IDEAS home Printed from https://ideas.repec.org/a/kap/rqfnac/v60y2023i2d10.1007_s11156-022-01097-1.html
   My bibliography  Save this article

Air pollution and innovation-evidence from quasi-natural experiment of China’s Huai River policy

Author

Listed:
  • Zhuo Qiao

    (University of Macau)

  • Zhaohua Li

    (Lincoln University)

  • Yanzhi Wang

    (National Taiwan University
    National Taiwan University)

Abstract

We examine the effect of air pollution on innovation activity by studying city-level patenting activities and air pollution index (API) in China. We use a novel quasi-natural experiment of China’s Huai River policy, which provides subsidy for winter heating to cities north of the Huai River but not to cities to the south, to estimate the impact of air pollution on innovation performance. Based on spatial regression discontinuity design, we find that API is 0.145 higher in the north and the number of patents per city is 25.5% lower in the north. Further analysis shows that increases in API are associated with significant reduction in the number of patents per city, suggesting that air pollution significantly impedes innovation activities.

Suggested Citation

  • Zhuo Qiao & Zhaohua Li & Yanzhi Wang, 2023. "Air pollution and innovation-evidence from quasi-natural experiment of China’s Huai River policy," Review of Quantitative Finance and Accounting, Springer, vol. 60(2), pages 425-443, February.
  • Handle: RePEc:kap:rqfnac:v:60:y:2023:i:2:d:10.1007_s11156-022-01097-1
    DOI: 10.1007/s11156-022-01097-1
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11156-022-01097-1
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s11156-022-01097-1?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. Marie Connolly, 2013. "Some Like It Mild and Not Too Wet: The Influence of Weather on Subjective Well-Being," Journal of Happiness Studies, Springer, vol. 14(2), pages 457-473, April.
    2. Joshua Graff Zivin & Solomon M. Hsiang & Matthew Neidell, 2018. "Temperature and Human Capital in the Short and Long Run," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 5(1), pages 77-105.
    3. Sharon Belenzon & Tomer Berkovitz, 2010. "Innovation in Business Groups," Management Science, INFORMS, vol. 56(3), pages 519-535, March.
    4. Koichiro Ito & Shuang Zhang, 2020. "Willingness to Pay for Clean Air: Evidence from Air Purifier Markets in China," Journal of Political Economy, University of Chicago Press, vol. 128(5), pages 1627-1672.
    5. Jiekun Huang & Nianhang Xu & Honghai Yu, 2020. "Pollution and Performance: Do Investors Make Worse Trades on Hazy Days?," Management Science, INFORMS, vol. 66(10), pages 4455-4476, October.
    6. 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.
    7. Freeman, Richard & Liang, Wenquan & Song, Ran & Timmins, Christopher, 2019. "Willingness to pay for clean air in China," Journal of Environmental Economics and Management, Elsevier, vol. 94(C), pages 188-216.
    8. Sheng-Syan Chen & Chia-Wei Huang & Chuan-Yang Hwang & Yanzhi Wang, 2022. "Voluntary disclosure and corporate innovation," Review of Quantitative Finance and Accounting, Springer, vol. 58(3), pages 1081-1115, April.
    9. Wu, Ching-Yan & Mathews, John A., 2012. "Knowledge flows in the solar photovoltaic industry: Insights from patenting by Taiwan, Korea, and China," Research Policy, Elsevier, vol. 41(3), pages 524-540.
    10. 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.
    11. Lans Bovenberg, A. & de Mooij, Ruud A., 1997. "Environmental tax reform and endogenous growth," Journal of Public Economics, Elsevier, vol. 63(2), pages 207-237, January.
    12. Li, Jennifer (Jie) & Massa, Massimo & Zhang, Hong & Zhang, Jian, 2021. "Air pollution, behavioral bias, and the disposition effect in China," Journal of Financial Economics, Elsevier, vol. 142(2), pages 641-673.
    13. Daniel Bradley & Incheol Kim & Xuan Tian, 2017. "Do Unions Affect Innovation?," Management Science, INFORMS, vol. 63(7), pages 2251-2271, July.
    14. Tanaka, Shinsuke, 2015. "Environmental regulations on air pollution in China and their impact on infant mortality," Journal of Health Economics, Elsevier, vol. 42(C), pages 90-103.
    15. Raymond Gradus & Sjak Smulders, 1993. "The trade-off between environmental care and long-term growth—Pollution in three prototype growth models," Journal of Economics, Springer, vol. 58(1), pages 25-51, February.
    16. Simiao Chen & David E Bloom, 2019. "The macroeconomic burden of noncommunicable diseases associated with air pollution in China," PLOS ONE, Public Library of Science, vol. 14(4), pages 1-14, April.
    17. Chen, Sheng-Syan & Chen, Yan-Shing & Liang, Woan-lih & Wang, Yanzhi, 2020. "Public R&D spending and cross-sectional stock returns," Research Policy, Elsevier, vol. 49(1).
    18. Popp, David, 2006. "International innovation and diffusion of air pollution control technologies: the effects of NOX and SO2 regulation in the US, Japan, and Germany," Journal of Environmental Economics and Management, Elsevier, vol. 51(1), pages 46-71, January.
