Modeling risky portfolios with guaranteed maximize returns under a patent race
Vol 8, Issue 11, 2024
VIEWS - 670 (Abstract)
Abstract
This paper studies the patent race problem of communication enterprises investing in communication technologies, and constructs a portfolio optimization model which considers the expected returns, investment risks, and replacement costs, in order to achieve the dual goals of maximizing the net investment income of backward enterprises and minimizing the expected investment risk. Through numerical experimental analysis, the optimal investment portfolio strategy under different risk levels and the impact of different risk levels on the net income of lagging company are obtained. The research results show that due to the backward research in the first stage of the backward enterprises, when their own investment decision-making power is relatively high, they can focus on the development of self-interested key technology areas in order to achieve the victory of the patent race.
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- Agrawal, A., McHale, J., & Oettl, A. (2024). Artificial intelligence and scientific discovery: A model of prioritized search. Research Policy, 53(5), 104989. https://doi.org/10.1016/j.respol.2024.104989
- Banerjee T, Sengupta A. Believe It or Not: Strategic Licensing Makes R&D Alliance Profitable. The BE Journal of Economic Analysis & Policy, 19.
- Beauchêne, D. (2019). Is ambiguity aversion bad for innovation? Journal of Economic Theory, 183, 1154-1176. https://doi.org/10.1016/j.jet.2019.07.015
- Denicolò, V. (2000). Two-Stage Patent Races and Patent Policy. The RAND Journal of Economics, 31(3), 488-501. https://doi.org/10.2307/2600997
- Dong T. (2018). High-value patents provide inexhaustible new power for enterprise transformation and upgrading. China Science and Technology Industry, (7), 78-8.
- Fama, E. F., & French, K. R. (1993). Common risk factors in the returns on stocks and bonds. Journal of Financial Economics, 33(1), 3-56. https://doi.org/10.1016/0304-405X(93)90023-5
- Fazari, H. A., & Teng, J. (2020). A model of duopolistic patent contest with private provisions of industry collective goods. J. for Global Business Advancement, 13(1), 70-87. https://doi.org/10.1504/JGBA.2020.109146
- Feng, H., Feng, J. L., & Liu, Z. M. (2002). Research on R&D investment strategy of enterprises in two-stage patent race. Formation Technology and Production Modernization, 28-32.
- Gao, S. X., Jiang, X, Fan, C. Z. (2005). Patent Competition Theory and Strategy for Enterprisese. Science Press.
- Gârleanu, N., Panageas, S., & Yu, J. (2012). Technological Growth and Asset Pricing. The Journal of Finance, 67(4), 1265-1292. https://doi.org/10.1111/j.1540-6261.2012.01747.x
- Gilbert, R. J., & Newbery, D. M. (1982). Preemptive Patenting and the Persistence of Monopoly. The American Economic Review, 72, 514-526.
- Green, J. R., & Scotchmer, S. (1995). On the Division of Profit in Sequential Innovation. The RAND Journal of Economics, 26(1), 20-33. https://doi.org/10.2307/2556033
- Hsu, P. H., & Huang, D. (2010). Technology prospects and the cross-section of stock returns. Journal of Empirical Finance, 17(1), 39-53. https://doi.org/10.1016/j.jempfin.2009.08.001
- Kabongo, J. D. (2018). Sustainable development and research and development intensity in US manufacturing firms. Business Strategy and the Environment, 28, 556-566. https://doi.org/10.1002/bse.2264
- Kim, W., & Koo, B. (2012). A Patent System with a Contingent Delegation Fee under Asymmetric Information. The B.E. Journal of Economic Analysis & Policy, 12(1).
- Lee, Y. G., Park, K., Kim, H. J., & Cho, S.-H. (2022). Creating portfolios of firm-specific energy R&D investment under market uncertainty. Energy & Environment, 0958305X2210924. https://doi.org/10.1177/0958305X221092401
- Leung, C. M., & Kwok, Y. K. (2012). Patent-investment games under asymmetric information. European Journal of Operational Research, 223(2), 441-451. https://doi.org/10.1016/j.ejor.2012.06.033
- Li, Y., Wu, Z. (2019). Research on venture capital, industry experience and patent portfolio strategy of startups. Science and Technology Progress and Countermeasures, 36(02), 86-95.
- Liang, X. F. (1988). New advances in technology innovation incentive theory and its implications. Research and Development Management, 1-4.
- Mao, H., Johnston, L. A., & Yin, Z. (2019). The self-reported patent quality of Chinese firms: Motivation source and technology accumulation effects analysis. The Singapore Economic Review, 64(04), 939-960. https://doi.org/10.1142/S0217590817450114
- Mao, L., Li Q., & Chen L. Z. (2021). Modern wireless communication technology development status and trend. Electronic Technology and Software Engineering, (10), 23-24.
- Parello, C. P. (2015). Model of corporate intelligence, secrecy, and economic growth: Corporate intelligence, secrecy and growth. International Journal of Economic Theory, 11(2), 205-229. https://doi.org/10.1111/ijet.12061
- Park, W. G. (2008). International patent protection: 1960-2005. Research Policy, 37(4), 761-766. https://doi.org/10.1016/j.respol.2008.01.006
- Ren, F. (2022). The use of information communication technology in artificial intelligence. Chang jiang Information Communication, 35(09): 95-97.
- Scotchmer, S. (1996). Protecting Early Innovators: Should Second-Generation Products be Patentable? The RAND Journal of Economics, 27(2), 322-331. https://doi.org/10.2307/2555929
- Tang, C. C. (2023). Enterprise patent mining and layout practice. Industrial Innovation Research, 104(03), 174-176.
- Thompson, N. C., & Kuhn, J. M. (2020). Does Winning a Patent Race lead to more follow-on Innovation? Journal of Legal Analysis, 12, 183-220. https://doi.org/10.1093/jla/laaa001
- Wang, S., Deng, S., Wang, H., Lv, J. (2018). A review of research on the strategic use and management of enterprise patents under patent competition. Soft Science, 32(05): 59-62.
- Wu, Y. C. (2022). Introduction to the development and application of communication technology. Electronic Components and Information Technology, 6(11): 169-172.
- Yang, Y., Fan, X. (2023). The impact of innovation capability of strategic emerging enterprises on venture capital from the perspective of patent signals. Science and Technology Progress and Countermeasures. https://doi.org/10.1080/09537325.2023.2290160
- Yuan, D. (2013). Research on R&D investment strategies of asymmetric duopoly firms in patent race. Hefei University of Technology.
- Yuan, X., & Hou, F. (2024). What factors affect the emergence of patent thickets: the evidence from China. Technology Analysis & Strategic Management, 1-18. https://doi.org/10.1080/09537325.2024.2304701
- Zhong, H. (2019). A few suggestions for patent investment risks in universities. Legal Expo, (06), 278.
DOI: https://doi.org/10.24294/jipd.v8i11.8794
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