{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,21]],"date-time":"2026-04-21T22:47:04Z","timestamp":1776811624875,"version":"3.51.2"},"reference-count":37,"publisher":"European Society of Computational Methods in Sciences and Engineering","issue":"2","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JCM"],"published-print":{"date-parts":[[2022,3,28]]},"abstract":"<jats:p>This paper theoretically analyzed the influence of symbiosis intimacy, cultural coupling, betrayal cost, degree of lock-in, geographic distance, and economic development on the stability of the coupling symbiosis network of industry-university-research (IUR), and conducted empirical analysis. The study found that symbiosis intimacy, cultural coupling, betrayal cost, degree of lock-in, and economic development all play a role in promoting the stability of the coupling symbiosis network of IUR, while geographical location is related to the stability of the coupling symbiosis network of IUR, but does not have a direct impact. Based on the empirical analysis results, the countermeasures and suggestions to improve the stability of coupling symbiosis network of the IUR were proposed.<\/jats:p>","DOI":"10.3233\/jcm-215824","type":"journal-article","created":{"date-parts":[[2021,12,14]],"date-time":"2021-12-14T12:13:55Z","timestamp":1639484035000},"page":"587-598","source":"Crossref","is-referenced-by-count":1,"title":["An empirical study on the influencing factors of the stability of the coupling symbiosis network of industry-university-research"],"prefix":"10.66113","volume":"22","author":[{"given":"Zhihong","family":"Zhu","sequence":"first","affiliation":[{"name":"Institute of Petroleum Economics and Management, Northeast Petroleum University, Daqing, Heilongjiang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yue","family":"Sun","sequence":"additional","affiliation":[{"name":"Institute of Petroleum Economics and Management, Northeast Petroleum University, Daqing, Heilongjiang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dawei","family":"Xue","sequence":"additional","affiliation":[{"name":"Institute of Petroleum Economics and Management, Northeast Petroleum University, Daqing, Heilongjiang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wenyan","family":"Liu","sequence":"additional","affiliation":[{"name":"Government Debt Research and Evaluation Center, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"55691","reference":[{"issue":"16","key":"10.3233\/JCM-215824_ref1","first-page":"100","article-title":"Stability analysis of industry-university-research cooperative innovation based on evolutionary game","volume":"35","author":"Lu","year":"2015","journal-title":"Research of Science and Technology Management."},{"issue":"6","key":"10.3233\/JCM-215824_ref2","doi-asserted-by":"crossref","first-page":"644","DOI":"10.1002\/smj.2036","article-title":"Value creation in university-firm research collaborations: A matching approach","volume":"34","author":"Mindruta","year":"2013","journal-title":"Strategic Management Journal."},{"issue":"4","key":"10.3233\/JCM-215824_ref3","first-page":"49","article-title":"Research on organizational model and operational mechanism of industry-university-research cooperative innovation network","author":"Zhu","year":"2003","journal-title":"Soft Science."},{"issue":"11","key":"10.3233\/JCM-215824_ref4","first-page":"82","article-title":"Analysis on cultivation mechanism of industry-university-research cooperative innovation network based on small world network model","author":"Feng","year":"2008","journal-title":"China Soft Science."},{"issue":"2","key":"10.3233\/JCM-215824_ref5","first-page":"37","article-title":"Production-university-research coexistence network: Concept, system and methodological direction","volume":"25","author":"Zhang","year":"2013","journal-title":"Research and Development Management."},{"issue":"2","key":"10.3233\/JCM-215824_ref6","doi-asserted-by":"crossref","first-page":"305","DOI":"10.1080\/713693555","article-title":"Collective learning, tacit knowledge and regional innovative capacity","volume":"33","author":"Lawson","year":"1999","journal-title":"Regional Studies."},{"issue":"5","key":"10.3233\/JCM-215824_ref7","first-page":"741","article-title":"Research on the stability of industry-university-research cooperation innovation","volume":"33","author":"Cao","year":"2015","journal-title":"Scientific research."},{"issue":"3","key":"10.3233\/JCM-215824_ref8","first-page":"127","article-title":"Industry-university symbiosis","volume":"10","author":"Kumar","year":"1994","journal-title":"International Journal of Engineering Education."