Factors Influencing the Acceptance of BIM-Based Automated Code Compliance Checking in the AEC Industry in China
Publication: Journal of Management in Engineering
Volume 39, Issue 6
Abstract
With the rapid development of building information modeling (BIM) and Industry Foundation Classes, BIM-based automated code compliance checking (ACCC) has long been desired by the architecture, engineering, and construction (AEC) industry. Numerous studies on the technological issues of BIM-based ACCC have been conducted over the past decade, but no studies have focused on the acceptance of BIM-based ACCC by the AEC industry. Understanding how the industry views BIM-based ACCC and the factors that influence the industry’s perception will give a clear direction to research, development, and application of this process in both technological and managerial areas. To fill the gap, this study used a hybrid approach that incorporates Decision-Making Trial and Evaluation Laboratory and Interpretative Structural Modeling methods to study the factors influencing the acceptance of BIM-based ACCC in the AEC industry in China in terms of five different dimensions (technology, organization, individual, environment, and economy) to reveal the importance of each factor and the interaction among factors. Data in this study were collected from both the design sector and the construction sector. Similarities and differences in attitudes toward BIM-based ACCC in firms in the two sectors are fully addressed and compared, and suggestions to encourage better acceptance and adoption of BIM-based ACCC in each of these sectors are provided.
Get full access to this article
View all available purchase options and get full access to this article.
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
This study received support from the National Natural Science Foundation of China (NSFC) under Grant Nos. 72031008 and 71901161. The authors thank the NSFC for its financial support and are grateful to all the respondents and interviewees who participated in the survey.
References
Ahuja, R., A. Sawhney, M. Jain, M. Arif, and S. Rakshit. 2018. “Factors influencing BIM adoption in emerging markets—The case of India.” Int. J. Construct. Manage. 20 (1): 65–76. https://doi.org/10.1080/15623599.2018.1462445.
Ahuja, R., A. Sawhney, M. Jain, M. Arif, and S. Rakshit. 2020. “Factors influencing BIM adoption in emerging markets—The case of India.” Int. J. Construct. Manage. 20 (1): 65–76. https://doi.org/10.1080/15623599.2018.1462445.
Akinade, O. O., L. O. Oyedele, S. O. Ajayi, M. Bilal, H. A. Alaka, H. A. Owolabi, and O. O. Arawomo. 2018. “Designing out construction waste using BIM technology: Stakeholders’ expectations for industry deployment.” J. Cleaner Prod. 180 (Apr): 375–385. https://doi.org/10.1016/j.jclepro.2018.01.022.
Asadi, S., M. Nilashi, M. Iranmanesh, M. Ghobakhloo, S. Samad, A. Alghamdi, A. Almulihi, and S. Mohd. 2022. “Drivers and barriers of electric vehicle usage in Malaysia: A DEMATEL approach.” Resour. Conserv. Recycl. 177 (Feb): 105965. https://doi.org/10.1016/j.resconrec.2021.105965.
Atzori, L., A. Iera, and G. Morabito. 2010. “The Internet of Things: A survey.” Comput. Networks 54 (15): 2787–2805. https://doi.org/10.1016/j.comnet.2010.05.010.
Aydın, M. 2022. “A review of BIM-based automated code compliance checking: A meta–analysis research.” In Automation and control: Theories and applications, 39. London: IntechOpen.
Baker, J. 2012. The technology–organization–environment framework. New York: Springer.
Bodendorf, F., and J. Franke. 2022. “Application of the technology acceptance model to an intelligent cost estimation system: An empirical study in the automotive industry.” In Proc., 55th Hawaii Int. Conf. on System Sciences, 1168–1177. New York: ScholarSpace.
Castillo-Apraiz, J., and J. Matey. 2020. “Customizing competitive strategy to entry timing: Implications for firm performance in the pharmaceutical industry.” Managerial Decis. Econ. 41 (6): 976–985. https://doi.org/10.1002/mde.3152.
Chan, D. W. M., T. O. Olawumi, and A. M. L. Ho. 2019. “Critical success factors for building information modelling (BIM) implementation in Hong Kong.” Eng. Constr. Archit. Manage. 26 (9): 1838–1854. https://doi.org/10.1108/ECAM-05-2018-0204.
