The impact of institutions on innovation networks: empirical evidence from Poland
Abstract
Innovation networks may accelerate and improve the innovation process, while institutional pathologies may hamper it. This study employs the Kruskal-Wallis H test and regression analysis to determine if the relationship between institutions and innovation networks does exist among the investigated variables. The purpose of the study was to find out whether cooperation with special local institutions influences the innovative behaviour of local governments manifested by participation in innovation networks or innovation networks based on formal institutions limit institutional pathologies better than informal ones. Current paper presents results of an empirical study conducted through survey among all local governments in Poland. The findings show that previous cooperation with special local institutions influences the innovation behaviour of local governments or innovation networks based on formal rules limit the institutional pathologies of innovation networks better than those based on sanctions, common values, codes of ethics, governance codes or culture. The investigated problem is significant, as properly functioning innovation networks may generate incremental innovations, which may help to solve the contemporary challenges. The practical implications for national regulatory bodies highlight the need for an enforcement mechanism which may support the formalisation of innovation networks.
Keyword : innovation networks, innovations, institutions, institutional analysis, parametric and non-parametric statistics, empirical research, Poland, the Kruskal-Wallis H test, regression analysis
This work is licensed under a Creative Commons Attribution 4.0 International License.
References
Aalbers, R., Dolfsma, W., & Koppius, O. (2013). Individual connectedness in innovation networks: On the role of individual motivation. Research Policy, 42(3), 624–634. https://doi.org/10.1016/j.respol.2012.10.007
Aars, J., & Fimreite, A. L. (2005). Local government and governance in Norway: Stretched accountability in network politics. Scandinavian Political Studies, 28(3), 239–256. https://doi.org/10.1111/j.1467-9477.2005.00131.x
Abbasi, F., Motavasseli, M., Zali, M. R., Faghih, N., & Meigounpoory, M. R. (2019). How does the technological innovation come from? A multilevel framework. International Transaction Journal of Engineering, Management, & Applied Sciences & Technologies, 10(4), 527–550. https://doi.org/10.14456/ITJEMAST.2019.50
Acs, Z. J., Desai, S., & Hessels, J. (2008). Entrepreneurship, economic development and institutions. Small Business Economics, 31, 219–234. https://doi.org/10.1007/s11187-008-9135-9
Ahrweiler, P., Pyka, A., & Gilbert, N. (2014). Simulating knowledge dynamics in innovation networks: An Introduction. In N. Gilbert, P. Ahrweiler, & A. Pyka (Eds.), Simulating knowledge dynamics in innovation networks. Understanding complex systems. Springer. https://doi.org/10.1007/978-3-662-43508-3_1
Alberti, F. G., & Pizzurno, E. (2015). Knowledge exchanges in innovation networks: Evidences from an Italian aerospace cluster. Competitiveness Review, 25(3), 258–287. https://doi.org/10.1108/CR-01-2015-0004
Alberti, F. G., & Pizzurno, E. (2017). Oops, I did it again! Knowledge leaks in open innovation networks with start-ups. European Journal of Innovation Management, 20(1), 50–79. https://doi.org/10.1108/EJIM-11-2015-0116
Asheim, B., & Isaksen, A. (2002). Regional innovation system: The integration of local “sticky” and global “ubiquitous” knowledge. The Journal of Technology Transfer, 27(1), 77–86. https://doi.org/10.1023/A:1013100704794
Ashford, N. A. (2000). An innovation-based strategy for a sustainable environment. In J. Hemmelskamp, K. Rennings, & F. Leone (Eds.), ZEW Economic Studies: vol. 10. Innovation-oriented environmental regulation: Theoretical approach and empirical analysis (pp. 67–107). Springer-Verlag. https://doi.org/10.1007/978-3-662-12069-9_5
Avelino, F., Dumitru, A., Cipolla, C., Kunze, I., & Wittmayer, J. (2020). Translocal empowerment in transformative social innovation networks. European Planning Studies, 28(5), 955–977. https://doi.org/10.1080/09654313.2019.1578339
Bai, J., & Li, J. (2011). Regional innovation efficiency in China: The role of local government. Innovation, 13(2), 142–153. https://doi.org/10.5172/impp.2011.13.2.142
Banelienė, R., & Melnikas, B. (2020). Economic growth and investment in R&D: Contemporary challenges for the European Union. Contemporary Economics, 14(1), 38–57.
