Lessons Learned on Adopting Automated Compliance Checking in the AEC Industry: A Global Study
Publication: Journal of Management in Engineering
Volume 39, Issue 4
Abstract
Over the last decades, numerous automated compliance checking (ACC) systems have been developed. However, ACC is still not broadly used in the architecture, engineering, and construction (AEC) industry today; little is known as to how ACC can be better accepted by the end users. This paper reports on a multicase study to learn valuable lessons from recent attempts to adopt ACC systems worldwide. Firstly, 18 semistructured interviews were conducted with 20 experts from eight countries, and supplementary data (e.g., documents, product information, and literature) related to each case were collected. Secondly, the interview and supplementary data were then coded to develop prominent themes. Thirdly, through a cross-case analysis, the 12 most determining variables that could influence the ACC adoption were identified. Three path models that explain the interrelationships between these variables and 10 propositions that can guide future ACC adoption were deduced. The results indicate that the government should play an important role to facilitate ACC adoption through funding, policies, and incentives. This study also provides valuable information to software vendors for delivering ACC systems that meet the needs of the industry, and for innovation managers in the industry to develop appropriate adoption plans for the ACC technology.
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Data Availability Statement
Some or all data, models, or code that support the findings of this study are available from the corresponding author upon reasonable request.
Acknowledgments
The project is funded by the New Zealand Building Research Levy (Contract No. LR12046). The authors are grateful to the experts involved in this study for their valuable time and contribution. The authors would also like to thank Yuqing Wu and Sze Nga Hung for assisting with the data collection and analysis in this study. The authors want to express their gratitude to editors and reviewers for their valuable comments and feedback.
References
ABAB (Australasian BIM Advisory Board). 2019. “Australian BIM strategic framework.” Accessed January 25, 2022. https://www.abab.net.au/.
Aksenova, G., A. Kiviniemi, T. Kocaturk, and A. Lejeune. 2019. “From Finnish AEC knowledge ecosystem to business ecosystem: Lessons learned from the national deployment of BIM.” Construct. Manage. Econ. 37 (6): 317–335. https://doi.org/10.1080/01446193.2018.1481985.
Amor, R., and J. Dimyadi. 2021. “The promise of automated compliance checking.” Dev. Built Environ. 5 (Mar): 100039. https://doi.org/10.1016/j.dibe.2020.100039.
Andresen, J., A. Baldwin, M. Betts, C. Carter, A. Hamilton, E. Stokes, and T. Thorpe. 2000. “A framework for measuring IT innovation benefits.” J. Inf. Technol. Constr. 5 (4): 57–72.
BAC (BIM Acceleration Committee). 2017. Three year report for the BIM Acceleration Committee. Wellington, New Zealand: BAC.
Beach, T. H., J.-L. Hippolyte, and Y. Rezgui. 2020. “Towards the adoption of automated regulatory compliance checking in the built environment.” Autom. Constr. 118 (Oct): 103285. https://doi.org/10.1016/j.autcon.2020.103285.
Beach, T. H., Y. Rezgui, H. Li, and T. Kasim. 2015. “A rule-based semantic approach for automated regulatory compliance in the construction sector.” Expert Syst. Appl. 42 (12): 5219–5231. https://doi.org/10.1016/j.eswa.2015.02.029.
Berends, L., and J. Johnston. 2005. “Using multiple coders to enhance qualitative analysis: The case of interviews with consumers of drug treatment.” Addict. Res. Theory 13 (4): 373–381. https://doi.org/10.1080/16066350500102237.
Blayse, A. M., and K. Manley. 2004. “Key influences on construction innovation.” Constr. Innovation 4 (3): 143–154. https://doi.org/10.1108/14714170410815060.
BSI (British Standards Institution). 2018. Specification for collaborative sharing and use of structured health and safety information using BIM. PAS 1192-6:2018. London: BSI.
buildingSMART Korea. 2022. “buildingSMART Korea projects.” Accessed September 27, 2022. https://www.buildingsmartkorea.org/work-projects-bim-research.
Built Offsite. 2017. “BIM advisory board makes first year.” Accessed September 29, 2022. https://builtoffsite.com.au/emag/issue-08/bim-advisory-board-marks-first-year/.
CAS (Compliance Audit Systems Limited). 2019. “Case study: Automated compliance audits.” In New Zealand National Science Challenge—Building Better Homes, Towns and Cities. Auckland, New Zealand: CAS.
CDBB. 2019. D-COM: Digitisation of requirements, regulations and compliance checking processes in the built environment. Cambridge, UK: UK Centre for Digital Built Britain.
