Journal of Cleaner Production 286 (2021) 124944 Contents lists available at ScienceDirect Journal of Cleaner Production journal homepage: www.elsevier.com/locate/jclepro Implementing lean construction techniques and management methods in Chinese projects: A case study in Suzhou, China Weiqi Xing a, Jian Li Hao b, *, Liang Qian c, Vivian W.Y. Tam d, Karol S. Sikora e a School of Built Environment, Western Sydney University, Sydney, Australia Department of Civil Engineering, Xi’an Jiaotong-Liverpool University, Suzhou, China c Corporate Real Estate Realization - Asia Pacific, BOSCH China Investment Ltd., Shanghai, China d School of Built Environment, Western Sydney University, Sydney, Australia, Honorary Professor, School of Civil Engineering, Hefei University of Technology, Hefei, China e Civil Engineering Department, University of Wollongong in Dubai, Dubai, United Arab Emirates b a r t i c l e i n f o a b s t r a c t Article history: Received 5 June 2020 Received in revised form 29 October 2020 Accepted 2 November 2020 Available online 5 November 2020 Aimed at maximizing project value while reducing waste and cost, the lean construction (LC) approach was formally and successfully introduced to the architecture, engineering and construction (AEC) industry in 1993. Although LC has rapidly developed since that time, it was not applied to a Chinese construction project until 2005. However, due to insufficient knowledge and poor execution, this first attempt at lean construction in China was inadequate. The aim of this study was therefore to discover if the Chinese construction industry has since discovered how to use lean practices to maximize project value, shorten the project schedule, improve project quality, and reduce waste. This was achieved by conducting a case study of a LC project in Suzhou, China. The case study revealed that implementation of lean practices during the project, including Last Planner System (LPS), Kanban system, Just-In-Time (JIT), prefabrication, Internet of Things (IoT), quality and safety management, and continuous improvement, all contributed to the improvement of project performance. To supplement the case study and to provide insights on the differences between Chinese and international LC, interviews with project stakeholders and a questionnaire survey of global lean experts were conducted. Results indicated that interviewees and survey respondents both held the view that project waiting times and defects can be greatly reduced through the implementation of LC, and that improvement of construction workflow along with project productivity and quality were the two most valuable benefits of using lean practices; there was also a consensus that lack of trust and the abilities of stakeholders are the biggest challenges. © 2020 Elsevier Ltd. All rights reserved. ^as de Handling editor: Cecilia Maria Villas Bo Almeida Keywords: Case study Kanban system Last planner system Lean construction management 1. Introduction The architecture, engineering and construction (AEC) industry in China has developed rapidly and successfully over the past fifty years and is now one of the country’s pillar industries. The gross output of China’s AEC industry was USD3.5 trillion in 2018 (NBS, 2019), which was 20 times more than in 1978 (Xing et al., 2019), accounting for 54% of the social fixed assets, and employing 55.6 million people (Wang, 2019). Even though the AEC industry is prosperous and underpins both * Corresponding author. E-mail addresses: 19918642@student.westernsydney.edu.au (W. Xing), JIANLI. HAO@xjtlu.edu.cn (J.L. Hao), Liang.Qian@cn.bosch.com (L. Qian), v.tam@ westernsydney.edu.au (V.W.Y. Tam), KarolSikora@uowdubai.ac.ae (K.S. Sikora). https://doi.org/10.1016/j.jclepro.2020.124944 0959-6526/© 2020 Elsevier Ltd. All rights reserved. urbanization and the gross domestic product (GDP), there are those in the industry who complain about the low profit margins (Gao and Low, 2014). It has been claimed that the dynamic and complex properties of the AEC industry, extensive management methods, and insufficient construction technology has resulted in rapid expansion at the expense of low profit (Wang, 2015). Along with this unsatisfactory economic pattern, reverse social and environmental impacts are two areas of public concern. For instance, some Chinese construction companies are exposed to the risks of project delays, quality flaws, cost overrun, and safety hazards when they undertake a construction project (Li et al., 2017). In addition, construction related activities in China cause more than one third of national raw material and energy consumption (Zhou et al., 2018), and 1.5 billion tons of waste generation (Hao et al., 2019). These statistics suggest that traditional construction W. Xing, J.L. Hao, L. Qian et al. Journal of Cleaner Production 286 (2021) 124944 performances through focusing customer requirements, learning and innovating, and eliminating non-value adding activities. Such advantages are in accord with the sustainability agenda, although the economic benefits are claimed to be the primary motivator for the AEC industry (Carvajal-Arango et al., 2019). The current trend in construction projects is to integrate lean philosophy with other techniques and concepts. Such synergies have been demonstrated to be mostly positive to obtain higher productivity in construction projects (Tezel et al., 2020). According to Li et al. (2019), research interests and visualizations of LC have shifted from cost management to a combination of BIM and prefabrication. Saieg et al. (2018) explored the combination of lean, green and BIM to strengthen the synergies and interrelationships of these concepts/tools within the AEC industry, which allows for more complicated and sustainable construction projects. The positive effects on energy consumption and carbon emission reductions through integration of prefabrication and lean practices have also been studied (Heravi et al., 2020). methods and management approaches have serious drawbacks that are in urgent need of attention, since both quality and safety are more important than construction speed and output. As a consequence, government, scholars, and industrialists need to help innovate the AEC industry in terms of policy, concept and technology. With a deeper understanding of sustainable development and environmental protection, advanced theories and practices such as green building and lean construction management (LCM) have become more closely aligned with corresponding policies. For instance, Ministry of Housing and Urban-Rural Development of the People’s Republic of China (MOHURD, 2020) informed all regions within China that green construction strategies should be implemented in accordance with local conditions. The transition to lean development of the AEC industry promotes industry reform and stimulates economic growth (Yang, 2017). However, implementing LCM in China’s AEC industry is at the initial stage for residential and commercial buildings. Relevant studies focusing on the domestic market are rare, since local construction firms tend to use traditional construction methods. Consequently, this study chose a lean practice case study from the industrial sector to examine the implementation of LC and LCM in Suzhou, China. Interviews with stakeholders in the case project and a questionnaire survey of global lean practitioners and scholars were conducted to obtain opinions of LCM from both a local and global perspective. This allowed for a comparative analysis to better understand the opportunities and threats of LC implementation in China. This research addresses LC implementation in a Chinese industrial construction project to fill a knowledge gap. Findings from the study provide a means by which lean principles and techniques can be adapted to construction projects in China, provide a mechanism for stakeholder cooperation, and identify the lessons learned for future improvements. It also provides both theoretical and practical guidance to the construction firms that intend to implement LCM in future projects. 