IDEAS home Printed from https://ideas.repec.org/a/eee/jocaae/v22y2026i1s1815566925000736.html

Alternative data and corporate tax avoidance: Evidence from online sales disclosure in China

Author

Listed:
  • Liu, Shangqun
  • Li, Qian

Abstract

We examine the impact of releasing alternative data on firm-level tax avoidance. By using the public release of firms’ online sales data in a prominent Chinese financial database as an exogenous shock, we find that corporate tax avoidance significantly decreases with the disclosure of such data. The transmission mechanism reveals that firms covered by online sales data exhibit less intertemporal income shifting and fewer abnormal related-party transactions. Further analyses show that the negative relation between online sales disclosure and corporate tax avoidance is more pronounced for firms with greater tax-planning capacity, higher market competition intensity, a larger proportion of online sales relative to revenue, and for non-state-owned enterprises. These insights provide novel avenues for identifying and mitigating managerial incentives and capabilities to engage in tax avoidance.

Suggested Citation

  • Liu, Shangqun & Li, Qian, 2026. "Alternative data and corporate tax avoidance: Evidence from online sales disclosure in China," Journal of Contemporary Accounting and Economics, Elsevier, vol. 22(1).
  • Handle: RePEc:eee:jocaae:v:22:y:2026:i:1:s1815566925000736
    DOI: 10.1016/j.jcae.2025.100526
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1815566925000736
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jcae.2025.100526?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Christina Zhu, 2019. "Big Data as a Governance Mechanism," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 2021-2061.
    2. Jon N. Kerr, 2019. "Transparency, Information Shocks, and Tax Avoidance," Contemporary Accounting Research, John Wiley & Sons, vol. 36(2), pages 1146-1183, June.
    3. Chen, Tao & Lin, Chen, 2017. "Does Information Asymmetry Affect Corporate Tax Aggressiveness?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(5), pages 2053-2081, October.
    4. Gallemore, John & Labro, Eva, 2015. "The importance of the internal information environment for tax avoidance," Journal of Accounting and Economics, Elsevier, vol. 60(1), pages 149-167.
    5. Baghdadi, Ghasan & Podolski, Edward J. & Veeraraghavan, Madhu, 2022. "CEO risk-seeking and corporate tax avoidance: Evidence from pilot CEOs," Journal of Corporate Finance, Elsevier, vol. 76(C).
    6. Kong-Pin Chen & C.Y. Cyrus Chu, 2005. "Internal Control vs. External Manipulation: A Model of Corporate Income Tax Evasion," RAND Journal of Economics, The RAND Corporation, vol. 36(4), pages 151-164, Winter.
    7. Hasan, Tahseen & John, Kose & Teng, Haimeng & Wu, Qiang, 2024. "Creative corporate culture and corporate tax avoidance," The British Accounting Review, Elsevier, vol. 56(3).
    8. Huang, Jiekun, 2018. "The customer knows best: The investment value of consumer opinions," Journal of Financial Economics, Elsevier, vol. 128(1), pages 164-182.
    9. Froot, Kenneth & Kang, Namho & Ozik, Gideon & Sadka, Ronnie, 2017. "What do measures of real-time corporate sales say about earnings surprises and post-announcement returns?," Journal of Financial Economics, Elsevier, vol. 125(1), pages 143-162.
    10. Sonja Olhoft Rego, 2003. "Tax†Avoidance Activities of U.S. Multinational Corporations," Contemporary Accounting Research, John Wiley & Sons, vol. 20(4), pages 805-833, December.
    11. Crocker, Keith J. & Slemrod, Joel, 2005. "Corporate tax evasion with agency costs," Journal of Public Economics, Elsevier, vol. 89(9-10), pages 1593-1610, September.
    12. Li, Qian & Liu, Shangqun, 2023. "Does alternative data reduce stock price crash risk? Evidence from third-party online sales disclosure in China," International Review of Financial Analysis, Elsevier, vol. 88(C).
    13. Asiri, Mohammed & Al-Hadi, Ahmed & Taylor, Grantley & Duong, Lien, 2020. "Is corporate tax avoidance associated with investment efficiency?," The North American Journal of Economics and Finance, Elsevier, vol. 52(C).
