IDEAS home Printed from https://ideas.repec.org/a/eee/ecanpo/v85y2025icp733-753.html
   My bibliography  Save this article

Public data openness and corporate total factor productivity

Author

Listed:
  • Qian, Yifan

Abstract

Public data openness is a crucial initiative in advancing the development of digital government and the digital economy strategy. This study utilizes data from China's A-share listed companies from 2010 to 2022 and employs a multi-period difference-in-differences (DID) model to analyze the impact of public data openness on corporate total factor productivity (TFP). The conclusions are as follows: (1) Public data openness can enhance corporate total factor productivity. This conclusion remains robust after considering the heterogeneous treatment effects and addressing endogeneity issues. (2)Public data openness improves corporate total factor productivity by reducing information asymmetry, enhancing corporate operational capabilities, and optimizing the market environment. (3)Heterogeneity analysis reveals that public data openness has a more significant impact on improving TFP for companies in eastern regions and non-manufacturing industries. Moreover, this improvement is more pronounced in firms with higher market positions and greater resilience. Based on these findings, this research provides empirical evidence and policy insights for advancing public data openness, improving corporate productivity, and strengthening the stability and resilience of the socio-economic system.

Suggested Citation

  • Qian, Yifan, 2025. "Public data openness and corporate total factor productivity," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 733-753.
  • Handle: RePEc:eee:ecanpo:v:85:y:2025:i:c:p:733-753
    DOI: 10.1016/j.eap.2024.12.036
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0313592624003758
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eap.2024.12.036?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. Kirill Borusyak & Xavier Jaravel, 2018. "The Distributional Effects of Trade: Theory and Evidence from the United States," 2018 Meeting Papers 284, Society for Economic Dynamics.
    2. Lemoine, Matthieu & Lindé, Jesper, 2016. "Fiscal consolidation under imperfect credibility," European Economic Review, Elsevier, vol. 88(C), pages 108-141.
    3. Sun, Guanglin & Yin, Ding & Kong, Tao & Yin, Lei, 2024. "The impact of the integration of the digital economy and the real economy on the risk of stock price collapse," Pacific-Basin Finance Journal, Elsevier, vol. 85(C).
    4. Peng, Huan & Bumailikaimu, Sulidan & Feng, Ting, 2024. "The power of market: Venture capital and enterprise digital transformation," The North American Journal of Economics and Finance, Elsevier, vol. 74(C).
    5. Shen, Qiong & Pan, Yuxi & Meng, Xiangxu & Ling, Xiao & Hu, Shilei & Feng, Yanchao, 2023. "How does the transition policy of mineral resource-exhausted cities affect the process of industrial upgrading? New empirical evidence from China," Resources Policy, Elsevier, vol. 86(PB).
    6. Kirill Borusyak & Peter Hull & Xavier Jaravel, 2022. "Quasi-Experimental Shift-Share Research Designs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(1), pages 181-213.
    7. Ajay Agrawal & Joshua Gans & Avi Goldfarb, 2019. "The Economics of Artificial Intelligence: An Agenda," NBER Books, National Bureau of Economic Research, Inc, number agra-1, June.
    8. Lee, Chien-Chiang & Wang, Chih-Wei & Purnama, Muhammad Yusuf Indra & Sharma, Susan Sunila, 2024. "Digitalization and firms' debt maturity: Do financial constraints and uncertainty matter?," Pacific-Basin Finance Journal, Elsevier, vol. 85(C).
    9. Zhang, Shijin & Zhang, Weiwei & Chen, Fu & Guo, Bingxin, 2023. "Does the mixed-ownership reform of Chinese state-owned enterprises improves their total factor productivity?," Pacific-Basin Finance Journal, Elsevier, vol. 82(C).
