{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,5]],"date-time":"2026-06-05T02:57:22Z","timestamp":1780628242353,"version":"3.54.1"},"reference-count":81,"publisher":"MDPI AG","issue":"1","license":[{"start":{"date-parts":[[2023,12,30]],"date-time":"2023-12-30T00:00:00Z","timestamp":1703894400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Guangdong Higher Education Society\u2019s \u201c14th Five-Year Plan\u201d 2022 Higher Education Research Project","award":["22GYB169"],"award-info":[{"award-number":["22GYB169"]}]},{"name":"Dongguan City College 2020 Young Teachers\u2019 Development Fund Focused Project","award":["22GYB169"],"award-info":[{"award-number":["22GYB169"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Systems"],"abstract":"<jats:p>The rapid development of digital technology has injected new vitality into green technological innovation within manufacturing enterprises. Proper application of digital technology during the innovation process can propel global sustainable development. Using Chinese publicly traded manufacturing firms as a sample, this study employed a constructed digital technology innovation network and OLS models to unveil the mechanisms through which digital technology application affects green technological innovation. This research reveals a significant positive impact of the breadth and depth of digital technology applications on companies\u2019 green technological innovation performance. Green human resource allocation serves as an intermediary in this relationship. Furthermore, the embeddedness and structural embeddedness of the digital technology innovation network play a significantly positive moderating role in the relationship between digital technology applications and green human resource allocation. This discovery provides a theoretical foundation for how companies can harness digital technology to promote green innovation within China\u2019s digital strategy. It aids manufacturing enterprises in optimizing digital technology applications, improving green human resource allocation, and facilitating the development of digital technology innovation networks, advancing more sustainable development and contributing to global environmental goals.<\/jats:p>","DOI":"10.3390\/systems12010011","type":"journal-article","created":{"date-parts":[[2023,12,31]],"date-time":"2023-12-31T04:51:51Z","timestamp":1703998311000},"page":"11","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":25,"title":["Unleashing Green Innovation in Enterprises: The Transformative Power of Digital Technology Application, Green Human Resource, and Digital Innovation Networks"],"prefix":"10.3390","volume":"12","author":[{"given":"Jian","family":"Liu","sequence":"first","affiliation":[{"name":"Department of Law School, Dongguan City University, Dongguan 523419, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qibin","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Political Science, National Cheng Kung University, Tainan 700, Taiwan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chaoyi","family":"Wei","sequence":"additional","affiliation":[{"name":"Department of Law School, Dongguan City University, Dongguan 523419, China"},{"name":"Department of Political Science, National Cheng Kung University, Tainan 700, Taiwan"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2023,12,30]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"118459","DOI":"10.1016\/j.apenergy.2021.118459","article-title":"Understanding farmers\u2019 intention and willingness to install renewable energy technology: A solution to reduce the environmental emissions of agriculture","volume":"309","author":"Elahi","year":"2022","journal-title":"Appl. Energy"},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"206","DOI":"10.1002\/sd.1588","article-title":"Low Carbon Innovation in China: From Overlooked Opportunities and Challenges to Transitions in Power Relations and Practices","volume":"32","author":"Tyfield","year":"2015","journal-title":"Sustain. Dev."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"365","DOI":"10.1177\/1086026613507931","article-title":"Green Innovation and Financial Performance: An Institutional Approach","volume":"26","year":"2013","journal-title":"Organ. Environ."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"1444","DOI":"10.1108\/JMTM-09-2020-0368","article-title":"A conceptual four-stage maturity model of a firm\u2019s green manufacturing technology alternatives and performance measures","volume":"32","author":"Shukla","year":"2021","journal-title":"J. Manuf. Technol. Manag."