IDEAS home Printed from https://ideas.repec.org/p/arx/papers/2107.11255.html
   My bibliography  Save this paper

Margin trading, short selling and corporate green innovation

Author

Listed:
  • Ge-zhi Wu
  • Da-ming You

Abstract

This paper uses the panel data of Chinese listed companies from 2007 to 2019, uses the relaxation of China's margin trading and short selling restrictions as the basis of quasi experimental research, and then constructs a double difference model to analyze whether the margin trading and short selling will encourage enterprises to engage in green technology innovation activities. Firstly, our research results show that after the implementation of the margin trading and short selling, the green technology innovation behavior of pilot companies will increase significantly. We believe that the short selling threat and pressure brought by short selling to enterprises are the main reasons for pilot enterprises to engage in green technology innovation. Secondly, the empirical results show that the implementation of margin trading and short selling will significantly promote the quantity of green technology innovation of pilot enterprises, but will not significantly promote the quality of green technology innovation of pilot enterprises. Furthermore, we analyze the difference of the impact of margin trading and short selling on the quantity of green technology innovation of pilot enterprises in different periods. Finally, we find that the performance decline, yield gap between financial assets and operating assets, the risk of stock price crash, management shareholding, institutional shareholding ratio, product market competition, short selling intensity, margin trading intensity and formal environmental regulation intensity will affect the role of policy in promoting green technology innovation of pilot enterprises.

