Blended system thinking approach to strengthen the education and training in university-industry research collaboration

References

• Agyepong, I., G. Aryeetey, J. Nonvignon, B. F. Asenso, H. Dzikunu, E. Antwi, D. Ankrah, et al. 2014. “Advancing the Application of Systems Thinking in Health: Provider Payment and Service Supply Behaviour and Incentives in the Ghana National Health Insurance Scheme – A Systems Approach.” Health Research Policy and Systems/BioMed Central 12: 35.
   PubMed Web of Science ®Google Scholar
• Alexander, C., and H. Yuriy. 2015. “Problems and Perspectives of Performance of Higher Education Institutions in the Development of Russian Innovative System (Regional Aspect).” Procedia – Social and Behavioral Sciences 166: 497–504.
   Google Scholar
• Allender, S., A. D. Brown, K. A. Bolton, P. Fraser, J. Lowe, and P. Hovmand. 2019. “Translating Systems Thinking into Practice for Community Action on Childhood Obesity.” Obesity Reviews 20 (2): 179–184.
   PubMedGoogle Scholar
• Alzraiee, H., O. Moselhi, and T. Zayed. 2012. “Dynamic Planning of Earthmoving Projects Using System Dynamics.” 2012 Proceedings of the 29th International Symposium of Automation and Robotics in Construction, ISARC 2012, Eindhoven, Netherlands.
   Google Scholar
• Arnold, R. D., and J. P. Wade. 2015. “A Definition of System Thinking: A Systems Approach.” Procedia 44: 669–678.
   Google Scholar
• Azizan, S. A. 2013. “Strengthening Malaysia’s Scientific and Technological Development Through Human Capital Development.” Procedia – Social and Behavioral Sciences 91: 648–653.
   Google Scholar
• Bamfield. 2013. “Rebalancing the UK’s Education and Skills System. Transforming the Capacity for Innovation and Collaboration.” https://www.thersa.org/globalassets/pdfs/reports/rsa_education_balancing_skills.pdf.
   Google Scholar
• Befus, D. R., L. K. Hassmiller, S. M. Kneipp, J. P. Bettger, R. R. Coeytaux, and J. C. Humphreys. 2018. “A Qualitative, Systems Thinking Approach to Study Self-Management in Women with Migraine.” Nursing Research 67 (5): 395–403.
   PubMed Web of Science ®Google Scholar
• Behl, D. V., and S. Ferreira. 2014. “System Thinking: An Analysis of Key Factors and Relationship.” Procedia Computer Science 36: 104–109.
   Google Scholar
• Bohin, P. 2018. “Effectiveness of Innovative Policies to Enhance University-Industry Collaboration in Developing Countries.” Towards Technical University-Industry Links in Ghana. British Journal of Education 6 (2): 54–70.
   Google Scholar
• Brazile, T., S. G. Hostetter, C. M. Donough, and D. W. Citters. 2018. “Promoting Innovation: Enhancing Transdisciplinary Opportunities for Medical and Engineering Students.” Medical Teacher 40 (12): 1264–1274.
   PubMed Web of Science ®Google Scholar
• Brimble, P., and R. F. Doner. 2007. “University-Industry Linkages and Economy Development: The Case of Thailand.” World Development 35 (6): 1021–1036.
   Web of Science ®Google Scholar
• Bunatovich, U. H., D. B. Khidayevich, and O. M. Abdurakhmonovich. 2020. “The Importance of Modern Innovative Teaching Methods in the Higher Education System of Uzbekistan.” Journal of Critical Reviews 7 (7): 1064–1067.
   Google Scholar
• Cantabene, C., and I. Grassi. 2020. “R&D Cooperation in SMEs: The Direct Effect and the Moderating Role of Human Capital.” Applied Economics 52 (28): 3090–3105.
