Coupling Relationship between Capabilities and Benefits of Lean Construction for Precast Buildings from a Multivariable Moderation Perspective
Publication: Journal of Construction Engineering and Management
Volume 148, Issue 5
Abstract
The capabilities (e.g., basic capabilities, professional capabilities, and lean consciousness of workers) and benefits (e.g., time, economy, and quality benefits) of lean construction in some precast building projects are insufficiently coordinated due to the moderating effects of multiple variables. Revealing the relationship among these variables, lean construction capabilities, and lean construction benefits is necessary to solve this problem. Hence, this study identified the three variables of construction complexity, management, and policies from the existing literature and proposed seven hypotheses regarding the relationships among them, lean construction capabilities, and lean construction benefits. On the basis of these hypotheses, a theoretical model of the coupling relationship between lean construction capabilities and benefits for precast buildings under multivariable moderation was established. The theoretical model was tested using 206 valid ones of 292 questionnaires and multiple methods, such as principal component, confirmatory factor, and hierarchical regression analyses. The research results showed the existence of a positive coupling relationship between the capabilities and benefits of lean construction, with a path coefficient of 0.71. Moreover, with higher construction complexity and better management and policies, lean construction benefits have a more significant positive impact on lean construction capabilities. Construction companies should create a benign and sustainable ecology that promotes the mutual transformation of lean construction capabilities and benefits, and workers should be encouraged to participate in construction training with higher complexity to improve their lean construction capabilities. Better management practices and policies, such as flat and specialized organizational structures, flexible and standardized management specifications, lean and information technology, training subsidies, prohibition of subcontracting without qualifications, engineering procurement construction (EPC), and integrated project delivery (IPD), are recommended to ensure the improvement of lean construction capabilities and benefits for prefabricated buildings. The aforementioned research results complement previous studies on the one-way influence of the relationship between construction capabilities and benefits from the perspective of coupling and moderating effects.
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Data Availability Statement
All data, models, and code generated or used during the study appear in the published article.
Acknowledgments
The authors would like to express their sincere thanks to some precast construction companies and people for providing relevant data and guidance. This research was funded by the Fundamental Research Funds for the Central Universities (Project No. 2020QN73) and the National Natural Science Foundation of China (Grant No. 72071201).
References
Albalkhy, W., and R. Sweis. 2021. “Barriers to adopting lean construction in the construction industry: A literature review.” Int. J. Lean Six Sigma 12 (2): 210–236. https://doi.org/10.1108/IJLSS-12-2018-0144.
Ansah, R. H., and S. Sorooshian. 2017. “Effect of lean tools to control external environment risks of construction projects.” Sustainable Cities Soc. 32 (Jul): 348–356. https://doi.org/10.1016/j.scs.2017.03.027.
Bajjou, M. S., and A. Chafi. 2020. “Lean construction and simulation for performance improvement: A case study of reinforcement process.” Int. J. Productivity Perform. Manage. 70 (2): 459–487. https://doi.org/10.1108/IJPPM-06-2019-0309.
Bamana, F., N. Lehoux, and C. Cloutier. 2019. “Simulation of a construction project: Assessing impact of just-in-time and lean principles.” J. Constr. Eng. Manage. 145 (5): 05019005. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001654.
Bataglin, F. S., D. D. Viana, C. T. Formoso, and I. R. Bulhoes. 2020. “Model for planning and controlling the delivery and assembly of engineer-to-order prefabricated building systems: Exploring synergies between Lean and BIM.” Can. J. Civ. Eng. 47 (2): 165–177. https://doi.org/10.1139/cjce-2018-0462.
Chang, Y., X. Li, E. Masanet, L. Zhang, Z. Huang, and R. Ries. 2018. “Unlocking the green opportunity for prefabricated buildings and construction in China.” Resour. Conserv. Recycl. 139 (Dec): 259–261. https://doi.org/10.1016/j.resconrec.2018.08.025.
Chapmana, J., A. M. Roche, V. Duraisingam, B. Ledner, J. Finnane, and K. Pidd. 2020. “Exploring the relationship between psychological distress and likelihood of help seeking in construction workers: The role of talking to workmates and knowing how to get help.” Work-a J. Prev. Assess Rehabil. 67 (1): 47–54. https://doi.org/10.3233/WOR-203251.
da Cunha Bezerra, M. C., C. F. Gohr, and S. N. Morioka. 2020. “Organizational capabilities towards corporate sustainability benefits: A systematic literature review and an integrative framework proposal.” J. Cleaner Prod. 247 (Feb): 119114. https://doi.org/10.1016/j.jclepro.2019.119114.