Barsh, J., Capozzi, M., & Davidson, J. (2008). Leadership and innovation. The McKinsey Quarterly, 1, 38–47. https://www.mckinsey.com/business-functions/strategy-and-corporate-finance/our-insights/leadership-and-innovation
Batterink, M. H., Wubben, E. F., Klerkx, M. L., & Omta, S. W. F. (2010). Orchestrating innovation networks: The case of innovation brokers in the agri-food sector. Entrepreneurship & Regional Development, 22(1), 47–76. https://doi.org/10.1080/08985620903220512
Bauer, F., Hansen, T., & Hellsmark, H. (2018). Innovation in the bioeconomy – dynamics of biorefinery innovation networks. Technology Analysis & Strategic Management, 30(8), 935–947. https://doi.org/10.1080/09537325.2018.1425386
Baum, J. A. C., Cowan, R., & Jonard, N. (2010). Network-independent partner selection and the evolution of innovation networks. Management Science, 56(11), 2094–2110. https://doi.org/10.1287/mnsc.1100.1229
Cano-Kollmann, M., Hannigan, T. J., & Mudambi, R. (2018). Global innovation networks – organizations and people. Journal of International Management, 24(2), 87–92. https://doi.org/10.1016/j.intman.2017.09.008
Cap, J. P., Blaich, E., Kohl, H., von Raesfeld, A., Harms, R., & Will, M. (2019). Multi level network management – A method for managing inter-organizational innovation networks. Journal of Engineering and Technology Management, 51, 21–32. https://doi.org/10.1016/j.jengtecman.2019.02.001
Chaminade, C., & Plechero, M. (2015). Do regions make a difference? Regional innovation systems and global innovation networks in the ICT industry. European Planning Studies, 23(2), 215–237. https://doi.org/10.1080/09654313.2013.861806
Chen, M. H., Chang, Y. C., & Hung, S. C. (2008). Social capital and creativity in R&D project teams. R&D Management, 38(1), 21–34. https://doi.org/10.1111/j.1467-9310.2007.00494.x
Chen, Y.-C. (2007). The upgrading of multinational regional innovation networks in China. Asia Pacific Business Review, 13(3), 373–403. https://doi.org/10.1080/13602380701291941
Chiu, I. H.-Y. (2017). A new era in fintech payment innovations? A perspective from the institutions and regulation of payment systems. Law, Innovation and Technology, 9(2), 190–234. https://doi.org/10.1080/17579961.2017.1377912
Corsaro, D., Cantù, C., & Tunisini, A. (2012). Actors’ heterogeneity innovation networks. Industrial Marketing Management, 41(5), 780–789. https://doi.org/10.1016/j.indmarman.2012.06.005
Czudec, A., Kata, R., & Wosiek, M. (2019). Reducing the development gaps between regions in Poland with the use of European Union funds. Technological and Economic Development of Economy, 25(3), 447–471. https://doi.org/10.3846/tede.2019.9483
Daniluk, A. (2019). Supporting enterprise innovation by cooperation with business environment institutions in Poland and Belarus. In M. Bilgin, H. Danis, F. Demir, & U. Can (Eds.), Eurasian Studies in Business and Economics: Vol. 10/1. Eurasian business perspectives (pp. 65–81). Springer. https://doi.org/10.1007/978-3-030-11872-3_5
De Propris, L. (2002). Types of innovation and inter-firm co-operation. Entrepreneurship & Regional Development, 14(4), 337–353. https://doi.org/10.1080/08985620210144974
Desmarchelier, B., Djellal, F., & Gallouj, F. (2020). Towards a servitization of innovation networks: A mapping. Public Management Review, 22(9), 1368–1397. https://doi.org/10.1080/14719037.2019.1637012
Ekboir, J. (2012). How to build innovation networks. In Agricultural innovation systems. An investment sourcebook (pp. 44–51). The World Bank.
