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Çıdık, M S (2020) Project Managing the Social Value of Built Assets: A Call for a Focus on Value Manifestation. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 35-44.

Abadi, M and Sammuneh, M A (2020) Integrating Circular Economy and Constructability Research: An Initial Development of a Lifecycle "Circularity" Assessment Framework and Indicators. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 516-525.

af Hällström, A and Bosch-Sijtsema, P (2020) Collaboration and Relationships in Nordic Infrastructure Project Networks. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 245-254.

Agbaxode, P D K, Saghatforoush, E and Dlamini, S (2020) Integrated Project Delivery (IPD): Projecting a Common Good to Key Participants and the Project . In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 136-145.

Agbesi, K, Kissi, E and Adjei-Kumi, T (2020) Implementation of Sustainable Procurement Practices in Public Sector Construction Organisation in Ghana. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 526-535.

Al-Muqdadi, F (2020) Assessing the Potentials of Heritage Building Information Modelling (HBIM) in Damaged Heritage Reconstruction. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 25-34.

Alaqad, M, Gidado, K, Piroozfar, P, Alkhadim, M and Dorgham, A (2020) Efficacy of Value Management System in Building Projects: A UK Perspective. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 146-155.

Alencastro, J, Fuertes, A and de Wilde, P (2020) Quality Management in UK Social Housing Projects: Addressing Thermal Performance. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 156-165.

Amorocho, J A P and Hartmann, T (2020) Decision-Making Process to Select Energy-Efficient Renovation Alternatives for Residential Buildings: Two Case Studies. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 635-644.

Andersson, R and Buser, M (2020) On the Road to Nowhere? The Challenges of Aligning Construction and Demolition Waste Practices with Circular Economy. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 536-545.

Arai, K and Morimoto, E (2020) Renovation of the Japanese Construction Industry: Evaluation of I-Construction from the Perspective of Construction Management. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 166-175.

Atanasov, V, Greenwood, D and Robson, S (2020) The Management of Disputes as an Element of Construction Transaction Costs: An Empirical Study. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 235-244.

Attrill, R and Mickovski, S B (2020) Issues to be Addressed with Current BIM Adoption, Prior to the Implementation of BIM Level 3. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 336-345.

Atuahene, B T, Kanjanabootra, S and Gajendra, T (2020) Benefits of Big Data Application Experienced in the Construction Industry: A Case of an Australian Construction Company. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 346-355.

Baker, H, Smith, S, Masterton, G and Hewlett, B (2020) Data-Led Learning: Using Natural Language Processing (NLP) and Machine Learning to Learn from Construction Site Safety Failures. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 356-365.

• Type: Conference Proceedings
• Keywords: Learning, Failure, NLP (Natural Language Processing), Machine Learning, AI
• ISBN/ISSN: 978-0-9955463-3-2
• URL: http://www.arcom.ac.uk/-docs/proceedings/5e24da45941b8abc753d694cd4b9776b.pdf
• Abstract:
  

  Failures happen. Innumerable sources immortalise the importance of our ability to learn from these mistakes. However, within the construction industry, there is heavy reliance on learning from large forensically examined case-studies of catastrophic events and a lack of attention to the more frequent, lower consequence and yet repetitive failures. These smaller failures, such as lower consequence safety incidents or quality issues found during construction, can have huge cumulative consequences. The Health and Safety Executive in their 2018 Annual Report estimated that safety injuries on site cost £490M to the UK economy that year, while previous research has shown that rework can account for over 20% of a contract’s value and 52% of cost growth. There are clearly benefits in reducing these repetitive safety and quality mistakes. Part of this historic inattention is due to difficultly in analysis and sense-making of these failures. While information is collected about the failure event, either due to regulation (e.g. in the case of safety incidents) or for corrective processes (e.g. for quality issues), the data tends to be in the form of free-text, notoriously difficult to analyse. To address this, we present an attribute-based method which implements Natural Language Processing (NLP) and Machine Learning to the textual data collected after a failure on-site to extract insights and trends. Using a set of failure reports provided by a UK based construction company, we refine a set of attribute-based event descriptors and train an NLP model to automatically extract these from new failure reports. These findings allow systematic analysis and learning from textual failure data to improve construction site practices and facilitate data driven decision-making on site. This method also anonymises the reports, allowing potential data sharing and learning across the industry.

Bakhaty, Y and Kaluarachchi, Y (2020) Critical Success Factors, Barriers and Challenges for Adopting Offsite Prefabrication: A Systematic Literature Review. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 366-375.

Banteli, A, Stevenson, V and Patel, H (2020) Embodied Energy Considerations in a BIM-Enabled Building Design Process: An Ethnographic Case Study. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 376-385.

Bouazza, T and Greenwood, D (2020) An Investigation of Performance Gaps in the Design of UK Healthcare Facilities. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 766-775.

