98
Views
0
CrossRef citations to date
0
Altmetric
Research Article

Knowledge flows and innovation: a pseudo-panel approach

, ORCID Icon &

References

  • Acosta, M., D. Coronado, E. Ferrándiz, and M. Manuel Jiménez. 2022. “Effects of Knowledge Spillovers Between Competitors on Patent Quality: What Patent Citations Reveal About a Global Duopoly.” The Journal of Technology Transfer 47 (5): 1451–1487. doi:10.1007/s10961-021-09879-w.
  • Acs, Z. J., D. B. Audretsch, and E. E. Lehmann. 2013. “The Knowledge Spillover Theory of Entrepreneurship.” Small Business Economics 41 (4): 757–774. doi:10.1007/s11187-013-9505-9.
  • Acs, Z. J., P. Braunerhjelm, D. B. Audretsch, and B. Carlsson. 2009. “The Knowledge Spillover Theory of Entrepreneurship.” Small Business Economics 32 (1): 15–30. doi:10.1007/s11187-008-9157-3.
  • Adobor, H. 2006. “Inter-Firm Collaboration: Configuration and Dynamics.” Competitiveness Review: An International Business Journal 16 (2): 122–134. doi:10.1108/cr.2006.16.2.122.
  • Akram, K., and R. P. Joseph. 2021. “External Knowledge Sourcing and Innovation in Family Firms.” VINE Journal of Information and Knowledge Management Systems 51 (3): 438–460. doi:10.1108/VJIKMS-09-2019-0143.
  • Aldieri, L., F. Carlucci, C. P. Vinci, and T. Yigitcanlar. 2019. “Environmental Innovation, Knowledge Spillovers and Policy Implications: A Systematic Review of the Economic Effects Literature.” Journal of Cleaner Production 239: 118051. doi:10.1016/j.jclepro.2019.118051.
  • Amato, S., F. Ricotta, and R. Basco. 2022. “Family-Managed Firms, External Sources of Knowledge and Innovation.” Industry and Innovation 29 (6): 701–733. doi:10.1080/13662716.2021.1976623.
  • Antonelli, C., and A. Colombelli. 2015. “External and Internal Knowledge in the Knowledge Generation Function.” Industry and Innovation 22 (4): 273–298. doi:10.1080/13662716.2015.1049864.
  • Antonelli, C., F. Crespi, and F. Quatraro. 2022. “Knowledge Complexity and the Mechanisms of Knowledge Generation and Exploitation: The European Evidence.” Research Policy 51 (8): 104081. doi:10.1016/j.respol.2020.104081.
  • Antonelli, C., and C. Fassio. 2016. “The Role of External Knowledge(s) in the Introduction of Product and Process Innovations.” R&D Management 46 (S3): 979–991. doi:10.1111/radm.12159.
  • Apa, R., V. De Marchi, R. Grandinetti, and R. S. Sedita. 2021. “University-SME Collaboration and Innovation Performance: The Role of Informal Relationships and Absorptive Capacity.” The Journal of Technology Transfer46 (4): 961–988. doi:10.1007/s10961-020-09802-9.
  • Asimakopoulos, G., A. J. Revilla, and K. Slavova. 2020. “External Knowledge Sourcing and Firm Innovation Efficiency.” British Journal of Management 31: 123–140. doi:10.1111/1467-8551.12367.
  • Audretsch, D. B., and M. Belitski. 2020. “The Role of R&D and Knowledge Spillovers in Innovation and Productivity.” European Economic Review 123: 103391. doi:10.1016/j.euroecorev.2020.103391.
  • Audretsch, D. B., and M. P. Feldman. 1996. “R&D Spillovers and the Geography of Innovation and Production.” The American Economic Review 86 (3): 630–640.
  • Baum, C. F., and A. Lewbel. 2019. “Advice on Using Heteroskedasticity-Based Identification.” The Stata Journal 19 (4): 757–767. doi:10.1177/1536867X19893614.
