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Patents, R&D and lag effects: evidence from flexible methods for count panel data on manufacturing firms

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  • Shiferaw Gurmu
  • Fidel Pérez-Sebastián

Abstract

Hausman, Hall and Griliches (1984) and Hall, Griliches and Hausman (1986) investigated whether there was a lag in the patent-R&D relationship for the U.S. manufacturing sector using 1970¿s data. They found that there was little evidence of anything but contemporaneous movement of patents and R&D. We reexamine this important issue employing new longitudinal patent data at the firm level for the U.S. manufacturing sector from 1982 to 1992. To address unique features of the data, we estimate various distributed lag and dynamic multiplicative panel count data models. The paper also develops a new class of count panel data models based on series expansion of the distribution of individual effects. The empirical analyses show that, although results are somewhat sensitive to different estimation methods, the contemporaneous relationship between patenting and R&D expenditures continues to be rather strong, accounting for over 60% of the total R&D elasticity. Regarding the lag structure of the patents-R&D relationship, we do find a significant lag in all empirical specifications. Moreover, the estimated lag effects are higher than have previously been found, suggesting that the contribution of R&D history to current patenting has increased from the 1970¿s to the 1980¿s.
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  • Shiferaw Gurmu & Fidel Pérez-Sebastián, 2008. "Patents, R&D and lag effects: evidence from flexible methods for count panel data on manufacturing firms," Empirical Economics, Springer, vol. 35(3), pages 507-526, November.
  • Handle: RePEc:spr:empeco:v:35:y:2008:i:3:p:507-526
    DOI: 10.1007/s00181-007-0176-8
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    7. Andrea Bastianin & Paolo Castelnovo & Massimo Florio & Anna Giunta, 2019. "Technological Learning and Innovation Gestation Lags at the Frontier of Science: from CERN Procurement to Patent," Papers 1905.09552, arXiv.org.
    8. Laurence Jacquet & Stéphane Robin, 2021. "R&D Tax Credits across the European Union:Divergences and convergence," THEMA Working Papers 2021-14, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
    9. Valacchi, Giulia & Doytch, Nadia & Yonzan, Nishant, 2021. "Impact of outward foreign direct investments on patent activity of Greenfield multinationals," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
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    14. Hagedoorn, John & Wang, Ning, 2012. "Is there complementarity or substitutability between internal and external R&D strategies?," Research Policy, Elsevier, vol. 41(6), pages 1072-1083.
    15. Rodil, Óscar & Vence, Xavier & Sánchez, María del Carmen, 2016. "The relationship between innovation and export behaviour: The case of Galician firms," Technological Forecasting and Social Change, Elsevier, vol. 113(PB), pages 248-265.
    16. Qiang Liang & Xinchun Li & Xueru Yang & Danming Lin & Danhui Zheng, 2013. "How does family involvement affect innovation in China?," Asia Pacific Journal of Management, Springer, vol. 30(3), pages 677-695, September.
    17. Edeh, Jude & Prévot, Frédéric, 2024. "Beyond funding: The moderating role of firms' R&D human capital on government support and venture capital for regional innovation in China," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
    18. Almodóvar, Paloma & Nguyen, Quyen T.K. & Verbeke, Alain, 2021. "An integrative approach to international inbound sources of firm-level innovation," Journal of World Business, Elsevier, vol. 56(3).
    19. María Dolores Furió & Vicente Meneu, 2009. "Expectations and Forward Risk Premium in the Spanish Power Market," Working Papers. Serie AD 2009-02, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
    20. Giulia Valacchi & Julio Raffo & Alica Daly & David Humphreys, 2023. "Mining innovation and economic cycles: how commodity prices affect mining related patenting?," Mineral Economics, Springer;Raw Materials Group (RMG);Luleå University of Technology, vol. 36(3), pages 437-461, September.
    21. Andrea Bastianin & Paolo Castelnovo & Massimo Florio & Anna Giunta, 2022. "Big science and innovation: gestation lag from procurement to patents for CERN suppliers," The Journal of Technology Transfer, Springer, vol. 47(2), pages 531-555, April.
    22. Yoshitsugu Kitazawa, 2012. "An improved theoretical ground for the linear feedback model and a new indicator," Discussion Papers 58, Kyushu Sangyo University, Faculty of Economics.
    23. Baocheng He & Jiawei Wang & Jiaoyang Wang & Kun Wang, 2018. "The Impact of Government Competition on Regional R&D Efficiency: Does Legal Environment Matter in China’s Innovation System?," Sustainability, MDPI, vol. 10(12), pages 1-18, November.

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    More about this item

    Keywords

    Innovative activity; Patents and R&D; Individual effects; Count panel data methods; C20; O30;
    All these keywords.

    JEL classification:

    • C20 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - General
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General

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