[ 1 ] Overholt WH. China and the evolution of the world economy. China Econ Rev 2016;40:267–71. link1

[ 2 ] Vandermerwe S, Rada J. Servitization of business: adding value by adding services. Eur Manage J 1988;6(4):314–24. link1

[ 3 ] Raddats C, Baines T, Burton J, Story VM, Zolkiewski J. Motivations for servitization: the impact of product complexity. Int J Oper Prod Manage 2016;36(5):572–91.

[ 4 ] Raddats C, Kowalkowski C, Benedettini O, Burton J, Gebauer H. Servitization: a contemporary thematic review of four major research streams. Ind Mark Manage 2019;83:207–23. link1

[ 5 ] Leiringer R, Bröchner J. Editorial: service-led construction projects. Construct Manage Econ 2010;28(11):1123–9. link1

[ 6 ] Brady T, Davies A, Gann D. Can integrated solutions business models work in construction? Build Res Inform 2005;33(6):571–9. link1

[ 7 ] Lind H, Borg L. Service-led construction: is it really the future? Construct Manage Econ 2010;28(11):1145–53. link1

[ 8 ] Alderman N, Ivory C. Service-led projects: understanding the meta-project context. Construct Manage Econ 2010;28(11):1131–43. link1

[ 9 ] Hartmann A, Davies A, Frederiksen L. Learning to deliver service-enhanced public infrastructure: balancing contractual and relational capabilities. Construct Manage Econ 2010;28(11):1165–75. link1

[10] Robinson W, Chan P, Lau T. Finding new ways of creating value: a case study of servitization in construction. Res Technol Manage 2016;59(3):37–49. link1

[11] van Oorschot JAWH, Halman JIM, Hofman E. The continued adoption of housing systems in the Netherlands: a multiple case study. J Constr Eng Manage Innov 2019;2(4):167–90. link1

[12] Hellström M, Wikström R, Gustafsson M, Luotola H. The value of project execution services: a problem and uncertainty perspective. Construct Manage Econ 2016;34(4–5):272–85. link1

[13] Wang H, Liu D, Xie Y, Zhou H. Research on the mode of Internet Plus construction platform. J Eng Manage 2017;31(5):91–5. Chinese. link1

[14] Wang H, Liu D. Is servitization of construction the inevitable choice of Internet Plus construction? Front Eng Manage 2017;4(2):229–30. link1

[15] Koskela L. Application of the new production philosophy to construction. California: Stanford University; 1992. link1

[16] Liu D, Wang H, Zhou H. Modeling of construction service. J Eng Manage 2017;31:158–64. link1

[17] Roy R, Baines TS, Lightfoot HW, Benedettini O, Kay JM. The servitization of manufacturing: a review of literature and reflection on future challenges. J Manuf Technol Manage 2009;20(5):547–67. link1

[18] Goedkoop MJ, van Halen CJG, te Riele HRM, Rommens PJM. Product service systems—ecological and economical basics [Internet]. Lisbon: Portal de Conhecimentos; [cited 2021 Mar 6]. Available from: http:// www.portaldeconhecimentos.org.br/index.php/por/Conteudo/Product-ServiceSystems-Ecological-and-Economical-Basics. link1

[19] Baines TS, Lightfoot HW, Evans S, Neely A, Greenough R, Peppard J, et al. State-of-the-art in product-service systems. Proc Inst Mech Eng B J Eng Manuf 2007;221(10):1543–52. link1

[20] Beuren FH, Gomes Ferreira MG, Cauchick Miguel PA. Product-service systems: a literature review on integrated products and services. J Clean Prod 2013;47:222–31. link1

[21] Sun L, Li G, Jiang Z, Zheng L, He Z. Service-embedded manufacturing: advanced manufacturing paradigm in 21st century. China Mech Eng 2007;18 (19):2307–12. Chinese. link1

[22] Sun L, Gao J, Zhu C, Li G, He Z. Service-oriented manufacturing: a new product mode and manufacturing paradigm. China Mech Eng 2008;19:2600–4. Chinese. link1

[23] Jiang ZZ, Feng G, Yi Z, Guo X. Service-oriented manufacturing: a literature review and future research directions. Front Eng Manag. In press.