},{"key":"ref_5","doi-asserted-by":"crossref","unstructured":"Mardani, A., Streimikiene, D., Zavadskas, E.K., Cavallaro, F., Nilashi, M., Jusoh, A., and Zare, H. (2017). Application of Structural Equation Modeling (SEM) to Solve Environmental Sustainability Problems: A Comprehensive Review and Meta-Analysis. Sustainability, 9.","DOI":"10.3390\/su9101814"},{"key":"ref_6","doi-asserted-by":"crossref","unstructured":"Ding, C., Liu, C., Zheng, C., and Li, F. (2022). Digital Economy, Technological Innovation and High-Quality Economic Development: Based on Spatial Effect and Mediation Effect. Sustainability, 14.","DOI":"10.3390\/su14010216"},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s11365-020-00684-9","article-title":"Entrepreneurship and high-quality economic development: Based on the triple bottom line of sustainable development","volume":"17","author":"Gu","year":"2021","journal-title":"Int. Entrep. Manag. J."},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.techfore.2019.03.015","article-title":"Supply chain re-engineering using blockchain technology: A case of smart contract based tracking process","volume":"144","author":"Chang","year":"2019","journal-title":"Technol. Forecast. Soc. Chang."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"135","DOI":"10.25300\/MISQ\/2015\/39:1.03","article-title":"Service Innovation in the Digital Age: Key Contributions and Future Directions","volume":"39","author":"Barrett","year":"2015","journal-title":"MIS Q."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"101868","DOI":"10.1016\/j.techsoc.2022.101868","article-title":"Do corporate social responsibility practices contribute to green innovation? The mediating role of green dynamic capability","volume":"68","author":"Yuan","year":"2022","journal-title":"Technol. Soc."},{"key":"ref_11","doi-asserted-by":"crossref","unstructured":"Su, J., Su, K., and Wang, S. (2021). Does the Digital Economy Promote Industrial Structural Upgrading?\u2014A Test of Mediating Effects Based on Heterogeneous Technological Innovation. Sustainability, 13.","DOI":"10.3390\/su131810105"},{"key":"ref_12","doi-asserted-by":"crossref","unstructured":"Sestino, A., Kahlawi, A., and De Mauro, A. (2023). Decoding the data economy: A literature review of its impact on business, society and digital transformation. Eur. J. Innov. Manag., 1\u201326.","DOI":"10.1108\/EJIM-01-2023-0078"},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"100384","DOI":"10.1016\/j.jik.2023.100384","article-title":"Intelligent manufacturing, green technological innovation and environmental pollution","volume":"8","author":"Shen","year":"2023","journal-title":"J. Innov. Knowl."},{"key":"ref_14","doi-asserted-by":"crossref","unstructured":"Wu, Y., Li, H., Luo, R., and Yu, Y. (2023). How digital transformation helps enterprises achieve high-quality development? Empirical evidence from Chinese listed companies. Eur. J. Innov. Manag., 1\u201327.","DOI":"10.1108\/EJIM-11-2022-0610"},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"112247","DOI":"10.1016\/j.enpol.2021.112247","article-title":"Does internet development improve green total factor energy efficiency? Evidence from China","volume":"153","author":"Wu","year":"2021","journal-title":"Energy Policy"},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1177\/23197145211042232","article-title":"Impact of Innovation Capabilities on Business Sustainability in Small and Medium Enterprises","volume":"11","author":"Hanaysha","year":"2022","journal-title":"FIIB Bus. Rev."},{"key":"ref_17","doi-asserted-by":"crossref","unstructured":"Xue, L., Zhang, Q., Zhang, X., and Li, C. (2022). Can Digital Transformation Promote Green innovation performance?. Sustainability, 14.","DOI":"10.3390\/su14127497"},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"100032","DOI":"10.1016\/j.igd.2022.100032","article-title":"The impact of digital transformation on corporate financialization: The mediating effect of Green innovation performance","volume":"2","author":"Bo","year":"2023","journal-title":"Innov. Green Dev."},{"key":"ref_19","doi-asserted-by":"crossref","unstructured":"Li, D., and Shen, W. (2021). Can Corporate Digitalization Promote Green Innovation? The Moderating Roles of Internal Control and Institutional Ownership. Sustainability, 13.","DOI":"10.3390\/su132413983"},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"116504","DOI":"10.1016\/j.jenvman.2022.116504","article-title":"The role of digitalization on green economic growth: Does industrial structure optimization and green innovation matter?","volume":"325","author":"Hao","year":"2023","journal-title":"J. Environ. Manag."