    14. Chiu, Peng-Chia & Teoh, Siew Hong & Zhang, Yinglei & Huang, Xuan, 2023. "Using Google searches of firm products to detect revenue management," Accounting, Organizations and Society, Elsevier, vol. 109(C).
    15. Zhi Da & Joseph Engelberg & Pengjie Gao, 2011. "In Search of Attention," Journal of Finance, American Finance Association, vol. 66(5), pages 1461-1499, October.
    16. Hope, Ole-Kristian & Ma, Mark (Shuai) & Thomas, Wayne B., 2013. "Tax avoidance and geographic earnings disclosure," Journal of Accounting and Economics, Elsevier, vol. 56(2), pages 170-189.
    17. Ming Jian & T. J. Wong, 2010. "Propping through related party transactions," Review of Accounting Studies, Springer, vol. 15(1), pages 70-105, March.
    18. Slemrod, Joel, 2004. "The Economics of Corporate Tax Selfishness," National Tax Journal, National Tax Association;National Tax Journal, vol. 57(4), pages 877-899, December.
    19. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769, December.
    20. Hasan, Iftekhar & Kim, Incheol & Teng, Haimeng & Wu, Qiang, 2022. "The effect of foreign institutional ownership on corporate tax avoidance: International evidence," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 46(C).
    21. Hanlon, Michelle & Slemrod, Joel, 2009. "What does tax aggressiveness signal? Evidence from stock price reactions to news about tax shelter involvement," Journal of Public Economics, Elsevier, vol. 93(1-2), pages 126-141, February.
    22. Graham, John R. & Tucker, Alan L., 2006. "Tax shelters and corporate debt policy," Journal of Financial Economics, Elsevier, vol. 81(3), pages 563-594, September.
    23. Petro Lisowsky & Leslie Robinson & Andrew Schmidt, 2013. "Do Publicly Disclosed Tax Reserves Tell Us About Privately Disclosed Tax Shelter Activity?," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 51(3), pages 583-629, June.
    24. Desai, Mihir A. & Dharmapala, Dhammika, 2006. "Corporate tax avoidance and high-powered incentives," Journal of Financial Economics, Elsevier, vol. 79(1), pages 145-179, January.
    25. Armstrong, Christopher S. & Blouin, Jennifer L. & Jagolinzer, Alan D. & Larcker, David F., 2015. "Corporate Governance, Incentives, and Tax Avoidance," Research Papers 2134, Stanford University, Graduate School of Business.
    26. Hanlon, Michelle & Heitzman, Shane, 2010. "A review of tax research," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 127-178, December.
    27. A. Hong, Hyun & Lobo, Gerald J. & Ryou, Ji Woo, 2019. "Financial market development and firm investment in tax avoidance: Evidence from credit default swap market," Journal of Banking & Finance, Elsevier, vol. 107(C), pages 1-1.
    28. Lisa De Simone & Rebecca Lester & Kevin Markle, 2020. "Transparency and Tax Evasion: Evidence from the Foreign Account Tax Compliance Act (FATCA)," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 58(1), pages 105-153, March.
    29. Kim, Jeong-Bon & Li, Yinghua & Zhang, Liandong, 2011. "Corporate tax avoidance and stock price crash risk: Firm-level analysis," Journal of Financial Economics, Elsevier, vol. 100(3), pages 639-662, June.
    30. Allen, Arthur & Francis, Bill B. & Wu, Qiang & Zhao, Yijiang, 2016. "Analyst coverage and corporate tax aggressiveness," Journal of Banking & Finance, Elsevier, vol. 73(C), pages 84-98.
    31. Armstrong, Christopher S. & Blouin, Jennifer L. & Jagolinzer, Alan D. & Larcker, David F., 2015. "Corporate governance, incentives, and tax avoidance," Journal of Accounting and Economics, Elsevier, vol. 60(1), pages 1-17.
    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. Fangjun Wang & Shuolei Xu & Junqin Sun & Charles P. Cullinan, 2020. "Corporate Tax Avoidance: A Literature Review And Research Agenda," Journal of Economic Surveys, Wiley Blackwell, vol. 34(4), pages 793-811, September.
    2. Liang Xu & Xinyan Yan & Haoyi Yang & Wenqiao Zhang, 2026. "Prosocial CEOs and Corporate Tax Avoidance," Journal of Business Ethics, Springer, vol. 204(2), pages 367-390, March.