Brooks, T, Bruen, J and Curran, M (2020) The Value of ‘Non-Value Adding’ Activity. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 14-23.

Bruen, J, Spillane, J P and Brooks, T (2020) Post-Disaster Affordable and Sustainable House Design and Delivery: An International Non-Governmental Organisation (INGO) Perspective. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 686-695.

Bugg, R A and Redden, L W (2020) Assessment and Improvement of a Required Construction Management Service-Learning Course . In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 696-705.

Buhl, H, Andersen, M and Harty, J (2020) Construction Industry 4.0: Entangling Colliding Practices. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 386-395.

Callaghan, N and Marcano-Salcedo, M (2020) A Study of the Housing Needs of Residents in Informal Settlements in the Dominican Republic. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 546-555.

Chan, P W (2020) Construction in the Platform Society: New Directions for Construction Management Research. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 396-405.

Cheung, C M, Bowen, P, Cattell, K and Davis, J (2020) Construction Professionals' Commitment to the Organisation, Work-Life Balance, and Well-Being. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 176-185.

Chileshe, N and Kavishe, N (2020) Capacity Building for Tanzanian Public-Private Partnerships (PPPs) Projects: Challenges and Advocated Solutions. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 186-195.

Chiponde, D B, Gledson, B and Greenwood, D (2020) An Integrated Approach to Learning from Project-Related Failures. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 196-204.

Clarke, N, Bradley, J G and Spillane, J P (2020) Mental Health and Well-Being in Micro-Enterprises in the Construction Industry: An Irish Perspective. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 746-754.

Comiskey, D and Wilson, K (2020) A Performance Barrier? Cavity Barrier Installation in Wall Envelope Makeups. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 205-214.

Davis, S, Davis, T, Howell, D and Leitzke, D (2020) Building Engineers and Construction Managers: The Impact of International Service Projects on the Development of Undergraduate Students. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 715-724.

Dempsey, H, Curran, M and Spillane, J P (2020) Scaffolding Safety in the UK and Ireland: A Framework to Improve Health and Safety Neglect on Small and Medium-sized Construction Projects. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 406-415.

Denny-Smith, G and Loosemore, M (2020) A Theoretical Framework of Social Value in Construction Employment. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 45-54.

Emuze, F (2020) Factors causing fatigue and safety-related errors on construction sites In Bloemfontein. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 215-224.

Farrow, B and Burt, R (2020) Service Learning: Aligning University Mission with Design and Construction. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 725-734.

Frederiksen, N and Gottlieb, S C (2020) From Partnership to Firm: Hybridity as Source of Routine Change. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 55-64.

Gade, A N and Opoku, A (2020) Challenges for Implementing the Sustainable Development Goals in the Danish Construction Industry: Building Owners' Perspective. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 615-624.

Gerding, D, Wamelink, H and Leclercq, E (2020) Implementation of Circularity in the Building Process: A Case Study Research into Organizing the Actor Network and Decision-Making Process. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 556-565.

Giupponi, N and Thomson, C (2020) The Implication of Advances in Community Mapping Through Spatial Information Technologies for Urban Regeneration Projects. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 735-744.

Gottlieb, S C, Koch, C, Frederiksen, N and Vogelius, P (2020) Governing the Common Good: Collective Action in Institutional Maintenance. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 225-234.

Grosse, H (2020) Autoethnographic Writing as a Strategic Tool in a Medium-Sized Construction Company: A Strategy as Practice Approach. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 776-785.

Gyasi-Addo, A J and Bennadji, A (2020) Investigating the Major Causes of Morphological Transformations in the CBD of Accra and the Impact on Urban Heat Island Intensity. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 566-575.

Huovinen, P (2020) Advancement of the Design of AEC-Related Business Management Concepts Along the Common Good Dimension. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 255-264.

Ismaeel, W S E (2020) An Integrated Model for Energy-Efficient Building Opening Design. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 576-584.

Kavishe, N and Chileshe, N (2020) Factors Influencing Bid/No Bid Decision of Foreign Contractors in Tanzania. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 755-764.

Kavuri, A S, Soetanto, R, Goodier, C, Murguia, D and Szczygiel, M (2020) Scenarios for the Digitalisation of the Construction Industry. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 425-434.

Kifokeris, D and Koch, C (2020) Swedish lean construction practices identified in the last decade of research. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 435-444.

Kifokeris, D, Tjell, J, Viklund-Tallgren, M, Farah, L N and Roupé, M (2020) Challenges in the Digital Transformation of Lean Design Methods: A Case Study. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 445-454.

Klitgaard, A, Svidt, K and Gottlieb, S C (2020) Ethnography, Impression Management and Shifting Practices. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 455-464.

Koch, C and Buser, M (2020) Good Enough Quality: Multiple Quality Cultures in a Swedish Region. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 465-474.