2.2. Implementation of lean practices in China Having witnessed the advantages of lean practices applied the AEC industry in many parts of the world, some Chinese scholars and local construction firms considered that this new approach could be adopted by China’s AEC industry (Li et al., 2020). Despite LC having been introduced in 1993 (Koskela, 1993), the first attempt at implementing lean thinking in China’s AEC industry was not until 2005 (Low and Min, 2005). Also, only a few large firms in China have the ability and resources to apply LC techniques and LCM to projects, since initial investigations and preliminary work are extensive and resource consuming. The attitude towards making changes (Liao, 2018), insufficient theoretical support (Li et al., 2020), and delayed planning information (Li et al., 2017) are several more impediments to implementing lean practice in China. Consequently, the delayed adoption and slow impediment-laden development has created a giant gap between China and other countries with regard to the practice of LC. Early LC research in China was more on the theoretical level than the practical level, and the majority of studies emphasized individual LC techniques rather than LCM. The first systematic research on LCM in China was in 2004 (Jiang and Su, 2004) and focused on LCM’s potential for China’s construction market and local enterprises (Li et al., 2020). In 2007, Min and Su (2007) developed a construction management model based on the transformation, flow, and value (TFV) theory, adapting a lean practice from Denmark to investigate the suitability of it to China. They found that changing the constructors’ mind, pursuing continuous improvement, and adjusting the methods to local condition were three key points for successful implementation of LCM in China. Feng and Liu (2008) presented LCM through the lens of theoretical and practical knowledge and identified the challenges China’s AEC industry face when implementing LCM. For instance, a lack of implementing time, personnel training, effective organization and critical thinking are possible threats when adopting LC techniques such as the LPS, value engineering and JIT. Starting in 2010, more comprehensive investigations on LC applications and LCM were carried out in China, usually combined with other sustainable and advanced concepts. Aiming to strengthen the efficiency of the domestic AEC industry, Zhao et al. (2011) explored interactions between LCM and BIM by constructing an interactive matrix. Twenty one interaction points were summarized and suggestions provided but no case was studied to validate how the suggestions could be implemented in a project. Huang and Gao (2011) integrated lean principles with the unique characteristics of China’s AEC industry to find ways of making LC and LCM suitable for China. 2. Literature review 2.1. Worldwide lean practice implementations Formally put forward by Koskela (1993), LC received great attention from the AEC sector. It aimed to implement lean thinking from manufacturing to construction for improving project quality and efficiency, while reducing construction costs and waste generation. Along with the LC concept, scholars have concentrated on LC techniques to achieve higher productivity. For example, LPS (Ballard, 1994), JIT (Ballard and Howell, 1995), pull-scheduling (Tommelein, 1998), and Lean Project Delivery System (LPDS) (Ballard and Howell, 2003). LC has been successfully utilized in the AEC industry globally. Among 32 lean practices identified from the literature, the most common one applied to construction project was LPS, with JIT and pull-scheduling used in building and infrastructure planning, design and construction activities (Babalola et al., 2019). Other more comprehensive lean practices have been attempted to improve project performance, including concurrent engineering (Li et al., 2017), visualization (Dave et al., 2016), Kanban (Sarhan et al., 2017), and the 5S method (Sort, Straighten, Standardize, Shine, and Sustain) (Salem et al., 2006). The positive economic, environmental and social impacts of implementing lean practices have been well recognized by scholars. For example, Issa (2013) found that the implementation of lean practice effectively minimized the risks of time overrun, while Meng (2019) found LC with supply chain collaboration helped to significantly boost time, cost and quality 2 W. Xing, J.L. Hao, L. Qian et al. Journal of Cleaner Production 286 (2021) 124944 implementation globally, the questionnaire was distributed only to potential respondents working outside of China. The results from both case project stakeholders and global lean experts were evaluated and compared by statistical analytical methods including mean value and ranking, standard deviation (SD), and inter-rater reliability by Cronbach’s alpha (Bajjou and Chafi, 2018; Aslam et al., 2020). The frequency of lean practices used on construction projects was ascertained, and potential benefits and challenges were analyzed. Recommendations to further utilize lean practices were made according to the comparative results. LC applications and LCM offer theoretical and methodological support to China’s domestic AEC industry. Research focusing on Chinese construction enterprises implementing LCM, identified three forms of LCM: TFV theory, Japanese style management derived from Toyota Production System (TPS), and detailed management aimed at achieving standardization to meet the demands of customers (Liao, 2018). The periods 2001 to 2007, and 2008 to 2012 were LC in its infancy and the early stage of LC in China respectively. LC in China is now in the third stage called the highspeed development period, with extended research interests and areas, and enriched functionality (Li et al., 2020). However, there are still several barriers that need to be overcome when implementing lean principles in China’s AEC industry (Li et al., 2017). 4. Implementation of lean practice in the case study project 4.1. Project information 3. Research methodology The case study was conducted on an industrial building construction site in Suzhou, China from June to August 2019. The case was researched and evaluated as it applies to several LC techniques and LCM methods throughout the whole project process. The case study building is a six-storey car park with two spiral ramps that occupies 31,349.47 m2 with parking for 1,000 cars. Its structure is made up of precast steel beams and reinforced concrete columns, and the roof is covered with 412 kW photovoltaic panels. The estimated budget to construct the building was approximately USD12 million, and it took 360 calendar days to complete from the start of construction in December 2018. A temporary LCM group was established to manage issues occurring on site during the project. The group included representatives from the client, the design institute, the management company, the site supervision company, the main contractor, and subcontractors. The aforementioned stakeholders were selected based on their understanding of LCM and their acceptance of it being implemented on the case study project. The management company undertook to equip all their personnel working on the construction site with basic knowledge of LCM. Fig. 2 shows the personnel allocation of the 25 members of the temporary LCM group. The multi-method model of research is recommended to develop robust research design (Gable, 1994). Further, based on Anisimova and Thomson (2012), it is favorable to combine qualitative and quantitative approaches to conduct the empirical study. This work therefore follows the multi-method research comprising the strategies of case study, interview and questionnaire survey, in combination with qualitative and quantitative approaches for data collection, and statistical methods for data analysis. Fig. 1 shows the research framework regarding the phases and objectives.a semi-structured questionnaire survey was conducted containing six questions with a choice of answer, two scoring questions using 5-point Likert scale, and two open-ended questions. The purpose of the survey was to test the validity of the LCM group members’ perspectives by comparing their experience of LC implementation with experiences from global lean practitioners. The survey was delivered to members of the Lean Construction Institute, to scholars who had published peer-reviewed articles in the LC field, and to practitioners currently working on LC projects. Since the aim of the study was to investigate the difference between implementation of LC in China and LC Fig. 1. Research methodology procedures. 