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Driving the Green Transformation of Enterprises: The Role of Patent Insurance

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  • Junhao Zhong
  • Zhenzhen Wang
  • Yunfeng Deng

Abstract

We verified the effect of patent insurance policy implementation on corporate green transformation, using a dataset of Chinese‐listed companies from 2007 to 2019. Using double/debiased machine learning and text analysis, we found that the pilot policy of patent insurance has a significant positive impact on the green transformation of enterprises. This effect is significant in heavily polluting industries, eastern regions, state‐owned enterprises, and companies in a growth stage. The patent insurance pilot policy promotes corporate green transformation by alleviating financing constraints, reducing operational risks, and increasing green output.

Suggested Citation

  • Junhao Zhong & Zhenzhen Wang & Yunfeng Deng, 2025. "Driving the Green Transformation of Enterprises: The Role of Patent Insurance," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 46(2), pages 1373-1391, March.
    • Handle: RePEc:wly:mgtdec:v:46:y:2025:i:2:p:1373-1391
    DOI: 10.1002/mde.4439
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    References listed on IDEAS

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    1. Lanjouw, Jean O & Schankerman, Mark, 2001. "Characteristics of Patent Litigation: A Window on Competition," RAND Journal of Economics, The RAND Corporation, vol. 32(1), pages 129-151, Spring.
    2. Gustavo Manso, 2011. "Motivating Innovation," Journal of Finance, American Finance Association, vol. 66(5), pages 1823-1860, October.
    3. Josh Lerner, 2009. "The Empirical Impact of Intellectual Property Rights on Innovation: Puzzles and Clues," American Economic Review, American Economic Association, vol. 99(2), pages 343-348, May.
    4. Jeffrey L. Furman & Markus Nagler & Martin Watzinger, 2021. "Disclosure and Subsequent Innovation: Evidence from the Patent Depository Library Program," American Economic Journal: Economic Policy, American Economic Association, vol. 13(4), pages 239-270, November.
    5. Zhou, Peng & Song, Frank M. & Huang, Xiaoqi, 2023. "Environmental regulations and firms' green innovations: Transforming pressure into incentives," International Review of Financial Analysis, Elsevier, vol. 86(C).
    6. Hsu, Po-Hsuan & Wang, Chong & Wu, Chaopeng, 2013. "Banking systems, innovations, intellectual property protections, and financial markets: Evidence from China," Journal of Business Research, Elsevier, vol. 66(12), pages 2390-2396.
    7. Lily H. Fang & Josh Lerner & Chaopeng Wu, 2017. "Intellectual Property Rights Protection, Ownership, and Innovation: Evidence from China," The Review of Financial Studies, Society for Financial Studies, vol. 30(7), pages 2446-2477.
    8. Susan Athey & Guido W. Imbens, 2017. "The State of Applied Econometrics: Causality and Policy Evaluation," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 3-32, Spring.
    9. Ding, Na & Gu, Leilei & Peng, Yuchao, 2022. "Fintech, financial constraints and innovation: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 73(C).
    10. Yang, Jui-Chung & Chuang, Hui-Ching & Kuan, Chung-Ming, 2020. "Double machine learning with gradient boosting and its application to the Big N audit quality effect," Journal of Econometrics, Elsevier, vol. 216(1), pages 268-283.
    11. Berger, Allen N. & Curti, Filippo & Mihov, Atanas & Sedunov, John, 2022. "Operational Risk is More Systemic than You Think: Evidence from U.S. Bank Holding Companies," Journal of Banking & Finance, Elsevier, vol. 143(C).
    12. Kimberlee Weatherall & Elizabeth Webster, 2014. "Patent Enforcement: A Review Of The Literature," Journal of Economic Surveys, Wiley Blackwell, vol. 28(2), pages 312-343, April.
    13. Hu, Yan & Che, Dexin & Wu, Fei & Chang, Xi, 2023. "Corporate maturity mismatch and enterprise digital transformation: Evidence from China," Finance Research Letters, Elsevier, vol. 53(C).
    14. Bu, Maoliang & Qiao, Zhenzi & Liu, Beibei, 2020. "Voluntary environmental regulation and firm innovation in China," Economic Modelling, Elsevier, vol. 89(C), pages 10-18.
    15. Anne Duchêne, 2017. "Patent Litigation Insurance," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 84(2), pages 631-660, June.
    16. Du, Kerui & Cheng, Yuanyuan & Yao, Xin, 2021. "Environmental regulation, green technology innovation, and industrial structure upgrading: The road to the green transformation of Chinese cities," Energy Economics, Elsevier, vol. 98(C).
    17. Dirk Czarnitzki & Andrew A. Toole, 2011. "Patent Protection, Market Uncertainty, and R&D Investment," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 147-159, February.
    18. Tu, Zhengge & Hu, Tianyang & Shen, Renjun, 2019. "Evaluating public participation impact on environmental protection and ecological efficiency in China: Evidence from PITI disclosure," China Economic Review, Elsevier, vol. 55(C), pages 111-123.