Daget, Y. T., and H. Zhang. 2020. “Decision-making model for the evaluation of industrialized housing systems in Ethiopia.” Eng. Constr. Archit. Manage. 27 (1): 296–320. https://doi.org/10.1108/ECAM-05-2018-0212.
Dallasega, P., E. Rauch, and M. Frosolini. 2018. “A lean approach for real-time planning and monitoring in engineer-to-order construction projects.” Buildings 8 (3): 38. https://doi.org/10.3390/buildings8030038.
Fritz Benachio, G. L., M. D. C. Duarte Freitas, and S. F. Tavares. 2021. “Interactions between lean construction principles and circular economy practices for the construction industry.” J. Constr. Eng. Manage. 147 (7): 04021068. https://doi.org/10.1061/(ASCE)CO.1943-7862.0002082.
Goh, M., and Y. M. Goh. 2019. “Lean production theory-based simulation of modular construction processes.” Autom. Constr. 101 (May): 227–244. https://doi.org/10.1016/j.autcon.2018.12.017.
Hadjichambis, A. C., and D. Paraskeva-Hadjichambi. 2020. “Environmental Citizenship Questionnaire (ECQ): The development and validation of an evaluation instrument for secondary school students.” Sustainability 12 (3): 821. https://doi.org/10.3390/su12030821.
Han, S. H., M. Al-Hussein, S. Al-Jibouri, and H. Yu. 2012. “Automated post-simulation visualization of modular building production assembly line.” Autom. Constr. 21 (Jan): 229–236. https://doi.org/10.1016/j.autcon.2011.06.007.
Hayton, J. C., D. G. Allen, and V. Scarpello. 2016. “Factor retention decisions in exploratory factor analysis: A tutorial on parallel analysis.” Organizational Res. Methods 7 (2): 191–205. https://doi.org/10.1177/1094428104263675.
Heigermoser, D., B. G. de Soto, E. L. S. Abbott, and D. K. H. Chua. 2019. “BIM-based last planner system tool for improving construction project management.” Autom. Constr. 104 (Aug): 246–254. https://doi.org/10.1016/j.autcon.2019.03.019.
Heravi, G., and M. Firoozi. 2017. “Production process improvement of buildings’ prefabricated steel frames using value stream mapping.” Int. J. Adv. Manuf. Technol. 89 (9–12): 3307–3321. https://doi.org/10.1007/s00170-016-9306-9.
Hussain, S., X. Wang, and T. Hussain. 2020. “Impact of skilled and unskilled labor on project performance using structural equation modeling approach.” Sage Open 10 (1): 215824402091459. https://doi.org/10.1177/2158244020914590.
Innella, F., M. Arashpour, and Y. Bai. 2019. “Lean methodologies and techniques for modular construction: Chronological and critical review.” J. Constr. Eng. Manage. 145 (12): 04019076. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001712.
Ji, Y., S. Chang, Y. Qi, Y. Li, H. X. Li, and K. Qi. 2019. “A BIM-based study on the comprehensive benefit analysis for prefabricated building projects in China.” Adv. Civ. Eng. 2019 (1): 3720191. https://doi.org/10.1155/2019/3720191.
Ji, Y., L. Qi, Y. Liu, X. Liu, H. X. Li, and Y. Li. 2018. “Assessing and prioritising delay factors of prefabricated concrete building projects in China.” Appl. Sci. Basel 8 (11): 2324. https://doi.org/10.3390/app8112324.
Jiang, L., Z. Li, L. Li, T. Li, and Y. Gao. 2018. “A framework of industrialized building assessment in China based on the structural equation model.” Int. J. Environ. Res. Public Health 15 (8): 1687. https://doi.org/10.3390/ijerph15081687.
Johari, S., and K. N. Jha. 2020. “How the aptitude of workers affects construction labor productivity.” J. Manage. Eng. 36 (5): 04020055. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000826.
Ko, C. H., and N. F. Chung. 2014. “Lean design process.” J. Constr. Eng. Manage. 140 (6): 04014011. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000824.
Koskela, L., A. Ferrantelli, J. Niiranen, E. Pikas, and B. Dave. 2019. “Epistemological explanation of lean construction.” J. Constr. Eng. Manage. 145 (2): 04018131. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001597.