3 W. Xing, J.L. Hao, L. Qian et al. Journal of Cleaner Production 286 (2021) 124944 Fig. 2. Personnel allocation of on-site temporary LCM group. week. During the assembly, the PPC and weekly plan for each activity were reported by the corresponding disciplines, such as civil engineering, mechanical, electrical and plumbing, and decoration. This follows the principle of the LPS that construction plans should be established by the construction personnel as the last planners, which involves them more closely in production of the project schedule. After the assembly, representatives from the stakeholders would hold an extra meeting to draw up a plan for the next month, namely the 4-week look-ahead. Discussions during this meeting was not as detailed as the weekly plan but more prospective and holistic, assisting with the layout of future works. Stand-up meetings, the smallest unit in LPS, is one of the most significant supports for operation of the LPS and the Kanban system, since it strengthens the communications among the managers and construction personnel at an operation level. LCM group members convened at the end of each day to review the status of the day’s activities and discuss the issues detected on-site. Issues that need to be solved within the week were recorded by post-it notes attached to the moveable Kanban time box, while those that had been addressed were removed. Different colored post-it notes represented different disciplines. 4.2. Last Planner System and Kanban system As shown by Fig. 3, the LPS and the Kanban system were closely associated in the case study project, since LPS was used for planning and scheduling while Kanban was used as a visual tool to show detailed daily and weekly schedules. Both techniques were intended to reduce variances and improve the project’s workflow. The master schedule was prepared based on forecasts from the LCM group and the contract handover deadline. Phase planning, presented as ‘pull-scheduling’ in this project, was also implemented to connect to more detailed plans, takt time planning, and percentage of plan completed (PPC). On the construction site, a method similar to concurrent engineering but focusing more on the workflow than takt planning, was adopted. It divided construction assignments into a series of tasks and coordinated operations of the LPS, achieving an optimal workflow sequence and synchronize production of the project. Based on the characteristics of the building structure, the multi-storey car park was separated into two construction regions: the parking area and the spiral ramp. The construction tasks within the parking area were further divided into practical areas, considering the target-takt-time, the time per output unit, and the capacity needed. The 4-week look-ahead, weekly plan, daily stand-up meetings, and the Kanban system were interconnected in this project by using a moveable Kanban. The weekly assembly was an opportunity to give an account of construction progress and issues encountered over the past week and to put forward a plan for the upcoming 4.3. Just-In-Time and prefabrication One important reason for implementing LCM in this project was to fully utilize resources without waste, because the available onsite space was not sufficient for material production and storage. Fig. 3. Components and relationships of LPS and Kanban system in the case. 4 W. Xing, J.L. Hao, L. Qian et al. Journal of Cleaner Production 286 (2021) 124944 Fig. 4. JIT logistics for resource management in the case study project. preceding assignments have been completely finished. The contractor’s daily report records the intraday work, outlines plans for the next day, including arrangements of labor, materials, and equipment, and predicts future demands. The report is checked for accuracy by the site supervisor and for accuracy and rationality by the manager. Prefabrication is a production method that creates inventory off site, which allows for continuous on-site workflow, and waste minimization (Tam and Hao, 2014). The prefabrication rate of this Accordingly, prefabricated components were widely adopted and the JIT logistics principle applied to accommodate the characteristics of this construction method. See Fig. 4. JIT highlights the importance of workflow sequencing and logistics, which optimizes the arrangement of resources to eliminate waste. With the assistance of LPS, the construction schedule is clearly defined, whilst JIT logistics provide for resources to be available at the right time, in the optimum quantity, with the necessary materials, labor and equipment, and only when the Table 1 Main benefits of the prefabricated elements used in the case study project. Item On-site application Main benefits Minimizing on-site noise and dust; Reducing on-site inventory, defects and waiting times; Lowering the cost of on-site labor, material and equipment; Decreasing energy consumption; Maintaining standardization of the design; Reducing on-site health and safety hazards; Avoiding overproduction. Precast steelwork Deck panel Assembled scaffolding 5 W. Xing, J.L. Hao, L. Qian et al. Journal of Cleaner Production 286 (2021) 124944 Fig. 5. Applications of digital technologies and IoTs in the case study project. project, Aconex was the primary tool for the LCM group members to inspect the project status and track the workflow. It was especially significant for the storage of important files and for document approval, as members were able to visit it anytime and anywhere, thereby reducing paper documentation on site to a minimum. The site inspection and issues track functions of Aconex Field provided a significant boost to the quality and efficiency of inspections and acceptance of construction tasks by using a holistic approach. Once a site supervisor detects an undesirable on-site issue, they record it on the platform to inform the contractors and track the solutions. Contractors can follow the recorded details, such as the issue type, the location, the issue description and due date, and respond to the supervisors through the mobile service anytime when they rectify the problems on site, instead of submitting a paper report. The client for this project established an I-site content management platform, which was connected to intelligent safety helmets worn by site personnel. The platform receives a signal emitted from the helmet and transfers the signal into digital information that is presented as a flow heat map. The system also classifies the construction personnel in terms of different work areas, job duties and disciplines, providing a convenient manpower management