Chauhan, A., A. Singh, and S. Jharkharia. 2018. “An interpretive structural modeling (ISM) and decision-making trail and evaluation laboratory (DEMATEL) method approach for the analysis of barriers of waste recycling in India.” J. Air Waste Manage. Assoc. 68 (2): 100–110. https://doi.org/10.1080/10962247.2016.1249441.
Chaurasia, S. S., and S. Verma. 2020. “Strategic determinants of big data analytics in the AEC sector: A multi-perspective framework.” Constr. Econ. Build. 20 (4): 63–81. https://doi.org/10.5130/AJCEB.v20i4.6649.
Chen, J. H., N. T. T. Ha, H. W. Tai, and C. A. Chang. 2020. “The willingness to adopt the Internet of Things (IoT) conception in Taiwan’s construction industry.” J. Civ. Eng. Manage. 26 (6): 534–550. https://doi.org/10.3846/jcem.2020.12639.
Cheung, C. M., R. P. Zhang, R. Wang, S. Hsu, and P. Manu. 2022. “Group-level safety climate in the construction industry: Influence of organizational, group, and individual factors.” J. Manage. Eng. 38 (1): 04021080. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000978.
Costa, F., A. D. Granja, A. Fregola, F. Picchi, and A. P. Staudacher. 2019. “Understanding relative importance of barriers to improving the customer-supplier relationship within construction supply chains using DEMATEL technique.” J. Manage. Eng. 35 (3): 04019002. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000680.
Davila Delgado, J. M., L. Oyedele, T. Beach, and P. Demian. 2020. “Augmented and virtual reality in construction: Drivers and limitations for industry adoption.” J. Constr. Eng. Manage. 146 (7): 04020079. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001844.
Delis, E. A., and A. Delis. 1995. “Automatic fire-code checking using expert-system technology.” J. Comput. Civ. Eng. 9 (2): 141–156. https://doi.org/10.1061/(ASCE)0887-3801(1995)9:2(141).
Ding, L., R. Drogemuller, M. Rosenman, D. Marchant, and J. Gero. 2006. Clients driving construction innovation: Moving ideas into practice. Brisbane, QLD, Australia: CRC for Construction Innovation.
Eastman, C., and T. S. Jeng. 1999. “A database supporting evolutionary product model development for design.” Autom. Constr. 8 (3): 305–323. https://doi.org/10.1016/S0926-5805(98)00079-X.
Eastman, C., J. Lee, Y. Jeong, and J. 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.
Elshafey, A., C. C. Saar, E. B. Aminudin, M. Gheisari, and A. Usmani. 2020. “Technology acceptance model for augmented reality and building information modeling integration in the construction industry.” J. Inf. Technol. Construct. 25 (Mar): 161–172. https://doi.org/10.36680/j.itcon.2020.010.
Fenves, S. J. 1966. “Tabular decision logic for structural design.” J. Struct. Div. 92 (6): 473–490. https://doi.org/10.1061/JSDEAG.0001567.
Gabus, A., and E. Fontela. 1973. Perceptions of the world problematique: Communication procedure, communicating with those bearing collective responsibility. Geneva: Battelle Geneva Research Centre.
Gao, H., and B. Zhong. 2022. “A blockchain-based framework for supporting BIM-based building code compliance checking workflow.” IOP Conf. Ser.: Mater. Sci. Eng. 1218 (1): 012016. https://doi.org/10.1088/1757-899X/1218/1/012016.
Gao, Y., Q. Guo, S. Zhang, and J. Zhang. 2022. “Understanding the effect of BIM capability imbalance on opportunistic behavior: The case of the Chinese construction market.” J. Manage. Eng. 38 (3): 04022005. https://doi.org/10.1061/(ASCE)ME.1943-5479.0001028.
Ghannad, P., Y. Lee, J. Dimyadi, and W. Solihin. 2019. “Automated BIM data validation integrating open-standard schema with visual programming language.” Adv. Eng. Inf. 40 (Apr): 14–28. https://doi.org/10.1016/j.aei.2019.01.006.
Gong, C., H. Xu, F. Xiong, J. Zuo, and N. Dong. 2021. “Factors impacting BIM application in prefabricated buildings in China with DEMATEL-ISM.” Constr. Innovation 23 (1): 19–37. https://doi.org/10.1108/CI-06-2021-0115.
He, Y., J. Kang, Y. Pei, B. Ran, and Y. Song. 2021. “Research on influencing factors of fuel consumption on superhighway based on DEMATEL-ISM model.” Energy Policy 158 (Nov): 112545. https://doi.org/10.1016/j.enpol.2021.112545.
