{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,27]],"date-time":"2026-06-27T21:44:53Z","timestamp":1782596693774,"version":"3.54.5"},"reference-count":46,"publisher":"Emerald","issue":"8","license":[{"start":{"date-parts":[[2024,4,19]],"date-time":"2024-04-19T00:00:00Z","timestamp":1713484800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.emerald.com\/insight\/site-policies"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["K"],"published-print":{"date-parts":[[2025,6,26]]},"abstract":"Purpose<\/jats:title>Green innovation in supply chains is crucial for socioeconomic development and stability. Factors that influence collaborative green innovation in the supply chain are complex and diverse. Exploring the main influencing factors and their mechanisms is essential for promoting collaborative green innovation in supply chains. Therefore, this study analyzes how upstream and downstream enterprises in the supply chain collaborate to develop green technological innovations, thereby providing a theoretical basis for improving the overall efficiency of the supply chain and advancing green innovation technology.<\/jats:p><\/jats:sec>Design\/methodology\/approach<\/jats:title>Based on evolutionary game theory, this study divides operational scenarios into pure market and government-regulated operations, thereby constructing collaborative green innovation relationships in different scenarios. Through evolutionary analysis of various entities in different operational scenarios, combined with numerical simulation analysis, we compared the evolutionary stability of collaborative green innovation behavior in supply chains with and without government regulation.<\/jats:p><\/jats:sec>Findings<\/jats:title>Under pure market mechanisms, the higher the green innovation capability, the stronger the willingness of various entities to collaborate in green innovation. However, under government regulation, a decrease in green innovation capability increases the willingness to collaborate with various entities. Environmental tax rates and green subsidy levels promote collaborative innovation in the short term but inhibit collaborative innovation in the long term, indicating that policy orientation has a short-term impact. Additionally, the greater the penalty for collaborative innovation breaches, the stronger the intention to engage in collaborative green innovation in the supply chain.<\/jats:p><\/jats:sec>Originality\/value<\/jats:title>We introduce the factors influencing green innovation capability and social benefits in the study of the innovation behavior of upstream and downstream enterprises, expanding the research field of collaborative innovation in the supply chain. By comparing the collaborative innovation behavior of various entities in the supply chain under a pure market scenario and government regulations, this study provides a new perspective for analyzing the impact of corresponding government policies on the green innovation capability of upstream and downstream enterprises, enriching theoretical research on green innovation in the supply chain to some extent.<\/jats:p><\/jats:sec>","DOI":"10.1108\/k-10-2023-2183","type":"journal-article","created":{"date-parts":[[2024,4,17]],"date-time":"2024-04-17T22:36:43Z","timestamp":1713393403000},"page":"4515-4548","source":"Crossref","is-referenced-by-count":8,"title":["Collaborative decision-making of\u00a0the supply chain system considering green innovation capability"],"prefix":"10.1108","volume":"54","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-6206-9803","authenticated-orcid":false,"given":"Xiaotong","family":"Huang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5383-6456","authenticated-orcid":false,"given":"Wentao","family":"Zhan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chaowei","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tao","family":"Ma","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tao","family":"Hong","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"140","published-online":{"date-parts":[[2024,4,19]]},"reference":[{"key":"key2025062513561538500_ref001","unstructured":"Amazon (2022), \u201cAmazon sustainability\u201d, available at: https:\/\/sustainability.aboutamazon.com\/amazon_supply_chain_standards_simplified_chinese.pdf"},{"issue":"4","key":"key2025062513561538500_ref002","doi-asserted-by":"publisher","first-page":"1076","DOI":"10.1108\/apjml-10-2018-0423","article-title":"Relational capital and supply chain collaboration for radical and incremental innovation: an empirical study in China","volume":"31","year":"2019","journal-title":"Asia Pacific Journal of Marketing and Logistics"},{"issue":"5","key":"key2025062513561538500_ref003","first-page":"1052","article-title":"Behavior of the firm under regulatory constraint","volume":"52","year":"1962","journal-title":"American