tool. An automatic count of attendance and work hours, as well as risk pre-warming can also be integrated into intelligent safety helmets. QR codes make full use of IoT by reducing direct human-tohuman or human-to-computer interactions. The case study project employed QR codes to record production and inspection procedures for all prefabricated components. There are several advantages of QR codes, such as low probability of code error, large information capacity, and strong fault tolerance, which allows project information to be stored and accessed in a convenient and accurate manner. Furthermore, QR codes enrich the quality control of projects in terms of supply chain management and inspection tracking. project exceeded 50%, which is made up of prefabricated steelwork for the main structure, deck paneling, and preassembled scaffolding. Off-site production brings remarkable environmental, economic, technical and managerial benefits to the project, as shown in Table 1. Furthermore, the deck panels act as a permanent mould for the cast-in-situ concrete floor, which follows the concept of modern timber-concrete composites (Richard et al., 2019). By not requiring concrete to be placed in the bottom part of the floor slab where the concrete is in tension and therefore ineffective, increased bending strength and savings in the quantities of concrete used are achieved. It also increases durability by limiting crack propagation and reducing water ingress that can freeze or/and carry damaging salt ions (Sikora and Klemm, 2014). The utilization of these prefabricated elements, require the application of JIT to save materials and guarantee a smooth workflow. 4.4. Digital technologies and Internet of Things Digital technologies and the IoT are effective tools that aided the project and supported the LCM group with decisions over critical work processes and elimination of possible risks. The applications used in this project included BIM, Aconex and Aconex Field, I-site and QR code, where they integrated with LCM to promote productivity from design to maintenance phases. Fig. 5 illustrate the functions of each application in different project phases. BIM was used to present a clear visual presentation of the design scheme to the LCM group before commencement of construction work to help them understand the details of the structural design and appearance of the project, to show them how client design changes were incorporated, and to demonstrate how clash detection was easier with the help of 3D visualization. During the construction stage, construction simulation (4D feature) coordinated with the schedule was used to present the dynamic characteristics of the construction progress, and arrange the material, labor and equipment resources accordingly. Contrary to traditional manual calculation of the schedule and resources distribution, BIM relies on the input of accurate information and scenario simulation. Consequently, manual calculation mistakes with consequential risks, waste, and uneven distribution of resources decline sharply with the use of BIM. Aconex is an information collaboration platform providing project information and process management services, while Aconex Field, a Plan-Do-Check-Act (PDCA) inspection tool, is responsible for site inspections. Both rely on a cloud-based platform accessed by mobile and web terminals. In this case study 4.5. Quality and safety management Clients have their own standard for quality and safety of their construction project, where the integration of digital technologies and IoTs are adopted as shown by Fig. 6. Both the management company and the site supervision company took a major role in quality and safety monitoring in the case study project. They did so through inspecting on-site construction work, organizing weekly quality and safety meetings, holding meetings for specific issues, and using Aconex Field software to track issues. For quality and 6 W. Xing, J.L. Hao, L. Qian et al. Journal of Cleaner Production 286 (2021) 124944 Fig. 6. Quality and safety management in the case study project. control by QR codes, suppliers were required to record the manufacturing process and properties of the prefabricated elements, then input into a QR code label attached to the element. All the prefabricated parts got a unique birth certificate QR code when they were delivered to the construction site, showing how they were produced and thereby improving the transparency of the supplier’s production system. The QR code requirement also applied to concealed works that contained vital parts or parts prone to damage. Every work stage was documented to assist QR code users to follow the construction progress and ascertain responsibility in case of quality issues. safety monitoring, the management company focused more on establishing a framework of related issues, while the site supervision company was in charge of executing the quality and safety plans. Before the construction work started, the project personnel were required to complete a site environment, health and safety (EHS) orientation. Apart from the initial training, weekly safety education and tool-box meetings were held to strengthen the safety consciousness of construction personnel. On-site inspections included daily, weekly, and specific inspections, as well as a safety audit. The purpose of the weekly quality and safety meetings was to review the construction status of the previous week and identify the quality and safety plans for the upcoming week, whereas specific meetings were to address specific quality and safety matters as necessary. In addition, risk management was applied to identify, evaluate, and control risks based on the likelihood and potential consequences of any given hazard. For more quality and safety management measures, digital technologies and IoTs played important roles. BIM was employed to conduct clash detection and construction process simulation, demonstrating interference or design flaws prior to construction activities, while Aconex Field was used to report issues in real time, which avoided checking omissions and shortened the response time. In addition, the LCM group implemented an intelligent helmet integrated with I-site for real-time communication and personnel positioning. The intelligent helmet was equipped with a motion sensor that sent out a signal to support the real-time positioning function visualized on I-site. Its two-way communication promoted the exchange of information and instructions, so as to achieve remote commend and reduce the unnecessary movement of personnel. It is an effective way to reduce the likelihood of severe injury occurring, especially for projects with a large construction area, complicated structure, and/or a large number of onsite personnel. Regarding supply chain management and quality 4.6. Continuous improvement and scrum The core principle of the continuous improvement is the selfreflection of the existing processes along with PDCA model (Heigermoser et al., 2019). To add value to project activities and make profitable progress during the construction period, the case study project integrated continuous improvement based on lean thinking, the Scrum iteration software program, and Agile project management methodology. Generally, several elements were reviewed during the stand-up meetings, including the work done today, the work needed to be finished tomorrow, and obstacles that needed to be addressed. Through a continuous round of daily reviews, better informed decisions were iterated on the basis of the current construction progress in line with the Scrum iteration process. A similar approach was taken at the weekly meetings of the LCM group where tasks were prioritized from immediate action to inclusion in the