Lesk, C., Rowhani, P. & Ramankutty, N. Influence of extreme weather disasters on global crop production. Nature 529, 84–87 (2016).
Google Scholar
Cao, S., Nie, L., Sun, H., Sun, W. & Taghizadeh-Hesary, F. Digital finance, green technological innovation and energy-environmental performance: Evidence from China’s regional economies. J. Clean. Prod. 327, 129458 (2021).
Google Scholar
Zhang, D., Wang, J. & Wang, Y. Greening through centralization of environmental monitoring?. Energy Econ. 123, 106753 (2023).
Google Scholar
Liu, Y., Ma, C. & Huang, Z. Can the digital economy improve green total factor productivity? An empirical study based on Chinese urban data. Math. Biosci. Eng 20, 6866–6893 (2023).
Google Scholar
Peng, Y. & Tao, C. Can digital transformation promote enterprise performance?—From the perspective of public policy and innovation. J. Innov. Knowl. 7, 100198 (2022).
Google Scholar
Hao, X., Wen, S., Xue, Y., Wu, H. & Hao, Y. How to improve environment, resources and economic efficiency in the digital era?. Resourc. Policy 80, 103198 (2023).
Google Scholar
Bouwman, H., Nikou, S. & de Reuver, M. Digitalization, business models, and SMEs: How do business model innovation practices improve performance of digitalizing SMEs?. Telecommun. Policy 43, 101828 (2019).
Google Scholar
Ribeiro-Navarrete, S., Botella-Carrubi, D., Palacios-Marqués, D. & Orero-Blat, M. The effect of digitalization on business performance: An applied study of KIBS. J. Bus. Res. 126, 319–326 (2021).
Google Scholar
Bertani, F., Ponta, L., Raberto, M., Teglio, A. & Cincotti, S. The complexity of the intangible digital economy: An agent-based model. J. Bus. Res. 129, 527–540 (2021).
Google Scholar
Li, Z. & Wang, J. The dynamic impact of digital economy on carbon emission reduction: Evidence city-level empirical data in China. J. Clean. Prod. 351, 131570 (2022).
Google Scholar
Ma, Q., Tariq, M., Mahmood, H. & Khan, Z. The nexus between digital economy and carbon dioxide emissions in China: The moderating role of investments in research and development. Technol. Soc. 68, 101910 (2022).
Google Scholar
Porter, M. E. & Heppelmann, J. E. How smart, connected products are transforming competition. Harvard Bus. Rev. 92, 64–88 (2014).
Vendrell-Herrero, F., Bustinza, O. F., Parry, G. & Georgantzis, N. Servitization, digitization and supply chain interdependency. Ind. Mark. Manag. 60, 69–81 (2017).
Google Scholar
Lewandowski, M. Designing the business models for circular economy—towards the conceptual framework. Sustainability 8, 43 (2016).
Google Scholar
Zhao, X., Zhang, X. & Shao, S. Decoupling CO2 emissions and industrial growth in China over 1993–2013: The role of investment. Energy Econ. 60, 275–292 (2016).
Google Scholar
Ahamed, Z., Inohara, T. & Kamoshida, A. The servitization of manufacturing: An empirical case study of IBM corporation. Int. J. Bus. Admin. 4, 18–26 (2013).
Gebauer, H., Paiola, M., Saccani, N., & Rapaccini, M. Vol. 93 382–388 (Elsevier, 2021).
Yin, S., Zhang, N., Ullah, K. & Gao, S. Enhancing digital innovation for the sustainable transformation of manufacturing industry: a pressure-state-response system framework to perceptions of digital green innovation and its performance for green and intelligent manufacturing. Systems 10, 72 (2022).
Google Scholar
Agrawal, R., Wankhede, V. A., Kumar, A., Upadhyay, A. & Garza-Reyes, J. A. Nexus of circular economy and sustainable business performance in the era of digitalization. Int. J. Prod. Perform. Manag. 71, 748–774 (2022).
Google Scholar
Kristoffersen, E., Blomsma, F., Mikalef, P. & Li, J. The smart circular economy: A digital-enabled circular strategies framework for manufacturing companies. J. Bus. Res. 120, 241–261 (2020).
Google Scholar
Esmaeilian, B., Sarkis, J., Lewis, K. & Behdad, S. Blockchain for the future of sustainable supply chain management in Industry 4.0. Resour. Conserv. Recycl. 163, 105064 (2020).