   Web of Science ®Google Scholar
• Chen, Y., J. Han, Z. Xuan, and W. Gao. 2019. “Higher Education’s Role in Chinese National Innovation System: A Perspective of University-Industry Linkages.” In Proceedings of 17th International Conference on Scientometrics and Informetrics, ISSI 2019, Rome, 573–583.
   Google Scholar
• Chen, K., W. Lu, and J. Wang. 2020. “University–Industry Collaboration for BIM Education: Lessons Learned from a Case Study.” Industry and Higher Education 34 (6): 401–409.
   Web of Science ®Google Scholar
• Conti, T. 2006. “Quality Thinking and System Thinking.” The TQM Magzine 18 (3): 297–308.
   Google Scholar
• Davenport, J. H., T. Crick, and R. Hourizi. 2020. “The Institute of Coding: A University-Industry Collaboration to Address the UK’s Digital Skills Crisis.” Proceedings of IEEE Global Engineering Education Conference, EDUCON (2020), Austria.
   Google Scholar
• Dehghani, M. 2020. “Knowledge-Sharing Mechanisms in a Socio-Technical Collaborative Project in IT-Related Faculties: Preliminary Findings.” Proceedings of 27th European Conference on Information Systems – Information Systems for a Sharing Society, ECIS 2019, Sweden.
   Google Scholar
• Dooley, L., and C. Gubbins. 2019. “Inter-Organisational Knowledge Networks: Synthesising Dialectic Tensions of University-Industry Knowledge Discovery.” Journal of Knowledge Management 23 (10): 2113–2134.
   Web of Science ®Google Scholar
• Eid, A. 2012. “Higher Education R&D and Productivity Growth: An Empirical Study on High-Income OECD Countries.” Education Economics 20 (1): 53–68.
   Google Scholar
• Emery, F. E., and E. L. Trist. 1965. “The Causal Texture of Organizational Environments Human Relations.” Human Relations 18 (1): 21–30.
   Web of Science ®Google Scholar
• Firsova, I. A., I. V. Lukashenko, and S. P. Azarova. 2021. “The Socio-Economic Importance of Education in a Knowledge-Based Economy.” Studies in Systems, Decision and Control 316: 231–238.
   Google Scholar
• Freitas, I. M. B., A. Geuna, and F. Rossi. 2013. “Finding the Right Partners: Institutional and Personal Modes of Governance of University–Industry Interactions.” Research Policy 42 (1): 50–62.
   Web of Science ®Google Scholar
• Fuentes, D. C., and G. Dutrénit. 2012. “Best Channels of Academia-Industry Interaction for Long-Term Benefit.” Research Policy 41: 1666–1682.
   Web of Science ®Google Scholar
• Fusso, N., F. P. Ducker, and M. Ito. 2013. “A Systems Thinking Review for Solving Short-Termism.” Management Research Review 36 (8): 805–822.
   Google Scholar
• Gámez-Pérez, K. M., A. M. Sarmiento, H. Garcia-Reyes, and J. C. Velázquez-Martínez. 2020. “An International University-Industry Collaboration Model to Develop Supply Chain Competences.” Supply Chain Management 25 (4): 475–487.
   Web of Science ®Google Scholar
• Guimón, J. 2013. “Promoting University-Industry Collaboration in Developing Countries.” The Innovation Policy Plateform. doi:https://doi.org/10.13140/RG.2.1.5176.8488.
   Google Scholar
• Hair, J. F., M. Sarstedt, L. Hopkins, and V. G. Kuppelwieser. 2014. “Partial Least Squares Structural Equation Modeling (PLS-SEM): An Emerging Tool in Business Research.” European Business Review 26 (2): 106–121.
   Google Scholar
• Hamidi, M. R., A. Babaee, A. Maleki, and M. Taghi Isaai. 2020. “Innovation Policy, Scientific Research and Economic Performance: The Case of Iran.” Development Policy Review 38 (3): 387–407.
   Web of Science ®Google Scholar
• Hanushek, E. A., and W. Ludger. 2007. “The Role of School Improvement in Economic Development.” National Bureau of Economic Research Working Paper 12832.