upcoming weekly plan. Construction personnel were then notified accordingly of the tasks they had been assigned to. The Kanban used in this project was continuously upgraded from the lessons learned from previous projects and current experience. Initially, the level of detailing of the LCM cards on which the information was recoded was simplified based on 7 W. Xing, J.L. Hao, L. Qian et al. Journal of Cleaner Production 286 (2021) 124944 Fig. 7. Improvement of Kanban system. down activities were tightly linked. There was no evidence of overproduction because the construction activities followed the design and construction plan strictly, and prefabricated elements were extensively used. However, the interviewees noted that prefabrication requires a higher degree of completeness and precision in design. In terms of energy efficiency, the client considered that energy waste was mainly connected to over-design, which can be diminished through greater BIM collaboration. However, interviewees felt that there were several obstacles that LPS could not fully address on the construction site, which can be attributed to inharmonic relationships among different stakeholders (Miller et al., 2002). From the perspective of constructionrelated personnel, since managers from the contractor’s side are less academically qualified, their awareness of the significance of work division and the ability to scientifically break down the work tasks are deficient. Even if the managers may fully understand the construction management methods, it is ultimately the construction personnel who execute the work and their activities may deviate from the essence of the LPS. This confirmed the study of Li et al. (2017). From the perspective of project stakeholders, there is a contradiction between the client and contractors that hinders work division. Since contractors are profit driven, it is advantageous for them if less labor is allocated to a task with a longer construction period permitted. On the other hand, the client would prefer to use more labor and resources to minimize the duration of the task. These two different requirements are difficult to reconcile and so the division of work has to be balanced to mitigate the differences to ensure further cooperation. The client gets involved in setting the work schedule and participates in on-site monitoring, while the managers from the contractor assign the tasks to the construction personnel and guarantee the construction schedule. In view of the aforementioned difficulties, it would seem that the successful implementation of LCM in China remains a challenge. feedback from previous users. However, some users were still unhappy with the card’s complex format and complained that hidden regions of the card were prone to neglect. As a consequence, post-it notes on the moveable Kanban replaced the cards to show the construction issues, as shown in Fig. 7. 5. Results and discussion 5.1. Local perspective on lean practice from interviews 5.1.1. Factors influencing lean practice implementation According to Li et al. (2020), although LC is in a stage of rapid development in China, it is extremely unbalanced in terms of geographical location, enterprise size and project type. Consequently, exploring the benefits and challenges of implementing lean practice becomes one of the incentives for promoting LC in China. While there are eight types of on-site waste in LC philosophy (Gao and Low, 2014), seven types of waste reductions were observed as a result of implementing lean practices in the case study project. The effectiveness of LCM to inventory associated with waiting time are fully addressed by the case study project. The limited construction space influenced the quantity of inventory and its storing period, therefore a complete and detailed schedule, and smooth workflow were vital for preparing the resources on time and accordingly shortening the waiting time. One of the goals of LCM is to arrange and maintain the workflow properly through well-established schedules, so the waste reductions from inventory and waiting time are obvious. More than 90% of the defects were effectively solved or observed in advance, owing to the employment of LCM and elaborate preliminary work, which ultimately reduced waste and saved resources. The smooth workflow also had positive impacts on underutilizing people and transport as the top Table 2 Lessons learned from previous project experiences for continuous improvement. Stakeholders Lessons learned & Continuous improvement Contractors LCM process generally helps to maintain the workflow; Mapping out 4-week look-ahead takes lots of effort; LCM only works if everybody follows commitment; LCM Kanban board is inconvenient to see the details. Lots of unforeseen construction stops means that the LCM Kanban board has to be continuously updated; Reward and punishment system should be implemented to ensure contractors fulfill their targets. LCM Kanban card should be simplified; For complex areas an additional more detailed schedule will be used on a separate board; LCM manager as a single role is necessary for each contractor and for the site managers; Daily LCM meeting is in the afternoon, verification of works can be done properly in advance so meeting duration can be reduced. Site managers Client 8 W. Xing, J.L. Hao, L. Qian et al. Journal of Cleaner Production 286 (2021) 124944 offer netlike and on-time communications among stakeholders. However, the contract manager mentioned that the efficiency of applying QR codes to structural elements was not as good as anticipated, since all the information had to be uploaded and classified to the system manually. The interviewees provided comprehensive feedback from their experiences of implementing LC techniques and LCM in the case study project, highlighting both the potential benefits and possible challenges. Table 3 provides a summary of these benefits and challenges. 5.1.2. Suggestions to promote implementation of lean practice Different from the manufacturing industry, the construction industry is more complex and sensitive to unpredictable issues and external factors (Paez et al., 2005), such as the weather, government policies, and supply chain problems as encountered in the case study project. According to the construction manager, construction plans never keep up with on-site changes so that it is ineluctable to have to adjust the schedule throughout the construction period even if a comprehensive plan is set. In short, managers need to provide enough buffer in construction assignments and set a more flexible schedule to allow for occasional setbacks. In terms of daily stand-up meetings, its efficiency improved as the construction process advanced. Lessons learned from previous project experiences, summarized in Table 2, show it is better to limit the duration of meetings so that participants can concentrate on the most urgent issues and avoid unnecessary discussions. The Kanban system used in the case study project was essentially an improved version that includes Scrum iteration, where the tasks in terms of deadlines and responsibilities are more visible to managers. Accordingly, the fineness of LPS decreases since the target receivers are LCM group members rather than on-site construction personnel. Nevertheless, the client recognized that the theorybased actions of the LPS should be combined with practice and that corresponding adjustments sometimes need to be made. The idea is similar to the view of Meng (2019), who emphasized the coexistence of learning from other industries and pursuing an individual path when promoting LCM. The interviewees also stated that the future of construction will be more integrated with IoT technology. BIM virtually verifies the quality and build