  • Bedford, D., J. Bisbe, and B. Sweeney. 2022. “Enhancing External Knowledge Search: The Influence of Performance Measurement System Design on the Absorptive Capacity of Top Management Teams.” Technovation 118: 102586. doi:10.1016/j.technovation.2022.102586.
  • Bigliardi, B., G. Ferraro, S. Filippelli, and F. Galati. 2021. “The Past, Present and Future of Open Innovation.” European Journal of Innovation Management 24 (4): 1130–1161. doi:10.1108/EJIM-10-2019-0296.
  • Branstetter, L. 2006. “Is Foreign Direct Investment a Channel of Knowledge Spillovers? Evidence from Japan’s FDI in the United States.” Journal of International Economics 68 (2): 325–344. doi:10.1016/j.jinteco.2005.06.006.
  • Browning, M., A. Deaton, and M. Irish. 1985. “A Profitable Approach to Labor Supply and Commodity Demands Over the Life-Cycle.” Econometrica 53 (3): 503–543. doi:10.2307/1911653.
  • Brunswicker, S., and H. Chesbrough. 2018. “The Adoption of Open Innovation in Large Firms.” Research-Technology Management 61 (1): 35–45. doi:10.1080/08956308.2018.1399022.
  • Brunswicker, S., and W. Vanhaverbeke. 2015. “Open Innovation in Small and Medium-Sized Enterprises (SMEs): External Knowledge Sourcing Strategies and Internal Organizational Facilitators.” Journal of Small Business Management 53 (4): 1241–1263. doi:10.1111/jsbm.12120.
  • Cappelli, R., D. Czarnitzki, and K. Kraft. 2014. “Sources of Spillovers for Imitation and Innovation.” Research Policy 43 (1): 115–120. doi:10.1016/j.respol.2013.07.016.
  • Cassiman, B., and R. Veugelers. 2002. “R&D Cooperation and Spillovers: Some Empirical Evidence from Belgium.” The American Economic Review 92 (4): 1169–1184. doi:10.1257/00028280260344704.
  • Cassiman, B., and R. Veugelers. 2006. “In Search of Complementary in Innovation Strategy: Internal R&D and External Knowledge Acquisition.” Management Science 52 (1): 68–82. doi:10.1287/mnsc.1050.0470.
  • Chen, Y., W. Vanhaverbeke, and J. Du. 2016. “The Interaction Between Internal R&D and Different Types of External Knowledge Sourcing: An Empirical Study of Chinese Innovative Firms.” R&D Management 46 (3): 1006–1023. doi:10.1111/radm.12162.
  • Chesbrough, H. 2003. Open Innovation: The New Imperative for Creating and Profiting from Technology. Boston: Harvard Business School Press.
  • Chesbrough, H. 2004. “Managing Open Innovation.” Research-Technology Management 47 (1): 23–26. doi:10.1080/08956308.2004.11671604.
  • Chesbrough, H., and M. Bogers. 2014. “Explicating Open Innovation: Clarifying an Emerging Paradigm for Understanding Innovation.” In New Frontiers in Open Innovation, edited by H. Chesbrough, W. Vanhaverbeke, and J. West, 3–28, p. 17. Oxford: Oxford University Press.
  • Chesbrough, H., and A. K. Crowther. 2006. “Beyond High Tech: Early Adopters of Open Innovation in Other Industries.” R&D Management 36 (3): 229–236. doi:10.1111/j.1467-9310.2006.00428.x.
  • Cohen, W. M., and D. A. Levinthal. 1989. “Innovation and Learning: The Two Faces of R&D.” The Economic Journal 99 (397): 569–596. doi:10.2307/2233763.
  • Cohen, W. M., and D. A. Levinthal. 1990. “Absorptive Capacity: A New Perspective on Learning and Innovation.” Administrative Science Quarterly 35 (1): 128–152. doi:10.2307/2393553.