Fitjar, R. D., Huber, F., & Rodríguez-Pose, A. (2016). Not too close, not too far: testing the Goldilocks principle of “optimal” distance in innovation networks. Industry and Innovation, 23(6), 465–487. https://doi.org/10.1080/13662716.2016.1184562
Gebauer, A., Nam, C. W., & Parsche, R. (2005). Regional technology policy and factors shaping local innovation networks in small German cities. European Planning Studies, 13(5), 661–683. https://doi.org/10.1080/09654310500139301
Ghazinoory, S., Riahi, P., Azar, A., & Miremadi, T. (2014). Measuring innovation performance of developing regions: Learning and catch-up in provinces of Iran. Technological and Economic Development of Economy, 20(3), 507–533. https://doi.org/10.3846/20294913.2014.881433
Godlewska, M., & Morawska, S. (2020). Development of local and regional entrepreneurship – which institutions matter? Evidence from Poland. Economic Research-Ekonomska Istrazivanja, 33(1), 1017–1035. https://doi.org/10.1080/1331677X.2018.1553680
Godlewska, M. (2021). The impact of interplay between formal and informal institutions on innovation performance: Evidence from CEECs. Inzinerine Ekonomika-Engineering Economics, 32(1), 15–26. https://doi.org/10.5755/j01.ee.32.1.27390
Gorzelany-Dziadkowiec, M., Gorzelany, J., Stauskis, G., Hernik, J., Van Assche, K., & Noszczyk, T. (2019). The innovation process in local development – the material, institutional, and intellectual infrastructure shaping and shaped by innovation. Technological and Economic Development of Economy, 25(6), 1232–1258. https://doi.org/10.3846/tede.2019.11094
Helmke, G., & Levitsky, S. (2004). Informal institutions and comparative politics: A research agenda. Perspectives on Politics, 2(4), 725–740. https://doi.org/10.1017/s1537592704040472
Hodgson, G. M. (2019). Prospects for institutional research. RASP Management Journal, 54(1), 112–120. https://doi.org/10.1108/RAUSP-11-2018-0112
Hodgson, G.M. (2006). What Are Institutions? Journal of Economic Issues, 40(1), 1–25. https://doi.org/10.1080/00213624.2006.11506879
Høegh-Guldberg, O., Eide, D., Trengereid, V., & Mathiesen Hjemdahl, K. (2018). Dynamics of innovation network journeys: Phases and crossroads in seven regional innovation networks. Scandinavian Journal of Hospitality and Tourism, 18(3), 234–260. https://doi.org/10.1080/15022250.2018.1497261
Hofstede Insights. (2020). Culture compass. https://www.hofstede-insights.com/country-comparison/bulgaria,hungary,poland,romania/
Hotz-Hart, B. (2000). Innovation networks, regions and globalisation. In G. L. Clark, M. P. Feldman, & M. S. Gertler (Eds.), The Oxford handbook of economic geography (pp. 432–450). Oxford University Press.