[24] Lin W, Jiang H, Li N. A survey on the research of service-oriented manufacturing. Ind Eng Manage 2009;14:1–6. link1

[25] Jiang Z, Li N, Wang L, Miao R. Operations management of service-oriented manufacturing. Beijing: Science Press; 2016. link1

[26] Neely A. Exploring the financial consequences of the servitization of manufacturing. Oper Manage Res 2008;1(2):103–18. link1

[27] Maloney WF. Construction product/service and customer satisfaction. J Constr Eng Manage 2002;128(6):522–9. link1

[28] Alderman N, Ivory C, McLoughlin I, Vaughan R. Sense-making as a process within complex service-led projects. Int J Proj Manage 2005;23(5):380–5. link1

[29] Hoezen M, van Rutten J, Voordijk H, Dewulf G. Towards better customized service-led contracts through the competitive dialogue procedure. Construct Manage Econ 2010;28(11):1177–86. link1

[30] Razmdoost K, Mills G. Towards a service-led relationship in project-based firms. Construct Manage Econ 2016;34(4–5):317–34. link1

[31] Straub AD. Competences of maintenance service suppliers servicing endcustomers. Construct Manage Econ 2010;28(11):1187–95. link1

[32] Jacobsson M, Roth P. Towards a shift in mindset: partnering projects as engagement platforms. Construct Manage Econ 2014;32(5):419–32. link1

[33] Robinson W, Chan P. Servitization in construction: towards a focus on transitional routines. In: Raiden AB, Aboagye-Nimo E, editors. Proceedings of the 30th Annual ARCOM Conference; 2014 Sep 1–3; Portsmouth, UK. Reading: Association of Researchers in Construction Management; 2014. p. 905–14. link1

[34] Robinson WG, Chan PW, Lau T. Sensors and sensibility: examining the role of technological features in servitizing construction towards greater sustainability. Construct Manag Econ 2016;34(1):4–20. link1

[35] Smyth H, Razmdoost K, Mills GRW. Service innovation through linking design, construction and asset management. Built Env Proj Asset Manage 2019;9(1):80–6. link1

[36] Smyth H, Duryan M, Kusuma I. Service design for marketing in construction: tactical implementation in the ‘‘business development management”. Built Environ Proj Asset Manage 2019;9(1):87–99. link1

[37] Fuentes MEG. Co-creation and co-destruction of experiential value: a service perspective in projects. Built Environ Proj Asset Manage 2019;9(1):100–17. link1

[38] Lusch RF, Vargo SL, O’Brien M. Competing through service: insights from service-dominant logic. J Retail 2007;83(1):5–18. link1

[39] Gao X, Pishdad-Bozorgi P. BIM-enabled facilities operation and maintenance: a review. Adv Eng Inform 2019;39:227–47. link1

[40] Zhang W, Banerji S. Challenges of servitization: a systematic literature review. Ind Mark Manage 2017;65:217–27. link1

[41] Baines T, Ziaee Bigdeli A, Sousa R, Schroeder A. Framing the servitization transformation process: a model to understand and facilitate the servitization journey. Int J Prod Econ 2020;221:107463. link1

[42] Bowman C, Ambrosini V. Value creation versus value capture: towards a coherent definition of value in strategy. Br J Manage 2000;11(1):1–15. link1

[43] Vargo SL, Maglio PP, Akaka MA. On value and value co-creation: a service systems and service logic perspective. Eur Manage J 2008;26(3):145–52. link1

[44] Tao F, Qi Q. New IT driven service-oriented smart manufacturing: framework and characteristics. IEEE Trans Syst Man Cybern Syst 2019;49(1):81–91. link1

[45] Albert H, Arnold M, Li F. Illuminating the dark spaces of healthcare with ambient intelligence. Nature 2020;585(7824):193–202. link1

[46] Du M, Chen Q, Xiao J, Yang H, Ma X. Supply chain finance innovation using blockchain. IEEE Trans Eng Manage 2020;67(4):1045–58. link1

[47] Lipper L, Thornton P, Campbell BM, Baedeker T, Braimoh A, Bwalya M, et al. Climate-smart agriculture for food security. Nat Clim Chang 2014;4 (12):1068–72. link1

[48] Woodhead R, Stephenson P, Morrey D. Digital construction: from point solutions to IoT ecosystem. Autom Construct 2018;93:35–46. link1

[49] Ding Z, Liu S, Liao L, Zhang L. A digital construction framework integrating building information modeling and reverse engineering technologies for renovation projects. Autom Construct 2019;102:45–58. link1