    10. Abhishek Nagaraj, 2022. "T he P rivate I mpact of P ublic D ata: L andsat S atellite M aps I ncreased G old D iscoveries and E ncouraged E ntry," Management Science, INFORMS, vol. 68(1), pages 564-582, January.
    11. Black, Lamont & Correa, Ricardo & Huang, Xin & Zhou, Hao, 2016. "The systemic risk of European banks during the financial and sovereign debt crises," Journal of Banking & Finance, Elsevier, vol. 63(C), pages 107-125.
    12. Du, Jiayue & Gao, Haoyu & Wen, Huiyu & Ye, Yanyi, 2024. "Public data acces and stock price synchronicity: Evidence from China," Economic Modelling, Elsevier, vol. 130(C).
    13. Yi Chen & Ziying Fan & Xiaomin Gu & Li-An Zhou, 2020. "Arrival of Young Talent: The Send-Down Movement and Rural Education in China," American Economic Review, American Economic Association, vol. 110(11), pages 3393-3430, November.
    14. Xiong, Mengzhi & Zhang, Fan & Zhang, Huanjiao & Wang, Hanzhan, 2023. "Digital economy, credit expansion, and modernization of industrial structure in China," Finance Research Letters, Elsevier, vol. 58(PC).
    15. Su, Xiang & Tan, Junlan, 2023. "Regional energy transition path and the role of government support and resource endowment in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 174(C).
    16. Kuniyoshi Saito & Daisuke Tsuruta, 2018. "Information asymmetry in small and medium enterprise credit guarantee schemes: evidence from Japan," Applied Economics, Taylor & Francis Journals, vol. 50(22), pages 2469-2485, May.
    17. Joel M. David & Venky Venkateswaran, 2019. "The Sources of Capital Misallocation," American Economic Review, American Economic Association, vol. 109(7), pages 2531-2567, July.
    18. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    19. Andrea Caggese & Vicente Cunat, 2013. "Financing Constraints, Firm Dynamics, Export Decisions, and Aggregate Productivity," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 177-193, January.
    20. Zhu, Minghao & Liang, Chen & Yeung, Andy C.L. & Zhou, Honggeng, 2024. "The impact of intelligent manufacturing on labor productivity: An empirical analysis of Chinese listed manufacturing companies," International Journal of Production Economics, Elsevier, vol. 267(C).
    21. Atsushi Kato, 2009. "Product Market Competition and Productivity in the Indian Manufacturing Industry," Journal of Development Studies, Taylor & Francis Journals, vol. 45(10), pages 1579-1593.
    22. Qiong Shen & Yuxi Pan & Yanchao Feng, 2023. "The impacts of high-speed railway on environmental sustainability: quasi-experimental evidence from China," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-19, December.
    23. Jin, Yu & Ma, Yuan-Yuan & Yuan, Li-Bin, 2024. "How does digital finance affect the total factor productivity of listed manufacturing companies?," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 84-94.
    24. Haithem Awijen & Sami Ben Jabeur & Houssein Ballouk, 2024. "Mineral policy dynamics and their impact on equity market volatility in the global south: A multi-country analysis," Post-Print hal-04854038, HAL.
    25. Park, Inchae & Yoon, Byungun, 2018. "Technological opportunity discovery for technological convergence based on the prediction of technology knowledge flow in a citation network," Journal of Informetrics, Elsevier, vol. 12(4), pages 1199-1222.
    26. Prabhsimran Singh & Yogesh K. Dwivedi & Karanjeet Singh Kahlon & Ravinder Singh Sawhney & Ali Abdallah Alalwan & Nripendra P. Rana, 2020. "Smart Monitoring and Controlling of Government Policies Using Social Media and Cloud Computing," Information Systems Frontiers, Springer, vol. 22(2), pages 315-337, April.
    27. Ghosh, Dipankar & Olsen, Lori, 2009. "Environmental uncertainty and managers' use of discretionary accruals," Accounting, Organizations and Society, Elsevier, vol. 34(2), pages 188-205, February.
