IDEAS home Printed from https://ideas.repec.org/a/eee/corfin/v44y2017icp353-374.html
   My bibliography  Save this article

Truncation bias corrections in patent data: Implications for recent research on innovation

Author

Listed:
  • Dass, Nishant
  • Nanda, Vikram
  • Xiao, Steven Chong

Abstract

We review the effectiveness of various adjustment methods in correcting the truncation-bias in patents data and the implications for existing studies. The NBER patents-database was recently updated, extending the sample from 2006 to 2010. The updated sample is largely free of truncation-bias over the period covered by the NBER-2006 sample, allowing us to evaluate the bias-adjustment methods. We find that existing adjustments perform poorly towards the end of NBER-2006 sample. We re-examine multiple studies from the recent literature on innovation and show that findings based on the last few years of NBER-2006 data are not supported in the updated patents-database.

Suggested Citation

  • Dass, Nishant & Nanda, Vikram & Xiao, Steven Chong, 2017. "Truncation bias corrections in patent data: Implications for recent research on innovation," Journal of Corporate Finance, Elsevier, vol. 44(C), pages 353-374.
  • Handle: RePEc:eee:corfin:v:44:y:2017:i:c:p:353-374
    DOI: 10.1016/j.jcorpfin.2017.03.010
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S092911991730161X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jcorpfin.2017.03.010?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Julian Atanassov, 2013. "Do Hostile Takeovers Stifle Innovation? Evidence from Antitakeover Legislation and Corporate Patenting," Journal of Finance, American Finance Association, vol. 68(3), pages 1097-1131, June.
    2. Tarun Chordia & Richard Roll & Avanidhar Subrahmanyam, 2001. "Market Liquidity and Trading Activity," Journal of Finance, American Finance Association, vol. 56(2), pages 501-530, April.
    3. James Tobin, 1978. "A Proposal for International Monetary Reform," Eastern Economic Journal, Eastern Economic Association, vol. 4(3-4), pages 153-159, Jul/Oct.
    4. Bryan Kelly & Alexander Ljungqvist, 2012. "Testing Asymmetric-Information Asset Pricing Models," The Review of Financial Studies, Society for Financial Studies, vol. 25(5), pages 1366-1413.
    5. Viral V. Acharya & Ramin P. Baghai & Krishnamurthy V. Subramanian, 2014. "Wrongful Discharge Laws and Innovation," The Review of Financial Studies, Society for Financial Studies, vol. 27(1), pages 301-346, January.
    6. James R. Brown & Steven M. Fazzari & Bruce C. Petersen, 2009. "Financing Innovation and Growth: Cash Flow, External Equity, and the 1990s R&D Boom," Journal of Finance, American Finance Association, vol. 64(1), pages 151-185, February.
    7. David H. Autor & John J. Donohue & Stewart J. Schwab, 2006. "The Costs of Wrongful-Discharge Laws," The Review of Economics and Statistics, MIT Press, vol. 88(2), pages 211-231, May.
    8. Bronwyn H. Hall & Adam B. Jaffe & Manuel Trajtenberg, 2001. "The NBER Patent Citation Data File: Lessons, Insights and Methodological Tools," NBER Working Papers 8498, National Bureau of Economic Research, Inc.
    9. Harrison Hong & Marcin Kacperczyk, 2010. "Competition and Bias," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(4), pages 1683-1725.
    10. Chava, Sudheer & Oettl, Alexander & Subramanian, Ajay & Subramanian, Krishnamurthy V., 2013. "Banking deregulation and innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 759-774.
    11. Amore, Mario Daniele & Schneider, Cédric & Žaldokas, Alminas, 2013. "Credit supply and corporate innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 835-855.
    12. David Hirshleifer & Angie Low & Siew Hong Teoh, 2012. "Are Overconfident CEOs Better Innovators?," Journal of Finance, American Finance Association, vol. 67(4), pages 1457-1498, August.
    13. Li, Guan-Cheng & Lai, Ronald & D’Amour, Alexander & Doolin, David M. & Sun, Ye & Torvik, Vetle I. & Yu, Amy Z. & Fleming, Lee, 2014. "Disambiguation and co-authorship networks of the U.S. patent inventor database (1975–2010)," Research Policy, Elsevier, vol. 43(6), pages 941-955.
    14. He, Jie (Jack) & Tian, Xuan, 2013. "The dark side of analyst coverage: The case of innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 856-878.