  • Corsino, M., M. Mariani, and S. Torrisi. 2019. “Firm Strategic Behavior and the Measurement of Knowledge Flows with Patent Citations.” Strategic Management Journal 40 (7): 1040–1069. doi:10.1002/smj.3016.
  • Courtemanche, C., J. C. Pinkston, and J. Stewart. 2021. “Time Spent Exercising and Obesity: An Application of Lewbel’s Instrumental Variables Method.” Economics & Human Biology 41: 100940. doi:10.1016/j.ehb.2020.100940.
  • Deaton, A. 1985. “Panel Data from Time Series of Cross Sections.” Journal of Econometrics 30 (1–2): 109–126. doi:10.1016/0304-4076(85)90134-4.
  • Dekhil, R., and C. Bianchi. 2023. “Creative Destruction and Creative Accumulation Strategies in Transition Countries: Are There Complementary Effects on firms’ Productivity?” Innovation and Development 1–22. doi:10.1080/2157930X.2022.2162226.
  • De Marchi, V., and G. Gereffi. 2023. “Using the Global Value Chain Framework to Analyse and Tackle Global Environmental Crises.” Journal of Industrial and Business Economics 50: 149–159. doi:10.1007/s40812-022-00253-x.
  • De Zubielqui, G. C., J. Jones, and L. Lester. 2016. “Knowledge Inflows from Market-And Science-Based Actors, Absorptive Capacity, Innovation and Performance: A Study of SMEs.” International Journal of Innovation Management 20 (6): 1–31. doi:10.1142/S1363919616500559.
  • Díaz-Díaz, N. L., and P. de Saá Pérez. 2014. “The Interaction Between External and Internal Knowledge Sources: An Open Innovation View.” Journal of Knowledge Management 18 (2): 430–446. doi:10.1108/JKM-07-2013-0257.
  • Dimakopoulou, A. G., N. Chatzistamoulou, K. Kounetas, and K. Tsekouras. 2022. “Environmental Innovation and R&D Collaborations: Firm Decisions in the Innovation Efficiency Context.” The Journal of Technology Transfer 1–30. doi:10.1007/s10961-022-09963-9.
  • Doloreux, D., and R. Shearmur. 2013. “Innovation Strategies: Are Knowledge-Intensive Business Services Just Another Source of Information.” Industry and Innovation 20 (8): 719–738. doi:10.1080/13662716.2013.856623.
  • Escribano, A., A. Fosfuri, and J. A. Tribó. 2009. “Managing External Knowledge Flows: The Moderating Role of Absorptive Capacity.” Research Policy 38 (1): 96–105. doi:10.1016/j.respol.2008.10.022.
  • Fosfuri, A., and J. A. Tribó. 2008. “Exploring the Ancedents of Potential Absorptive Capacity and Its Impact on Innovation Performance.” Omega 36 (2): 173–187. doi:10.1016/j.omega.2006.06.012.
  • Gardes, F., G. Duncan, P. Gaubert, M. Gurgand, and C. Starzec. 2005. “Panel and Pseudo-Panel Estimation of Cross-Sectional and Time Series Elasticities of Food Consumption: The Case of U.S. and Polish Data.” Journal of Business & Economic Statistics 23 (2): 242–253. doi:10.1198/073500104000000587.
  • Ghisetti, C., A. Marzucchi, and S. Montresor. 2015. “The Open-Innovation Mode. An Empirical Investigation of Eleven European Countries.” Research Policy 44 (5): 1080–1093. doi:10.1016/j.respol.2014.12.001.
  • Grandinetti, R. 2016. “Absorptive Capacity and Knowledge Management in Small and Medium Enterprises.” Knowledge Management Research & Practice 14 (2): 159–168. doi:10.1057/kmrp.2016.2.
