CBA and WRC methods , 2016 .

[66]  Peter E.D. Love,et al.  A conceptual framework for integrating building information modeling with augmented reality , 2013 .

[67]  R. Kahhat,et al.  Introducing environmental decision‐making criteria to foster Green Public Procurement in Peru , 2021, Integrated environmental assessment and management.

[68]  Jonathan Steuer,et al.  Defining virtual reality: dimensions determining telepresence , 1992 .

[69]  John Tookey,et al.  SHAVING BIM: ESTABLISHING A FRAMEWORK FOR FUTURE BIM RESEARCH IN NEW ZEALAND , 2012 .

[70]  Ghang Lee,et al.  The Status of BIM Adoption on Six Continents , 2015 .