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"67856","DOI":"10.1007\/s11356-022-20435-3","article-title":"The double-edged role of the digital economy in firm green innovation: Micro-evidence from Chinese manufacturing industry","volume":"29","author":"Dou","year":"2022","journal-title":"Environ. Sci. Pollut. Res."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"611","DOI":"10.1016\/j.jclepro.2019.05.024","article-title":"Impact of knowledge management practices on green innovation and corporate sustainable development: A structural analysis","volume":"229","author":"Jawad","year":"2019","journal-title":"J. Clean. Prod."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"119762","DOI":"10.1016\/j.techfore.2019.119762","article-title":"Green innovation and environmental performance: The role of green transformational leadership and green human resource management","volume":"150","author":"Singh","year":"2020","journal-title":"Technol. Forecast. Soc. Change"},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"37","DOI":"10.1177\/0008125620934864","article-title":"Implementing a Digital Strategy: Learning from the Experience of Three Digital Transformation Projects","volume":"62","author":"Correani","year":"2020","journal-title":"Calif. Manag. Rev."},{"key":"ref_25","doi-asserted-by":"crossref","unstructured":"Costa, J., and Jo\u00e3o, C.O.M. (2020). Open Innovation 4.0 as an Enhancer of Sustainable Innovation Ecosystems. Sustainability, 12.","DOI":"10.3390\/su12198112"},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"106194","DOI":"10.1016\/j.econmod.2023.106194","article-title":"Impact of the digital economy on high-quality urban economic development: Evidence from Chinese cities","volume":"120","author":"Guo","year":"2023","journal-title":"Econ. Model."},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"101991","DOI":"10.1016\/j.techsoc.2022.101991","article-title":"How does digital transformation affect agricultural enterprises\u2019 pro-land behavior: The role of environmental protection cognition and cross-border search","volume":"70","author":"Xie","year":"2022","journal-title":"Technol. Soc."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"100208","DOI":"10.1016\/j.egyai.2022.100208","article-title":"Methods and applications for Artificial Intelligence, Big Data, Internet of Things, and Blockchain in smart energy management","volume":"11","author":"Li","year":"2023","journal-title":"Energy AI"},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"178","DOI":"10.1016\/j.eap.2020.07.008","article-title":"National strategic artificial intelligence plans: A multi-dimensional analysis","volume":"67","author":"Fatima","year":"2020","journal-title":"Econ. Anal. Policy"},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1016\/j.jsis.2015.08.002","article-title":"Reflections on societal and business model transformation arising from digitization and big data analytics: A research agenda","volume":"24","author":"Claudia","year":"2015","journal-title":"J. Strateg. Inf. Syst."},{"key":"ref_31","doi-asserted-by":"crossref","unstructured":"Pratono, A.H. (2023). Multiple flexible suppliers and competitive advantage during market turbulence: The role of digital capabilities. J. Enterp. Inf. Manag., 1\u201319.","DOI":"10.1108\/JEIM-09-2022-0339"},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"108817","DOI":"10.1016\/j.ijpe.2023.108817","article-title":"Impact of supply chain digitalization on supply chain resilience and performance: A multi-mediation model","volume":"259","author":"Zhao","year":"2023","journal-title":"Int. J. Prod. Econ."},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"e264","DOI":"10.2196\/jmir.6349","article-title":"Health literacy and health information technology adoption: The potential for a new digital divide","volume":"18","author":"Mackert","year":"2016","journal-title":"J. Med. Internet Res."},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"2038","DOI":"10.1002\/mde.3507","article-title":"Digital technology adoption, digital dynamic capability, and digital transformation performance of textile industry: Moderating role of digital innovation orientation","volume":"43","author":"Shen","year":"2021","journal-title":"Manag. Decis. Econ."},{"key":"ref_35","doi-asserted-by":"crossref","unstructured":"Shi, J.R., Jiang, Z.H., and Liu, Z.Y. (2023). Digital Technology Adoption and Collaborative Innovation in Chinese High-Speed Rail Industry: Does Organizational Agility Matter?. IEEE Trans. Eng. Manag., 1\u201314.","DOI":"10.1109\/TEM.2022.3232718"},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"724","DOI":"10.1287\/isre.1100.0322","article-title":"Research commentary\u2014The new organizing logic of digital innovation: An agenda for information systems research","volume":"21","author":"Yoo","year":"2010","journal-title":"Inf. Syst. Res."