    3. Mansoor Afzali & Timmy Thor, 2025. "Corporate culture and tax planning," Review of Quantitative Finance and Accounting, Springer, vol. 64(2), pages 861-898, February.
    4. Chaudhry, Neeru, 2021. "Tax aggressiveness and idiosyncratic volatility," The North American Journal of Economics and Finance, Elsevier, vol. 58(C).
    5. Devos, Erik & Rahman, Shofiqur, 2023. "Does labor unemployment insurance affect corporate tax aggressiveness?," International Review of Financial Analysis, Elsevier, vol. 90(C).
    6. McClure, Ross & Lanis, Roman & Wells, Peter & Govendir, Brett, 2018. "The impact of dividend imputation on corporate tax avoidance: The case of shareholder value," Journal of Corporate Finance, Elsevier, vol. 48(C), pages 492-514.
    7. DeFond, Mark & Qi, Baolei & Si, Yi & Zhang, Jieying, 2025. "Do signatory auditors with tax expertise facilitate or curb tax aggressiveness?," Journal of Accounting and Economics, Elsevier, vol. 79(1).
    8. Martin Jacob & Anna Rohlfing-Bastian & Kai Sandner, 2021. "Why do not all firms engage in tax avoidance?," Review of Managerial Science, Springer, vol. 15(2), pages 459-495, February.
    9. Wei Cen & Naqiong Tong & Yushi Sun, 2017. "Tax avoidance and cost of debt: evidence from a natural experiment in China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 57(5), pages 1517-1556, December.
    10. Guangyong Lei & Wanwan Wang & Junli Yu & Kam C. Chan, 2022. "Cultural Diversity and Corporate Tax Avoidance: Evidence from Chinese Private Enterprises," Journal of Business Ethics, Springer, vol. 176(2), pages 357-379, March.
    11. Gul, Ferdinand A. & Khedmati, Mehdi & Shams, Syed M.M., 2020. "Managerial acquisitiveness and corporate tax avoidance," Pacific-Basin Finance Journal, Elsevier, vol. 64(C).
    12. Armstrong, Christopher S. & Blouin, Jennifer L. & Jagolinzer, Alan D. & Larcker, David F., 2015. "Corporate governance, incentives, and tax avoidance," Journal of Accounting and Economics, Elsevier, vol. 60(1), pages 1-17.
    13. Wenzhou Qu & Shaoqing Kang & Lihong Wang, 2020. "Saving or tunnelling: value effects of tax avoidance in Chinese listed local government‐controlled firms," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(5), pages 4421-4465, December.
    14. Devos, Erik & Ke, Yun & Snead, Kenneth & Zhou, Fuzhao, 2024. "Firm location and tax avoidance: Urban versus non-urban firms," Advances in accounting, Elsevier, vol. 67(C).
    15. Andrew M. Bauer & Junxiong Fang & Jeffrey Pittman & Yinqi Zhang & Yuping Zhao, 2020. "How Aggressive Tax Planning Facilitates the Diversion of Corporate Resources: Evidence from Path Analysis†," Contemporary Accounting Research, John Wiley & Sons, vol. 37(3), pages 1882-1913, September.
    16. Fang, Ming & Wu, Qiang & Xu, Xin (Emma) & Zhou, Zejiang, 2025. "CFO social networks and corporation taxation," Journal of Financial Stability, Elsevier, vol. 78(C).
    17. Dhawan, Anirudh & Ma, Liangbo & Kim, Maria H., 2020. "Effect of corporate tax avoidance activities on firm bankruptcy risk," Journal of Contemporary Accounting and Economics, Elsevier, vol. 16(2).
    18. Roman Lanis & Grant Richardson & Chelsea Liu & Ross McClure, 2019. "The Impact of Corporate Tax Avoidance on Board of Directors and CEO Reputation," Journal of Business Ethics, Springer, vol. 160(2), pages 463-498, December.
    19. Francis, Bill B. & Hasan, Iftekhar & Sun, Xian & Wu, Qiang, 2016. "CEO political preference and corporate tax sheltering," Journal of Corporate Finance, Elsevier, vol. 38(C), pages 37-53.
    20. Onur Bayar & Fariz Huseynov & Sabuhi Sardarli, 2018. "Corporate Governance, Tax Avoidance, and Financial Constraints," Financial Management, Financial Management Association International, vol. 47(3), pages 651-677, September.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    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:jocaae:v:22:y:2026:i:1:s1815566925000736. 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: https://www.journals.elsevier.com/journal-of-contemporary-accounting-and-economics .

    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.