[50] Klinc R, Turk Zˇ. Construction 4.0—digital transformation of one of the oldest industries. Econ Bus Rev 2019;21(3):393–410. link1

[51] Lerch C, Gotsch M. Digitalized product-service systems in manufacturing firms: a case study analysis. Res Technol Manage 2015;58(5):45–52. link1

[52] Grubic T. Remote monitoring technology and servitization: exploring the relationship. Comput Ind 2018;100:148–58. link1

[53] Belvedere V, Grando A. ICT-enabled time performance: an investigation of value creation mechanisms. Prod Plann Contr 2016;28(1):75–88. link1

[54] Coreynen W, Matthyssens P, Van Bockhaven W. Boosting servitization through digitization: pathways and dynamic resource configurations for manufacturers. Ind Mark Manage 2017;60:42–53. link1

[55] Vendrell-Herrero F, Bustinza OF, Parry G, Georgantzis N. Servitization, digitization and supply chain interdependency. Ind Mark Manage 2017;60:69–81. link1

[56] Paschou T, Rapaccini M, Adrodegari F, Saccani N. Digital servitization in manufacturing: a systematic literature review and research agenda. Ind Mark Manage 2020;89:278–92. link1

[57] Wang K, Jiang Z, Peng B, Jing H. Servitization of manufacturing in the new ICTs era: a survey on operations management. Front Eng Manage 2021;8 (2):223–35. link1

[58] Sawhney A, Riley M, Irizarry J. Construction 4.0: introduction and overview. In: Sawhney A, Riley M, Irizarry J. Construction 4.0. London: Routledge; 2020. p. 3–22.

[59] Deng T, Zhang K, Shen ZJ. A systematic review of a digital twin city: a new pattern of urban governance toward smart cities. J Manage Sci Eng 2021;6 (2):125–34. link1

[60] Payne AF, Storbacka K, Frow P. Managing the co-creation of value. J Acad Mark Sci 2008;36(1):83–96. link1

[61] Sjödin D, Parida V, Kohtamäki M, Wincent J. An agile co-creation process for digital servitization: a micro-service innovation approach. J Bus Res 2020;112:478–91. link1

[62] Lenka S, Parida V, Wincent J. Digitalization capabilities as enablers of value co-creation in servitizing firms. Psychol Mark 2017;34(1): 92–100. link1

[63] Azhar S. Building information modeling (BIM): trends, benefits, risks, and challenges for the AEC industry. Leadership Manage Eng 2011;11(3): 241–52. link1

[64] Roupé M, Johansson M, Maftei L, Lundstedt R, Viklund-Tallgren M. Virtual collaborative design environment: supporting seamless integration of multitouch table and immersive VR. J Constr Eng Manage 2020;146 (12):04020132. link1

[65] Lin YC, Chen YP, Yien HW, Huang CY, Su YC. Integrated BIM, game engine and VR technologies for healthcare design: a case study in cancer hospital. Adv Eng Inform 2018;36:130–45. link1

[66] Motamedi A, Wang Z, Yabuki N, Fukuda T, Michikawa T. Signage visibility analysis and optimization system using BIM-enabled virtual reality (VR) environments. Adv Eng Inform 2017;32:248–62. link1

[67] Xu J, Lu W, Xue F, Chen K. ‘Cognitive facility management’: definition, system architecture, and example scenario. Autom Construct 2019;107: 102922. link1

[68] Tushar W, Wijerathne N, Li WT, Yuen C, Poor HV, Saha TK, et al. Internet of things for green building management: disruptive innovations through lowcost sensor technology and artificial intelligence. IEEE Signal Process Mag 2018;35(5):100–10. link1

[69] Balvedi BF, Ghisi E, Lamberts R. A review of occupant behaviour in residential buildings. Energy Build 2018;174:495–505. link1

[70] Barthelmes VM, Li R, Andersen RK, Bahnfleth W, Corgnati SP, Rode C. Profiling occupant behaviour in Danish dwellings using time use survey data. Energy Build 2018;177:329–40. link1

[71] Furszyfer Del Rio DD, Sovacool BK, Bergman N, Makuch KE. Critically reviewing smart home technology applications and business models in Europe. Energy Policy 2020;144:111631. link1

[72] Rachinger M, Rauter R, Müller C, Vorraber W, Schirgi E. Digitalization and its influence on business model innovation. J Manuf Tech Manage 2019;30 (8):1143–60. link1

