Investigating the effect of university enterprise collaboration on individual innovation in underdeveloped regions

The innovation capability index of underdeveloped regions lags far behind that of the eastern coastal areas. This imbalance in innovation capability poses a critical challenge for underdeveloped regions in implementing its innovation-driven development strategy and economic transformation. Individual collaborative innovation ability is an essential skill that allows individuals to transform knowledge and resources into economic value. Presently, research on individual collaborative innovation capability focuses only on the external environment, cooperation mode and benefit allocation. This approach fails to reveal how organizational factors affect individual collaborative innovation capability, and there is a lack of research on underdeveloped regions. Collaborative innovation theory proposes that deep cooperation between industries or institutions through acquiring resources and knowledge can have a positive impact on other environments. Improving individual collaborative innovation capabilities must be achieved through the integration of heterogeneous innovation resources owned by the two core innovation entities, to achieve full integration of innovation elements. Therefore, collaborative innovation theory can effectively address this problem. This article adopts a quantitative research method. A sample of 911 teachers was selected from thirty vocational colleges in Inner Mongolia. The data were analyzed using the Hierarchical Linear Modeling (HLM) model and the proposed relationship was validated. The research findings indicate that cognitive, social and geographical proximity have significant positive effects on collaborative behavior. Collaborative behavior has a significant positive impact on individual collaborative innovation ability. Collaborative behavior plays a mediating role between multidimensional proximity and individual collaborative innovation ability. This study will add information on the collaborative innovation theory, help to understand the formation and impact mechanism of cooperative relationships in school-enterprise cooperation in underdeveloped regions, and thus promote the development of STEM education in underdeveloped areas.

[1]  Xiao-Yin Jin,et al.  The relationship between the interactive behavior of industry–university–research subjects and the cooperative innovation performance: The mediating role of knowledge absorptive capacity , 2023, Frontiers in Psychology.

[2]  A. Nawaz,et al.  Factors in Critical Management Practices for Construction Projects Waste Predictors to C&DW Minimization and Maximization , 2022, Journal of King Saud University - Science.

[3]  N. Touati,et al.  Dimensions of Proximity: An Actionable Framework to Better Understand Integrated Practices in Cancer Networks , 2022, International journal of integrated care.

[4]  Joseph F. Hair,et al.  Progress in partial least squares structural equation modeling use in marketing research in the last decade , 2022, Psychology & Marketing.

[5]  Zahid I. Hussain,et al.  Impact of Green Construction Procurement on Achieving Sustainable Economic Growth Influencing Green Logistic Services Management and Innovation Practices , 2022, Frontiers in Environmental Science.

[6]  Bochen Zhang,et al.  Can Top Management Teams' Academic Experience Promote Green Innovation Output: Evidence from Chinese Enterprises , 2021, Sustainability.

[7]  L. Klerkx,et al.  Strengthening the Role of Academic Institutions and Innovation Brokers in Agri-Food Innovation: Towards Hybridisation in Cross-Border Cooperation , 2021 .

[8]  Andreas Hotho,et al.  Proximity dimensions and the emergence of collaboration: a HypTrails study on German AI research , 2021, Scientometrics.

[9]  Marko Sarstedt,et al.  Data, measurement, and causal inferences in machine learning: opportunities and challenges for marketing , 2021 .

[10]  Ismi Rajiani,et al.  Leveraging knowledge sharing and innovation culture into SMEs sustainable competitive advantage , 2020 .

[11]  A. Piccaluga,et al.  Joint university-industry laboratories through the lens of proximity dimensions: moving beyond geographical proximity , 2020 .

[12]  Chen-Chih Huang,et al.  The Approach of Hierarchical Linear Model to Exploring Individual and Team Creativity: A Perspective of Cultural Intelligence and Team Trust , 2020 .

[13]  C. Kim,et al.  Social Enterprises, Job Creation, and Social Open Innovation , 2020, Journal of Open Innovation: Technology, Market, and Complexity.

[14]  Maximilian Goethner,et al.  Cross-faculty proximity and academic entrepreneurship: the role of business schools , 2020, The Journal of Technology Transfer.

[15]  J. Doran,et al.  Cognitive proximity and innovation performance: are collaborators equal? , 2020, European Journal of Innovation Management.

[16]  Hongmei Shan,et al.  Influence of Supply Chain Collaborative Innovation on Sustainable Development of Supply Chain: A Study on Chinese Enterprises , 2020, Sustainability.

[17]  Ricarda Bouncken,et al.  Understanding knowledge exchange processes among diverse users of coworking-spaces , 2019, J. Knowl. Manag..

[18]  Vincenzo Zampi,et al.  Proximity and centrality in inter-organisational collaborations for innovation , 2019 .

[19]  Debdeep Chatterjee,et al.  Evaluating the role of social capital, tacit knowledge sharing, knowledge quality and reciprocity in determining innovation capability of an organization , 2019, J. Knowl. Manag..

