«Business-Education-Science» Coopetition and Innovation Transfer for Sustainable Developmen

IF 1.2 Q4 MANAGEMENT Marketing and Management of Innovations Pub Date : 2022-01-01 DOI:10.21272/mmi.2022.2-20
Anastasiia Samoilikova, O. Zhylinska, Zsolt Pál, Dániel Kuttor
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引用次数: 6

Abstract

Today «business-education-science» coopetition is an innovative approach to achieving sustainable development goals on different levels of economy and in various spheres of human life. In particular, there is great potential in the context of the fourth, eighth, and ninth sustainable development goals. That is why the article aims to analyze key trends and empirically prove and formalize the impact of «business-education-science» coopetition on sustainable development. The key directions of multidisciplinary study on «business-education-science» coopetition for sustainable development are determined by bibliometric analysis of 6035 documents for 38 years using the Scopus database tools and VOSviewer software. The obtained results allowed to form 7 clusters of multidisciplinary studies on this issue. A comparative analysis of Ukraine and the top 10 countries' levels of sustainable development, innovation development, and business-education competition were conducted. Besides a dynamic analysis of sustainable and innovation development in Ukraine, a dynamic analysis of business and education coopetition in Ukraine, Finland, Denmark, and Sweden was made for 2012-2021. The sample from the top 10 countries in the Sustainable Development Rating in 2021 (Finland, Denmark, Sweden, Norway, Austria, Germany, France, Switzerland, Ireland, and Estonia) are formed for 10 past years (2012-2021) to investigate the relationship between the level of «business – education – science» coopetition and the level of sustainable development, in particular the scores of University-Industry Collaboration Indicator and Sustainable Development Index. The Shapiro-Wilk test for normal data and Pearson / Spearman correlation analysis was used at the first stage of empirical confirmation of the hypothesis about the impact of «business – education – science» coopetition on sustainable development. In the second stage, the regression model of system dynamic panel-data estimation (The Arellano–Bover / Blundell–Bond model) is built to formalize and determine this impact. Then Arellano-Bond test for zero autocorrelation in first-differenced errors is made to show that there is no present evidence that the model is misspecified. It is proved that if the level of «business – education – science» coopetition (on the example of the score of the University-Industry Collaboration Indicator) increases by 1%, the level of sustainable development (in particular, the score of the Sustainable Development Index) will increase on 0,04% too. The obtained results could be useful for business, education, science institutions, and governance for further research and strengthening sustainable and innovation development levels.
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“商业-教育-科学”合作与创新转移促进可持续发展
今天,“商业-教育-科学”合作是在不同经济水平和人类生活的各个领域实现可持续发展目标的创新方法。特别是在第四、第八和第九个可持续发展目标的背景下,有很大的潜力。这就是为什么本文旨在分析关键趋势,并实证证明和形式化“商业-教育-科学”合作对可持续发展的影响。利用Scopus数据库工具和VOSviewer软件对38年来6035篇文献进行文献计量分析,确定了“商-教-科”合作促进可持续发展多学科研究的重点方向。所获得的结果可以形成关于这个问题的7个多学科研究集群。对乌克兰与前10名国家的可持续发展水平、创新发展水平和商业教育竞争水平进行了比较分析。除了对乌克兰的可持续发展和创新发展进行动态分析外,还对2012-2021年乌克兰、芬兰、丹麦和瑞典的商业和教育合作进行了动态分析。在过去的10年(2012-2021年)中,从2021年可持续发展评级排名前10位的国家(芬兰、丹麦、瑞典、挪威、奥地利、德国、法国、瑞士、爱尔兰和爱沙尼亚)中抽取样本,调查“商业-教育-科学”合作水平与可持续发展水平之间的关系,特别是大学-产业合作指标和可持续发展指数的得分。在实证验证“商业-教育-科学”合作对可持续发展影响的假设的第一阶段,使用了正常数据的Shapiro-Wilk检验和Pearson / Spearman相关分析。在第二阶段,建立系统动态面板数据估计的回归模型(Arellano-Bover / Blundell-Bond模型)来形式化并确定这种影响。然后,对一阶差分误差的零自相关进行了Arellano-Bond检验,以表明目前没有证据表明模型是错误的。事实证明,如果“商业-教育-科学”合作水平(以大学-产业合作指标得分为例)提高1%,可持续发展水平(特别是可持续发展指数得分)也将提高0.04%。所得结果可为商业、教育、科学机构和治理机构进一步研究和加强可持续和创新发展水平提供有用的信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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