Hurmelinna-Laukkanen, P., & Nätti, S. (2018). Orchestrator types, roles and capabilities – A framework for innovation networks. Industrial Marketing Management, 74, 65–78. https://doi.org/10.1016/j.indmarman.2017.09.020
Jun, S. P., Lee, J. S., & Lee, J. (2020). Method of improving the performance of public-private innovation networks by linking heterogeneous DBs: Prediction using ensemble and PPDM models. Technological Forecasting and Social Change, 161, 120258. https://doi.org/10.1016/j.techfore.2020.120258
Khan, A., Khan, N., & Shafiq, M. (2021). The economic impact of covid-19 from a global perspective. Contemporary Economics, 15(1), 64–75. https://doi.org/10.5709/ce.1897-9254.436
Kraftova, I., & Kraft, J. (2018). The relationship between pro-innovation factors and the performance of the European Union member states and their regions. Engineering Economics, 29(4), 424–433. https://doi.org/10.5755/j01.ee.29.4.19703
Lazzeretti, L., & Capone, F. (2016). How proximity matters in innovation networks dynamics along the cluster evolution. A study of the high technology applied to cultural goods. Journal of Business Research, 69(12), 5855–5865. https://doi.org/10.1016/j.jbusres.2016.04.068
Levén, P., Holmström, J., & Mathiassen, L. (2014). Managing research and innovation networks: Evidence from a government sponsored cross-industry program. Research Policy, 43(1), 156–168. https://doi.org/10.1016/j.respol.2013.08.004
Lundvall, B. A. (2007). National innovation systems – Analytical concept and development tool. Industry and Innovation, 14(1), 95–119. https://doi.org/10.1080/13662710601130863
Malecki, E. J. (2018). Entrepreneurship and entrepreneurial ecosystems. Geography Compass, 12(3), e12359. https://doi.org/10.1111/gec3.12359
Masiello, B., Izzo, F., & Canoro, C. (2015). The structural, relational and cognitive configuration of innovation networks between SMEs and public research organisations. The International Small Business Journal, 33(2), 169–193. https://doi.org/10.1177/0266242613485610
Min, S., Kim, J., & Sawng, Y. W. (2020). The effect of innovation network size and public R&D investment on regional innovation efficiency. Technological Forecasting and Social Change, 155, 119998. https://doi.org/10.1016/j.techfore.2020.119998
Mohannak, K. (2007). Innovation networks and capability building in the Australian high‐technology SMEs. European Journal of Innovation Management, 10(2), 236–251. https://doi.org/10.1108/14601060710745279
Molina-Morales, F. X. (2002). Industrial districts and innovation: The case of the Spanish ceramic tiles industry. Entrepreneurship & Regional Development, 14(4), 317–335. https://doi.org/10.1080/08985620210144992
Möller, K., & Halinen, A. (2017). Managing business and innovation networks – From strategic nets to business fields and ecosystems. Industrial Marketing Management, 67, 5–22. https://doi.org/10.1016/j.indmarman.2017.09.018
North, D. C. (1990). Institutions, institutional change, and economic performance. Cambridge University Press. https://doi.org/10.1017/CBO9780511808678
Ojasalo, J. (2008). Management of innovation networks: A case study of different approaches. European Journal of Innovation Management, 11(1), 51–86. https://doi.org/10.1108/14601060810845222
Oughton, C., Landabaso, M., & Morgan, K. (2002). The regional innovation paradox: Innovation policy and industrial policy. The Journal of Technology Transfer, 27, 97–110. https://doi.org/10.1023/A:1013104805703
Pejovich, S. (1999). The effects of the interaction of formal and informal institutions on social stability and economic development. Journal of Markets & Morality, 2(2), 164–181.