},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"327","DOI":"10.1016\/j.jbusres.2021.04.035","article-title":"Unveiling the impact of the adoption of digital technologies on firms\u2019 innovation performance","volume":"133","author":"Usai","year":"2021","journal-title":"J. Bus. Res."},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"102275","DOI":"10.1016\/j.technovation.2021.102275","article-title":"Performance effects of digital technology adoption and product & service innovation-A process-industry perspective","volume":"105","author":"Blichfeldt","year":"2021","journal-title":"Technovation"},{"key":"ref_39","doi-asserted-by":"crossref","unstructured":"Bradu, P., Biswas, A., Nair, C., Sreevalsakumar, S., Patil, M., Kannampuzha, S., Mukherjee, A.G., Wanjari, U.R., Renu, K., and Vellingiri, B. (2022). Recent advances in green technology and Industrial Revolution 4.0 for a sustainable future. Environ. Sci. Pollut. Res., 1\u201332.","DOI":"10.1007\/s11356-022-20024-4"},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"107094","DOI":"10.1016\/j.resconrec.2023.107094","article-title":"Achieving the sustainable development goals through net zero emissions: Innovation-driven strategies for transitioning from incremental to radical lean, green and digital technologies","volume":"197","author":"Yadav","year":"2023","journal-title":"Resour. Conserv. Recycl."},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"105155","DOI":"10.1016\/j.resconrec.2020.105155","article-title":"Digital technologies catalyzing business model innovation for circular economy\u2014Multiple case study","volume":"164","author":"Valtteri","year":"2021","journal-title":"Resour. Conserv. Recycl."},{"key":"ref_42","doi-asserted-by":"crossref","first-page":"102725","DOI":"10.1016\/j.ipm.2021.102725","article-title":"Organizational business intelligence and decision making using big data analytics","volume":"58","author":"Niu","year":"2021","journal-title":"Inf. Process. Manag."},{"key":"ref_43","doi-asserted-by":"crossref","unstructured":"Ros\u00e1rio, A.T., and Dias, J.C. (2022). Sustainability and the Digital Transition: A Literature Review. Sustainability, 14.","DOI":"10.20944\/preprints202201.0283.v1"},{"key":"ref_44","first-page":"45","article-title":"Knowledge pluralisation in for-common-good science: Cross-disciplinary, cross-institutional and cross-sectoral research in Environmental Conservation in Poland","volume":"2","year":"2022","journal-title":"Forum Sci. Oeconomia"},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"807","DOI":"10.25300\/MISQ\/2016\/40:4.03","article-title":"Transformational Issues of Big Data and Analytics in Networked Business","volume":"40","author":"Baesens","year":"2016","journal-title":"MIS Q."},{"key":"ref_46","unstructured":"Chor, H.T. (2022). Digital Manufacturing, Elsevier."},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"136954","DOI":"10.1016\/j.jclepro.2023.136954","article-title":"How does digital transformation drive green total factor productivity? Evidence from Chinese listed enterprises","volume":"406","author":"Wang","year":"2023","journal-title":"J. Clean. Prod."},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"1030817","DOI":"10.1080\/23311975.2015.1030817","article-title":"Green Human Resource Management: Policies and practices","volume":"2","author":"Ahmad","year":"2015","journal-title":"Cogent Bus. Manag."},{"key":"ref_49","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1111\/j.1468-2370.2011.00328.x","article-title":"Green Human Resource Management: A Review and Research Agenda","volume":"15","author":"Renwick","year":"2012","journal-title":"Int. J. Manag. Rev."},{"key":"ref_50","doi-asserted-by":"crossref","first-page":"769","DOI":"10.1007\/s10490-017-9532-1","article-title":"Green human resource management research in emergence: A review and future directions","volume":"35","author":"Ren","year":"2018","journal-title":"Asia Pac. J. Manag."},{"key":"ref_51","first-page":"1782","article-title":"Green human resource management and environmental performance: The role of green innovation and environmental strategy in a developing country","volume":"32","author":"Junaid","year":"2022","journal-title":"Bus. Strategy Environ."},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"551","DOI":"10.1002\/bse.3160","article-title":"How do green knowledge management and Green innovation performance impact corporate environmental performance? Understanding the role of green knowledge acquisition","volume":"32","author":"Saumyaranjan","year":"2023","journal-title":"Bus. Strategy Environ."