    28. Thomas J. Holmes & James A. Schmitz, 2010. "Competition and Productivity: A Review of Evidence," Annual Review of Economics, Annual Reviews, vol. 2(1), pages 619-642, September.
    29. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    30. Jungwoo Lee & Byoung Joon Kim & SeonJu Park & Sungbum Park & Kangtak Oh, 2018. "Proposing a Value-Based Digital Government Model: Toward Broadening Sustainability and Public Participation," Sustainability, MDPI, vol. 10(9), pages 1-13, August.
    31. Maryam Farboodi & Laura Veldkamp, 2021. "A Model of the Data Economy," NBER Working Papers 28427, National Bureau of Economic Research, Inc.
    32. Baker, Andrew C. & Larcker, David F. & Wang, Charles C.Y., 2022. "How much should we trust staggered difference-in-differences estimates?," Journal of Financial Economics, Elsevier, vol. 144(2), pages 370-395.
    33. Dubey, Rameshwar & Gunasekaran, Angappa & Childe, Stephen J. & Papadopoulos, Thanos & Luo, Zongwei & Wamba, Samuel Fosso & Roubaud, David, 2019. "Can big data and predictive analytics improve social and environmental sustainability?," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 534-545.
    34. 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.
    35. Tan, Justin & Wang, Liang, 2010. "Flexibility-efficiency tradeoff and performance implications among Chinese SOEs," Journal of Business Research, Elsevier, vol. 63(4), pages 356-362, April.
    36. Natalia Ortiz-de-Mandojana & Pratima Bansal, 2016. "The long-term benefits of organizational resilience through sustainable business practices," Strategic Management Journal, Wiley Blackwell, vol. 37(8), pages 1615-1631, August.
    37. Zhenhua Zhang & Jingxue Zhang & Yanchao Feng, 2021. "Assessment of the Carbon Emission Reduction Effect of the Air Pollution Prevention and Control Action Plan in China," IJERPH, MDPI, vol. 18(24), pages 1-13, December.
    38. Awijen, Haithem & Ben Jabeur, Sami & Ballouk, Houssein, 2024. "Mineral policy dynamics and their impact on equity market volatility in the global south: A multi-country analysis," Resources Policy, Elsevier, vol. 99(C).
    39. 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.
    40. Xing, Qiuhang & Xu, Gaoshuang & Wang, Yanping, 2024. "Open government data and the cost of debt," International Review of Financial Analysis, Elsevier, vol. 95(PA).
    41. Sreedhar T. Bharath & Tyler Shumway, 2008. "Forecasting Default with the Merton Distance to Default Model," The Review of Financial Studies, Society for Financial Studies, vol. 21(3), pages 1339-1369, May.
    42. Sun, Jie & Sun, Siying & Chen, Boli & Hu, Yukun, 2024. "Charging change: Analysing the UK's electric vehicle infrastructure policies and market dynamics," Energy Policy, Elsevier, vol. 191(C).
    43. He, Chengying & Geng, Xiaoxu & Tan, Chunzhi & Guo, Ruijin, 2023. "Fintech and corporate debt default risk: Influencing mechanisms and heterogeneity," Journal of Business Research, Elsevier, vol. 164(C).
    44. Petar Milić & Nataša Veljković & Leonid Stoimenov, 2022. "Using OpenGovB Transparency Indicator to Evaluate National Open Government Data," Sustainability, MDPI, vol. 14(3), pages 1-16, January.
    45. Stephanie Duchek, 2020. "Organizational resilience: a capability-based conceptualization," Business Research, Springer;German Academic Association for Business Research, vol. 13(1), pages 215-246, April.
    46. Man Jin & Huiting Tian & Subal C. Kumbhakar, 2020. "How to survive and compete: the impact of information asymmetry on productivity," Journal of Productivity Analysis, Springer, vol. 53(1), pages 107-123, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Jie Wang & Xiaohui Zhou & Yunning Ma & Yongrok Choi, 2025. "Public Data Elements and Enterprise Digital Transformation: A Quasi-Natural Experiment Based on Open Government Data Platforms for Sustainable Urban Planning," Sustainability, MDPI, vol. 17(10), pages 1-32, May.