Li, C. Z., J. Hong, F. Xue, G. Q. Shen, X. Xu, and L. Luo. 2016. “SWOT analysis and internet of things-enabled platform for prefabrication housing production in Hong Kong.” Habitat Int. 57 (Oct): 74–87. https://doi.org/10.1016/j.habitatint.2016.07.002.
Li, C. Z., F. Xue, X. Li, J. Hong, and G. Q. Shen. 2018a. “An internet of things-enabled BIM platform for on-site assembly services in prefabricated construction.” Autom. Constr. 89 (May): 146–161. https://doi.org/10.1016/j.autcon.2018.01.001.
Li, X., Z. Li, and G. Wu. 2018b. “Lean precast production system based on the CONWIP method.” KSCE J. Civ. Eng. 22 (7): 2167–2177. https://doi.org/10.1007/s12205-017-2009-4.
Li, Z., G. Q. Shen, and M. Alshawi. 2014. “Measuring the impact of prefabrication on construction waste reduction: An empirical study in China.” Resour. Conserv. Recycl. 91 (Sep): 27–39. https://doi.org/10.1016/j.resconrec.2014.07.013.
Li, Z., S. Zhang, Q. Meng, and X. Hu. 2020. “Barriers to the development of prefabricated buildings in China: A news coverage analysis.” Eng. Constr. Archit. Manage. 2020 (Dec): 8. https://doi.org/10.1108/ECAM-03-2020-0195.
Liu, H. X., Y. X. Zhang, Z. Lei, H. X. Li, and S. H. Han. 2021. “Design for manufacturing and assembly: A BIM-enabled generative framework for building panelization design.” Adv. Civ. Eng. 2021 (1): 5554551. https://doi.org/10.1155/2021/5554551.
Liu, Y., X. Zhang, and F. Zhu. 2017. “Analysis of non-value-adding activities in prefabricated building construction project: Case study.” In Proc., ICCREM2017, 207–216. Reston, VA: ASCE.
Lu, W., K. Chen, F. Xue, and W. Pan. 2018. “Searching for an optimal level of prefabrication in construction: An analytical framework.” J. Cleaner Prod. 201 (Nov): 236–245. https://doi.org/10.1016/j.jclepro.2018.07.319.
Luo, L., X. Jin, G. Q. Shen, Y. Wang, X. Liang, X. Li, and C. Z. Li. 2020. “Supply chain management for prefabricated building projects in Hong Kong.” J. Manage. Eng. 36 (2): 05020001. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000739.
Luo, L., G. Q. Shen, G. Xu, Y. Liu, and Y. Wang. 2019. “Stakeholder-associated supply chain risks and their interactions in a prefabricated building project in Hong Kong.” J. Manage. Eng. 35 (2): 05018015. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000675.
Ma, H., H. Lu, and R. Luan. 2020. “Safety early-warning model of prefabricated construction based on spatial cell analysis.” China Saf. Sci. J. 30 (5): 27–32. https://doi.org/1003-3033(2020)05-0027-06.
Mahjoubpour, B., F. Nasirzadeh, M. M. H. Z. Golabchi, M. R. Khajehghiasi, and M. Mir. 2018. “Modeling of workers’ learning behavior in construction projects using agent-based approach: The case study of a steel structure project.” Eng. Constr. Archit. Manage. 25 (4): 559–573. https://doi.org/10.1108/ECAM-07-2016-0166.
Mao, C., G. Liu, L. Shen, X. Wang, and J. Wang. 2018. “Structural equation modeling to analyze the critical driving factors and paths for off-site construction in China.” KSCE J. Civ. Eng. 22 (8): 2678–2690. https://doi.org/10.1007/s12205-017-1705-4.
Mao, C., Q. Shen, W. Pan, and K. Ye. 2015. “Major barriers to off-site construction: The developer’s perspective in China.” J. Manage. Eng. 31 (3): 04014043. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000246.
Mao, C., F. Xie, L. Hou, P. Wu, J. Wang, and X. Wang. 2016. “Cost analysis for sustainable off-site construction based on a multiple-case study in China.” Habitat Int. 57 (Nov): 215–222. https://doi.org/10.1016/j.habitatint.2016.08.002.
Meng, X. 2019. “Lean management in the context of construction supply chains.” Int. J. Prod. Res. 57 (11): 3784–3798. https://doi.org/10.1080/00207543.2019.1566659.