[20]  Baizhou Li,et al.  Academic research institutes-construction enterprises linkages for the development of urban green building: Selecting management of green building technologies innovation partner , 2019, Sustainable Cities and Society.

[21]  Harbir Singh,et al.  The relational view revisited: A dynamic perspective on value creation and value capture , 2018 .

[22]  J. Frantsvåg,et al.  COBRA 2006 PROCEEDINGS OF THE ANNUAL RESEARCH CONFERENCE OF THE ROYAL INSTITUTION OF CHARTERED SURVEYORS , 2006 .

[23]  Claudia Werker,et al.  Personal and social proximity empowering collaborations: the glue of knowledge networks , 2018, Industry and Innovation.

[24]  L. Dubé,et al.  Addressing Complex Societal Problems: Enabling Multiple Dimensions of Proximity to Sustain Partnerships for Collective Impact in Quebec , 2018 .

[25]  K. Frenken,et al.  Proximity, knowledge base and the innovation process: towards an integrated framework , 2018 .

[26]  Hamdollah Ravand,et al.  Partial Least Squares Structural Equation Modeling with R. , 2016 .

[27]  R. Boschma,et al.  Proximity and Innovation: From Statics to Dynamics , 2015 .

[28]  Riccardo Crescenzi,et al.  Papers in Evolutionary Economic Geography # 13 . 24 Do inventors talk to strangers ? On proximity and collaborative knowledge creation , 2013 .

[29]  Naubahar Sharif,et al.  Innovation strategy, firm survival and relocation: The case of Hong Kong-owned manufacturing in Guangdong Province, China , 2012 .

[30]  M. Feldman,et al.  The mechanisms of collaboration in inventive teams: Composition, social networks, and geography , 2011 .

[31]  Daniel A. Levinthal,et al.  Collective Performance: Modeling the interaction of habit based actions – Supplementary Materials , 2010 .

[32]  Noushi Rahman,et al.  Determinants of Partner Opportunism in Strategic Alliances: A Conceptual Framework , 2010 .

[33]  Jonathan Aylen,et al.  Open Versus Closed Innovation: Development of the Wide Strip Mill for Steel in the United States During the 1920s , 2009 .

[34]  Cedefop European guidelines for validating non-formal and informal learning , 2009 .

[35]  A. Salter,et al.  Investigating the factors that diminish the barriers to university–industry collaboration , 2009 .

[36]  Uwe Cantner,et al.  The Effects of Knowledge Management on Innovative Success: An Empirical Analysis of German Firms , 2009, SSRN Electronic Journal.

[37]  Arménio Rego,et al.  Are Hopeful Employees More Creative? An Empirical Study , 2009 .

[38]  Arvind Parkhe,et al.  Orchestrating Innovation Networks , 2006 .

[39]  Stanley Wasserman,et al.  Testing Multitheoretical, Multilevel Hypotheses About Organizational Networks: An Analytic Framework and Empirical Example , 2006 .

[40]  André Torre,et al.  Proximity and Localization , 2005 .

[41]  C. Shalley,et al.  The Effects of Personal and Contextual Characteristics on Creativity: Where Should We Go from Here? , 2004 .

[42]  A. Venables,et al.  Buzz: face-to-face contact and the urban economy , 2004 .

[43]  Jeffrey J. Reuer,et al.  Post-formation dynamics in strategic alliances , 2002 .

[44]  C. Antonelli Collective Knowledge Communication and Innovation: The Evidence of Technological Districts , 2000 .

[45]  G. Graen,et al.  AN EXAMINATION OF LEADERSHIP AND EMPLOYEE CREATIVITY: THE RELEVANCE OF TRAITS AND RELATIONSHIPS , 1999 .

[46]  G. R. Oldham,et al.  Employee Creativity: Personal and Contextual Factors at Work , 1996 .

[47]  Jan de Leeuw,et al.  Questioning Multilevel Models , 1995 .

[48]  L. James,et al.  Estimating within-group interrater reliability with and without response bias. , 1984 .

[49]  C. Fornell,et al.  Structural Equation Models with Unobservable Variables and Measurement Error: Algebra and Statistics , 1981 .

[50]  Yan Zhao,et al.  The Effect of Proximity on Enterprise Innovation Performance in the Innovation Ecosystem , 2023, IEEE Access.

[51]  P. Braunerhjelm,et al.  The knowledge spillover theory of intrapreneurship , 2018 .

[52]  Uwe Cantner,et al.  The Coevolution of Innovative Ties, Proximity, and Competencies: Toward a Dynamic Approach to Innovation Cooperation , 2017 .

[53]  Hamdollah Ravand,et al.  Modeling Local Item Dependence in Cloze and Reading Comprehension Test Items Using Testlet Response Theory , 2016 .

[54]  Ramesh K. Agarwal,et al.  A MODEL OF CREATIVITY AND INNOVATION IN ORGANIZATIONS , 2011 .

[55]  P. Bliese Within-group agreement, non-independence, and reliability: Implications for data aggregation and analysis. , 2000 .