Economic Review"},{"issue":"July","key":"key2025062513561538500_ref005","doi-asserted-by":"publisher","DOI":"10.1016\/j.enene.2023.119295","article-title":"Nexus between green finance development and green technological innovation: a potential way to achieve the renewable energy transition","volume":"218","year":"2023","journal-title":"Renewable Energy"},{"issue":"PA","key":"key2025062513561538500_ref004","doi-asserted-by":"publisher","first-page":"760","DOI":"10.1016\/j.iref.2023.07.046","article-title":"Green finance and green innovation: theoretical analysis based on game theory and empirical evidence from China","volume":"89","year":"2024","journal-title":"International Review of Economics and Finance"},{"issue":"12","key":"key2025062513561538500_ref006","first-page":"116","article-title":"Environmental tax and enterprise technological innovation: promotion or suppression?","volume":"40","year":"2019","journal-title":"Science Research Management"},{"issue":"1","key":"key2025062513561538500_ref007","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1162\/desi.2008.24.1.36","article-title":"On the case study method of research and teaching in design","volume":"24","year":"2008","journal-title":"Design Issues"},{"issue":"4","key":"key2025062513561538500_ref008","first-page":"56","article-title":"Does digital transformation promote green innovation? \u2014evidence from Chinese listed companies","volume":"23","year":"2023","journal-title":"Journal of China University of Geosciences (Social Sciences Edition)"},{"issue":"Feb","key":"key2025062513561538500_ref009","doi-asserted-by":"publisher","first-page":"120","DOI":"10.1016\/j.ijpe.2014.10.001","article-title":"Exploring the relationship between leadership, operational practices, institutional pressures and environmental performance: a framework for green supply chain","volume":"160","year":"2015","journal-title":"International Journal of Production Economics"},{"issue":"2","key":"key2025062513561538500_ref010","doi-asserted-by":"publisher","first-page":"28","DOI":"10.1177\/1077800405284363","article-title":"Five misunderstandings about case-study research","volume":"12","year":"2004","journal-title":"Papers"},{"issue":"3","key":"key2025062513561538500_ref011","first-page":"147","article-title":"The effects of environmental regulation on green technology innovation\u2014evidence of\u00a0the porter effect in China","volume":"40","year":"2019","journal-title":"Finance and Trade Economics"},{"issue":"4","key":"key2025062513561538500_ref012","doi-asserted-by":"publisher","first-page":"657","DOI":"10.1108\/imds-07-2019-0373","article-title":"The impact of green supply chain integration on sustainable performance","volume":"120","year":"2020","journal-title":"Industrial Management and Data Systems"},{"key":"key2025062513561538500_ref013","first-page":"144","article-title":"Research on the optimal regulatory structure of green technology innovation\u2014based on the dual interactive effect of R&D support and environmental regulation","volume":"11","year":"2014","journal-title":"Economic Management"},{"key":"key2025062513561538500_ref014","doi-asserted-by":"publisher","first-page":"812","DOI":"10.1016\/j.jclepro.2016.06.002","article-title":"The driving forces of process eco-innovation and its impact on performance: insights from Slovenia","volume":"6","year":"2016","journal-title":"Journal of Cleaner Production"},{"issue":"5","key":"key2025062513561538500_ref015","doi-asserted-by":"publisher","first-page":"2271","DOI":"10.1002\/bse.2746","article-title":"Sustaining the sustainable development: how do firms turn government green subsidies into financial performance through green innovation?","volume":"30","year":"2021","journal-title":"Business Strategy and the Environment"},{"key":"key2025062513561538500_ref016","doi-asserted-by":"publisher","first-page":"3423","DOI":"10.1016\/j.jclepro.2015.10.106","article-title":"The relationships between regulatory and customer pressure, green organizational responses, and green innovation performance","volume":"112","year":"2016","journal-title":"Journal of Cleaner Production"},{"key":"key2025062513561538500_ref017","doi-asserted-by":"publisher","DOI":"10.1016\/j.compchemeng.2023.108481","article-title":"Designing a sustainable disruption-oriented supply chain under joint pricing and resiliency considerations: a case study","volume":"180","year":"2024","journal-title":"Computers and Chemical Engineering"},{"issue":"7","key":"key2025062513561538500_ref018","first-page":"69","article-title":"Impact of digital transformation on corporate green innovation: evidence from China\u2019s manufacturing listed companies","volume":"33","year":"2022","journal-title":"Finance and Trade Research"},{"issue":"2","key":"key2025062513561538500_ref019","first-page":"49","article-title":"Research on