Mitropoulos, P. T., and G. Cupido. 2009. “The role of production and teamwork practices in construction safety: A cognitive model and an empirical case study.” J. Saf. Res. 40 (4): 265–275. https://doi.org/10.1016/j.jsr.2009.05.002.
Moghadam, M., M. Al-Hussein, S. Al-Jibouri, and A. Telyas. 2012. “Post simulation visualization model for effective scheduling of modular building construction.” Can. J. Civ. Eng. 39 (9): 1053–1061. https://doi.org/10.1139/l2012-077.
Ng, J. Y. K., and A. H. S. Chan. 2018. “The work ability of Hong Kong construction workers in relation to individual and work-related factors.” Int. J. Environ. Res. Public Health 15 (5): 990. https://doi.org/10.3390/ijerph15050990.
Ntale, P., J. Ssempebwa, B. Musisi, M. Ngoma, G. M. Genza, J. Kimoga, C. B. Mugimu, J. M. Ntayi, and W. Balunywa. 2020. “Interagency collaboration for graduate employment opportunities in Uganda: Gaps in the structure of organizations.” Educ. Train. 62 (3): 271–291. https://doi.org/10.1108/ET-08-2019-0193.
Pan, W., A. G. F. Gibb, and A. R. J. Dainty. 2012. “Strategies for integrating the use of off-site production technologies in House Building.” J. Constr. Eng. Manage. 138 (11): 1331–1340. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000544.
Poveda-Bautista, R., J. A. Diego-Mas, and D. Leon-Medina. 2018. “Measuring the project management complexity: The case of information technology projects.” Complexity 2018 (19): 1. https://doi.org/10.1155/2018/6058480.
Ritzhaupt, A. D., F. Martin, R. Pastore, and Y. Kang. 2018. “Development and validation of the educational technologist competencies survey (ETCS): Knowledge, skills, and abilities.” J. Comput. Higher Educ. 30 (1): 3–33. https://doi.org/10.1007/s12528-017-9163-z.
Seijts, G., and D. Crim. 2009. “The combined effects of goal type and cognitive ability on performance.” Motivation Emotion 33 (4): 343–352. https://doi.org/10.1007/s11031-009-9143-3.
Sullivan, G. M., and A. R. J. Artino. 2013. “Analyzing and interpreting data from Likert-type scales.” J. Grad. Med. Educ. 5 (4): 541–542. https://doi.org/10.4300/JGME-5-4-18.
Sun, Y., J. Wang, J. Wu, W. Shi, D. Ji, X. Wang, and X. Zhao. 2020. “Constraints hindering the development of high-rise modular buildings.” Appl. Sci. Basel 10 (20): 7159. https://doi.org/10.3390/app10207159.
Tan, Y., S. Li, and Q. Wang. 2020. “Automated geometric quality inspection of prefabricated housing units using BIM and LiDAR.” Remote Sens. 12 (15): 2492. https://doi.org/10.3390/rs12152492.
Trigueros, R., J. M. Aguilar-Parra, J. E. Alvarez, and A. J. Cangas. 2019. “Adaptation and validation of the mind-wandering questionnaire (MWQ) in physical education classes and analysis of its role as mediator between teacher and anxiety.” Sustainability 11 (18): 5081. https://doi.org/10.3390/su11185081.
van Laerhoven, H., H. J. van der Zaag-Loonen, and H. H. F. Derkx. 2004. “A comparison of Likert scale and visual analogue scales as response options in children’s questionnaires.” Acta Paediatrica 93 (6): 830–835. https://doi.org/10.1111/j.1651-2227.2004.tb03026.x.
Wang, E., G. Klein, and J. J. Jiang. 2007. “IT support in manufacturing firms for a knowledge management dynamic capability link to performance.” Int. J. Prod. Res. 45 (11): 2419–2434. https://doi.org/10.1080/00207540601020437.
Wang, H., Y. Zhang, W. Gao, and S. Kuroki. 2020a. “Life cycle environmental and cost performance of prefabricated buildings.” Sustainability 12 (7): 2609. https://doi.org/10.3390/su12072609.
Wang, P., P. Wu, H. L. Chi, and X. Li. 2020b. “Adopting lean thinking in virtual reality-based personalized operation training using value stream mapping.” Autom. Constr. 119 (Nov): 103355. https://doi.org/10.1016/j.autcon.2020.103355.