},{"issue":"2","key":"10.3233\/JCM-215824_ref9","first-page":"100","article-title":"Production-study-research cooperation organization coupling interaction effect on innovation performance research","volume":"29","author":"Li","year":"2011","journal-title":"Journal of Scientific Management Research."},{"issue":"1","key":"10.3233\/JCM-215824_ref10","first-page":"43","article-title":"The evolution of the theory of industry-university-institute cooperation mode, a symbiotic evolutionary perspective perspective","volume":"13","author":"Liu","year":"2011","journal-title":"Journal of Beijing Institute of Technology (Social Science Edition)."},{"issue":"5","key":"10.3233\/JCM-215824_ref11","first-page":"51","article-title":"Ecological efficiency evaluation of industrial coupling symbiosis network in oil and gas resource-based urban ecological industrial park","volume":"39","author":"Wang","year":"2019","journal-title":"Science and Technology Management Research."},{"issue":"10","key":"10.3233\/JCM-215824_ref12","first-page":"54","article-title":"Research on the stability of technology alliance from the perspective of knowledge management","volume":"31","author":"Xu","year":"2010","journal-title":"Science of Science and Management of Science and Technology."},{"issue":"4","key":"10.3233\/JCM-215824_ref13","first-page":"695","article-title":"How important are shared perceptions of procedural justice in cooperative alliances","volume":"48","author":"Luo","year":"2005","journal-title":"The Academy of Management Journal."},{"key":"10.3233\/JCM-215824_ref14","unstructured":"Liu H. Industry-university-institute cooperation coupling research on the influence of the transformation of scientific and technological achievements performance. Xi\u2019an University of Science and Technology. 2018."},{"issue":"2","key":"10.3233\/JCM-215824_ref15","doi-asserted-by":"crossref","first-page":"173","DOI":"10.1016\/j.intman.2007.09.002","article-title":"The stability of strategic alliances: Characteristics, factors and stages","volume":"14","author":"Jiang","year":"2008","journal-title":"Journal of International Management."},{"issue":"2","key":"10.3233\/JCM-215824_ref16","first-page":"62","article-title":"Research on the coupling between network types and industry-university-research collaborative innovation mode","volume":"36","author":"He","year":"2015","journal-title":"Science of Science and Management of Science and Technology."},{"issue":"6","key":"10.3233\/JCM-215824_ref17","first-page":"88","article-title":"Research on the influencing factors of innovation cluster evolution based on industry-university -research collaboration","volume":"19","author":"Wu","year":"2018","journal-title":"Journal of Yanshan University Philosophy and Social Sciences Edition."},{"issue":"12","key":"10.3233\/JCM-215824_ref18","first-page":"12","article-title":"Research on the strength and innovation quality of industry-university-research cooperation from the perspective of industrial science correlation degree","volume":"38","author":"Li","year":"2017","journal-title":"Science of Science and Management of Science and Technology."},{"issue":"2","key":"10.3233\/JCM-215824_ref19","first-page":"84","article-title":"Study on the coupling path of industry, education and research in Hubei province","volume":"31","author":"Zhang","year":"2019","journal-title":"Journal of Wuhan Engineering College."},{"key":"10.3233\/JCM-215824_ref20","unstructured":"Li MF. Study on the effectiveness of industry-university-research cooperation. Wuhan University of Technology. 2011."},{"issue":"11","key":"10.3233\/JCM-215824_ref21","first-page":"205","article-title":"Analysis on the influencing factors of industry-university-research collaborative innovation performance based on grounded theory","volume":"37","author":"Wang","year":"2017","journal-title":"Science and Technology Management Research."},{"key":"10.3233\/JCM-215824_ref22","unstructured":"Li G. The impact of the coupling of industry-university-research innovation system on the enterprise\u2019s dual innovation. Northwestern Polytechnical University. 2017."},{"key":"10.3233\/JCM-215824_ref23","unstructured":"Liang ZD. Research on influential factors and operation mechanism of the stability of industry-university-research alliance. South China University of Technology. 2015."},{"issue":"6","key":"10.3233\/JCM-215824_ref24","first-page":"24","article-title":"Research on knowledge transformation behavior of industry-university-research collaborative innovation based on SECI expansion model","volume":"33","author":"Fang","year":"2019","journal-title":"Soft Science."