green technology innovation policy","volume":"2016","year":"2016","journal-title":"Inquiry Into Economic Issues"},{"issue":"7","key":"key2025062513561538500_ref020","doi-asserted-by":"publisher","first-page":"2907","DOI":"10.3390\/su12072907","article-title":"Realizing the environmental benefits of proactive environmental strategy: the roles of green supply chain integration and relational capability","volume":"12","year":"2020","journal-title":"Sustainability"},{"issue":"5","key":"key2025062513561538500_ref021","first-page":"42","article-title":"Research on co-evolution of enterprise green innovation system based on knowledge behavior","volume":"34","year":"2020","journal-title":"Journal of Industrial Engineering and Engineering Management"},{"issue":"01","key":"key2025062513561538500_ref022","first-page":"180","article-title":"Corporate green innovation: government regulation, information disclosure and investment strategy evolution","volume":"39","year":"2021","journal-title":"Studies in Science of Science"},{"key":"key2025062513561538500_ref023","doi-asserted-by":"publisher","first-page":"245","DOI":"10.1016\/j.cie.2018.12.041","article-title":"Research on partner combination selection of the supply chain collaborative product innovation based on product innovative resources","volume":"128","year":"2019","journal-title":"Computers and Industrial Engineering"},{"issue":"2","key":"key2025062513561538500_ref024","first-page":"123","article-title":"Government subsidies, R&D investment and green innovation\u2014empirical evidence based on resource-based listed enterprises","volume":"42","year":"2023","journal-title":"Journal of East China University of Technology (Social Science)"},{"key":"key2025062513561538500_ref025","doi-asserted-by":"publisher","first-page":"933","DOI":"10.1016\/j.spc.2021.01.004","article-title":"Improving green performance of construction projects through supply chain integration: the role of environmental knowledge","volume":"26","year":"2021","journal-title":"Sustainable Production and Consumption"},{"issue":"1","key":"key2025062513561538500_ref026","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1007\/s10479-010-0744-8","article-title":"Technological externalities and environmental policy how to simulate manure management regulation within a DEA framework","volume":"214","year":"2014","journal-title":"Annals of Operations Research"},{"issue":"2","key":"key2025062513561538500_ref027","doi-asserted-by":"publisher","first-page":"319","DOI":"10.1016\/s0921-8009(99)00112-3","article-title":"Redefining innovation\u2014eco-innovation research and the contribution from ecological economics","volume":"32","year":"2000","journal-title":"Ecological Economics"},{"issue":"3","key":"key2025062513561538500_ref028","doi-asserted-by":"publisher","first-page":"255","DOI":"10.1080\/13662716.2011.561027","article-title":"The impact of regulation-driven environmental innovation on innovation success and firm performance","volume":"18","year":"2011","journal-title":"Industry and Innovation"},{"issue":"1","key":"key2025062513561538500_ref029","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1016\/j.ecolecon.2005.03.013","article-title":"The influence of different characteristics of the EU environmental management and auditing scheme on technical environmental innovations and economic performance","volume":"57","year":"2006","journal-title":"Ecological Economics"},{"issue":"5","key":"key2025062513561538500_ref030","doi-asserted-by":"publisher","first-page":"2827","DOI":"10.1051\/ro\/2021123","article-title":"Designing a disruption-aware supply chain network considering precautionary and contingency strategies: a real-life case study","volume":"55","year":"2021","journal-title":"RAIRO-operations Research"},{"issue":"4","key":"key2025062513561538500_ref031","doi-asserted-by":"publisher","first-page":"506","DOI":"10.1111\/j.1467-6486.2006.00677.x","article-title":"Contrasting institutional and performance accounts of environmental management systems: three case studies in the UK water & sewerage industry","volume":"44","year":"2007","journal-title":"Journal of Management Studies"},{"issue":"5","key":"key2025062513561538500_ref032","doi-asserted-by":"publisher","first-page":"987","DOI":"10.1108\/apjml-01-2021-0062","article-title":"Too much is not always good: the inverted U-shaped link between green customer integration and opportunistic behavior","volume":"34","year":"2022","journal-title":"Asia Pacific Journal of Marketing and Logistics"},{"issue":"2","key":"key2025062513561538500_ref033","first-page":"34","article-title":"The effect of government subsidies on green technology innovation capability","year":"2021","journal-title":"Systems Engineering"},{"issue":"2","key":"key2025062513561538500_ref034","doi-asserted-by":"publisher","first-page":"993","DOI":"10.1007\/s13762-019-02530-0","article-title":"Chinese