   Google Scholar
• Healey, M., A. Jenkins, and J. Lea. 2014. “Developing Research Based Curricula in Collage-Based Higher Education.” The Higher Education Academy 1–88.
   Google Scholar
• Henseler, Jörg, and Wynne W. Chin. 2009. “A Comparison of Approaches for the Analysis of Interaction Effects Between Latent Variables Using Partial Least Squares Path Modeling.” Structural Equation Modeling 17 (1): 82–109.
   Google Scholar
• Higueras-Rodríguez, L., M. Medina-García, and E. Molina-Ruiz. 2020. “Analysis of Courses and Teacher Training Programs on Playful Methodology in Andalusia (Spain).” Education Sciences 10 (4): 105. doi:https://doi.org/10.3390/educsci10040105.
   Web of Science ®Google Scholar
• Hooshyar, D., M. Pedaste, K. Saks, Ä. Leijen, E. Bardone, and M. Wang. 2020. “Open Learner Models in Supporting Self-Regulated Learning in Higher Education: A Systematic Literature Review.” Computers and Education 154: 103878. doi:https://doi.org/10.1016/j.compedu.2020.103878.
   Web of Science ®Google Scholar
• Iqbal, A. M. 2018. “Influence of National Innovation System on University-Industry Research Collaboration.” Doctoral thesis, Universiti Teknologi Malaysia, Johor Bahru, Malaysia. http://eprints.utm.my/id/eprint/79054/.
   Google Scholar
• Iqbal, A. M., A. S. Khan, S. Iqbal, and A. A. Senin. 2011. “Designing of Success Criteria-Based Evaluation Model for Assessing the Research Collaboration Between University and Industry.” International Journal of Business Research and Management 2 (2): 59–73.
   Google Scholar
• Iqbal, A. M., A. S. Khan, S. Iqbal, and A. A. Senin. 2013. “A Novel Cost Efficient Evaluation Model for Assessing Research-Based Technology Transfer Between University and Industry.” Sains Humanika 64 (2): 87–91.
   Google Scholar
• Iqbal, A. M., A. S. Khan, and A. A. Senin. 2012. “Determination of High Impact Evaluation Metrics for Evaluating the University-Industry Technological Linkage.” International Journal of Physical and Social Sciences 2 (4): 111–122.
   Google Scholar
• Iqbal, A. M., A. S. Khan, and A. A. Senin. 2015. “Reinforcing the National Innovation System of Malaysia Based on University-Industry Research Collaboration: A System Thinking Approach.” International Journal of Management Sciences and Business Research 4 (1): 6–15.
   Google Scholar
• Jones, S. E., and N. Coates. 2020. “A Micro-Level View on Knowledge Co-Creation Through University-Industry Collaboration in a Multi-National Corporation.” Journal of Management Development 39 (5): 723–738.
   Web of Science ®Google Scholar
• Justman, M., and M. Teubal. 1995. “Technological Infrastructure Policy (TIP): Creating Capabilities and Building Markets.” Research Policy 24 (2): 259–281.
   Web of Science ®Google Scholar
• Kadarova, J., L. Kalafusova, and M. Darkacova. 2014. “Holistic System Thinking as an Educational Tool Using key Indicators.” Procedia – Social and Behavioural Science 143: 180–184.
   Google Scholar
• Kafouros, M., C. Wang, P. Piperopoulos, and Z. M. Mingshen. 2015. “Academic Collaborations and Firm Innovation Performance in China: The Role of Region-Specific Institutions.” Research Policy 44 (3): 803–817.
   Web of Science ®Google Scholar
• Khayyat, N. T., and J. D. Lee. 2015. “A Measure of Technological Capabilities for Developing Countries.” Technological Forecasting & Social Change 92: 210–223.
   Web of Science ®Google Scholar
• Krejcie, R. V., and D. W. Morgan. 1970. “Determining Sample Size for Research Activities.” Educational and Psychological Measurement 30 (3): 607–610.