    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. 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).
    2. Li, Tongxia & Lu, Chun & Xu, Lei, 2025. "Access to finance and cost stickiness: Evidence from anti-recharacterization laws," Advances in accounting, Elsevier, vol. 68(C).
    3. Zhang, Ning & Bo, Lan & Wang, Xuanqiao, 2024. "Confucian culture and corporate default risk: Assessing the governance influence of traditional culture," International Review of Economics & Finance, Elsevier, vol. 94(C).
    4. Dong, Siyuan & Wang, Na & Fan, Chengwei & Chen, Shi & Zhang, Lei, 2024. "E-commerce and rural women entrepreneurship ——Based on the quasi-natural experiment of “comprehensive demonstration policy” for E-commerce in rural areas," Economic Analysis and Policy, Elsevier, vol. 83(C), pages 749-765.
    5. Tao Chen & Shinichi Kamiya & Pingyi Lou & Andreas Milidonis, 2023. "Analyst coverage, executive compensation and corporate risk‐taking: Evidence from property–casualty insurance firms," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 90(4), pages 899-939, December.
    6. Hong, Jifeng & Kazakis, Pantelis & Strieborny, Martin, 2024. "Green Bond Issuance by Firms, External Monitoring, and Probability of Default: An Empirical Research Based on Green Policies," MPRA Paper 123049, University Library of Munich, Germany.
    7. Zhong, Yuan & Lai, Huisu & Zhang, Liang & Guo, Lixiang & Lai, Xiaobing, 2025. "Does public data openness accelerate new quality productive forces? Evidence from China," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 1409-1427.
    8. Qiao, Lu & Fei, Junjun, 2022. "Government subsidies, enterprise operating efficiency, and “stiff but deathless” zombie firms," Economic Modelling, Elsevier, vol. 107(C).
    9. Li Long & Hanhan Wang, 2025. "Evaluating the Impact of Green Manufacturing on Corporate Resilience: A Quasi-Natural Experiment Based on Chinese Green Factories," Sustainability, MDPI, vol. 17(14), pages 1-30, July.
    10. Fang, Guanfu & Gao, Tiantian & He, Huanlang & Sun, Qian, 2023. "Public credit information arrangements and entrepreneurship: Evidence from China," China Economic Review, Elsevier, vol. 81(C).
    11. Chen, Gaocai & Liu, Peng & Jiang, Aiying, 2024. "Does digital transformation in enterprises reduce debt default risk?," International Review of Economics & Finance, Elsevier, vol. 96(PA).
    12. Jia Liao & Yun Zhan & Yu Yuan, 2024. "Top management team stability and corporate default risk: The moderating effects of industry competition and strategic deviance," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 45(2), pages 809-827, March.
    13. Truong, Chi & Sheen, Jeffrey & Trück, Stefan & Villafuerte, James, 2022. "Early warning systems using dynamic factor models: An application to Asian economies," Journal of Financial Stability, Elsevier, vol. 58(C).
    14. Chen, Wanyi & Xu, Jingyu, 2024. "Can digital tax enforcement reduce the risk of corporate debt default?," Economic Analysis and Policy, Elsevier, vol. 83(C), pages 1041-1060.
    15. 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.
    16. Huang, Chenchen & Luo, Di & Mukherjee, Soumyatanu & Mishra, Tapas, 2022. "To Acquire or to Ally? Managing Partners’ Environmental Risk in International Expansion," MPRA Paper 121808, University Library of Munich, Germany, revised 07 Jan 2023.
    17. Ma, Rui & Guo, Fei & Li, Dongdong, 2024. "Can public data availability affect stock price crash risk? Evidence from China," International Review of Financial Analysis, Elsevier, vol. 94(C).
    18. Gao, Peng & He, Ling & Hu, Shiyang & Xin, Qingquan, 2024. "Double-edged sword: Does strong creditor protection in the bankruptcy process affect firm productivity," International Review of Financial Analysis, Elsevier, vol. 95(PA).
    19. Klaas Mulier & Mike Mariathasan & Ozan Guler & Andrea Caggese, 2022. "Firing Costs and Productivity: Evidence from a Natural Experiment," Working Papers 1376, Barcelona School of Economics.
    20. repec:ags:aaea22:335481 is not listed on IDEAS
    21. Wu, Desheng & Xie, Yu, 2024. "Unveiling the impact of public data access on collaborative reduction of pollutants and carbon emissions: Evidence from open government data policy," Energy Economics, Elsevier, vol. 138(C).

    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:ecanpo:v:85:y:2025:i:c:p:733-753. 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: http://www.journals.elsevier.com/economic-analysis-and-policy .

    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.