    15. Vivian W. Fang & Xuan Tian & Sheri Tice, 2014. "Does Stock Liquidity Enhance or Impede Firm Innovation?," Journal of Finance, American Finance Association, vol. 69(5), pages 2085-2125, October.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Acharya, Viral & Xu, Zhaoxia, 2017. "Financial dependence and innovation: The case of public versus private firms," Journal of Financial Economics, Elsevier, vol. 124(2), pages 223-243.
    2. Hasan, Iftekhar & (Stan) Hoi, Chun-Keung & Wu, Qiang & Zhang, Hao, 2020. "Is social capital associated with corporate innovation? Evidence from publicly listed firms in the U.S," Journal of Corporate Finance, Elsevier, vol. 62(C).
    3. Moshirian, Fariborz & Tian, Xuan & Zhang, Bohui & Zhang, Wenrui, 2021. "Stock market liberalization and innovation," Journal of Financial Economics, Elsevier, vol. 139(3), pages 985-1014.
    4. Lily Nguyen & Le Vu & Xiangkang Yin, 2021. "Share repurchases and firm innovation," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(S1), pages 1665-1695, April.
    5. Goldman, Jim & Peress, Joel, 2023. "Firm R&D and financial analysis: How do they interact?," Journal of Financial Intermediation, Elsevier, vol. 53(C).
    6. Lei Kong, 2020. "Government Spending and Corporate Innovation," Management Science, INFORMS, vol. 66(4), pages 1584-1604, April.
    7. Yang, Huan, 2021. "Institutional dual holdings and risk-shifting: Evidence from corporate innovation," Journal of Corporate Finance, Elsevier, vol. 70(C).
    8. Francis, Bill & Mani, Suresh Babu & Sharma, Zenu & Wu, Qiang, 2021. "The impact of organization capital on firm innovation," Journal of Financial Stability, Elsevier, vol. 53(C).
    9. Ching-Hung Chang & Qingqing Wu, 2021. "Board Networks and Corporate Innovation," Management Science, INFORMS, vol. 67(6), pages 3618-3654, June.
    10. Guo, Bing & Pérez-Castrillo, David & Toldrà-Simats, Anna, 2019. "Firms’ innovation strategy under the shadow of analyst coverage," Journal of Financial Economics, Elsevier, vol. 131(2), pages 456-483.
    11. Giau Bui, Dien & Chen, Yehning & Lin, Chih-Yung & Lin, Tse-Chun, 2021. "Risk-taking of bank CEOs and corporate innovation," Journal of International Money and Finance, Elsevier, vol. 115(C).
    12. Cornaggia, Jess & Mao, Yifei & Tian, Xuan & Wolfe, Brian, 2015. "Does banking competition affect innovation?," Journal of Financial Economics, Elsevier, vol. 115(1), pages 189-209.
    13. Daniel Bradley & Incheol Kim & Xuan Tian, 2017. "Do Unions Affect Innovation?," Management Science, INFORMS, vol. 63(7), pages 2251-2271, July.
    14. Guan, Yuyan & Zhang, Liandong & Zheng, Liu & Zou, Hong, 2021. "Managerial liability and corporate innovation: Evidence from a legal shock," Journal of Corporate Finance, Elsevier, vol. 69(C).
    15. Bostan, Ibrahim & Mian, G. Mujtaba, 2023. "Do insiders trade on innovation?," Journal of Contemporary Accounting and Economics, Elsevier, vol. 19(1).
    16. Mukherjee, Abhiroop & Singh, Manpreet & Žaldokas, Alminas, 2017. "Do corporate taxes hinder innovation?," Journal of Financial Economics, Elsevier, vol. 124(1), pages 195-221.
    17. Wang, Jimin & Ho, Choy Yeing (Chloe) & Shan, Yuan George, 2024. "Does cybersecurity risk stifle corporate innovation activities?," International Review of Financial Analysis, Elsevier, vol. 91(C).
    18. Fich, Eliezer M. & Nguyen, Tung & Petmezas, Dimitris, 2023. "The effects of terrorist attacks on inventor productivity and mobility," Research Policy, Elsevier, vol. 52(1).
    19. Su, Jing & Jiang, Jiaoliang & Zhang, Bingbing & Cao, Lijuan, 2023. "Industry salary gap incentive and enterprise innovation," Journal of Asian Economics, Elsevier, vol. 87(C).
    20. Huasheng Gao & Wei Zhang, 2017. "Employment Nondiscrimination Acts and Corporate Innovation," Management Science, INFORMS, vol. 63(9), pages 2982-2999, September.

    More about this item

    Keywords

    Innovation; Patents; NBER patent data; Truncation bias; Stock liquidity;
    All these keywords.

    JEL classification:

    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:corfin:v:44:y:2017:i:c:p:353-374. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jcorpfin .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.