ability of a construction design, so that the work will not be interrupted by design failures and can be fully realized on the construction site. The next level of BIM application is design and build so that construction can be made in advance with higher precision among different disciplines. The online virtual model coheres all the stakeholders, such as clients, designers and builders, remotely to provide for more efficient collaboration. This opinion is exactly aligned with scholars who suggest that LC should be supported by visualization tool for improving process transparency (Sacks et al., 2009), and LCM level (Heigermoser et al., 2019). The utilization of Aconex and Aconex Field provides for the distribution of paperless documents and mobile-accessible workflow. They also 5.2. Global perspectives on lean practice from survey 5.2.1. General information about respondents A total of 22 LC practitioners and scholars provided valid responses to the questionnaire survey. Several respondents had multiple roles in the AEC industry. Consultants accounted for 31.8%, followed by researchers (27.3%), contractors (27.3%), architects (13.6%), civil engineers (9.1%), and construction managers (9.1%). Fig. 8 displays the proportions of respondents regarding business type, working experience, and number of LC projects they had previously worked on. A majority of respondents (59.1%) worked for a private company, and more than half (54.5%) had worked for more than 10 years in the AEC industry. Although all respondents were either LC practitioners or scholars, only 45.5% of them had participated in more than 10 LC projects and could therefore be considered experts in this field. According to data from the returned questionnaires, commercial construction was the predominant (72.7%) business type using LC that respondents had worked on; 10 respondents had worked on LC residential projects; 7 respondents had been involved in industrial LC projects; and 5 respondents had worked on infrastructure projects. 5.2.2. Waste reduction through lean practice Table 4 shows the main LC techniques that respondents had prior experience of. LPS and JIT had been used by the greatest number of respondents, while quality and safety management, and constraint analysis had been used by about half of the respondents in their previous projects. The survey result strengthens the contention by some researchers that LPS and JIT are the most widely used lean practices in construction (Babalola et al., 2019; Li et al., 2020). Seeking the reason why such lean practices have high Table 3 Benefits and challenges learned from implementing LC and LCM in the case study project. Benefits Plan Schedule Waste Communication Defect Health and safety Continuous improvement Involved stakeholders Challenges User requirement Stakeholders’ willingness Educational level and customs Manpower management Profit distribution Project quality Policy Material market More forecasts and optimizations before construction begins means that less risk and better control of costs. Well-established schedules generate higher productivity and improve the quality of the project. Various LC techniques, LCM and other technologies combine to reduce on-site waste and lower costs. Implementations of LC techniques and LCM promote stakeholder collaboration and communication resulting in smoother workflow and less rework. Completion of defects detected on-site reached 90%, which is much higher than traditional construction projects. Quality and safety management in LCM resulted in zero accidents occurring on site. Lessons learned and Scrum help to continuously improve project quality and productivity. The use of LC techniques and LCM promotes their acceptance by traditional construction companies and helps to extend the further applications in China. Difficulty of convincing the user to align their requirements with lean thinking. Stakeholders lack time and willingness to learn lean thinking, LC techniques and LCM. Difficult to change conventional customs and knowledge of traditional construction methods to LC techniques and LCM. Dealing with the workload and worktime of construction personnel is a challenge since respect for humanity is the principle of lean. Implementing LC techniques and LCM may cut down the profits of contractors when they first use them. Insufficient design and construction time given but high demand due to the rapid expansion of the AEC industry. Adjustment of government policies may delay the schedule and increase the cost of the project, which may even result in abandoning the project. Controlling the construction investment as the price of construction material is always fluctuant. 9 W. Xing, J.L. Hao, L. Qian et al. Journal of Cleaner Production 286 (2021) 124944 Fig. 8. Business type, working experience, and number of LC projects worked on. thinking, big room methodology, lean integrated project delivery, retrospectives, team health assessments, and cost benefit analysis. As would be expected, respondents who had worked in the AEC industry for more than 20 years had the most experience of implementing LC techniques and management methods in projects. On the question of waste reduction, Table 5 clearly shows that the majority of respondents experienced practical benefits from the implementation of LC techniques and LCM, with reduction of waiting times, defects, and underutilization of personnel being the three most obvious. The results are generally in agreement with the findings of Sarhan et al. (2017), although they also claimed that divergence on types of waste reduction might occur due to the lean practices used, the project type, and the enterprise size. As a result, the opinions from respondents on waste reductions are well connected to their experiences of lean practice implementation. In general, LPS encourages the pull-driven method to match all the resources and requirements on-site including labor, materials and equipment arrangement (Song and Liang, 2011), and JIT is best for shortening the waiting time for material delivery and corresponding transport issues (Solaimani and Sedighi, 2020). Also, the increasing trending of digital technologies and prefabrication applications have been identified in LC projects recently (Li et al., 2019), which significantly improves standardization and brings benefits to the project by reducing defects, inventory, and overproduction. Since most of respondents had experiences of LPS and JIT, the reduction of waiting times, defects and underutilizing people may be due to those lean practice techniques. Table 4 LC techniques with which respondents had prior experience. Ranking LC techniques No. of respondents Percentage 1 1 3 4 5 6 7 8 9 LPS JIT Quality and safety management Constraint analysis Concurrent engineering Kanban system LPDS Target value delivery 5S method 17 17 13 11 8 7 4 3 2 77.3% 77.3% 59.1% 50% 36.4% 31.8% 18.2% 13.6% 9.1% Table 5 Respondents’ opinions on the three most significant types of waste reduced through lean practice implementation. Ranking Waste reduction No. of respondents Percentage 1 2 3 4 5 6 7 8 Waiting time Defects Underutilizing people Inventory Overproduction Motion Transport Energy 16 14 13 8 6 4 3 1 72.7% 63.6% 59.1% 36.4% 27.3% 18.2% 13.6% 4.5% implementation ratio, it can be explained that compatibility and profitability are the topmost criteria when considering whether or not to implement lean practice (Aslam et al., 2020). Apart from those listed, other lean techniques experienced by respondents were shadow boards, PPC boards, value stream mapping (VSM), A3 5.2.3. Benefits and challenges of lean practice implementation The values from Cronbach’s alpha indicate that the result obtained in Table 6 are reliable. Of the nine benefits of using lean