Google Scholar
Rejeb, A., Suhaiza, Z., Rejeb, K., Seuring, S. & Treiblmaier, H. The Internet of Things and the circular economy: A systematic literature review and research agenda. J. Clean. Prod. 131439 (2022).
Low, J. S. C. et al. A collaboration platform for enabling industrial symbiosis: Application of the database engine for waste-to-resource matching. Procedia CIRP 69, 849–854 (2018).
Google Scholar
Conboy, K., Mikalef, P., Dennehy, D. & Krogstie, J. Using business analytics to enhance dynamic capabilities in operations research: A case analysis and research agenda. Eur. J. Oper. Res. 281, 656–672 (2020).
Google Scholar
Shang, Y., Raza, S. A., Huo, Z., Shahzad, U. & Zhao, X. Does enterprise digital transformation contribute to the carbon emission reduction? Micro-level evidence from China. Int. Rev. Econ. Finance 86, 1–13 (2023).
Google Scholar
Li, L. Digital transformation and sustainable performance: The moderating role of market turbulence. Ind. Mark. Manag. 104, 28–37 (2022).
Google Scholar
Luo, S. & Yuan, Y. The path to low carbon: the impact of network infrastructure construction on energy conservation and emission reduction. Sustainability 15, 3683 (2023).
Google Scholar
Bag, S., Yadav, G., Dhamija, P. & Kataria, K. K. Key resources for industry 4.0 adoption and its effect on sustainable production and circular economy: An empirical study. J. Clean. Prod. 281, 125233 (2021).
Vandermerwe, S. & Rada, J. Servitization of business: adding value by adding services. Eur. Manag. J. 6, 314–324 (1988).
Google Scholar
Gaiardelli, P., Resta, B., Martinez, V., Pinto, R. & Albores, P. A classification model for product-service offerings. J. Clean. Prod. 66, 507–519 (2014).
Google Scholar
Sun, L., Li, G., Jiang, Z., Zheng, L. & He, Z. Service-embedded manufacturing: Advanced manufacturing paradigm in 21st century. China Mech. Eng. 18, 2307 (2007).
Zhang, W. & Banerji, S. Challenges of servitization: A systematic literature review. Ind. Mark. Manag. 65, 217–227 (2017).
Google Scholar
Baines, T. & Lightfoot, H. W. Servitization of the manufacturing firm: Exploring the operations practices and technologies that deliver advanced services. Int. J. Oper. Prod. Manag. 34, 2–35 (2013).
Google Scholar
Kamp, B. & Parry, G. Servitization and advanced business services as levers for competitiveness. Ind. Mark. Manag. 60, 11–16 (2017).
Google Scholar
Tukker, A. Eight types of product–service system: eight ways to sustainability? Experiences from SusProNet. Bus. Strategy Environ. 13, 246–260 (2004).
Google Scholar
Mont, O., Dalhammar, C. & Jacobsson, N. A new business model for baby prams based on leasing and product remanufacturing. J. Clean. Prod. 14, 1509–1518 (2006).
Google Scholar
Doni, F., Corvino, A. & Martini, S. B. Servitization and sustainability actions. Evidence from European manufacturing companies. J. Environ. Manag. 234, 367–378 (2019).
Google Scholar
Parida, V., Sjödin, D. & Reim, W. Vol. 11 391 (MDPI, 2019).
Kohtamäki, M., Parida, V., Patel, P. C. & Gebauer, H. The relationship between digitalization and servitization: The role of servitization in capturing the financial potential of digitalization. Technol. Forecast. Soc. Change 151, 119804 (2020).
Google Scholar
Coase, R. H. The nature of the firm (Springer, Berlin, 1995).
Pfeffer, J. & Salancik, G. R. The external control of organizations: A resource dependence perspective (Stanford University Press, Stanford, 2003).
Drees, J. M. & Heugens, P. P. Synthesizing and extending resource dependence theory: A meta-analysis. J. Manag. 39, 1666–1698 (2013).
Li, B.-H., Hou, B.-C., Yu, W.-T., Lu, X.-B. & Yang, C.-W. Applications of artificial intelligence in intelligent manufacturing: a review. Front. Inf. Technol. Electron. Eng. 18, 86–96 (2017).
Google Scholar
Khan, S. A. R., Piprani, A. Z. & Yu, Z. Digital technology and circular economy practices: future of supply chains. Oper. Manag. Res. 15, 676–688 (2022).
Google Scholar
Khan, S. A. R., Zia-ul-haq, H. M., Umar, M. & Yu, Z. Digital technology and circular economy practices: An strategy to improve organizational performance. Bus. Strategy Dev. 4, 482–490 (2021).
