International R&D Partnerships Between Companies: A Computational Study




R&D partnerships, Economic development, Organizational identity


This paper contributes to the empirical study of the cooperation of companies in research and development (R&D). The contribution is based primarily on the consideration of all industrial sectors under all types of agreements at the domestic and international levels. The outcomes suggest that active companies in the cooperation system played an important role in forming overlapping structures. In particular, the cooperation of those companies included domestic and international agreements and served multiple sectors.


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M. Alghamdi, Economic returns in forming stable R&D networks, SpringerPlus 5 (2016), Article number: 1570, DOI: 10.1186/s40064-016-3260-8.

K. J. Arrow, Classificatory notes on the production and transmission of technological knowledge, The American Economic Review 59(2) (1969), 29 – 35, URL:

R. Belderbos, M. Carree and B. Lokshin, Cooperative R&D and firm performance, Research Policy 33(10) (2004), 1477 – 1492, DOI: 10.1016/j.respol.2004.07.003.

Y. Caloghirou, S. Ioannides and N. S. Vonortas, Research joint ventures, Journal of Economic Surveys 17(4) (2003), 541 – 570, DOI: 10.1111/1467-6419.00204.

C. Conti and M. A. Marini, Are you the right partner? R&D agreement as a screening device, Economics of Innovation and New Technology 28(3) (2019), 243 – 264, DOI: 10.1080/10438599.2018.1466471.

R. Cowan and N. Jonard, The dynamics of collective invention, Journal of Economic Behavior & Organization 52(4) (2003), 513 – 532, DOI: 10.1016/S0167-2681(03)00091-X.

C. D’Aspremont and A. Jacquemin, Cooperative and noncooperative R&D in duopoly with spillovers, The American Economic Review 78 (1988), 1133 – 1137, URL:

F. Deroian, Dissemination of spillovers in cost-reducing alliances, Research in Economics 62(1) (2008), 34 – 44, DOI: 10.1016/j.rie.2007.12.004.

M. A. Desai, C. F. Foley and J. R. Hines Jr., The costs of shared ownership: Evidence from international joint ventures, Journal of Financial Economics 73(2) (2004), 323 – 374, DOI: 10.1016/j.jfineco.2003.07.001.

E. Eerola and N. Määttänen, Strategic alliances, joint investments, and market structure, International Journal of Industrial Organization 22(2) (2004), 241 – 251, DOI: 10.1016/j.ijindorg.2003.09.001.

L. Fleming, C. King, III and A. I. Juda, Small worlds and regional innovation, Organization Science 18(6) (2007), 885 – 1027, DOI: 10.1287/orsc.1070.0289.

S. Goyal and J. Moraga-Gonzalez, R&D networks, RAND Journal of Economics 32(4) (2001), 686 – 707, DOI: 10.2307/2696388.

S. Goyal and S. Joshi, Networks of collaboration in oligopoly, Games and Economic Behavior 43(1) (2003), 57 – 85, DOI: 10.1016/S0899-8256(02)00562-6.

G. Grandjean and W. Vergote, Network formation among rivals, USL-B-Université Saint-Louis, Mimeo, 40 pages (2015), URL:

J. Hagedoorn and J. Schakenraad, The effect of strategic technology alliances on company performance, Strategic Management Journal 15(4) (1994), 291 – 309, DOI: 10.1002/smj.4250150404.

J. Hagedoorn and M. van Ekert, The Cooperative Agreements and Technology Indicators Database, MERIT Maastricht University, Maastricht (2002).

R. Hernán, P. L. Marín and G. Siotis, An empirical evaluation of the determinants of research joint venture formation, The Journal of Industrial Economics 51(1) (2003), 75 – 89, DOI: 10.1111/1467-6451.00192.

M. I. Kamien, E. Muller and I. Zang, Research joint ventures and R&D cartels, American Economic Review 82(5) (1992), 1293 – 1306.

S. Kobayashi, On a dynamic model of cooperative and noncooperative R and D in oligopoly with spillovers, Dynamic Games and Applications 5(4) (2015), 599 – 619, DOI: 10.1007/s13235-014-0117-z.

S. S. Levine and M. J. Prietula, How knowledge transfer impacts performance: a multilevel model of benefits and liabilities, Organization Science 23(6) (2012), 1523 – 1783, DOI: 10.1287/orsc.1110.0697.

P. W. Liesch, L. S. Welch and P. J. Buckley, Risk and uncertainty in internationalisation and international entrepreneurship studies, in: The Multinational Enterprise and the Emergence of the Global Factory, Palgrave Macmillan, London (2014), DOI: 10.1057/9781137402387_3.

A. López, Determinants of R&D cooperation: Evidence from Spanish manufacturing firms, International Journal of Industrial Organization 26(1) (2008), 113 – 136, DOI: 10.1016/j.ijindorg.2006.09.006.