Hilal, M., T. Maqsood, and A. Abdekhodaee. 2019. “A hybrid conceptual model for BIM in FM.” Constr. Innovation 19 (4): 531–549. https://doi.org/10.1108/CI-05-2018-0043.
Hjelseth, E. 2012. “Converting performance based regulations into computable rules in BIM based model checking software.” In Proc., 9th European Conf. on Product and Process Modelling. Oxfordshire, UK: Taylor & Francis Group.
Hong, S. H., S. K. Lee, I. H. Kim, and J. H. Yu. 2019. “Acceptance model for mobile building information modeling (BIM).” Appl. Sci. 9 (18): 3668. https://doi.org/10.3390/app9183668.
Hong, S. H., and J. H. Yu. 2018. “Identification of external variables for the technology acceptance model (TAM) in the assessment of BIM application for mobile devices.” IOP Conf. Ser.: Mater. Sci. Eng. 401 (1): 012027. https://doi.org/10.1088/1757-899X/401/1/012027.
Jiang, L., J. Shi, and C. Wang. 2022. “Multi-ontology fusion and rule development to facilitate automated code compliance checking using BIM and rule-based reasoning.” Adv. Eng. Inf. 51 (Jan): 101449. https://doi.org/10.1016/j.aei.2021.101449.
Jiang, S., Z. Wu, B. Zhang, and H. Cha. 2019. “Combined MvdXML and semantic technologies for green construction code checking.” Appl. Sci. 9 (7): 1463. https://doi.org/10.3390/app9071463.
Juan, Y.-K., W.-Y. Lai, and S.-G. Shih. 2017. “Building information modeling acceptance and readiness assessment in Taiwanese architectural firms.” J. Civ. Eng. Manage. 23 (3): 356–367. https://doi.org/10.3846/13923730.2015.1128480.
Khattra, S. K., H. S. Rai, and J. Singh. 2022. “Towards automated structural stability design of buildings—A BIM-based solution.” Buildings 12 (4): 451. https://doi.org/10.3390/buildings12040451.
Kim, H., J. 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. Jang, and J. Choi. 2018. “A study on the additional properties management method for building code automated checking by BIM.” Korean J. Comput. Des. Eng. 23 (2): 92–104. https://doi.org/10.7315/CDE.2018.092.
Kincelova, K., C. Boton, P. Blanchet, and C. Dagenais. 2020. “Fire safety in tall timber building: A BIM-based automated code-checking approach.” Buildings 10 (7): 121. https://doi.org/10.3390/buildings10070121.
Kumar, J. V., and M. Mukherjee. 2009. “Scope of building information modeling (BIM) in India.” J. Eng. Sci. Technol. Rev. 2 (1): 165–169. https://doi.org/10.25103/jestr.021.30.
Kumar, R., R. Sindhwani, and P. L. Singh. 2022. “IIoT implementation challenges: Analysis and mitigation by blockchain.” J. Global Oper. Strategic Sourcing 15 (3): 363–379. https://doi.org/10.1108/JGOSS-08-2021-0056.
Lee, S., J. Yu, and D. Jeong. 2015. “BIM acceptance model in construction organizations.” J. Manage. Eng. 31 (3): 04014048. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000252.
Li, X., J. J. P. Hsieh, and A. Rai. 2013. “Motivational differences across post-acceptance information system usage behaviors: An investigation in the business intelligence systems context.” Inf. Syst. Res. 24 (3): 659–682. https://doi.org/10.1287/isre.1120.0456.
Liang, Y., H. Wang, and X. Zhao. 2022. “Analysis of factors affecting economic operation of electric vehicle charging station based on DEMATEL-ISM.” Comput. Ind. Eng. 163 (Jan): 107818. https://doi.org/10.1016/j.cie.2021.107818.
Liao, L., and E. A. L. Teo. 2018. “Organizational change perspective on people management in BIM implementation in building projects.” J. Manage. Eng. 34 (3): 04018008. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000604.
Liebich, T., J. Wix, and Z. Qi. 2004. “Speeding-up the submission process, The Singapore e-Plan Checking project offers automatic plan checking based on IFC.” In Proc., Int. Conf. for Construction Information Technology 2004, 245–252. Amsterdam, Netherlands: Elsevier.