Table 6 Level of importance scores for benefits of using LC techniques and LCM (1 ¼ Not at all important; 2 ¼ Slightly important; 3 ¼ Important; 4 ¼ Fairly important; 5 ¼ Very important). Ranking Benefit identified Level of importance score 1 Improvement of project productivity and quality 2 Improvement of construction workflow 3 Improvement of health and safety at work 4 Elimination of waste 5 Reduction of construction time and cost 6 Improvement of interpersonal relations and communications 7 Reduction of variability 8 Improvement of standardization 9 Reduction of material, water and energy consumption Cronbach’s alpha ¼ 0.809: Good 10 1 2 3 4 5 0 0 0 1 1 0 0 1 0 0 1 1 1 0 2 5 4 6 3 4 6 3 8 7 3 8 10 7 5 4 8 4 7 7 4 3 12 12 11 9 9 6 7 5 3 Mean score SD 4.409 4.273 4.136 4.045 3.909 3.773 3.727 3.364 3.136 0.734 0.935 0.990 1.090 1.109 0.973 1.162 1.177 0.990 W. Xing, J.L. Hao, L. Qian et al. Journal of Cleaner Production 286 (2021) 124944 Table 7 Scores of challenges when using LC techniques and LCM according to its level of difficulty (1 ¼ Not at all difficult; 2 ¼ Slightly difficult; 3 ¼ Difficult; 4 ¼ Fairly difficult; 5 ¼ Very difficult). Ranking 1 2 3 4 5 Cronbach’s alpha Challenge identified Level of difficulty score Lack of trust and abilities in the implementation of lean Unwillingness of participant to face the drawbacks Ineffective communication Level of education of labor resources for lean Insufficient knowledge about lean ¼ 0.582: Poor 1 2 3 4 5 1 2 0 2 1 2 3 7 4 7 5 8 5 7 5 6 4 9 7 6 8 5 1 2 3 practice, “improvement of project productivity and quality” obtained the highest level of importance score from the respondents. “Improvement of construction workflow”, “elimination of waste”, and “improvement of health and safety at work” were also regarded as fairly important benefits. Although “reduction of material, water and energy consumption” received the lowest score, the respondents nevertheless rated it as an important benefit. This result is in line with the study of Bajjou and Chafi (2018), where construction time and cost were considered to be less important than quality and safety, whilst they were still the key benefits of employing lean practice on construction projects. Table 7 shows respondent scores for the five possible challenges of using LC techniques and LCM. It can be seen that the respondents considered the biggest challenge to be “lack of trust and abilities in the implementation of LC techniques” with a score bordering on the fairly difficult level of 4. The other four challenges are closer to the difficult level score of 3. Respondents raised additional possible challenges, which primarily concerned subjective factors, such as resistance to change, lack of respect, and fear of negative consequences and blame. However, it should be noted that the result is less reliable than benefits obtained based on Cronbach’s alpha value. Since the defined levels of importance and difficulty are classified using a similar scoring method, it is possible to compare the benefits and challenges of using lean practice in a project by comparing scores. Accordingly, a comparison of scores reveals that the benefits of implementing lean practice in a project outweigh Mean score SD 3.818 3.318 3.182 3.136 3.136 1.181 1.249 0.958 1.125 1.167 the challenges. This is strong evidence to support the contention that the use of LC techniques and LCM should be promoted for all projects. Overall, there is too much focus on data showing how LC improves safety, quality and efficiency, and not enough on the barriers to implementation of LC to the AEC industry. The respondent in question felt that it is better to deal with the challenges before implementing a greater degree of lean practice in AEC projects. As a result, suggestions can be made from the perspectives of the individual, team, government, and the AEC industry. One suggestion from an individual perspective was that individual LC performance should be incentivized in order to encourage LC thinking at the individual level of the project. Accordingly, training and continuous education either from internal or external LC experts should be provided for both individual and project teams to build and maintain enthusiasm for lean practice. Furthermore, developing an understanding of LC and bringing lean concepts to the team should be proportional to their maturity level in terms of LC experience. It was also suggested that government and regulatory authorities should play a greater role regarding the implementation and awareness of LC and LCM by providing both financial and political support. Finally, a national LC initiative involving all stakeholders in the AEC industry should be implemented. If LC is expected by all stakeholders and people are held accountable from the top down, the full benefits of LC techniques and LCM can be realized. Table 8 Comparative analysis of results from case study interviews and survey questionnaire. Case study interviews Questionnaire survey LC techniques and LCM methods LPS; Kanban system; JIT; Concurrent engineering; Constraint analysis; Quality and safety management. Three most reductions of waste Inventory; Waiting time; Defects Improvement of construction workflow; Improvement of project productivity and quality; Improved collaboration and communication among stakeholders. Educational level and customs of stakeholders; Lack of trust and abilities in the implementation of LC techniques and LCM; Fully address user requirement. LPS; JIT; Quality and safety management; Constraint analysis; Concurrent engineering; LPDS; Target value delivery; Kanban system; 5S method. Waiting time; Defects; Underutilizing people. Improvement of project productivity and quality; Improvement of construction workflow; Elimination of waste. Three most important benefits obtained Three most difficult challenges encountered 11 Lack of trust and abilities in the implementation of LC techniques; Unwillingness of participants to face the drawbacks of traditional construction; Inefficient communication among stakeholders. W. Xing, J.L. Hao, L. Qian et al. Journal of Cleaner Production 286 (2021) 124944 avoidance of hazards, and accelerated construction progress. The 3D visualization, the construction process simulation, the clash detection, the in-time inspection, all assisted by digital technology and IoT allowed the LCM group to be in better control of the project. With respect to the comparative analysis, both the case study project stakeholders, and the global LC practitioners and scholars shared the view that the most distinguishable benefits of implementing lean practice in a project are the reduction of waiting time and of defects. The benefits accruing to construction workflow and schedule, project quality and productivity, on-site health and safety, and communication and collaboration among stakeholders are also obvious and promising for maximizing the value of future LC projects in China’s AEC industry. 