Ciribini, A., S. M. Ventura, and M. Paneroni. 2016. “Implementation of an interoperable process to optimise design and construction phases of a residential building: A BIM Pilot Project.” Autom. Constr. 71 (Nov): 62–73. https://doi.org/10.1016/j.autcon.2016.03.005.
Clayton, M., P. Fudge, and J. Thompson. 2013. “Automated plan review for building code compliance using BIM.” In Proc., 20th Int. Workshop: Intelligent Computing in Engineering (EG-ICE 2013), 1–10. Munich, Germany: European Group for Intelligent Computing in Engineering.
Cohen, J. 1960. “A coefficient of agreement for nominal scales.” Educ. Psychol. Meas. 20 (1): 37–46. https://doi.org/10.1177/001316446002000104.
Construction Innovation Hub. 2022. “Construction innovation hub.” Accessed September 29, 2022. https://constructioninnovationhub.org.uk/.
CRC Australia. 2005. An advanced computer software tool that provides automated checking of designs against building codes. Brisbane, Australia: Australian Cooperative Research Centre for Construction Innovation.
Creswell, J. W. 1999. “Chapter 18—Mixed-method research: Introduction and application.” In Handbook of educational policy, edited by G. J. Cizek, 455–472. San Diego: Academic Press.
de Mello Brandão Vinholis, M., M. S. Macchione Saes, M. J. Carrer, and H. Meirelles de Souza Filho. 2021. “The effect of meso-institutions on adoption of sustainable agricultural technology: A case study of the Brazilian low carbon agriculture plan.” J. Cleaner Prod. 280 (Jan): 124334. https://doi.org/10.1016/j.jclepro.2020.124334.
Dewi, M. A. A., A. N. Hidayanto, B. Purwandari, M. Kosandi, and N. F. A. Budi. 2018. “Smart city readiness model using technology-organization-environment (TOE) framework and its effect on adoption decision.” In Proc., 22nd Pacific Asia Conf. on Information Systems (PACIS 2018), 268. Atlanta, GA: Association for Information Systems.
Dimyadi, J., and R. Amor. 2013. “Automated building code compliance checking. Where is it at?” In Proc., CIB World Building Congress 2013, 172–185. Brisbane, Australia: International Council for Research and Innovation in Building and Construction.
Dimyadi, J., and R. Amor. 2017. “Automating conventional compliance audit processes.” In Proc., Int. Conf. on Product Lifecycle Management, 324–334. Seville, Spain: Springer.
Dimyadi, J., and R. Amor. 2019. “BIM-supported compliance verification of performance-based car-park ventilation design.” In Proc., 4th Int. Conf. on Civil and Building Engineering Informatics (ICCBEI), 259–265. Sendai, Japan: Asian Group for Civil Engineering Informatics.
Dimyadi, J., S. Fernando, K. Davies, and R. Amor. 2020. “Computerising the New Zealand Building Code for automated compliance audit.” In Proc., 6th New Zealand Built Environment Research Symp. (NZBERS), 39–46. Auckland, New Zealand: Massey Univ.
Ding, L., R. Drogemuller, M. Rosenman, D. Marchant, and J. Gero. 2006. “Automating code checking for building designs-DesignCheck.” In Clients driving construction innovation: Moving ideas into practice, edited by K. Brown, K. Hampson, and P. Brandon, 113–126. Brisbane, Australia: Cooperative Research Centre for Construction Innovation.
Dorée, A. G. 2004. “Collusion in the Dutch construction industry: An industrial organization perspective.” Build. Res. Inf. 32 (2): 146–156. https://doi.org/10.1080/0961321032000172382.
Eastman, C., J.-M. Lee, Y.-S. Jeong, and J.-K. Lee. 2009. “Automatic rule-based checking of building designs.” Autom. Constr. 18 (8): 1011–1033. https://doi.org/10.1016/j.autcon.2009.07.002.
Eastman, C., P. Teicholz, R. Sacks, and K. Liston. 2011. BIM handbook: A guide to building information modeling for owners, managers, designers, engineers and contractors. Hoboken, NJ: Wiley.
ECSO (European Construction Sector Observatory). 2020. Policy fact sheet—The Estonian digital construction cluster. Brussels, Belgium: ECSO.
Edhlund, B., and A. McDougall. 2019. NVivo 12 essentials. Stallarholmen, Sweden: Form & Kunskap AB.
Evans, W. 1996. “Computer-supported content analysis: Trends, tools, and techniques.” Soc. Sci. Comput. Rev. 14 (3): 269–279. https://doi.org/10.1177/089443939601400302.
FIG (Future Insight Group). 2019. Technical report—Introducing a Building Information Model (BIM)-based process for building permits in Estonia. Zwolle, Netherlands: FIG.