[73] Kohtamäki M, Parida V, Oghazi P, Gebauer H, Baines T. Digital servitization business models in ecosystems: a theory of the firm. J Bus Res 2019;104:380–92. link1

[74] Zhang S, Pan F, Wang C, Sun Y, Wang H. BIM-based collaboration platform for the management of EPC projects in hydropower engineering. J Constr Eng Manage 2017;143(12):04017087. link1

[75] Yan H, Yang N, Peng Y, Ren Y. Data mining in the construction industry: present status, opportunities, and future trends. Autom Construct 2020;119:103331. link1

[76] Pan Y, Zhang L. Roles of artificial intelligence in construction engineering and management: a critical review and future trends. Autom Construct 2021;122:103517. link1

[77] Al Qady M, Kandil A. Concept relation extraction from construction documents using natural language processing. J Constr Eng Manage 2010;136(3):294–302. link1

[78] Ur-Rahman N, Harding JA. Textual data mining for industrial knowledge management and text classification: a business oriented approach. Expert Syst Appl 2012;39(5):4729–39. link1

[79] Chen HM, Chang KC, Lin TH. A cloud-based system framework for performing online viewing, storage, and analysis on big data of massive BIMs. Autom Construct 2016;71:34–48. link1

[80] Zheng J, Sundhararajan M, Gao XZ, Vahdat Nejad H. Analysis of collaborative design and construction collaborative mechanism of cloud BIM platform construction project based on green computing technology. J Intell Fuzzy Syst 2018;34(2):819–29. link1

[81] Bello SA, Oyedele LO, Akinade OO, Bilal M, Davila Delgado JM, Akanbi LA, et al. Cloud computing in construction industry: use cases, benefits and challenges. Autom Construct 2021;122:103441. link1

[82] Du J, Shi Y, Zou Z, Zhao D. CoVR: cloud-based multiuser virtual reality headset system for project communication of remote users. J Constr Eng Manage 2018;144(2):04017109. link1

[83] Allen BJ, Chandrasekaran D, Basuroy S. Design crowdsourcing: the impact on new product performance of sourcing design solutions from the ‘‘crowd”. J Mark 2018;82(2):106–23. link1

[84] Shergadwala M, Forbes H, Schaefer D, Panchal JH. Challenges and research directions in crowdsourcing for engineering design: an interview study with industry professionals. IEEE Trans Eng Manage 2020:1–13. link1

[85] El-Diraby T, Krijnen T, Papagelis M. BIM-based collaborative design and socio-technical analytics of green buildings. Autom Construct 2017;82: 59–74. link1

[86] Paolini A, Kollmannsberger S, Rank E. Additive manufacturing in construction: a review on processes, applications, and digital planning methods. Addit Manuf 2019;30:100894. link1

[87] Delgado Camacho D, Clayton P, O’Brien WJ, Seepersad C, Juenger M, Ferron R, et al. Applications of additive manufacturing in the construction industry—a forward-looking review. Autom Construct 2018;89:110–9. link1

[88] Lim S, Buswell RA, Le TT, Austin SA, Gibb AGF, Thorpe T. Developments in construction-scale additive manufacturing processes. Autom Construct 2012;21:262–8. link1

[89] Davila Delgado JM, Oyedele L, Ajayi A, Akanbi L, Akinade O, Bilal M, et al. Robotics and automated systems in construction: understanding industryspecific challenges for adoption. J Build Eng 2019;26:100868. link1

[90] Li H, Luo X, Skitmore M. Intelligent hoisting with car-like mobile robots. J Constr Eng Manage 2020;146(12):04020136. link1

[91] Melenbrink N, Werfel J, Menges A. On-site autonomous construction robots: towards unsupervised building. Autom Construct 2020;119:103312. link1

[92] Niu Y, Lu W, Chen K, Huang GG, Anumba C. Smart construction objects. J Comput Civ Eng 2016;30(4):04015070. link1

[93] Kochovski P, Stankovski V. Supporting smart construction with dependable edge computing infrastructures and applications. Autom Construct 2018;85:182–92. link1

[94] Tam VWY, Tam CM, Zeng SX, Ng WCY. Towards adoption of prefabrication in construction. Build Environ 2007;42(10):3642–54. link1