Lindberg, K. 2006. “MATL, Development of a new ICT-system for registration and assessment of accessibility to public buildings.” In Proc., Property Management, Statsbygg, BAS Conf. Oslo, Norway: Statsbygg.
Liu, N., L. Ruan, R. Jin, Y. Chen, X. Deng, and T. Yang. 2019. “Investigation of individual perceptions towards BIM implementation-a Chongqing case study.” Eng. Constr. Archit. Manage. 26 (7): 1455–1475. https://doi.org/10.1108/ECAM-08-2018-0342.
Lu, Y., and Y. Deng. 2022. “What drives construction practitioners’ acceptance of intelligent surveillance systems? An extended technology acceptance model.” Buildings 12 (2): 104. https://doi.org/10.3390/buildings12020104.
Ma, G., J. Jia, J. Ding, S. Shang, and S. Jiang. 2019. “Interpretive structural model based factor analysis of BIM adoption in Chinese construction organizations.” Sustainability 11 (7): 1982. https://doi.org/10.3390/su11071982.
Martins, J. P., and A. Monteiro. 2013. “LicA: A BIM based automated code-checking application for water distribution systems.” Autom. Constr. 29 (Jan): 12–23. https://doi.org/10.1016/j.autcon.2012.08.008.
Merschbrock, C., and C. N. Rolfsen. 2016. “BIM technology acceptance among reinforcement workers-the case of Oslo airport’s terminal 2.” J. Inf. Technol. Construct. 21 (Mar): 1–12.
Murguia Sanchez, D. E., P. Demian, and R. Soetanto. 2017. “A systemic BIM innovation model in the construction supply chain. IN: Chan, PW and Neilson, CJ.” In Proc., 33rd Annual Association of Researchers in Construction Management Conf., 15–24. Nottingham, UK: Association of Researchers in Construction Management.
Na, S., S. Heo, S. Han, Y. Shin, and Y. Roh. 2022. “Acceptance model of artificial intelligence (AI)-based technologies in construction firms: Applying the technology acceptance model (TAM) in combination with the technology–organisation–environment (TOE) framework.” Buildings 12 (2): 90. https://doi.org/10.3390/buildings12020090.
Nawari, N. O. 2012a. “Automating codes conformance.” J. Archit. Eng. 18 (4): 315–323. https://doi.org/10.1061/(ASCE)AE.1943-5568.0000049.
Nawari, N. O. 2012b. “BIM standard in off-site construction.” J. Archit. Eng. 18 (2): 107–113. https://doi.org/10.1061/(ASCE)AE.1943-5568.0000056.
Noardo, F., T. Wu, K. A. Ohori, T. Krijnen, and J. Stoter. 2022. “IFC models for semi-automating common planning checks for building permits.” Autom. Constr. 134 (Feb): 104097. https://doi.org/10.1016/j.autcon.2021.104097.
Oesterreich, T. D., and F. Teuteberg. 2019. “Behind the scenes: Understanding the socio-technical barriers to BIM adoption through the theoretical lens of information systems research.” Technol. Forecasting Social Change 146 (Sep): 413–431. https://doi.org/10.1016/j.techfore.2019.01.003.
Okakpu, A., A. GhaffarianHoseini, J. Tookey, J. Haar, and A. Ghaffarianhoseini. 2020. “Exploring the environmental influence on BIM adoption for refurbishment project using structural equation modeling.” Archit. Eng. Des. Manage. 16 (1): 41–57. https://doi.org/10.1080/17452007.2019.1617671.
Olanrewaju, O. I., N. Chileshe, S. A. Babarinde, and M. Sandanayake. 2020. “Investigating the barriers to building information modeling (BIM) implementation within the Nigerian construction industry.” Eng. Constr. Archit. Manage. 27 (10): 2931–2958. https://doi.org/10.1108/ECAM-01-2020-0042.
Olugboyega, O., G. E. Oseghale, and C. Aigbavboa. 2023. “Multiple holistic case study of project-level building information modelling (BIM) adoption in Nigeria.” Constr. Innovation 23 (3): 567–586. https://doi.org/10.1108/CI-10-2021-0199.
Oxel, F. 1998. “Life safety issues in hotel/casino occupancies.” In Proc., 2nd Int. Fire Research and Engineering Conf. Houston: Gulf Publishing.