Georgiadou, M. C. 2019. “An overview of benefits and challenges of building information modelling (BIM) adoption in UK residential projects.” Constr. Innovation 19 (3): 298–320. https://doi.org/10.1108/CI-04-2017-0030.
Gerring, J. 2017. Case study research: Principles and practices. Cambridge, UK: Cambridge University Press.
Goh, B.-H. 2007. “E-government for construction: The case of Singapore’s CORENET project.” In Proc., Research and Practical Issues of Enterprise Information Systems II, 327–336. Boston: Springer.
Hall, P. V., T. O’Brien, and C. Woudsma. 2013. “Environmental innovation and the role of stakeholder collaboration in West Coast port gateways.” Res. Transp. Econ. 42 (1): 87–96. https://doi.org/10.1016/j.retrec.2012.11.004.
Häußler, M., S. Esser, and A. Borrmann. 2021. “Code compliance checking of railway designs by integrating BIM, BPMN and DMN.” Autom. Constr. 121 (Jan): 103427. https://doi.org/10.1016/j.autcon.2020.103427.
Hjelseth, E. 2015. “BIM-based model checking (BMC).” In Building information modeling: Applications and practices, edited by R. R. A. Issa and S. Olbina, 33–61. Reston, VA: ASCE.
HM (Her Majesty’s) Government. 2013. Industrial strategy: Government and industry in partnership—Construction 2025. London: Her Majesty’s (HM) Government.
Hosseini, M. R., S. Banihashemi, N. Chileshe, M. O. Namzadi, C. Udeaja, R. Rameezdeen, and T. McCuen. 2016. “BIM adoption within Australian Small and Medium-sized Enterprises (SMEs): An innovation diffusion model.” Constr. Econ. Build. 16 (3): 71–86. https://doi.org/10.5130/AJCEB.v16i3.5159.
ISO (International Organization for Standardization). 2018. Organization and digitization of information about buildings and civil engineering works, including building information modelling (BIM)—Information management using building information modelling—Part 1: Concepts and principles. ISO 19650-1:2018. Geneva: ISO.
Jiang, R., C. Wu, X. Lei, A. Shemery, K. D. Hampson, and P. Wu. 2022. “Government efforts and roadmaps for building information modeling implementation: Lessons from Singapore, the UK and the US.” Eng. Constr. Archit. Manage. 29 (2): 782–818. https://doi.org/10.1108/ECAM-08-2019-0438.
Karlsson, C., M. Taylor, and A. Taylor. 2010. “Integrating new technology in established organizations.” Int. J. Oper. Prod. Manage. 30 (7): 672–699. https://doi.org/10.1108/01443571011057290.
Khemlani, L. 2005. “CORENET e-PlanCheck: Singapore’s automated code checking system.” AECbytes 1–8.
Kim, H., J.-K. Lee, J. Shin, and J. Choi. 2019. “Visual language approach to representing KBimCode-based Korea building code sentences for automated rule checking.” J. Comput. Des. Eng. 6 (2): 143–148. https://doi.org/10.1016/j.jcde.2018.08.002.
Kim, I., J. Choi, E. A. L. Teo, and H. Sun. 2020. “Development of K-BIM e-Submission prototypical system for the openBIM-based building permit framework.” J. Civ. Eng. Manage. 26 (8): 744–756. https://doi.org/10.3846/jcem.2020.13756.
Kim, J. B., and M. J. Clayton. 2010. “Support form-based codes with building information modeling—The parametric urban model case study.” In Proc., 30th Annual Conf. of the Association for Computer Aided Design in Architecture, 133–138. New York: Association for Computer Aided Design in Architecture.
Kong, S. W. R., L. T. Lau, S. Y. Wong, and D. T. Phan. 2020. “A study on effectiveness of Building Information Modelling (BIM) on the Malaysian construction industry.” In Proc., 2nd Global Congress on Construction, Material and Structural Engineering, 012035. Melaka, Malaysia: IOP Publishing.
Krijnen, T., and L. Van Berlo. 2016. “Methodologies for requirement checking on building models: A technology overview.” In Proc., 13th Int. Conf. on Design and Decision Support Systems in Architecture and Urban Planning, DDSS 2016, 1–11. Eindhoven, Netherlands: Technische Universiteit Eindhoven.
Landis, J. R., and G. G. Koch. 1977. “The measurement of observer agreement for categorical data.” Biometrics 33 (1): 159–174. https://doi.org/10.2307/2529310.