   Web of Science ®Google Scholar
• Kunc, M. 2008. “Using Systems Thinking to Enhance Strategy Maps.” Management Decision 46 (5): 761–778.
   Web of Science ®Google Scholar
• Lai, I. K. W., and T. W. Lu. 2016. “How to Improve the University–Industry Collaboration in Taiwan’s Animation Industry? Academic vs. Industrial Perspectives.” Technology Analysis and Strategic Management 28 (6): 717–732.
   Web of Science ®Google Scholar
• Lane, D. C., E. Munro, and E. Husemann. 2016. “Blending System Thinking Approaches for Organizational Analysis: Reviewing Child Protection in England.” European Journal of Operational Research 251 (2): 613–623.
   Web of Science ®Google Scholar
• Lee, D. Y., and S. Y. Lee. 2020. “A Study on the Effect of Regional Innovation System on Regional Competitiveness of Local Government: Focused on the Technological and Economic Effects.” Test Engineering and Management 83: 4202–4211.
   Google Scholar
• Li, X. 2011. “Sources of External Technology, Absorptive Capacity, and Innovation Capability in Chinese State-Owned High-Tech Enterprises.” World Development 39 (7): 1240–1248.
   Web of Science ®Google Scholar
• Lin, J. Y., and C. H. Yang. 2020. “Heterogeneity in Industry–University R&D Collaboration and Firm Innovative Performance.” Scientometrics 124 (1): 1–25. doi:https://doi.org/10.1007/s11192-020-03436-2.
   Web of Science ®Google Scholar
• Liu, S. T. 2017. “A partial least squares structural equation modeling approach for examining multidimensional values of Taipei Zoo.” Asia Pacific Journal of Tourism Research 22 (8): 863–873. doi:https://doi.org/10.1080/10941665.2017.1344716.
   Google Scholar
• Maggioni, M. A. 2002. “The Development of High-Tech Clusters.” In M. P. Feldman & N. Massard (Eds.), Institutions and Systems in the Geography of Innovation (Economics of Science, Technology and Innovation, Vol. 25, pp. 309–339). Boston, MA: Springer. doi:https://doi.org/10.1007/978-1-4615-0845-8_15.
   Google Scholar
• Meek, V. L., U. Teichler, and M. L. Kearny. 2009. Higher Education, Research and Innovation: Changing Dynamics; Report on the UNESCO Forum on Higher Education, Research and Knowledge, 2001–2009. https://unesdoc.unesco.org/ark:/48223/pf0000183071.
   Google Scholar
• Melamed-Varela, E., L. Navarro-Vargas, A. B. Blanco-Ariza, and E. Olivero-Vega. 2019. “University-Industry-Government Linkage to Promote Innovation at Regional Systems: Documentary Research.” Revista de Estudios Regionales 114: 147–169.
   Google Scholar
• Messeni Petruzzelli, A., and G. Murgia. 2020. “University–Industry Collaborations and International Knowledge Spillovers: A Joint-Patent Investigation.” Journal of Technology Transfer 45 (4): 958–983.
   Web of Science ®Google Scholar
• Park, Y. S., L. Konge, and A. R. Artino. 2020. “The Positivism Paradigm of Research.” Academic Medicine 95 (5): 690–694.
   PubMed Web of Science ®Google Scholar
• Parmentola, A., M. Ferretti, and E. Panetti. 2020. “Exploring the University-Industry Cooperation in a low Innovative Region. What Differences Between Low Tech and High Tech Industries?” International Entrepreneurship and Management Journal. doi:https://doi.org/10.1007/s11365-020-00671-0.
   Google Scholar
• Phillips, D. C., and N. C. Burbules. 2000. Postpositivism and Educational Research. New York: Rowman & Littlefield.