Suggested Citation

  • Ge-zhi Wu & Da-ming You, 2021. "Margin trading, short selling and corporate green innovation," Papers 2107.11255, arXiv.org, revised Aug 2021.
    • Handle: RePEc:arx:papers:2107.11255
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/2107.11255
    File Function: Latest version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Stein, Jeremy C, 1988. "Takeover Threats and Managerial Myopia," Journal of Political Economy, University of Chicago Press, vol. 96(1), pages 61-80, February.
    2. Ge, Li & Lin, Tse-Chun & Pearson, Neil D., 2016. "Why does the option to stock volume ratio predict stock returns?," Journal of Financial Economics, Elsevier, vol. 120(3), pages 601-622.
    3. Meng, Qingbin & Li, Ying & Jiang, Xuanyu & Chan, Kam C., 2017. "Informed or speculative trading? Evidence from short selling before star and non-star analysts’ downgrade announcements in an emerging market," Journal of Empirical Finance, Elsevier, vol. 42(C), pages 240-255.
    4. Jonathan M. Karpoff & Xiaoxia Lou, 2010. "Short Sellers and Financial Misconduct," Journal of Finance, American Finance Association, vol. 65(5), pages 1879-1913, October.
    5. Harrison Hong & Terence Lim & Jeremy C. Stein, 2000. "Bad News Travels Slowly: Size, Analyst Coverage, and the Profitability of Momentum Strategies," Journal of Finance, American Finance Association, vol. 55(1), pages 265-295, February.
    6. Miller, Edward M, 1977. "Risk, Uncertainty, and Divergence of Opinion," Journal of Finance, American Finance Association, vol. 32(4), pages 1151-1168, September.
    7. Hope, Ole-Kristian & Hu, Danqi & Zhao, Wuyang, 2017. "Third-party consequences of short-selling threats: The case of auditor behavior," Journal of Accounting and Economics, Elsevier, vol. 63(2), pages 479-498.
    8. Deng, Xiaohu & Gao, Lei, 2018. "The monitoring of short selling: Evidence from China," Research in International Business and Finance, Elsevier, vol. 43(C), pages 68-78.
    9. Chang, Eric C. & Luo, Yan & Ren, Jinjuan, 2014. "Short-selling, margin-trading, and price efficiency: Evidence from the Chinese market," Journal of Banking & Finance, Elsevier, vol. 48(C), pages 411-424.
    10. Vivian W. Fang & Allen H. Huang & Jonathan M. Karpoff, 2016. "Short Selling and Earnings Management: A Controlled Experiment," Journal of Finance, American Finance Association, vol. 71(3), pages 1251-1294, June.
    11. Chang, Eric C. & Lin, Tse-Chun & Ma, Xiaorong, 2019. "Does short-selling threat discipline managers in mergers and acquisitions decisions?," Journal of Accounting and Economics, Elsevier, vol. 68(1).
    12. Arturo Bris & William N. Goetzmann & Ning Zhu, 2007. "Efficiency and the Bear: Short Sales and Markets Around the World," Journal of Finance, American Finance Association, vol. 62(3), pages 1029-1079, June.
    13. Harrison Hong & Jeremy C. Stein, 2003. "Differences of Opinion, Short-Sales Constraints, and Market Crashes," The Review of Financial Studies, Society for Financial Studies, vol. 16(2), pages 487-525.
    14. Leoncini, Riccardo & Montresor, Sandro & Rentocchini, Francesco, 2016. "CO2-reducing innovations and outsourcing: Evidence from photovoltaics and green construction in North-East Italy," Research Policy, Elsevier, vol. 45(8), pages 1649-1659.
    15. Blau, Benjamin M. & Wade, Chip, 2012. "Informed or speculative: Short selling analyst recommendations," Journal of Banking & Finance, Elsevier, vol. 36(1), pages 14-25.
    16. Allen, Franklin & Gale, Douglas, 1991. "Arbitrage, Short Sales, and Financial Innovation," Econometrica, Econometric Society, vol. 59(4), pages 1041-1068, July.
    17. Barro, Robert J, 1990. "The Stock Market and Investment," The Review of Financial Studies, Society for Financial Studies, vol. 3(1), pages 115-131.
    18. Engelberg, Joseph E. & Reed, Adam V. & Ringgenberg, Matthew C., 2012. "How are shorts informed?," Journal of Financial Economics, Elsevier, vol. 105(2), pages 260-278.
    19. Danielsen, Bartley R. & Sorescu, Sorin M., 2001. "Why Do Option Introductions Depress Stock Prices? A Study of Diminishing Short Sale Constraints," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 36(4), pages 451-484, December.
    20. Cainelli, Giulio & D’Amato, Alessio & Mazzanti, Massimiliano, 2020. "Resource efficient eco-innovations for a circular economy: Evidence from EU firms," Research Policy, Elsevier, vol. 49(1).
    21. Alex Edmans & Vivian W. Fang & Katharina A. Lewellen, 2017. "Equity Vesting and Investment," The Review of Financial Studies, Society for Financial Studies, vol. 30(7), pages 2229-2271.
    22. Pedro A. C. Saffi & Kari Sigurdsson, 2011. "Price Efficiency and Short Selling," The Review of Financial Studies, Society for Financial Studies, vol. 24(3), pages 821-852.
    23. Chmura, Thorsten & Bai, Ye & Bauder, David, 2019. "The impact of an insider and short-selling on bubble formation in experimental financial market," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 60(C), pages 211-230.
    24. David Hirshleifer & Siew Hong Teoh & Jeff Jiewei Yu, 2011. "Short Arbitrage, Return Asymmetry, and the Accrual Anomaly," The Review of Financial Studies, Society for Financial Studies, vol. 24(7), pages 2429-2461.
    25. To, Thomas Y. & Treepongkaruna, Sirimon & Wu, Eliza, 2018. "Are all insiders on the inside? Evidence from the initiation of CDS trading and short selling in the financial sector," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 54(C), pages 114-129.
    26. Alves, Carlos & Mendes, Victor & Silva, Paulo Pereira da, 2016. "Analysis of market quality before and during short-selling bans," Research in International Business and Finance, Elsevier, vol. 37(C), pages 252-268.
    27. Blau, Benjamin M. & Pinegar, J. Michael, 2013. "Are short sellers incrementally informed prior to earnings announcements?," Journal of Empirical Finance, Elsevier, vol. 21(C), pages 142-155.
    28. Ekkehart Boehmer & Charles M. Jones & Xiaoyan Zhang, 2008. "Which Shorts Are Informed?," Journal of Finance, American Finance Association, vol. 63(2), pages 491-527, April.
    29. Maoliang Bu & Marcus Wagner, 2016. "Racing to the bottom and racing to the top: The crucial role of firm characteristics in foreign direct investment choices," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 47(9), pages 1032-1057, December.
    30. Hemang Desai & K. Ramesh & S. Ramu Thiagarajan & Bala V. Balachandran, 2002. "An Investigation of the Informational Role of Short Interest in the Nasdaq Market," Journal of Finance, American Finance Association, vol. 57(5), pages 2263-2287, October.