    19. Han Chen & Soon Suk Yoon, 2022. "Does technology innovation in finance alleviate financing constraints and reduce debt-financing costs? Evidence from China," Asia Pacific Business Review, Taylor & Francis Journals, vol. 28(4), pages 467-492, August.
    20. Qiu, Buhui & Wang, Teng, 2018. "Does Knowledge Protection Benefit Shareholders? Evidence from Stock Market Reaction and Firm Investment in Knowledge Assets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(3), pages 1341-1370, June.
    21. Yun Hou & I.P.L. Png & Xi Xiong, 2023. "When stronger patent law reduces patenting: Empirical evidence," Strategic Management Journal, Wiley Blackwell, vol. 44(4), pages 977-1012, April.
    22. Lin, Boqiang & Pan, Ting, 2024. "The impact of green credit on green transformation of heavily polluting enterprises: Reverse forcing or forward pushing?," Energy Policy, Elsevier, vol. 184(C).
    23. Yu-Shan Chen, 2008. "The Driver of Green Innovation and Green Image – Green Core Competence," Journal of Business Ethics, Springer, vol. 81(3), pages 531-543, September.
    24. Guernsey, Scott & John, Kose & Litov, Lubomir P., 2022. "Actively Keeping Secrets From Creditors: Evidence From the Uniform Trade Secrets Act," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 57(7), pages 2516-2558, November.
    25. Mann, William, 2018. "Creditor rights and innovation: Evidence from patent collateral," Journal of Financial Economics, Elsevier, vol. 130(1), pages 25-47.
    26. Victor Chernozhukov & Denis Chetverikov & Mert Demirer & Esther Duflo & Christian Hansen & Whitney Newey & James Robins, 2018. "Double/debiased machine learning for treatment and structural parameters," Econometrics Journal, Royal Economic Society, vol. 21(1), pages 1-68, February.
    27. Mensi, Walid & Rehman, Mobeen Ur & Vo, Xuan Vinh, 2022. "Impacts of COVID-19 outbreak, macroeconomic and financial stress factors on price spillovers among green bond," International Review of Financial Analysis, Elsevier, vol. 81(C).
    28. Furukawa, Yuichi, 2010. "Intellectual property protection and innovation: an inverted-U relationship," Economics Letters, Elsevier, vol. 109(2), pages 99-101, November.
    29. Lu, Yuchen & Gao, Yuqiang & Zhang, Yu & Wang, Junrong, 2022. "Can the green finance policy force the green transformation of high-polluting enterprises? A quasi-natural experiment based on “Green Credit Guidelines”," Energy Economics, Elsevier, vol. 114(C).
    30. Lanjouw, Jean O & Schankerman, Mark, 2004. "Protecting Intellectual Property Rights: Are Small Firms Handicapped?," Journal of Law and Economics, University of Chicago Press, vol. 47(1), pages 45-74, April.
    31. Jorge Lemus & Emil Temnyalov & John L. Turner, 2021. "Liability Insurance: Equilibrium Contracts under Monopoly and Competition," American Economic Journal: Microeconomics, American Economic Association, vol. 13(1), pages 83-115, February.
    32. James S. Ang & Yingmei Cheng & Chaopeng Wu, 2014. "Does Enforcement of Intellectual Property Rights Matter in China? Evidence from Financing and Investment Choices in the High-Tech Industry," The Review of Economics and Statistics, MIT Press, vol. 96(2), pages 332-348, May.
    33. Bruno Cassiman & Giovanni Valentini, 2016. "Open innovation: Are inbound and outbound knowledge flows really complementary?," Strategic Management Journal, Wiley Blackwell, vol. 37(6), pages 1034-1046, June.
    34. Nishant Dass & Vikram Nanda & Haemin Dennis Park & Steven Chong Xiao, 2021. "Intellectual Property Protection and Financial Markets: Patenting versus Secrecy," Review of Finance, European Finance Association, vol. 25(3), pages 669-711.
    35. Bernhard Ganglmair & Christian Helmers & Brian J Love, 2022. "The Effect of Patent Litigation Insurance: Theory and Evidence from NPEs [“Valuable Patents]," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 38(3), pages 741-773.
    36. David Popp, 2002. "Induced Innovation and Energy Prices," American Economic Review, American Economic Association, vol. 92(1), pages 160-180, March.
    37. Ying Wu & Yi Zhang, 2023. "Does offensive patent insurance promote corporate innovation? Evidence from a quasi-experiment," Science and Public Policy, Oxford University Press, vol. 50(2), pages 275-286.
    38. Nguyen, Justin Hung & Pham, Peter & Qiu, Buhui, 2023. "Proprietary Knowledge Protection and Product Market Performance," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 58(8), pages 3521-3546, December.
    39. Wu, Fei & Hu, Yan & Shen, Me, 2024. "The color of FinTech: FinTech and corporate green transformation in China," International Review of Financial Analysis, Elsevier, vol. 94(C).
    40. Richard R. Nelson, 1959. "The Simple Economics of Basic Scientific Research," Journal of Political Economy, University of Chicago Press, vol. 67(3), pages 297-297.
    41. Petra Moser, 2013. "Patents and Innovation: Evidence from Economic History," Journal of Economic Perspectives, American Economic Association, vol. 27(1), pages 23-44, Winter.
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