    19. 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.
    20. Kevin H. Kim & Derek K. Oler & Juan Manuel Sanchez, 2021. "Examining the stock performance of acquirers where the acquirer or target hold patents," Review of Quantitative Finance and Accounting, Springer, vol. 56(1), pages 185-217, January.
    21. Gao, Huasheng & Hsu, Po-Hsuan & Li, Kai & Zhang, Jin, 2020. "The Real Effect of Smoking Bans: Evidence from Corporate Innovation," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 55(2), pages 387-427, March.
    22. Douglas Almond & Yuyu Chen & Michael Greenstone & Hongbin Li, 2009. "Winter Heating or Clean Air? Unintended Impacts of China's Huai River Policy," American Economic Review, American Economic Association, vol. 99(2), pages 184-190, May.
    23. 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.
    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. 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.
    2. Xue, Shuyu & Zhang, Bohui & Zhao, Xiaofeng, 2021. "Brain drain: The impact of air pollution on firm performance," Journal of Environmental Economics and Management, Elsevier, vol. 110(C).
    3. Luo, Yue & Chen, Yangyang & Lin, Ji-Chai, 2022. "Does air quality affect inventor productivity? Evidence from the NOx budget program," Journal of Corporate Finance, Elsevier, vol. 73(C).
    4. Sheng-Syan Chen & Chia-Wei Huang & Chuan-Yang Hwang & Yanzhi Wang, 2022. "Voluntary disclosure and corporate innovation," Review of Quantitative Finance and Accounting, Springer, vol. 58(3), pages 1081-1115, April.
    5. 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.
    6. 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.
    7. Sirio Aramonte, 2015. "Innovation, investor sentiment, and firm-level experimentation," Finance and Economics Discussion Series 2015-67, Board of Governors of the Federal Reserve System (U.S.).
    8. Tan, Yongxian & Tian, Xuan & Zhang, Xinde & Zhao, Hailong, 2020. "The real effect of partial privatization on corporate innovation: Evidence from China's split share structure reform," Journal of Corporate Finance, Elsevier, vol. 64(C).
    9. Shiqi Guo, 2021. "How Does Straw Burning Affect Urban Air Quality in China?," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(3), pages 1122-1140, May.
    10. Chen Lin & Sibo Liu & Gustavo Manso, 2021. "Shareholder Litigation and Corporate Innovation," Management Science, INFORMS, vol. 67(6), pages 3346-3367, June.
    11. Wang, Li & Dai, Yunhao & Kong, Dongmin, 2021. "Air pollution and employee treatment," Journal of Corporate Finance, Elsevier, vol. 70(C).
    12. Pang, Caiji & Wang, Ying, 2020. "Stock pledge, risk of losing control and corporate innovation," Journal of Corporate Finance, Elsevier, vol. 60(C).
    13. Shihe Fu & V. Brian Viard, 2022. "A mayors perspective on tackling air pollution," Chapters, in: Charles K.Y. Leung (ed.), Handbook of Real Estate and Macroeconomics, chapter 16, pages 413-437, Edward Elgar Publishing.
    14. Xu, Jian & Zheng, Jiaxing, 2022. "Mass media, air quality, and management turnover," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 81(C).
    15. He Xiao, 2022. "How does air pollution affect corporate information environment?," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 45(4), pages 987-1016, December.
    16. 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).
    17. Hedy Jiaying Huang & Ahsan Habib & Sophia Li Sun & Ying Liu & Huiting Guo, 2021. "Financial reporting and corporate innovation: a review of the international literature," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(4), pages 5439-5499, December.
    18. El Ghoul, Sadok & Gong, Zhaoran (Jason) & Guedhami, Omrane & Hou, Fangfang & Tong, Wilson H.S., 2023. "Social trust and firm innovation," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 84(C).
    19. Cho, Chanho & Halford, Joseph T. & Hsu, Scott & Ng, Lilian, 2016. "Do managers matter for corporate innovation?," Journal of Corporate Finance, Elsevier, vol. 36(C), pages 206-229.
    20. Wang, Rui & Yang, Shijie, 2023. "Credit ratings and firm innovation: Evidence from sovereign downgrades," Journal of Banking & Finance, Elsevier, vol. 148(C).

    More about this item

    Keywords

    Air pollution; Innovation; Patent; Huai River; Regression discontinuity;
    All these keywords.

    JEL classification:

    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • Q50 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - General
    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling

    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:kap:rqfnac:v:60:y:2023:i:2:d:10.1007_s11156-022-01097-1. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://springer.com .

    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.