IDEAS home Printed from https://ideas.repec.org/a/wly/mgtdec/v46y2025i6p3486-3503.html

Value Effect of Public Data Access—A Perspective Based on Manufacturing Firms' Markup

Author

Listed:
  • Shuangyan Li
  • Dan Wang
  • Jun Wen

Abstract

The government's sharing of data resources is an essential initiative to release the economic value of data factors. However, it is a question to empirically test whether the public can effectively utilize public data to create economic benefits. Based on this, we explore the value‐creation effect of public data access at the micro level from the perspective of manufacturing firms' markup. Using a sample of Chinese A‐share manufacturing firms from 2009 to 2023, we view launching a city‐level public data platform as a quasi‐natural experiment and employ the double difference model. We find that public data access significantly improves the markup of manufacturing firms, contributing to value creation at the firm level. The finding remains consistent after robustness tests such as the parallel trend, placebo, and PSM‐DID tests. Mechanistic analysis suggests that public data access facilitates manufacturing firms' markup by encouraging firm innovation and alleviating financing constraints. Further, moderating effect tests suggest that excellent data processing capabilities, high‐level internal governance, and a transparent urban information environment reinforce the value‐creating effects of public data access.

Suggested Citation

  • Shuangyan Li & Dan Wang & Jun Wen, 2025. "Value Effect of Public Data Access—A Perspective Based on Manufacturing Firms' Markup," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 46(6), pages 3486-3503, September.
  • Handle: RePEc:wly:mgtdec:v:46:y:2025:i:6:p:3486-3503
    DOI: 10.1002/mde.4542
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/mde.4542
    Download Restriction: no

    File URL: https://libkey.io/10.1002/mde.4542?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
    ---><---