L. Miotti and F. Sachwald, Co-operative R&D: Why and with whom?: An integrated framework of analysis, Research Policy 32(8) (2003), 1481 – 1499, DOI: 10.1016/S0048-7333(02)00159-2.

P. Morone and R. Taylor, Knowledge diffusion dynamics and network properties of face-to-face interactions, Journal of Evolutionary Economics 14(3) (2004), 327 – 351, DOI: 10.1007/s00191-004-0211-2.

M. Mueller, K. Bogner, T. Buchmann and M. Kudic, The effect of structural disparities on knowledge diffusion in networks: An agent-based simulation model, Journal of Economic Interaction and Coordination 12(3) (2017), 613 – 634, DOI: 10.1007/s11403-016-0178-8.

R. Narula, R&D Collaboration by SMEs: Some Analytical Issues and Evidence, in: Cooperative Strategies and Alliances, F. Contractor and A. Lorange (editors), Pergamon Press, Oxford (2002).

B. Nooteboom, Innovation and inter-firm linkages: New implications for policy, Research Policy 28(8) (1999), 793 – 805, DOI: 10.1016/S0048-7333(99)00022-0.

E. Petrakis and N. Tsakas, The effect of entry on R&D networks, The RAND Journal of Economics 49(3) (2018), 706 – 750, DOI: 10.1111/1756-2171.12250.

L.-H. Röller, R. Siebert and M. Tombak, Why Firms Form Research Joint Ventures: Theory and Evidence, CEPR Discussion Papers 1654, C.E.P.R. Discussion Papers (1997).

M. P. Schlaile, Jo. Zeman and M. Mueller, It’s a match! Simulating compatibility-based learning in a network of networks, in: Memetics and Evolutionary Economics. Economic Complexity and Evolution, M. P. Schlaile (editor), Springer, Cham. (2021), DOI: 10.1007/978-3-030-59955-3_5.

D. B. Silipo, Incentives and forms of cooperation in research and development, Research in Economics 62(2) (2008), 101 – 119, DOI: 10.1016/j.rie.2008.04.003.

K. Suzumura, Cooperative and noncooperative R&D in an oligopoly with spillovers, The American Economic Review 82(3) (1992), 1307 – 1320, URL:

M. V. Tomasello, M. Napoletano, A. Garas and F. Schweitzer, The rise and fall of R&D networks, Industrial and Corporate Change 26(4) (2017), 617 – 646, DOI: 10.1093/icc/dtw041.

B. B. Tyler and H. K. Steensma, Evaluating technological collaborative opportunities: A cognitive modeling perspective, Strategic Management Journal 16 (S1), 43 – 70, DOI: 10.1002/smj.4250160917.

N. S. Vonortas, Multimarket contact and inter-firm cooperation in R&D, in: Capitalism and Democracy in the 21st Century, D. C. Mueller and D. C. Cantner (editors), Physica, Heidelberg (2001), DOI: 10.1007/978-3-662-11287-8_13.

H. Wang, J. Wang, L. Ding and W. Wei, Knowledge transmission model with consideration of self-learning mechanism in complex networks, Applied Mathematics and Computation 304 (2017), 83 – 92, DOI: 10.1016/j.amc.2017.01.020.

B. Westbrock, Natural concentration in industrial research collaboration, The RAND Journal of Economics 41(2) (2010), 351 – 371, DOI: 10.1111/j.1756-2171.2010.00103.x.

Y. Zhang and N. Yang, Development of a mitigation strategy against the cascading propagation of risk in R&D network, Safety Science 68 (2014), 161 – 168, DOI: 10.1016/j.ssci.2014.04.006.

A. Zhang and Y. Zhang, Rivalry between strategic alliances, International Journal of Industrial Organization 24(2) (2006), 287 – 301, DOI: 10.1016/j.ijindorg.2005.04.005.

Q. Zhou, T. Li, W. Yang and L. Wang, Investment decision model of industrial technologies and innovation strategic alliance regarding conflict based on plant growth simulation algorithm, Applied Mathematics & Information Sciences 8(3) (2014), 1369 – 1375, DOI: 10.12785/amis/080354.

J. Zhou, W. Zhou, T. Chu, Y.-X. Chang and M.-J. Huang, Bifurcation, intermittent chaos and multistability in a two-stage Cournot game with R&D spillover and product differentiation, Applied Mathematics and Computation 341 (2019), 358 – 378, DOI: 10.1016/j.amc.2018.09.004.

S. Ziss, Strategic R&D with spillovers, collusion and welfare, The Journal of Industrial Economics 42(4) (1994), 375 – 393, DOI: 10.2307/2950444.




How to Cite

Alghamdi, M. (2024). International R&D Partnerships Between Companies: A Computational Study. Communications in Mathematics and Applications, 14(5), 1889–1907.



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