Park, E., S. J. Kwon, and J. Han. 2019. “Antecedents of the adoption of building information modeling technology in Korea.” Eng. Constr. Archit. Manage. 26 (8): 1735–1749. https://doi.org/10.1108/ECAM-04-2018-0174.
Parmar, P. S., and T. N. Desai. 2020. “Evaluating Sustainable Lean Six Sigma enablers using fuzzy DEMATEL: A case of an Indian manufacturing organization.” J. Cleaner Prod. 265 (Aug): 121802. https://doi.org/10.1016/j.jclepro.2020.121802.
Phang, T. C. H., C. Chen, and R. L. K. Tiong. 2020. “New model for identifying critical success factors influencing BIM adoption from precast concrete manufacturers’ view.” J. Constr. Eng. Manage. 146 (4): 04020014. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001773.
Preidel, C., and A. Borrmann. 2015. “Automated code compliance checking based on a visual language and building information modeling.” In Vol. 32 of Proc., Int. Symp. on Automation and Robotics in Construction, 1. Oulu, Finland: International Association for Automation and Robotics in Construction Publications.
Preidel, C., and A. Borrmann. 2017. “Refinement of the visual code checking language for an automated checking of building information models regarding applicable regulations.” In Proc., Int. Workshop on Computing in Civil Engineering. Reston, VA: ASCE.
Qin, X., Y. Shi, K. Lyu, and Y. Mo. 2020. “Using a TAM-TOE model to explore factors of building information modelling (BIM) adoption in the construction industry.” J. Civ. Eng. Manage. 26 (3): 259–277. https://doi.org/10.3846/jcem.2020.12176.
Roostaie, S., and N. Nawari. 2022. “The DEMATEL approach for integrating resilience indicators into building sustainability assessment frameworks.” Build. Environ. 207 (Part A): 108113. https://doi.org/10.1016/j.buildenv.2021.108113.
Rosenkopf, L., and E. Abrahamson. 1999. “Modeling reputational and informational influences in threshold models of bandwagon innovation diffusion.” Comput. Math. Organ. Theory 5 (4): 361–384. https://doi.org/10.1023/A:1009620618662.
Saka, A. B., D. W. M. Chan, and A.-M. Mahamadu. 2022. “Rethinking the digital divide of BIM adoption in the AEC industry.” J. Manage. Eng. 38 (2): 04021092. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000999.
Salama, D. A., and N. M. El-Gohary. 2013. “Automated compliance checking of construction operation plans using a deontology for the construction domain.” J. Comput. Civ. Eng. 27 (6): 681–698. https://doi.org/10.1061/(ASCE)CP.1943-5487.0000298.
Sanchís-Pedregosa, C., J. Vizcarra-Aparicio, and A. L. Leal-Rodríguez. 2020. “BIM: A technology acceptance model in Peru.” J. Inf. Technol. Construct. 25 (Nov): 99–108. https://doi.org/10.36680/j.itcon.2020.006.
Sobhkhiz, S., Y.-C. Zhou, J.-R. Lin, and T. E. El-Diraby. 2021. “Framing and evaluating the best practices of IFC-based automated rule checking: A case study.” Buildings 11 (10): 456. https://doi.org/10.3390/buildings11100456.
Soliman-Junior, J., C. T. Formoso, and P. Tzortzopoulos. 2020. “A semantic-based framework for automated rule checking in healthcare construction projects.” Can. J. Civ. Eng. 47 (2): 202–214. https://doi.org/10.1139/cjce-2018-0460.
Stjepić, A. M., M. Pejić Bach, and V. Bosilj Vukšić. 2021. “Exploring risks in the adoption of business intelligence in SMEs using the TOE framework.” J. Risk Financ. Manage. 14 (2): 58. https://doi.org/10.3390/jrfm14020058.
Sydora, C., and E. Stroulia. 2020. “Rule-based compliance checking and generative design for building interiors using BIM.” Autom. Constr. 120 (Dec): 103368. https://doi.org/10.1016/j.autcon.2020.103368.
Tornatzky, L. G., J. D. Eveland, M. G. Boylan, W. A. Hetzner, E. C. Johnson, D. Roitman, and J. Schneider. 1983. The process of technological innovation: Reviewing the literature. Washington, DC: National Science Foundation.
Tulubas Gokuc, Y., and D. Arditi. 2017. “Adoption of BIM in architectural design firms.” Archit. Sci. Rev. 60 (6): 483–492. https://doi.org/10.1080/00038628.2017.1383228.