[95] www.mckinsey.com [Internet]. Chicago: McKinsey & Company; 2019 [cited 2021 Sep 30]. Available from: https://www.mckinsey.com/businessfunctions/operations/our-insights/modular-construction-from-projects-toproducts. link1

[96] Cheng JCP, Chen W, Chen K, Wang Q. Data-driven predictive maintenance planning framework for MEP components based on BIM and IoT using machine learning algorithms. Autom Construct 2020;112:103087. link1

[97] Liu S, Schiavon S, Das HP, Jin M, Spanos CJ. Personal thermal comfort models with wearable sensors. Build Environ 2019;162:106281. link1

[98] Li D, Menassa CC, Kamat VR. Non-intrusive interpretation of human thermal comfort through analysis of facial infrared thermography. Energy Build 2018;176:246–61. link1

[99] Jung W, Jazizadeh F. Human-in-the-loop HVAC operations: a quantitative review on occupancy, comfort, and energy-efficiency dimensions. Appl Energy 2019;239:1471–508. link1

[100] Kim J, Zhou Y, Schiavon S, Raftery P, Brager G. Personal comfort models: predicting individuals’ thermal preference using occupant heating and cooling behavior and machine learning. Build Environ 2018;129:96–106. link1

[101] Xu G, Li M, Chen CH, Wei Y. Cloud asset-enabled integrated IoT platform for lean prefabricated construction. Autom Construct 2018;93:123–34. link1

[102] Grilo A, Jardim-Goncalves R. Cloud-Marketplaces: distributed e-procurement for the AEC sector. Adv Eng Informatics 2013;27(2):160–72. link1

[103] Jardim-Goncalves R, Grilo A. SOA4BIM: putting the building and construction industry in the Single European Information Space. Autom Constr 2010;19:388–97. link1

[104] Fan Y, Huang C, Wang Y, Zhang L. Architecture and operational mechanisms of networked manufacturing integrated platform. Int J Prod Res 2005;43 (12):2615–29. link1

[105] Boje C, Guerriero A, Kubicki S, Rezgui Y. Towards a semantic construction digital twin: directions for future research. Autom Construct 2020;114:103179. link1

[106] Tao F, Qi Q. Make more digital twins. Nature 2019;573(7775):490–1. link1

[107] Ma Z, Cai S, Mao N, Yang Q, Feng J, Wang P. Construction quality management based on a collaborative system using BIM and indoor positioning. Autom Construct 2018;92:35–45. link1

[108] Xu Q, Chong HY, Liao PC. Collaborative information integration for construction safety monitoring. Autom Construct 2019;102:120–34. link1

[109] Guofeng M, Jianyao J, Shan J, Zhijiang W. Incentives and contract design for knowledge sharing in construction joint ventures. Autom Construct 2020;119:103343. link1

[110] Liu Z, Wang H, Li H. Model of equipment sharing between contractors on construction projects. J Constr Eng Manage 2018;144(6):04018039. link1

[111] McNeil P. Secure IoT deployment in the cement industry. In: Akhtar SS, Kline C, Kline J, Keiser A, Poulsen K, Fonta P, editors. 2017 IEEE-IAS/PCA Cement Industry Technical Conference; 2017 May 21–25; Calgary, Canada. New York City: Curran Associates; 2017. link1

[112] Rasmussen NV, Beliatis MJ. IoT based digitalization and servitization of construction equipment in concrete industry. In: Baldini G, Presser M, Skarmeta AF, Tropea G, Detti A, Nakazato H, editors. 2019 Global IoT Summit (GIoTS); 2019 Jun 17–21; Aarhus, Denmark. New York City: Curran Associates; 2019. link1

[113] Bilal M, Oyedele LO, Qadir J, Munir K, Ajayi SO, Akinade OO, et al. Big data in the construction industry: a review of present status, opportunities, and future trends. Adv Eng Inform 2016;30(3):500–21. link1

[114] Fang W, Ding L, Love PED, Luo H, Li H, Peña-Mora F, et al. Computer vision applications in construction safety assurance. Autom Construct 2020;110:103013. link1

[115] Buckman AH, Mayfield M, Beck SBM. What is a smart building? Smart Sustain Built Environ 2014;3(2):92–109. link1

[116] Dong B, Prakash V, Feng F, O’Neill Z. A review of smart building sensing system for better indoor environment control. Energy Build 2019;199:29–46. link1