Lee, K., Y.-H. Park, G. Lee, W. Jung, S. Lee, and H. Lee. 2015. “An introduction to South Korea’s BIM knowledge base development project.” In Proc., 32nd Int. Symp. on Automation and Robotics in Construction (ISARC), 1–5. Oulu, Finland: International Association for Automation and Robotics in Construction.
Lee, Y., K. A. Kozar, and K. R. Larsen. 2003. “The technology acceptance model: Past, present, and future.” Commun. Assoc. Inf. Syst. 12 (Sep): 752–780. https://doi.org/10.17705/1CAIS.01250.
Liao, L., E. Teo Ai Lin, and S. P. Low. 2020. “Assessing building information modeling implementation readiness in building projects in Singapore.” Eng. Constr. Archit. Manage. 27 (3): 700–724. https://doi.org/10.1108/ECAM-01-2019-0028.
Lim, J. N., and F. Peltner. 2011. “Innovation performance of construction enterprises.” Constr. Innovation 11 (3): 282–304. https://doi.org/10.1108/14714171111149016.
Lincoln, Y. S., and E. G. Guba. 1985. Naturalistic inquiry. Los Angeles: SAGE.
Liu, A., G. Hodgson, and W. Lord. 2010. “Innovation in construction education: The role of culture in e-learning.” Archit. Eng. Des. Manage. 6 (2): 91–102. https://doi.org/10.3763/aedm.2009.0109.
Liu, B., M. Wang, Y. Zhang, R. Liu, and A. Wang. 2017. “Review and prospect of BIM policy in China.” In Proc., World Multidisciplinary Civil Engineering-Architecture-Urban Planning Symposium (WMCAUS), 022021. Bristol, UK: IOP Publishing.
Ma, L., R. Lovreglio, W. Yi, T. W. Yiu, and M. Shan. 2022. “Barriers and strategies for building information modelling implementation: A comparative study between New Zealand and China.” Int. J. Constr. Manage. (Feb): 1–10. https://doi.org/10.1080/15623599.2022.2040076.
Miles, M. B., A. M. Huberman, and J. Saldaña. 2018. Qualitative data analysis: A methods sourcebook. Los Angeles: SAGE.
Mohd Ishak, S. S., and S. Newton. 2016. “An innovation resistance factor model.” Constr. Econ. Build. 16 (3): 87–103. https://doi.org/10.5130/AJCEB.v16i3.5164.
Nanjing Government. 2021. “Nanjing issued the first BIM-based building consent within Jiangsu Province.” Accessed March 6, 2022. http://www.nanjing.gov.cn/bmdt/202105/t20210520_2942552.html.
Nanjing Government. 2022. “Ministry of Housing and Urban-Rural Development promotes the BIM-based building consent system of Nanjing.” Accessed March 6, 2022. http://www.nanjing.gov.cn/bmdt/202201/t20220114_3262742.html.
NBS (National Building Specification). 2014. “NBS pioneering automated checking of building regulations.” Accessed March 7, 2022. https://www.thenbs.com/about-nbs/press-releases/nbs-pioneering-automated-checking-of-building-regulations.
NSC-BBHTC (New Zealand National Science Challenge: Building Better Homes, Towns and Cities). 2019. Automating compliance audits: Software pilot validates automated compliance checking against building standards. Wellington, New Zealand: NSC-BBHTC.
O’Brien, B. 2021. “Zhang investigating BIM technology to automate building code compliance-checking, modular construction.” Accessed March 23, 2022. https://polytechnic.purdue.edu/newsroom/zhang-investigating-bim-technology-automate-building-code-compliance-checking-modular.
Oesterreich, T. D., and F. Teuteberg. 2016. “Understanding the implications of digitisation and automation in the context of Industry 4.0: A triangulation approach and elements of a research agenda for the construction industry.” Comput. Ind. 83 (Dec): 121–139. https://doi.org/10.1016/j.compind.2016.09.006.
Palinkas, L. A., S. M. Horwitz, C. A. Green, J. P. Wisdom, N. Duan, and K. Hoagwood. 2015. “Purposeful sampling for qualitative data collection and analysis in mixed method implementation research.” Adm. Policy Ment. Health 42 (5): 533–544. https://doi.org/10.1007/s10488-013-0528-y.
Papadonikolaki, E. 2018. “Loosely coupled systems of innovation: Aligning BIM adoption with implementation in Dutch construction.” J. Manage. Eng. 34 (6): 05018009. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000644.
Perera, S., S. Nanayakkara, M. N. N. Rodrigo, S. Senaratne, and R. Weinand. 2020. “Blockchain technology: Is it hype or real in the construction industry?” J. Ind. Inf. Integr. 17 (Mar): 100125. https://doi.org/10.1016/j.jii.2020.100125.