5.3. Comparative analysis Since the interview and survey questions were similar, it is reasonable to conduct a comparative analysis. Through a comparison of results, closer insights of LC techniques and LCM are provided. In order of their levels of significance, Table 8 lists the comparative results from the case study interviews and questionnaire survey with regards to LC techniques and LCM methods used, types of wastes reduction, benefits obtained, and challenges encountered. LPS and JIT were widely recognized by interviewees and by the largest number of survey respondents, which means that these two techniques may be the most appropriate to use when construction firms first start to implement LC practices. Although concurrent engineering, constraint analysis, and quality and safety management are all part of traditional construction management, their use as a part of a lean thinking approach will give these strategies a new meaning and stimulate improvements in project quality and productivity. Although the Kanban system was a core method that supported construction progress in the case study project, according to global LC experts it is rarely used. However, since the case study project achieved the expected results on the workflow, resource distribution, and communication between stakeholders, there is a strong case for recommending that the Kanban system be further developed for use in China’s ACE industry. Since survey respondents identified a number of additional LC techniques, there is a good possibility of increasing the level of LC implementation once ACE stakeholders become more familiar with applying lean principles to their projects. Interviewees and survey respondents held a similar view that waiting time and defects are reduced through the implantation of LC techniques and LCM. Interviewees observed that inventory waste was the most significant type of waste reduced, but this was mainly due to the measures taken to deal with the project’s limited working space; the strictly controlled material quantity and entering sequence helped avoid unnecessary material storage. As for underutilizing people, survey respondents felt that the application of LC helped to coordinate labor resources between different disciplines and thereby reduced labor costs. Other potential benefits and possible challenges observed by interviewees and survey respondents were aligned. 6.2. Limitations and recommendations Firstly, there is the question of whether the LC case study project is representative of the normal conditions in China’s AEC industry. The client and the construction manager were familiar with lean principles and strongly believed in implementing them in construction projects. In addition, other stakeholders had been trained before the project. By contrast, the majority of local construction firms in China are still steeped in traditional construction methods. Therefore, in order to obtain findings that are more representative of the local situation in China’s ACE industry, it is recommended that a purely domestic LC project should be investigated with particular regard to the project type, the contract form, the construction method, and the management system. Secondly, according to some case study interviewees, lean practice applied to industrial construction projects are slightly different to other types of projects, particularly with respect to the lean assembly process and lower tolerance of quality flaws. Also, prefabrication as used in the case study project is not as efficient for industrial construction projects as it is for residential projects, where modular construction makes it easier to achieve project value and reduce on-site waste. Consequently, since findings from the case study interviews are based on an industrial type project, they can only be partially applied to residential and other types of project. Thirdly, even though the questionnaire survey sought the views of LC practitioners and scholars in the global AEC community, since the interviews focused exclusively on a LC industrial project in China’s AEC industry, there is a limitation with regard to universally applying the study’s findings. This limit is exacerbated by the fact that only three interviewees volunteered feedback from their individual experiences, with other stakeholders such as designers, contractors, and construction personnel neglecting to do so. There is no denying that the aforementioned stakeholders are crucial when implementing LC practices, as they greatly influence the construction workflow and project quality. While it may be understandable that they would pay more attention to the execution of their own particular discipline rather than managerial strategies and interdisciplinary knowledge, it is nevertheless important that future research make a concerted effort to elicit their feedback on the implementation of LC techniques and LCM. Respondents to the questionnaire were mostly from countries or regions outside of China, therefore their experiences and attitudes are more reflective of the global trend towards implementation of LC. From the comparative analysis, it is clear there is a gap between the Chinese and global AEC industries with respect to the practice and experience of LC. Nevertheless, the Kanban system in the case study project played a vital role in improving the workflow and visualization of the construction process, whereas prefabrication, digital technologies and IoTs, and continuous improvement significantly promoted project performance. Accordingly, it is 6. Conclusions, limitations and recommendations 6.1. Conclusions To better understand how LC techniques and LCM can be implemented in ACE projects in China, a case study of a project in Suzhou, China was conducted. The LC techniques and LCM employed were divided into five categories: ‘LPS and Kanban system’, ‘JIT and prefabrication’, ‘digital technologies and IoT’, ‘quality and safety’, and ‘continuous improvement and Scrum’. Interviews were conducted with stakeholders of the case study project to elicit their views on the benefits and challenges of implementing LCM in the project. A questionnaire survey in line with the interview questions was conducted among global LC practitioners and scholars to collect their opinions of LC techniques and LCM. Through a comparative analysis of the case study interviews and results from the questionnaire survey, valuable conclusions can be drawn from both the Chinese and global perspectives. Implementation of lean practice in the case study project brought significant benefits to the project in terms of schedule, workflow, quality and safety issues. The adoption of prefabricated elements led to more precise engineering, reduced on-site waste generation, better mechanical and durability performance, 12 W. Xing, J.L. Hao, L. Qian et al. 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Gaps between awareness and activities on green construction in China: a perspective of on-site personnel. Sustainability 10 (7), 2266. https://doi.org/10.3390/su10072266. CRediT authorship contribution statement Weiqi Xing: Methodology, Investigation, Data curation, Formal analysis, Writing - original draft. Jian Li Hao: Conceptualization, Supervision, Writing - review & editing, Project administration, Funding acquisition. Liang Qian: Methodology, Supervision, Writing - review & editing. Vivian W.Y. Tam: Methodology, Data curation, Supervision. Karol S. Sikora: Supervision, Writing - review & editing. Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper. Acknowledgements The authors wish to acknowledge the support from the Department of Civil Engineering, Xi’an Jiaotong-Liverpooll University, China RDF (2016-01-32), Key Special Fund Exploring Program (2018-E-29) from Suzhou Industrial Park, China. The authors are also grateful for LCM group and its staff to provide the opportunity to collect the data for the research. References Anisimova, T., Thomson, S.B., 2012. Enhancing multi-method research methodologies for more informed decision-making. JOAAG 7 (1), 96e104. Aslam, M., Gao, Z., Smith, G., 2020. Exploring factors for implementing lean construction for rapid initial successes in Construction. J. Cleaner Prod. 123295. Babalola, O., Ibem, E.O., Ezema, I.C., 2019. Implementation of lean practices in the construction industry: A systematic review. Build. Environ. 148, 34e43. Bajjou, M.S., Chafi, A., 2018. Lean construction implementation in the Moroccan construction industry: awareness, benefits and barriers. J. Eng. Des. 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