Wang, S., J. Tang, Y. Zou, and Q. Zhou. 2020c. “Research on production process optimization of precast concrete component factory based on value stream mapping.” Eng. Constr. Archit. Manage. 27 (4): 850–871. https://doi.org/10.1108/ECAM-10-2018-0455.
Wang, Z., H. Hu, and J. Gong. 2018. “Modeling worker competence to advance precast production scheduling optimization.” J. Constr. Eng. Manage. 144 (11): 04018098. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001556.
Watkins, J., and B. Sunjka. 2020. “Combining green building and lean construction to achieve more sustainable development in South Africa.” S. Afr. J. Ind. Eng. 31 (3): 133–143. https://doi.org/10.7166/31-3-2426.
Wuni, I. Y., and G. Q. Shen. 2020a. “Critical success factors for modular integrated construction projects: A review.” Build. Res. Inf. 48 (7): 763–784. https://doi.org/10.1080/09613218.2019.1669009.
Wuni, I. Y., and G. Q. Shen. 2020b. “Fuzzy modelling of the critical failure factors for modular integrated construction projects.” J. Cleaner Prod. 264 (Aug): 121595. https://doi.org/10.1016/j.jclepro.2020.121595.
Xu, S., M. Zhang, and L. Hou. 2019. “Formulating a learner model for evaluating construction workers’ learning ability during safety training.” Saf. Sci. 116 (Jul): 97–107. https://doi.org/10.1016/j.ssci.2019.03.002.
Xue, X., X. Zhang, L. Wang, M. Skitmore, and Q. Wang. 2018. “Analyzing collaborative relationships among industrialized construction technology innovation organizations: A combined SNA and SEM approach.” J. Cleaner Prod. 173 (Feb): 265–277. https://doi.org/10.1016/j.jclepro.2017.01.009.
Yang, H., and K. Zhu. 2019. “The relationship between inter-enterprise interaction, supply chain dynamic capability and economic benefit.” Syst. Eng. 37 (4): 151–158. https://doi.org/1001-4098(2019)04-0151-08.
Yin, X., H. Liu, Y. Chen, and M. Al-Hussein. 2019. “Building information modelling for off-site construction: Review and future directions.” Autom. Constr. 101 (May): 72–91. https://doi.org/10.1016/j.autcon.2019.01.010.
Yu, H., M. Al-Hussein, S. Al-Jibouri, and A. Telyas. 2013. “Lean transformation in a modular building company: A case for implementation.” J. Manage. Eng. 29 (1): 103–111. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000115.
Yu, T., Q. Man, Y. Wang, G. Q. Shen, J. Hong, J. Zhang, and J. Zhong. 2019. “Evaluating different stakeholder impacts on the occurrence of quality defects in offsite construction projects: A Bayesian-network-based model.” J. Cleaner Prod. 241 (Dec): 118390. https://doi.org/10.1016/j.jclepro.2019.118390.
Yuan, Z., Z. Zhang, G. Ni, C. Chen, W. Wang, and J. Hong. 2020. “Cause analysis of hindering on-site lean construction for prefabricated buildings and corresponding organizational capability evaluation.” Adv. Civ. Eng. 2020 (1): 8876102. https://doi.org/10.1155/2020/8876102.
Zhang, L., Y. Li, X. Chen, Z. Tang, and T. University. 2017. “The impact of knowledge management on effectiveness of lean tools implementation.” Chin. J. Manage. 14 (10): 1553–1560. https://doi.org/10.3969/j.issn.1672-884x.2017.10.017.
Zhang, W., R. Xu, and L. Wang. 2021. “Investigating the complex relationship between financial performance and company’s green behavior: A comparative analysis.” Discr. Dyn. Nat. Soc. 2021 (1): 9979835. https://doi.org/10.1155/2021/9979835.
Zhang, Y., Z. Lei, S. Han, A. Bouferguene, and M. Al-Hussein. 2020. “Process-oriented framework to improve modular and offsite construction manufacturing performance.” J. Constr. Eng. Manage. 146 (9): 04020116. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001909.
Zheng, Z., Z. Zhang, and W. Pan. 2020. “Virtual prototyping- and transfer learning-enabled module detection for modular integrated construction.” Autom. Constr. 120 (Dec): 103387. https://doi.org/10.1016/j.autcon.2020.103387.
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Received: Jul 16, 2021
Accepted: Dec 22, 2021
Published online: Feb 24, 2022
Published in print: May 1, 2022
Discussion open until: Jul 24, 2022
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