    References listed on IDEAS

    as
    1. Stiebale, Joel & Vencappa, Dev, 2018. "Acquisitions, markups, efficiency, and product quality: Evidence from India," Journal of International Economics, Elsevier, vol. 112(C), pages 70-87.
    2. Maximilian Koppenberg & Stefan Hirsch, 2022. "Output market power and firm characteristics in dairy processing: Evidence from three EU countries," Journal of Agricultural Economics, Wiley Blackwell, vol. 73(2), pages 490-517, June.
    3. Eliana La Ferrara & Alberto Chong & Suzanne Duryea, 2012. "Soap Operas and Fertility: Evidence from Brazil," American Economic Journal: Applied Economics, American Economic Association, vol. 4(4), pages 1-31, October.
    4. Fan, Haichao & Gao, Xiang & Li, Yao Amber & Luong, Tuan Anh, 2018. "Trade liberalization and markups: Micro evidence from China," Journal of Comparative Economics, Elsevier, vol. 46(1), pages 103-130.
    5. Yang, Chih-Hai, 2023. "Competition in the Chinese market: Foreign firms and markups," Journal of the Japanese and International Economies, Elsevier, vol. 67(C).
    6. Wen Yue & Xuefei Li, 2023. "Financial constraints and firms’ markup: evidence from China," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-13, December.
    7. Ding, Xiaoya (Sara) & Guo, Mengmeng & Kuai, Yicheng & Niu, Geng, 2023. "Social trust and firm innovation: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 84(C), pages 474-493.
    8. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    9. Chen, Minjia & Matousek, Roman, 2020. "Do productive firms get external finance? Evidence from Chinese listed manufacturing firms," International Review of Financial Analysis, Elsevier, vol. 67(C).
    10. Han, Ning & Liu, Peixian & Zhong, Fanglei & Zhao, Dezhao, 2025. "Does public data access improve fiscal transparency? --On a quasi-natural experiment from government data platform access," Socio-Economic Planning Sciences, Elsevier, vol. 98(C).
    11. Bhattacharya, Utpal & Hsu, Po-Hsuan & Tian, Xuan & Xu, Yan, 2017. "What Affects Innovation More: Policy or Policy Uncertainty?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(5), pages 1869-1901, October.
    12. Ghasemaghaei, Maryam & Calic, Goran, 2019. "Does big data enhance firm innovation competency? The mediating role of data-driven insights," Journal of Business Research, Elsevier, vol. 104(C), pages 69-84.
    13. Chen, Shengqi & Zhang, Hong, 2021. "Does digital finance promote manufacturing servitization: Micro evidence from China," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 856-869.
    14. David Hirshleifer & Po-Hsuan Hsu & Dongmei Li, 2018. "Innovative Originality, Profitability, and Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 31(7), pages 2553-2605.
    15. Tang, Haodan & Fang, Senhui & Jiang, Dianchun, 2022. "The market value effect of digital mergers and acquisitions: Evidence from China," Economic Modelling, Elsevier, vol. 116(C).
    16. Cheng, Yiran & Zhou, Xiaorui & Li, Yongjian, 2023. "The effect of digital transformation on real economy enterprises’ total factor productivity," International Review of Economics & Finance, Elsevier, vol. 85(C), pages 488-501.
    17. Wen Yue, 2023. "Export product quality and markup of firms: evidence from China," Applied Economics, Taylor & Francis Journals, vol. 55(53), pages 6294-6309, November.
    18. Li, Xin & Liu, Zhaoda & Ye, Yongwei, 2024. "Public data and corporate employment: Evidence from the launch of Chinese public data platform," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 124-144.
    19. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    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. Huang, Yang & Xiong, Ni & Liu, Chengkun, 2025. "Smart city policies and corporate renewable energy technology innovation: Insights from patent text and machine learning," Energy Economics, Elsevier, vol. 148(C).
    2. Li, Lin & Xia, Qinqin & Du, Minzhe, 2024. "Regional banks, financing constraints and manufacturing enterprises' total factor productivity: A quasi-natural experiment of China's city commercial banks," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1652-1669.
    3. Tang, Haodan & Liang, Jiaxuan & Fang, Senhui, 2024. "The innovation effect of digital M&As: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 96(PA).
    4. Xu, Yanhui & Deng, Fuhua & Feng, Qianbin, 2025. "The effect of tax enforcement digitalization on corporate digital transformation: Evidence from China's listed companies," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 1105-1134.
    5. Fang, Ling & Shen, Ye, 2025. "Digital economy enabling high-quality development of agricultural Enterprises: Interaction, inner mechanism and strategic orientation," International Review of Economics & Finance, Elsevier, vol. 103(C).
    6. Wei, Qingfang & Liu, Yuan & Cai, Weixing & Wan, Jiangtao, 2025. "Open government data and personal default: Evidence from China," Journal of Asian Economics, Elsevier, vol. 100(C).
    7. Zou, Ganna & Zhang, Shengbo & Gan, Xingqiong & Cheng, Hua, 2025. "How government green procurement incentivises corporate green innovation? Evidence from China," Economic Analysis and Policy, Elsevier, vol. 86(C), pages 1605-1626.
    8. Miao, Miao & Yang, Yuxuan & Li, Xueyao & He, Wenjian, 2025. "Bankruptcy judicial reform and corporate fraud: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 103(C).
    9. Bedford, Anna & Ma, Le & Ma, Nelson & Vojvoda, Kristina, 2022. "Australian innovation: Patent database construction and first evidence," Pacific-Basin Finance Journal, Elsevier, vol. 73(C).
    10. Wang, Fengrong & Mbanyele, William & Muchenje, Linda, 2022. "Economic policy uncertainty and stock liquidity: The mitigating effect of information disclosure," Research in International Business and Finance, Elsevier, vol. 59(C).
    11. D'Mello, Ranjan & Toscano, Francesca, 2020. "Economic policy uncertainty and short-term financing: The case of trade credit," Journal of Corporate Finance, Elsevier, vol. 64(C).
    12. Wen, Fenghua & Li, Cui & Sha, Han & Shao, Liuguo, 2021. "How does economic policy uncertainty affect corporate risk-taking? Evidence from China," Finance Research Letters, Elsevier, vol. 41(C).
    13. Cui, Xin & Wang, Chunfeng & Sensoy, Ahmet & Liao, Jing & Xie, Xiaochen, 2023. "Economic policy uncertainty and green innovation: Evidence from China," Economic Modelling, Elsevier, vol. 118(C).
    14. Li, Tongxia & Ang, Tze Chuan ‘Chewie’ & Lu, Chun, 2023. "Employment protection and the provision of trade credit," Journal of Banking & Finance, Elsevier, vol. 155(C).
    15. Xiaoming Peng & Yihao Li & Chengxin Guo & Liang Peng & Sijin Tan, 2023. "“Risk” or “Opportunity”? The High Sensitivity of Corporate Green Innovation to Environmental Policy Uncertainty: Evidence from China," Sustainability, MDPI, vol. 15(11), pages 1-18, June.
    16. Chen, Wenting & Liu, Wenxin, 2025. "Digital M&A triggers innovation: When the going gets tough, the tough get going," Research in International Business and Finance, Elsevier, vol. 78(C).
    17. Dak-Adzaklo, Cephas Simon Peter & Wong, Raymond M.K., 2024. "Corporate governance reforms, societal trust, and corporate financial policies," Journal of Corporate Finance, Elsevier, vol. 84(C).
    18. Guo, Jingyuan & Deng, Kent, 2024. "Laying off old guards to rebuild state capacity: Deng Xiaoping’s bloodless coup d’etat in post-Mao China, 1980-2000," Economic History Working Papers 126083, London School of Economics and Political Science, Department of Economic History.
    19. Zhang, Jian & Wu, Wenruo & Yang, Jingyun & Xiao, Yi, 2025. "Trade policy uncertainty and corporate innovation —Evidence from the US-China trade war," Pacific-Basin Finance Journal, Elsevier, vol. 89(C).
    20. Chiara Bellucci & Armando Rungi, 2024. "Procompetitive effects of vertical takeovers. Evidence from the European Union," Papers 2411.12412, arXiv.org, revised May 2025.

    More about this item

    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:wly:mgtdec:v:46:y:2025:i:6:p:3486-3503. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www3.interscience.wiley.com/cgi-bin/jhome/7976 .

    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.