Pelkmans, J., & Renda, A. (2014). How can EU legislation enable and/or disable innovation. European Commission. https://ec.europa.eu/futurium/en/system/files/ged/39-how_can_eu_legislation_enable_and-or_disable_innovation.pdf
Phelps, E. S. (2013). Mass flourishing: How grassroots innovation created jobs, challenge, and change. Princeton University Press. https://doi.org/10.1515/9781400848294
Powell, W. W., & Grodal, S. (2005). Networks of innovators. In J. Fagerberg & D. C. Mowery (Eds.), The Oxford handbook of innovation (pp. 56–85). Oxford University Press. https://doi.org/10.1093/oxfordhb/9780199286805.003.0003
Rehm, S., V., Goel, L., & Junglas, I. (2016). Information management for innovation networks – an empirical study on the “who, what and how” in networked innovation. International Journal of Information Management, 36(3), 348–359. https://doi.org/10.1016/j.ijinfomgt.2015.11.004
Rodríguez-Pose, A., & Crescenzi, R. (2008). Research and development, spillovers, innovation systems, and the genesis of regional growth in Europe. Regional Studies, 42(1), 51–67. https://doi.org/10.1080/00343400701654186
Rubach, S., Hoholm, T., & Håkansson, H. (2017). Innovation networks or innovation within networks. IMP Journal, 11(2), 178–206. https://doi.org/10.1108/IMP-09-2015-0057
Rycroft, R. W. (2007). Does cooperation absorb complexity? Innovation networks and the speed and spread of complex technological innovation. Technological Forecasting and Social Change, 74(5), 565–578. https://doi.org/10.1016/j.techfore.2006.10.005
Salavisa, I., Sousa, C., & Fontes, M. (2012). Topologies of innovation networks in knowledge-intensive sectors: Sectoral differences in the access to knowledge and complementary assets through formal and informal ties. Technovation, 32(6), 380–399. https://doi.org/10.1016/j.technovation.2012.02.003
Sandberg, J., Holmström, J., Napier, N., & Levén, P. (2015). Balancing diversity in innovation networks: Trading zones in university-industry R&D collaboration. European Journal of Innovation Management, 18(1), 44–69. https://doi.org/10.1108/EJIM-09-2013-0088
Santos-Arteaga, F. J., Tavana, M., Torrecillas, C., & Di Caprio, D. (2020). Innovation dynamics and financial stability: A European Union perspective. Technological and Economic Development of Economy, 26(6), 1366–1398. https://doi.org/10.3846/tede.2020.13521
Sell, F. (2020). Static and dynamic price effects motivated by innovation and imitation: Novel insights using the Barone’s Curve. Contemporary Economics, 14(1), 73–89. https://doi.org/10.5709/ce.1897-9254.333
Shah, A., & Shah, S. (2006). The new vision of local governance and the evolving roles of local governments. In A. Shah (Ed.), Local governance in developing countries (pp. 1–46). World Bank. https://doi.org/10.1596/978-0-8213-6565-6
Shahzad, F., Xiu, G. Y., & Shahbaz, M. (2017). Organizational culture and innovation performance in Pakistan’s software industry. Technology in Society, 51, 66–73. https://doi.org/10.1016/j.techsoc.2017.08.002
Shazi, R., Gillespie, N., & Steen, J. (2015). Trust as a predictor of innovation network ties in project teams. International Journal of Project Management, 33(1), 81–91. https://doi.org/10.1016/j.ijproman.2014.06.001
Skardon, J. (2011). The role of trust in innovation networks. Procedia – Social and Behavioral Sciences, 26, 85–93. https://doi.org/10.1016/j.sbspro.2011.10.565
Sztompka, P. (2007). Worrying about trust. European Review, 15(2), 147–150. https://doi.org/10.1017/S1062798707000166
Taalbi, J. (2017). Development blocks in innovation networks The Swedish manufacturing industry. Journal of Evolutionary Economics, 27, 461–501. https://doi.org/10.1007/s00191-017-0491-y
Tidd, J. (2006). A review of innovation models. Imperial College London.
Van Hecke, T. (2012). Power study of ANOVA versus Kruskal-Wallis test. Journal of Statistics and Management Systems, 15(2–3), 241–247. https://doi.org/10.1080/09720510.2012.10701623
Wen, J., Deng, P., Zhang, Q., & Chang, C.-P. (2021). Is higher government efficiency bringing about higher innovation? Technological and Economic Development of Economy, 27(3), 626–655. https://doi.org/10.3846/tede.2021.14269
Williamson, O. (1993). Opportunism and its critics. Managerial and Decision Economics, 14(2), 97–107. https://doi.org/10.1002/mde.4090140203
Xu, Z., & Dobson, S. (2019). Challenges of building entrepreneurial ecosystems in peripheral places. Journal of Entrepreneurship and Public Policy, 8(3), 408–430. https://doi.org/10.1108/JEPP-03-2019-0023
Zeng, S., Xie, X., & Tam, C. (2010). Evaluating innovation capabilities for science parks: A system model. Technological and Economic Development of Economy, 16(3), 397–413. https://doi.org/10.3846/tede.2010.25