},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"210","DOI":"10.1016\/j.techfore.2017.09.017","article-title":"External knowledge sources, green innovation and performance","volume":"129","author":"Arfi","year":"2018","journal-title":"Technol. Forecast. Soc. Chang."},{"key":"ref_54","doi-asserted-by":"crossref","first-page":"114049","DOI":"10.1016\/j.jbusres.2023.114049","article-title":"The voluntary green behavior in Green innovation performance: The dual effects of green human resource management system and leader green traits","volume":"165","author":"Zhang","year":"2023","journal-title":"J. Bus. Res."},{"key":"ref_55","doi-asserted-by":"crossref","first-page":"3574","DOI":"10.1002\/bse.3105","article-title":"Digital finance and sustainable development: Evidence from environmental inequality in China","volume":"31","author":"Li","year":"2022","journal-title":"Bus. Strategy Environ."},{"key":"ref_56","doi-asserted-by":"crossref","first-page":"933","DOI":"10.1016\/j.im.2003.06.004","article-title":"Information technology as a facilitator for enhancing dynamic capabilities through knowledge management","volume":"41","author":"Peter","year":"2004","journal-title":"Inf. Manag."},{"key":"ref_57","doi-asserted-by":"crossref","first-page":"1159","DOI":"10.1002\/bse.3099","article-title":"Application of digital technologies for sustainable product management in a circular economy: A review","volume":"32","author":"Magdalena","year":"2023","journal-title":"Bus. Strategy Environ."},{"key":"ref_58","doi-asserted-by":"crossref","first-page":"135069","DOI":"10.1016\/j.jclepro.2022.135069","article-title":"Digital financial development and ecological footprint: Evidence from green-biased technology innovation and environmental inclusion","volume":"380","author":"Feng","year":"2022","journal-title":"J. Clean. Prod."},{"key":"ref_59","doi-asserted-by":"crossref","first-page":"64","DOI":"10.54097\/fbem.v3i2.271","article-title":"The Effect of Network Embedding on Innovation Performance: Based on the Moderating Effect of Knowledge Distance","volume":"3","author":"Han","year":"2022","journal-title":"Front. Bus. Econ. Manag."},{"key":"ref_60","doi-asserted-by":"crossref","first-page":"6551","DOI":"10.1007\/s10668-022-02316-4","article-title":"Urban green innovation efficiency and its influential factors: The Chinese evidence","volume":"25","author":"Liao","year":"2023","journal-title":"Environ. Dev. Sustain."},{"key":"ref_61","doi-asserted-by":"crossref","unstructured":"Zhang, R., Tai, H., Cheng, K.T., Cao, Z., Dong, H., and Hou, J. (2022). Analysis on Evolution Characteristics and Dynamic Mechanism of Urban Green Innovation Network: A Case Study of Yangtze River Economic Belt. Sustainability, 14.","DOI":"10.3390\/su14010297"},{"key":"ref_62","doi-asserted-by":"crossref","first-page":"565","DOI":"10.1016\/j.techfore.2006.10.005","article-title":"Does cooperation absorb complexity? Innovation networks and the speed and spread of complex technological innovation","volume":"74","author":"Rycroft","year":"2007","journal-title":"Technol. Forecast. Soc. Chang."},{"key":"ref_63","doi-asserted-by":"crossref","first-page":"301","DOI":"10.1108\/JKM-04-2019-0198","article-title":"Openness and firm innovation performance: The moderating effect of ambidextrous knowledge search strategy","volume":"24","author":"Wang","year":"2020","journal-title":"J. Knowl. Manag."},{"key":"ref_64","doi-asserted-by":"crossref","first-page":"1012228","DOI":"10.3389\/fpsyg.2022.1012228","article-title":"Factors influencing innovation performance of China\u2019s high-end manufacturing clusters: Dual-perspective from the digital economy and the innovation networks","volume":"13","author":"Zhang","year":"2022","journal-title":"Front. Psychol."},{"key":"ref_65","doi-asserted-by":"crossref","unstructured":"Hu, C., Yang, H., and Yin, S. (2022). Insight into the Balancing Effect of a Digital Green Innovation (DGI) Network to Improve the Performance of DGI for Industry 5.0: Roles of Digital Empowerment and Green Organization Flexibility. Systems, 10.","DOI":"10.3390\/systems10040097"},{"key":"ref_66","doi-asserted-by":"crossref","unstructured":"Meng, S., Wang, P., and Yu, J. (2022). Going Abroad and Going Green: The Effects of Top Management Teams\u2019 Overseas Experience on Green Innovation in the Digital Era. Int. J. Environ. Res. Public Health, 19.","DOI":"10.3390\/ijerph192214705"},{"key":"ref_67","doi-asserted-by":"crossref","unstructured":"Wang, J., and Lv, W. (2023). Research on the Impact of Green Innovation Network Embeddedness on Corporate Environmental Responsibility. Int. J. Environ. Res. Public Health, 20.","DOI":"10.3390\/ijerph20043433"},{"key":"ref_68","doi-asserted-by":"crossref","unstructured":"Ge, C., Lv, W., and Wang, J. (2023). The Impact of Digital Technology Innovation Network Embedding on Firms\u2019 Innovation Performance: The Role of Knowledge Acquisition and Digital Transformation. Sustainability, 15.","DOI":"10.3390\/su15086938"},{"key":"ref_69","doi-asserted-by":"crossref","first-page":"890","DOI":"10.5465\/amj.2010.52814627","article-title":"A longitudinal study of the influence of alliance network structure and composition on firm exploratory innovation","volume":"53","author":"Phelps","year":"2010","journal-title":"Acad. Manag. J."