Piroozfar, P., E. R. Farr, A. H. Zadeh, S. T. Inacio, S. Kilgallon, and R. Jin. 2019. “Facilitating building information modelling (BIM) using integrated project delivery (IPD): A UK perspective.” J. Build. Eng. 26 (Nov): 100907. https://doi.org/10.1016/j.jobe.2019.100907.
Rowley, J. 2012. “Conducting research interviews.” Manage. Res. Rev. 35 (3/4): 260–271. https://doi.org/10.1108/01409171211210154.
Saldaña, J. 2015. The coding manual for qualitative researchers. Los Angeles: SAGE.
Sari, K., and R. Bogdan. 1992. Qualitative research for education: An introduction to theory and methods. Boston: Allyn and Bacon.
Shen, L., R. Edirisinghe, and M. Yang. 2016. “An investigation of BIM readiness of owners and facility managers in Singapore: Institutional case study.” In Proc., CIB World Building Congress (WBC) 2016, 259–270. Tampere, Finland: International Council for Research and Innovation in Building and Construction.
Soliman-Junior, J., P. Tzortzopoulos, and M. Kagioglou. 2022. “Designers’ perspective on the use of automation to support regulatory compliance in healthcare building projects.” Construct. Manage. Econ. 40 (2): 123–141. https://doi.org/10.1080/01446193.2021.2022176.
Sunström, E. 1999. “Should mothers work? Age and attitudes in Germany, Italy and Sweden.” Int. J. Social Welfare 8 (3): 193–205. https://doi.org/10.1111/1468-2397.00083.
Suprun, E., R. Stewart, O. Sahin, and K. Panuwatwanich. 2021. “Enhancing innovativeness in the construction sector: A system dynamics analysis.” In Proc., 11th Int. Conf. on Construction in the 21st Century, 41–46. London: Springer.
Tigabu, A. D., F. Berkhout, and P. van Beukering. 2015. “The diffusion of a renewable energy technology and innovation system functioning: Comparing bio-digestion in Kenya and Rwanda.” Technol. Forecast. Soc. Change 90 (Jan): 331–345. https://doi.org/10.1016/j.techfore.2013.09.019.
Tornatzky, L. G., M. Fleischer, and A. K. Chakrabarti. 1990. Processes of technological innovation. Idaho Falls, ID: Lexington Books.
UK BIM Task Group. 2011. A report for the Government Construction Client Group—Building Information Modelling (BIM) Working Party Strategy Paper. London: UK Department for Business, Innovation and Skills.
Wang, S., Z. Liu, Q. Hao, Q. Zhao, and X. Wu. 2021. “A survey on the development of data-driven compliance checking and government’s purchasing AI for compliance checking in China.” [In Chinese.] China Eng. Consulting 2: 68–79.
Ward, C. 2014. “BCAider.” Accessed March 6, 2022. https://csiropedia.csiro.au/bcaider/.
Yin, R. K. 2011. Applications of case study research. Thousand Oaks, CA: SAGE.
Yin, R. K. 2013. “Validity and generalization in future case study evaluations.” Evaluation 19 (3): 321–332. https://doi.org/10.1177/1356389013497081.
Yisa, S. B., I. Ndekugri, and B. Ambrose. 1996. “A review of changes in the UK construction industry.” Eur. J. Mark. 30 (3): 47–64. https://doi.org/10.1108/03090569610107427.
Zhang, R., and N. El-Gohary. 2019. “A machine learning-based method for building code requirement hierarchy extraction.” In Proc., 2019 Canadian Society for Civil Engineering Annual Conf., 157930. Laval, Canada: Canadian Society for Civil Engineering.
Zhao, Y., X. Deng, and H. Lai. 2021. “Reconstructing BIM from 2D structural drawings for existing buildings.” Autom. Constr. 128 (Aug): 103750. https://doi.org/10.1016/j.autcon.2021.103750.
Zou, Y., Y. Wu, B. H. W. Guo, E. Papadonikolaki, J. Dimyadi, and S. N. Hung. 2022. “Investigating the New Zealand offsite manufacturing industry’s readiness for automated compliance checking.” J. Constr. Eng. Manage. 148 (12): 05022013. https://doi.org/10.1061/(ASCE)CO.1943-7862.0002384.
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Journal of Management in Engineering
Volume 39 • Issue 4 • July 2023
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© 2023 American Society of Civil Engineers.
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Received: Apr 27, 2022
Accepted: Feb 1, 2023
Published online: May 5, 2023
Published in print: Jul 1, 2023
Discussion open until: Oct 5, 2023
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