  • Guillerm, M. 2017. “Les méthodes de pseudo-panel et un exemple d’application aux données du patrimoine.” Economie et Statistique/Economics and Statistics 491–492 (491–492): 119–140. doi:10.24187/ecostat.2017.491d.1908.
  • International Monetary Fund. 2019. World Economic Outlook: Growth Slowdown, Precarious Recovery. Washington. https://www.imf.org/en/Publications/SPROLLs/world-economic-outlook-databases#sort=%40imfdate%20descending
  • Laursen, K., and A. Salter. 2006. “Open for Innovation: The Role of Openness in Explaining Innovation Performance Among U.K. Manufacturing Firms.” Strategic Management Journal 27 (2): 131–150. doi:10.1002/smj.507.
  • Lepore, D., C. Vecciolini, A. Micozzi, and F. Spigarelli. 2023. “Developing Technological Capabilities for Industry 4.0 Adoption: An Analysis of the Role of Inbound Open Innovation in Small and Medium‐sized Enterprises.” Creativity and Innovation Management. doi:10.1111/caim.12551.
  • Levin, R. C., and P. C. Reiss. 1988. “Cost-Reducing and Demand-Creating R&D with Spillovers.” The Rand Journal of Economics 19 (4): 538–556. doi:10.2307/2555456.
  • Lewbel, A. 2012. “Using Heteroscedasticity to Identify and Estimate Mismeasured and Endogenous Regressor Models.” Journal of Business & Economic Statistics 30 (1): 67–80. doi:10.1080/07350015.2012.643126.
  • Martin, P., T. Mayer, and F. Mayneris. 2011. “Spatial Concentration and Plant-Level Productivity in France.” Journal of Urban Economics 69 (2): 182–195. doi:10.1016/j.jue.2010.09.002.
  • McKenzie, D. J. 2004. “Asymptotic Theory for Heterogeneous Dynamic Pseudo-Panels.” Journal of Econometrics 120 (2): 235–262. doi:10.1016/S0304-4076(03)00213-6.
  • Medase, S. K., and S. Abdul-Basit. 2020. “External Knowledge Modes and Firm-Level Innovation Performance: Empirical Evidence from Sub-Saharan Africa.” Journal of Innovation & Knowledge 5 (2): 81–95. doi:10.1016/j.jik.2019.08.001.
  • Meyer, K. E., and E. Sinani. 2009. “When and Where Does Foreign Direct Investment Generate Positive Spillovers? A Meta-Analysis.” Journal of International Business Studies 40 (7): 1075–1094. doi:10.1057/jibs.2008.111.
  • Moffitt, R. 1993. “Identification and Estimation of Dynamic Models with a Time Series of Repeated Cross-Sections.” Journal of Econometrics 59 (1–2): 99–123. doi:10.1016/0304-4076(93)90041-3.
  • Nguyen Duong, P. A., W. Voordeckers, J. Huybrechts, and F. Lambrechts. 2022. “On External Knowledge Sources and Innovation Performance: Family versus Non-Family Firms.” Technovation 114: 102448. doi:10.1016/j.technovation.2021.102448.
  • Nieto, M., and P. Quevedo. 2005. “Absorptive Capacity, Technological Opportunity, Knowledge Spillovers, and Innovative Effort.” Technovation 25 (10): 1141–1157. doi:10.1016/j.technovation.2004.05.001.
  • Nooteboom, B. 2000. “Learning by Interaction: Absorptive Capacity, Cognitive Distance and Governance.” Journal of Management & Governance 4 (1): 69–92. doi:10.1023/A:1009941416749.
  • Obradović, T., B. Vlačić, and M. Dabić. 2021. “Open Innovation in the Manufacturing Industry: A Review and Research Agenda.” Technovation 102: 102221. doi:10.1016/j.technovation.2021.102221.
  • OECD. 2005. Guidelines for Collecting and Interpreting Innovation Data — the Oslo Manual. 3rd ed. Paris: OECD Publishing.