   Google Scholar
• Pontarollo, N., M. Orellana, and J. Segovia. 2020. “The Determinants of Subjective Well-Being in a Developing Country: The Ecuadorian Case.” Journal of Happiness Studies 21 (8): 3007–3035.
   Web of Science ®Google Scholar
• Razorenov, Y. I., and K. V. Vodenko. 2020. “Innovative Development of the National University System in Russia: Trends and key Elements.” International Journal of Sociology and Social Policy. doi:https://doi.org/10.1108/IJSSP-03-2020-0073.
   Google Scholar
• Richmond, B. 1994. “System Thinkers and System Thinking.” System Dynamics Review 10 (2-3): 95–99.
   Google Scholar
• Sarriot, E., M. Morrow, A. Langston, J. Weiss, J. Landegger, and L. Tsuma. 2015. “A Causal Loop Analysis of the Sustainability of Integrated Community Case Management in Rwanda.” Social Science and Medicine 131: 147–155.
   PubMed Web of Science ®Google Scholar
• Sedlacko, M., A. Martinuzzi, and K. Dobernig. 2014. “A Systems Thinking View on Cloud Computing and Energy Consumption.” Proceedings of ICT for Sustainability, ICT4S 2014, Stockholm. doi:https://doi.org/10.2991/ict4s-14.2014.11.
   Google Scholar
• Senge, P. M. 2006. The Fifth Discipline, The Art and Practice of the Learning Organization. 1st ed. London: Doubleday.
   Google Scholar
• Subramanian, G. H., and K. Wang. 2019. “Systems Dynamics-Based Modeling of Data Warehouse Quality.” Journal of Computer Information Systems 59 (4): 384–391.
   Web of Science ®Google Scholar
• Tenenhaus, M., and V. Esposito Vinzi. 2005. “PLS Regression, PLS Path Modeling and Generalized Procrustean Analysis: A Combined Approach for Multiblock Analysis.” Journal of Chemometrics 19: 145–153.
   Google Scholar
• Ting, S. H., S. Yahya, and C. L. Tan. 2020. “Importance-Performance Matrix Analysis of the Researcher’s Competence in the Formation of University-Industry Collaboration Using Smart PLS.” Public Organization Review 20 (2): 249–275.
   Google Scholar
• Tseng, F. C., M. H. Huang, and D. Z. Chen. 2020. “Factors of University–Industry Collaboration Affecting University Innovation Performance.” Journal of Technology Transfer 45 (2): 560–577.
   Web of Science ®Google Scholar
• Veis, Y. V., O. Y. Eremicheva, I. B. Kostyleva, and V. S. Tikhonov. 2021. “HR Training in Digital Economy: Innovative Investment Projects.” Lecture Notes in Networks and Systems 139: 688–696.
   Google Scholar
• Wang, S., and R. A. Noe. 2010. “Knowledge Sharing: A Review and Directions for Future Research.” Human Resource Management Review 20: 115–131.
   Web of Science ®Google Scholar
• White, D. 1995. “Application of Systems Thinking to Risk Management.” Management Decision 33 (10): 35–45.
   Google Scholar
• Wilson, L. E., M. E. Gahan, C. Lennard, and J. Robertson. 2020. “Why Do We Need a Systems Thinking Approach to Military Forensic Science in the Contemporary World?” Australian Journal of Forensic Sciences 52 (3): 323–336.
   Web of Science ®Google Scholar
• Wu, Y., F. Gu, Y. Ji, J. Guo, and Y. Fan. 2020. “Technological Capability, Eco-Innovation Performance, and Cooperative R&D Strategy in New Energy Vehicle Industry: Evidence from Listed Companies in China.” Journal of Cleaner Production 261: 121157. doi:https://doi.org/10.1016/j.jclepro.2020.121157.
   Web of Science ®Google Scholar
• Xu, D. 2013. “Research on Improving the Technological Innovation Capability of SMEs by University-Industry Collaboration.” Journal of Engineering Science and Technology Review 6 (2): 100–104.
   Google Scholar