green process innovation in automotive painting: the strategic niche management perspective","volume":"17","year":"2020","journal-title":"International Journal of Environmental Science and Technology"},{"issue":"4","key":"key2025062513561538500_ref035","first-page":"526","article-title":"Game model for diffusion of green supply chain management based on price subsidies of the government","volume":"31","year":"2016","journal-title":"Journal of Systems Engineering"},{"issue":"7","key":"key2025062513561538500_ref036","first-page":"131","article-title":"No resource or no motivation? Government subsidies, green innovation and incentive strategy selection","year":"2019","journal-title":"Science Research Management"},{"key":"key2025062513561538500_ref037","doi-asserted-by":"publisher","DOI":"10.1016\/j.jclepro.2020.121431","article-title":"A conceptual framework of two-stage partner selection in platform-based innovation ecosystems for servitization","volume":"262","year":"2020","journal-title":"Journal of Cleaner Production"},{"issue":"15","key":"key2025062513561538500_ref038","doi-asserted-by":"publisher","first-page":"4589","DOI":"10.1080\/00207543.2020.1756510","article-title":"Effects of green supply chain integration and green innovation on environmental and cost performance","volume":"58","year":"2020","journal-title":"International Journal of Production Research"},{"issue":"4","key":"key2025062513561538500_ref039","first-page":"16","article-title":"Coordination with production, green technology innovation mode, environmental regulation green innovation","volume":"5","year":"2023","journal-title":"Journal of Industrial Engineering and Engineering Management"},{"issue":"2","key":"key2025062513561538500_ref040","first-page":"38","article-title":"Environmental regulation, induced innovation, and growth of green productivity in China","volume":"2017","year":"2017","journal-title":"Industrial Economics Research"},{"issue":"Aug","key":"key2025062513561538500_ref041","doi-asserted-by":"publisher","first-page":"697","DOI":"10.1016\/j.jbusres.2019.01.010","article-title":"Green process innovation, green product innovation, and corporate financial performance: a content analysis method","volume":"101","year":"2019","journal-title":"Journal of Business Research"},{"issue":"6","key":"key2025062513561538500_ref042","first-page":"103","article-title":"Green supply chain management and green innovation: an empirical analysis based on Chinese manufacturing firms","volume":"37","year":"2016","journal-title":"Science Research Management"},{"issue":"1","key":"key2025062513561538500_ref043","doi-asserted-by":"publisher","first-page":"224","DOI":"10.1016\/j.ijpe.2019.06.013","article-title":"Green human resource management and environmental cooperation: an ability-motivation-opportunity and contingency perspective","volume":"219","year":"2020","journal-title":"International Journal of Production Economics"},{"key":"key2025062513561538500_ref044","doi-asserted-by":"publisher","DOI":"10.1108\/K-09-2022-1205","article-title":"The optimal capacity decision of the catering merchant in omnichannel - service, production and delivery capacity","year":"2023","journal-title":"Kybernetes"},{"issue":"1","key":"key2025062513561538500_ref045","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1002\/csr.2040","article-title":"Green supplier integration and environmental innovation in Chinese firms: the joint effect of governance mechanism and trust","volume":"28","year":"2021","journal-title":"Corporate Social Responsibility and Environmental Management"},{"issue":"4","key":"key2025062513561538500_ref046","doi-asserted-by":"publisher","first-page":"685","DOI":"10.1002\/sd.2019","article-title":"How environmental orientation influences firm performance: the missing link of green supply chain integration","volume":"28","year":"2020","journal-title":"Sustainable Development"}],"container-title":["Kybernetes"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/K-10-2023-2183\/full\/xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.emerald.com\/insight\/content\/doi\/10.1108\/K-10-2023-2183\/full\/html","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,24]],"date-time":"2025-07-24T21:50:50Z","timestamp":1753393850000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.emerald.com\/k\/article\/54\/8\/4515-4548\/1259736"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,4,19]]},"references-count":46,"journal-issue":{"issue":"8","published-online":{"date-parts":[[2024,4,19]]},"published-print":{"date-parts":[[2025,6,26]]}},"alternative-id":["10.1108\/K-10-2023-2183"],"URL":"https:\/\/doi.org\/10.1108\/k-10-2023-2183","relation":{},"ISSN":["0368-492X"],"issn-type":[{"value":"0368-492X","type":"print"}],"subject":[],"published":{"date-parts":[[2024,4,19]]}}}