Google Scholar
Toygar, A., Rohm, C. Jr. & Zhu, J. A new asset type: Digital assets. J. Int. Technol. Inf. Manag. 22, 7 (2013).
Coreynen, W., Matthyssens, P. & Van Bockhaven, W. Boosting servitization through digitization: Pathways and dynamic resource configurations for manufacturers. Ind. Mark. Manag. 60, 42–53 (2017).
Google Scholar
Sklyar, A., Kowalkowski, C., Tronvoll, B. & Sörhammar, D. Organizing for digital servitization: A service ecosystem perspective. J. Bus. Res. 104, 450–460 (2019).
Google Scholar
Sjödin, D. R., Parida, V. & Wincent, J. Value co-creation process of integrated product-services: Effect of role ambiguities and relational coping strategies. Ind. Mark. Manag. 56, 108–119 (2016).
Google Scholar
Balouei Jamkhaneh, H., Luz Tortorella, G., Parkouhi, S. V. & Shahin, R. A comprehensive framework for classification and selection of H40 digital technologies affecting healthcare processes in the grey environment. TQM J. 34, 1914–1941 (2022).
Google Scholar
Barki, H., & Pinsonneault, A. The construct of organizational integration: A research framework and its application to enterprise systems research. Cahier du GReSI no 3 (2003).
Cainelli, G., Evangelista, R. & Savona, M. Innovation and economic performance in services: a firm-level analysis. Camb. J. Econ. 30, 435–458 (2006).
Google Scholar
Boons, F., Montalvo, C., Quist, J. & Wagner, M. Sustainable innovation, business models and economic performance: An overview. J. Clean. Prod. 45, 1–8 (2013).
Google Scholar
Bressanelli, G., Adrodegari, F., Perona, M. & Saccani, N. Exploring how usage-focused business models enable circular economy through digital technologies. Sustainability 10, 639 (2018).
Google Scholar
Alexopoulos, I., Kounetas, K. & Tzelepis, D. Environmental and financial performance. Is there a win-win or a win-loss situation? Evidence from the Greek manufacturing. J. Clean. Prod. 197, 1275–1283 (2018).
Google Scholar
Krajnc, D. & Glavič, P. A model for integrated assessment of sustainable development. Resourc. Conserv. Recycl. 43, 189–208 (2005).
Google Scholar
Wang, Z., Liao, K. & Zhang, Y. Does ESG screening enhance or destroy stock portfolio value? Evidence from China. Emerg. Mark. Finance Trade 58, 2927–2941 (2022).
Google Scholar
Saunders, A. & Tambe, P. A measure of firms’ information practices based on textual analysis of 10-K filings. Work. Pap (2013).
Chen, C. C., Chen, C. D. & Lien, D. Financial distress prediction model: The effects of corporate governance indicators. J. Forecast. 39, 1238–1252 (2020).
Google Scholar
Zou, W. & Pan, M. Does the construction of network infrastructure reduce environmental pollution?—Evidence from a quasi-natural experiment in “Broadband China”. Environ. Sci. Pollut. Res. 30, 242–258 (2023).
Google Scholar
Ellison, G. & Glaeser, E. L. Geographic concentration in US manufacturing industries: A dartboard approach. J. Polit. Econ. 105, 889–927 (1997).
Google Scholar
Fang, E., Palmatier, R. W. & Steenkamp, J.-B.E. Effect of service transition strategies on firm value. J. Mark. 72, 1–14 (2008).
Google Scholar
Alayón, C., Säfsten, K. & Johansson, G. Conceptual sustainable production principles in practice: Do they reflect what companies do?. J. Clean. Prod. 141, 693–701 (2017).
Google Scholar
Ghobakhloo, M. Industry 4.0, digitization, and opportunities for sustainability. J. Clean. Prod. 252, 119869 (2020).
Google Scholar
Popkova, E. G., De Bernardi, P., Tyurina, Y. G. & Sergi, B. S. A theory of digital technology advancement to address the grand challenges of sustainable development. Technol. Soc. 68, 101831 (2022).
Google Scholar
Xu, Q., Li, X. & Guo, F. Digital transformation and environmental performance: Evidence from Chinese resource‐based enterprises. Corp. Soc. Responsibil. Environ. Manag. (2023).
Zhang, X., Gao, C. & Zhang, S. The niche evolution of cross-boundary innovation for Chinese SMEs in the context of digital transformation——Case study based on dynamic capability. Technol. Soc. 68, 101870 (2022).
Google Scholar