Kuitert, L, Volker, L and Hermans, M H (2020) The Public Construction Client of the Future: Network-Based Collaborator in a Traditional Public Administrative System. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 265-274.

Lawani, K, Hare, B, Cameron, I and Soto, L M I (2020) Exploring the Impact of Alcohol Abuse on Construction Sites in Santo Domingo, Dominican Republic. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 585-594.

Lim, S H and Chan, T K (2020) Enhancing Student Motivation and Learning with Monetary Prizes in a Construction Management Undergraduate Subject . In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 706-714.

Liu, Q, Feng, Y and London, K (2020) Conceptual Model for Managing Mental Health in the Culturally Diverse Construction Workforce. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 595-604.

Loosemore, M, Hammad, A and Alkilani, S Z (2020) Refugee Experiences of Finding Decent Work in the Australian Construction Industry. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 65-74.

McLarnon, C, Spillane, J P, Bradley, J, McCartan, N and Nelson, M (2020) Open Innovation Within Loughview Timber: How Knowledge Transfer is Opening Doors to New Markets . In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 95-104.

Morsi, D M A, Ismaeel, W S E, El Hamed, A E A and Othman, A A E (2020) Applying LCA-BIM Integration for a Sustainable Management Process. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 416-424.

Norell, M, Stehn, L and Engström, D (2020) Architectural Design of Vertical Extensions of Buildings: A Risk Perspective on Complexity. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 625-634.

Obiri, K A, Bjeirmi, B, Moore, D and Boateng, P (2020) Infrastructure Development in the West African Extractive Industry: A System Thinking Approach. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 275-284.

Opoku, A, Zhao, S, Lok, K L, Chen, C and Umar, T (2020) Promoting Employee Safety Performance in the Chinese Construction Industry. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 285-294.

Oti-Sarpong, K and Burgess, G (2020) Offsite Manufacturing and Construction Industry Transformation: A Multi-Level Sociotechnical Transitions Perspective. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 475-484.

Pirzadeh, P, Lingard, H and Blismas, N (2020) A Multilevel Socio-Technical Perspective on Work Health and Safety Related Design Decision Making. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 645-654.

Robinson, P and McIlwaine, S (2020) Losing Ground: Adapting Construction Management Approaches to Permafrost Retreat. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 605-614.

Salazar-Vela, J, Blay, K and Demian, P (2020) Social Value in the Digitalised Construction Environment. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 75-84.

Saridaki, M and Haugbølle, K (2020) Informing Early Stage Design Through LCC Data. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 655-664.

Selman, A D and Gade, A N (2020) Barriers of Incorporating Circular Economy in Building Design in a Danish Context. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 665-674.

Shayboun, M, Kifokeris, D and Koch, C (2020) Machine Learning for Analysis of Occupational Accidents Registration Data. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 485-494.

Smallwood, J J and Allen, C J (2020) The Impact of a First-Year Orientation Team Building Event:A Longitudinal Review. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 85-94.

Smallwood, J J, Allen, C J and Deacon, C H (2020) The Role of Industry 4.0 in Construction Occupational Health (OH). In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 495-504.

Sospeter, N G and Kikwasi, G J (2020) Barriers to Mentoring of Graduates in Quantity Surveying Firms: Finding a Good Fit. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 295-304.

Sundquist, V, Leto, A D, Gustafsson, M, Johansson, M and Roupé, M (2020) BIM in Construction Production: Gains and Hinders for Firms, Projects and Industry . In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 505-514.

Svensson, I (2020) Change In Public Facilities Management Organisations: The Connection Between Emotions, Humans And Objects. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 786-795.

Troje, D (2020) Can I Get Some Help Down Here? Inter-Project Support for Creating Social Value through Social Procurement. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 105-114.

Uchehara, I, Hamma-adama, M and Moore, D (2020) Highway Sustainability Construction: Reducing Carbon Emissions Using Process Management. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 305-314.

Wang, X, Liu, R, Ye, K and Tekka, R S (2020) Modelling the Cost of Collusion in the Construction Industry: A Case of China. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 115-124.

Wijewickrama, M K C S, Chileshe, N, Rameezdeen, R and Ochoa, J J (2020) Best Practices for Diverting Demolition Waste from Landfill: A Systematic Literature Review . In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 675-684.

Zhang, K and Cui, Q (2020) Does P3 Favour Large Companies? from Equity Financing to Social Equity. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 125-134.

Zhang, R P, Bowen, P and Edwards, P (2020) Work-Related Strain Effects and Coping Strategies among South African Construction Professionals. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 315-324.

Zomer, T, Neely, A and Parlikad, A (2020) Institutional Pressures and Decoupling in Construction Projects: An Analysis of Building Information Modelling Implementation. In: Scott, L and Neilson, C J (Eds.), Proceedings 36th Annual ARCOM Conference, 7-8 September 2020, UK, Association of Researchers in Construction Management, 325-334.