    31. Tamara Nefedova, 2017. "Tippers and Tippees: Brokers’ Pre-Release of Price-Sensitive Information to Their VIP Clients," Post-Print hal-02108869, HAL.
    32. Young, Alex, 2016. "Capital market frictions and conservative reporting: Evidence from short selling constraints," Finance Research Letters, Elsevier, vol. 17(C), pages 227-234.
    33. Diamond, Douglas W. & Verrecchia, Robert E., 1987. "Constraints on short-selling and asset price adjustment to private information," Journal of Financial Economics, Elsevier, vol. 18(2), pages 277-311, June.
    34. Yu-Shan Chen, 2008. "The Positive Effect of Green Intellectual Capital on Competitive Advantages of Firms," Journal of Business Ethics, Springer, vol. 77(3), pages 271-286, February.
    35. Bari L. Bendell, 2017. "I don't Want to be Green: Prosocial Motivation Effects on Firm Environmental Innovation Rejection Decisions," Journal of Business Ethics, Springer, vol. 143(2), pages 277-288, June.
    36. Ekkehart Boehmer & Juan (Julie) Wu, 2013. "Short Selling and the Price Discovery Process," The Review of Financial Studies, Society for Financial Studies, vol. 26(2), pages 287-322.
    37. David De Angelis & Gustavo Grullon & Sébastien Michenaud, 2017. "The Effects of Short-Selling Threats on Incentive Contracts: Evidence from an Experiment," The Review of Financial Studies, Society for Financial Studies, vol. 30(5), pages 1627-1659.
    38. Xiaoyang Li & Yue M. Zhou, 2017. "Offshoring Pollution while Offshoring Production?," Strategic Management Journal, Wiley Blackwell, vol. 38(11), pages 2310-2329, November.
    39. Pratima Bansal, 2005. "Evolving sustainably: a longitudinal study of corporate sustainable development," Strategic Management Journal, Wiley Blackwell, vol. 26(3), pages 197-218, March.
    40. Massimo Massa & Bohui Zhang & Hong Zhang, 2015. "The Invisible Hand of Short Selling: Does Short Selling Discipline Earnings Management?," The Review of Financial Studies, Society for Financial Studies, vol. 28(6), pages 1701-1736.
    41. Christophe, Stephen E. & Ferri, Michael G. & Hsieh, Jim, 2010. "Informed trading before analyst downgrades: Evidence from short sellers," Journal of Financial Economics, Elsevier, vol. 95(1), pages 85-106, January.
    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. Wang, Shuxun & Zhang, Dongyang, 2020. "Short-selling restrictions and firms’ environment responsibility," Research in International Business and Finance, Elsevier, vol. 54(C).
    2. Meng, Qingbin & Li, Xinyu & Chan, Kam C. & Gao, Shenghao, 2020. "Does short selling affect a firm's financial constraints?," Journal of Corporate Finance, Elsevier, vol. 60(C).
    3. Brockman, Paul & Luo, Juan & Xu, Limin, 2020. "The impact of short-selling pressure on corporate employee relations," Journal of Corporate Finance, Elsevier, vol. 64(C).
    4. Xufeng Liu & Die Wan, 2022. "Does short‐selling affect mutual fund shareholdings? Evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(S1), pages 1887-1923, April.
    5. Bessler, Wolfgang & Vendrasco, Marco, 2022. "Short-selling restrictions and financial stability in Europe: Evidence from the Covid-19 crisis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 80(C).
    6. Chen, Shenglan & Chou, Robin K. & Liu, Xiaoling & Wu, Yuhui, 2020. "Deregulation of short-selling constraints and cost of bank loans: Evidence from a quasi-natural experiment," Pacific-Basin Finance Journal, Elsevier, vol. 64(C).
    7. Haiyan Jiang & Ahsan Habib & Mostafa Monzur Hasan, 2022. "Short Selling: A Review of the Literature and Implications for Future Research," European Accounting Review, Taylor & Francis Journals, vol. 31(1), pages 1-31, January.
    8. Jiang, Haiyan & Jia, Jing, 2021. "Short selling and future cash flow predictability of capital investment: Evidence from Australia," Journal of Contemporary Accounting and Economics, Elsevier, vol. 17(1).
    9. Hae Mi Choi, 2020. "Short‐sale constraints and informational efficiency to private information: A natural experiment," The Financial Review, Eastern Finance Association, vol. 55(4), pages 625-643, November.
    10. Bessler, Wolfgang & Vendrasco, Marco, 2021. "The 2020 European short-selling ban and the effects on market quality," Finance Research Letters, Elsevier, vol. 42(C).
    11. Hu, Ting & Chi, Yanzhe, 2019. "Can short selling activity predict the future returns of non-shortable peer firms?," Pacific-Basin Finance Journal, Elsevier, vol. 53(C), pages 165-185.
    12. Ning Hu & Siqi Lu & Tao Ma & Jianfang Ye, 2020. "Short‐selling and cost of equity: evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(4), pages 3681-3707, December.
    13. Nilabhra Bhattacharya & Theodore E. Christensen & Qunfeng Liao & Bo Ouyang, 2022. "Can short sellers constrain aggressive non-GAAP reporting?," Review of Accounting Studies, Springer, vol. 27(2), pages 391-440, June.
    14. Meng, Qingbin & Huang, Haozheng & Li, Xinyu & Wang, Song, 2023. "Short-selling and corporate default risk: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 87(C), pages 398-417.
    15. Bae, Kwangil & Kang, Jangkoo & Lee, Soonhee, 2016. "Bullish/bearish/neutral strategies under short sale restrictions," Journal of Banking & Finance, Elsevier, vol. 71(C), pages 227-239.
    16. R. Jared DeLisle & Bong Soo Lee & Nathan Mauck, 2016. "The dynamic relation between options trading, short selling, and aggregate stock returns," Review of Quantitative Finance and Accounting, Springer, vol. 47(3), pages 645-671, October.
    17. Nezafat, Mahdi & Schroder, Mark & Wang, Qinghai, 2017. "Short-sale constraints, information acquisition, and asset prices," Journal of Economic Theory, Elsevier, vol. 172(C), pages 273-312.
    18. He, Jingbin & Ma, Xinru & Wei, Qu, 2022. "Firm-level short selling and the local COVID-19 pandemic: Evidence from China," Economic Modelling, Elsevier, vol. 113(C).
    19. Hackney, John & Henry, Tyler R. & Koski, Jennifer L., 2020. "Arbitrage vs. informed short selling: Evidence from convertible bond issuers," Journal of Corporate Finance, Elsevier, vol. 65(C).
    20. Wang, Yuchen & Wang, Xiaoming, 2023. "Economic policy uncertainty and information intermediary: The case of short seller," Economic Modelling, Elsevier, vol. 120(C).

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:arx:papers:2107.11255. 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: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .

    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.