},{"key":"ref_70","doi-asserted-by":"crossref","first-page":"770","DOI":"10.1016\/j.respol.2016.01.003","article-title":"Does country level R&D efficiency benefit from the collaboration network structure","volume":"45","author":"Guan","year":"2016","journal-title":"Res. Policy"},{"key":"ref_71","doi-asserted-by":"crossref","first-page":"6386","DOI":"10.1038\/s41598-023-33553-w","article-title":"The impact of digital transformation on the total factor productivity of heavily polluting enterprises","volume":"13","author":"Su","year":"2023","journal-title":"Sci. Rep."},{"key":"ref_72","first-page":"65","article-title":"Study on the impact of multi-partner R&D partnership on innovation performance\u2014The moderating role of geographical area","volume":"42","author":"Liang","year":"2022","journal-title":"Sci. Technol. Manag. Res."},{"key":"ref_73","doi-asserted-by":"crossref","first-page":"951","DOI":"10.1108\/EJIM-11-2019-0315","article-title":"Effects of green human resource management and managerial environmental concern on green innovation","volume":"24","author":"Song","year":"2021","journal-title":"Eur. J. Innov. Manag."},{"key":"ref_74","doi-asserted-by":"crossref","first-page":"101136","DOI":"10.1016\/j.techsoc.2019.04.012","article-title":"How green technological innovation ability influences enterprise competitiveness","volume":"59","author":"Li","year":"2019","journal-title":"Technol. Soc."},{"key":"ref_75","first-page":"63","article-title":"Research on the construction and application of urban innovation ecosystem evaluation system\u2014An analysis based on the pilot city of \u2018Total Innovation Reform\u2019","volume":"43","author":"Liu","year":"2022","journal-title":"Sci. Technol. Manag."},{"key":"ref_76","first-page":"581","article-title":"Sustainable industrial and operation engineering trends and challenges Toward Industry 4.0: A data driven analysis","volume":"38","author":"Tseng","year":"2021","journal-title":"J. Ind. Prod. Eng."},{"key":"ref_77","doi-asserted-by":"crossref","first-page":"132608","DOI":"10.1016\/j.jclepro.2022.132608","article-title":"An adoption-implementation framework of digital green knowledge to improve the performance of digital green innovation practices for industry 5.0","volume":"363","author":"Yin","year":"2022","journal-title":"J. Clean. Prod."},{"key":"ref_78","doi-asserted-by":"crossref","unstructured":"Gupta, N., Prusty, B.R., Alrumayh, O., Almutairi, A., and Alharbi, T. (2022). The Role of Transactive Energy in the Future Energy Industry: A Critical Review. Energies, 15.","DOI":"10.3390\/en15218047"},{"key":"ref_79","doi-asserted-by":"crossref","unstructured":"Yin, S., Zhang, N., Ullah, K., and Gao, S. (2022). 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.","DOI":"10.3390\/systems10030072"},{"key":"ref_80","doi-asserted-by":"crossref","first-page":"117615","DOI":"10.1016\/j.apenergy.2021.117615","article-title":"Artificial Intelligence and emerging digital technologies in the energy sector","volume":"303","author":"Lyu","year":"2021","journal-title":"Appl. Energy"},{"key":"ref_81","doi-asserted-by":"crossref","first-page":"4206","DOI":"10.1002\/bse.2865","article-title":"Does the interaction between the knowledge management process and sustainable development practices boost corporate green innovation?","volume":"30","author":"Shahzad","year":"2021","journal-title":"Bus. Strategy Environ."}],"container-title":["Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2079-8954\/12\/1\/11\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,10]],"date-time":"2025-10-10T21:44:35Z","timestamp":1760132675000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2079-8954\/12\/1\/11"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,12,30]]},"references-count":81,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2024,1]]}},"alternative-id":["systems12010011"],"URL":"https:\/\/doi.org\/10.3390\/systems12010011","relation":{},"ISSN":["2079-8954"],"issn-type":[{"value":"2079-8954","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,12,30]]}}}