  • OECD. 2018. Oslo Manual: Guidelines for Collecting, Reporting and Using Data on Innovation. Fourth ed. Paris: OECD Publishing.
  • Rodríguez, A., V. Hernández, and M. J. Nieto. 2022. “International and Domestic External Knowledge in the Innovation Performance of Firms from Transition Economies: The Role of Institutions.” Technological Forecasting and Social Change 176: 121442. doi:10.1016/j.techfore.2021.121442.
  • Scuotto, V., O. Beatrice, C. Valentina, M. Nicotra, L. Di Gioia, and M. F. Briamonte. 2020. “Uncovering the Micro-Foundations of Knowledge Sharing in Open Innovation Partnerships: An Intention-Based Perspective of Technology Transfer.” Technological Forecasting and Social Change 152: 119906. doi:10.1016/j.techfore.2019.119906.
  • Sengupta, A., and V. Sena. 2020. “Impact of Open Innovation on Industries and Firms – a Dynamic Complex Systems View.” Technological Forecasting and Social Change 159: 120199. doi:10.1016/j.techfore.2020.120199.
  • Sjoerdsma, M., and A. J. van Weele. 2015. “Managing Supplier Relationships in a New Product Development Context.” Journal of Purchasing and Supply Management 21 (3): 192–203. doi:10.1016/j.pursup.2015.05.002.
  • Soosay, C. A., P. W. Hyland, and M. Ferrer. 2008. “Supply Chain Collaboration: Capabilities for Continuous Innovation.” Supply Chain Management: An International Journal 13 (2): 160–169. doi:10.1108/13598540810860994.
  • Tödtling, F., M. Grillitsch, and C. Höglinger. 2012. “Knowledge Sourcing and Innovation in Austrian ICT Companies-How Does Geography Matter?” Industry and Innovation 19 (4): 327–348. doi:10.1080/13662716.2012.694678.
  • Triguero, A., and S. Fernández. 2018. “Determining the Effects of Open Innovation: The Role of Knowledge and Geographical Spillovers.” Regional Studies 52 (5): 632–644. doi:10.1080/00343404.2017.1395004.
  • Tsai, K. H., and J. C. Wang. 2008. “External Technology Acquisition and Firm Performance: A Longitudinal Study.” Journal of Business Venturing 23 (1): 91–112. doi:10.1016/j.jbusvent.2005.07.002.
  • Verbeek, M. 2008. “Pseudo-Panels and Repeated Cross-Sections.” In The Econometrics of Panel Data: Fundamentals and Recent Developments in Theory and Practice, edited by L. Mátyás and P. Sevestre, 369–383. Berlin, Heidelberg: Springer.
  • Veugelers, R. 1997. “Internal R&D Expenditures and External Technology Sourcing.” Research Policy 26 (3): 303–315. doi:10.1016/S0048-7333(97)00019-X.
  • Vivas, C., and A. Barge‐gil. 2015. “Impact on Firms of the Use of Knowledge External Sources: A Systematic Review of the Literature.” Journal of Economic Surveys 29 (5): 943–964.
  • von Hippel, E. A. 1978. “Users as Innovators.” Technology Review 80 (3): 3–11.
  • von Hippel, E. A. 2009. “Democratizing Innovation: The Evolving Phenomenon of User Innovation.” International Journal of Innovation Science 1 (1): 29–40. doi:10.1260/175722209787951224.
  • Zahra, S. A., and G. George. 2002. “Absorptive Capacity: A Review, Reconceptualization, and Extension.” Academy of Management Review 27 (2): 185–203. doi:10.2307/4134351.
  • Zhao, Y., and M. Lavin. 2012. “An Empirical Study of Knowledge Transfer in Working Relationships with Suppliers in New Product Development.” International Journal of Innovation Management 16 (2): 1250013. doi:10.1142/S1363919612003782.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.