Wang, H. H., and F. Boukamp. 2011. “Ontology-based representation and reasoning framework for supporting job hazard analysis.” J. Comput. Civ. Eng. 25 (6): 442–456. https://doi.org/10.1061/(ASCE)CP.1943-5487.0000125.
Wang, K., C. Zhang, F. Guo, and S. Guo. 2022. “Toward an efficient construction process: What drives BIM professionals to collaborate in BIM-enabled projects.” J. Manage. Eng. 38 (4): 04022033. https://doi.org/10.1061/(ASCE)ME.1943-5479.0001056.
Warfield, J. N. 1974. “Developing subsystem matrices in structural modeling.” IEEE Trans. Syst. Man. Cybern. 4 (1): 74–80. https://doi.org/10.1109/TSMC.1974.5408523.
Weise, M., N. Nisbet, T. Liebich, and C. Benghi. 2016. “IFC model checking based on mvdXML 1.1.” In Proc., 11th European Conf. on Product and Process Modelling (ECPPM). Boca Raton, FL: CRC Press.
Wirth, N. 2018. “Hello marketing, what can artificial intelligence help you with?” Int. J. Market Res. 60 (5): 435–438. https://doi.org/10.1177/1470785318776841.
Wix, J., and K. Espedokken. 2004. “Building code and code checking developments in the UK and Norway.” In Proc., Vendor ITM User (VIU) Presentations. Singapore: Vendor ITM User Presentations.
Wu, J., and J. Zhang. 2022. “Model validation using invariant signatures and logic-based inference for automated building code compliance checking.” J. Comput. Civ. Eng. 36 (3): 04022002. https://doi.org/10.1061/(ASCE)CP.1943-5487.0001002.
Yu, A. T. W., Y. Wu, B. Zheng, X. Zhang, and L. Shen. 2014. “Identifying risk factors of urban-rural conflict in urbanization: A case of China.” Habitat Int. 44 (Oct): 177–185. https://doi.org/10.1016/j.habitatint.2014.06.007.
Yu, T., X. Liang, and Y. Wang. 2020. “Factors affecting the utilization of big data in construction projects.” J. Constr. Eng. Manage. 146 (5): 04020032. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001807.
Yuan, H., and Y. Yang. 2020. “BIM adoption under government subsidy: Technology diffusion perspective.” J. Constr. Eng. Manage. 146 (1): 04019089. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001733.
Yuan, H., Y. Yang, and X. Xue. 2019. “Promoting owners’ BIM adoption behaviors to achieve sustainable project management.” Sustainability 11 (14): 3905. https://doi.org/10.3390/su11143905.
Zhang, J., and N. M. El-Gohary. 2017. “Integrating semantic NLP and logic reasoning into a unified system for fully-automated code checking.” Autom. Constr. 73 (Jan): 45–57. https://doi.org/10.1016/j.autcon.2016.08.027.
Zhao, Y., Y. Sun, Q. Zhou, C. Cui, and Y. Liu. 2022. “How A/E/C professionals accept BIM technologies in China: A technology acceptance model perspective.” Eng. Constr. Archit. Manage. https://doi.org/10.1108/ECAM-04-2022-0308.
Zhou, H. J., and J. K. Chen. 2018. “Research on influencing factors of usage intension to use mobile intelligent wearable device.” In Vol. 2018 of Proc., 8th Int. Conf. on Management and Computer Science, 40–44. Paris: Atlantis Press.https://doi.org/10.2991/icmcs-18.2018.8.
Information & Authors
Information
Published In
Journal of Management in Engineering
Volume 39 • Issue 6 • November 2023
Copyright
© 2023 American Society of Civil Engineers.
History
Received: Oct 25, 2022
Accepted: May 2, 2023
Published online: Jul 25, 2023
Published in print: Nov 1, 2023
Discussion open until: Dec 25, 2023
ASCE Technical Topics:
- Architectural engineering
- Building information modeling
- Building management
- Business management
- Construction engineering
- Construction management
- Economic factors
- Engineering fundamentals
- Hybrid methods
- Industries
- Laboratory tests
- Methodology (by type)
- Organizations
- Practice and Profession
- Standards and codes
- Tests (by type)
Authors
Metrics & Citations
Metrics
Citations
Download citation
If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.