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Beyond Patents: R&D, Capital, and the Productivity Puzzle in Early-Stage High-Tech Firms

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  • Victor

    (Xucheng)

  • CHEN

Abstract

This study investigates the relationship between innovation activities and firm-level productivity among early-stage high-tech startups in China. Using a proprietary dataset encompassing patent records, R&D expenditures, capital valuation, and firm performance from 2020 to 2024, we examine whether and how innovation, measured by patents and R&D input, translates into economic output. Contrary to established literature, we find that patent output does not significantly contribute to either income or profit among the sampled firms. Further investigation reveals that patents may primarily serve a signaling function to external investors and policymakers, rather than reflecting true innovative productivity. In contrast, R&D expenditure shows a consistent and positive association with firm performance. Through mechanism analysis, we explore three channels (organizational environment, employee quality, and policy-driven incentives) to explain the impact of R&D, identifying capital inflow and valuation as key drivers of R&D investment. Finally, heterogeneity analysis indicates that the effects of R&D are more pronounced in sub-industries such as smart terminals and digital creativity, and for firms based in Shenzhen. Our findings challenge the prevailing assumption that patent output is a universal indicator of innovation success and underscore the context-dependent nature of innovation-performance linkages in emerging markets.

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  • Victor & CHEN, 2025. "Beyond Patents: R&D, Capital, and the Productivity Puzzle in Early-Stage High-Tech Firms," Papers 2507.18227, arXiv.org.
    • Handle: RePEc:arx:papers:2507.18227
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    References listed on IDEAS

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    1. Iain Cockburn & Megan MacGarvie & John McKeon, 2023. "Canada’s Patent Productivity Paradox: Recent Trends and Implications for Future Productivity Growth," International Productivity Monitor, Centre for the Study of Living Standards, vol. 45, pages 120-154, Fall.
    2. Gautam Ahuja & Curba Morris Lampert, 2001. "Entrepreneurship in the large corporation: a longitudinal study of how established firms create breakthrough inventions," Strategic Management Journal, Wiley Blackwell, vol. 22(6‐7), pages 521-543, June.
    3. Ernst, Holger, 2001. "Patent applications and subsequent changes of performance: evidence from time-series cross-section analyses on the firm level," Research Policy, Elsevier, vol. 30(1), pages 143-157, January.
    4. Arora, Ashish & Ceccagnoli, Marco & Cohen, Wesley M., 2008. "R&D and the patent premium," International Journal of Industrial Organization, Elsevier, vol. 26(5), pages 1153-1179, September.
    5. Mann, Ronald J. & Sager, Thomas W., 2007. "Patents, venture capital, and software start-ups," Research Policy, Elsevier, vol. 36(2), pages 193-208, March.
    6. Parteka, Aleksandra & Kordalska, Aleksandra, 2023. "Artificial intelligence and productivity: global evidence from AI patent and bibliometric data," Technovation, Elsevier, vol. 125(C).
    7. Hee‐Jae Cho & Vladimir Pucik, 2005. "Relationship between innovativeness, quality, growth, profitability, and market value," Strategic Management Journal, Wiley Blackwell, vol. 26(6), pages 555-575, June.
    8. Juan A. Correa & Carmine Ornaghi, 2014. "Competition & Innovation: Evidence from U.S. Patent and Productivity Data," Journal of Industrial Economics, Wiley Blackwell, vol. 62(2), pages 258-285, June.
    9. Zoltan Acs & David Audretsch, 1990. "Innovation and Small Firms," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262011131, December.
    10. Mark Doms & Eric J. Bartelsman, 2000. "Understanding Productivity: Lessons from Longitudinal Microdata," Journal of Economic Literature, American Economic Association, vol. 38(3), pages 569-594, September.
    11. Murphy, Gregory B. & Trailer, Jeff W. & Hill, Robert C., 1996. "Measuring performance in entrepreneurship research," Journal of Business Research, Elsevier, vol. 36(1), pages 15-23, May.
    12. Sweet, Cassandra & Eterovic, Dalibor, 2019. "Do patent rights matter? 40 years of innovation, complexity and productivity," World Development, Elsevier, vol. 115(C), pages 78-93.
    13. Chien-Hsun Chen & Hui-Tzu Shih, 2005. "High-Tech Industries in China," Books, Edward Elgar Publishing, number 3710, March.
    14. Cincera, Michele, 1997. "Patents, R&D, and Technological Spillovers at the Firm Level: Some Evidence from Econometric Count Models for Panel Data," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 12(3), pages 265-280, May-June.
    15. William C. Bogner & Pratima Bansal, 2007. "Knowledge Management as the Basis of Sustained High Performance," Journal of Management Studies, Wiley Blackwell, vol. 44(1), pages 165-188, January.
    16. Richard Blundell & Rachel Griffith & John van Reenen, 1999. "Market Share, Market Value and Innovation in a Panel of British Manufacturing Firms," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 66(3), pages 529-554.
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