},{"issue":"5","key":"10.3233\/JCM-215824_ref25","first-page":"15","article-title":"Endowment effect and profit distribution mechanism of industry-university-research cooperation","volume":"32","author":"Gao","year":"2015","journal-title":"Science and Technology Progress and Countermeasures."},{"issue":"1","key":"10.3233\/JCM-215824_ref26","first-page":"116","article-title":"Stability analysis of industry-university-research cooperation","volume":"15","author":"Zhao","year":"2013","journal-title":"Journal of Liaoning Administration College."},{"issue":"10","key":"10.3233\/JCM-215824_ref27","first-page":"9","article-title":"Analysis of the instability of strategic alliances based on specific assets and their holding effect","author":"Cai","year":"2006","journal-title":"Science and Technology Progress and Countermeasures."},{"issue":"2","key":"10.3233\/JCM-215824_ref28","first-page":"61","article-title":"Study on determinants of the stability of industry-university-research alliance at different development stages based on system dynamics","volume":"30","author":"Li","year":"2017","journal-title":"Science, Technology and Economics."},{"issue":"3","key":"10.3233\/JCM-215824_ref29","first-page":"23","article-title":"An empirical study on the impact of industry-university-research interaction on innovation performance","volume":"34","author":"Li","year":"2013","journal-title":"Science Research Management."},{"issue":"6","key":"10.3233\/JCM-215824_ref30","first-page":"109","article-title":"The impact of geographic proximity on collaborative innovation between industry, university and research","volume":"36","author":"Hu","year":"2016","journal-title":"Economic Geography."},{"issue":"1","key":"10.3233\/JCM-215824_ref31","first-page":"76","article-title":"Does geographical distance hinder the performance of inter-regional industry -university-research cooperation","volume":"33","author":"Chen","year":"2015","journal-title":"Studies in Science of Science."},{"issue":"6","key":"10.3233\/JCM-215824_ref32","first-page":"84","article-title":"Research on the influencing factors of industry-university-research collaborative innovation based on regional innovation environment","author":"Yang","year":"2016","journal-title":"Jianghuai Forum."},{"issue":"9","key":"10.3233\/JCM-215824_ref33","first-page":"24","article-title":"Research on the influence factors of collaborative innovation in coal enterprises","volume":"44","author":"Hou","year":"2018","journal-title":"China Coa."},{"issue":"4","key":"10.3233\/JCM-215824_ref34","doi-asserted-by":"crossref","first-page":"507","DOI":"10.1080\/00343400903401618","article-title":"Exploring the effect of geographical proximity and university quality on university\u2013industry collaboration in the United Kingdom","volume":"45","author":"Laursen","year":"2010","journal-title":"Regional Studies."},{"issue":"5","key":"10.3233\/JCM-215824_ref35","first-page":"34","article-title":"Research on the innovation mode of the integration of government-industry, university-research fund from the perspective of cultural coupling","volume":"33","author":"Liu","year":"2010","journal-title":"Journal of Hebei Normal University (Philosophy and Social Sciences Edition)."},{"issue":"4","key":"10.3233\/JCM-215824_ref36","first-page":"103","article-title":"Game analysis on the stability of multinational corporation strategic technology alliance","author":"Li","year":"2005","journal-title":"Journal of Strategic and Technological Alliance."},{"issue":"15","key":"10.3233\/JCM-215824_ref37","first-page":"159","article-title":"An empirical study on the influencing factors of organizational stability of industry-university-research collaborative innovation","volume":"36","author":"Wang","year":"2016","journal-title":"Science and Technology Management Research."}],"container-title":["Journal of Computational Methods in Sciences and Engineering"],"original-title":[],"link":[{"URL":"https:\/\/content.iospress.com\/download?id=10.3233\/JCM-215824","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,21]],"date-time":"2026-04-21T22:06:45Z","timestamp":1776809205000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/full\/10.3233\/JCM-215824"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,3,28]]},"references-count":37,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.3233\/jcm-215824","relation":{},"ISSN":["1472-7978","1875-8983"],"issn-type":[{"value":"1472-7978","type":"print"},{"value":"1875-8983","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,3,28]]}}}