IDEAS home Printed from https://ideas.repec.org/a/eee/ecolet/v241y2024ics0165176524003070.html

Textual similarity between firm and government: Measurement and pricing

Author

Listed:
  • Liu, Yulin
  • Cao, Zhiling
  • Wen, Fenghua

Abstract

Using the BERT large language model and extensive textual data, this paper measures the alignment between firm achievements and government development goals. We prove that firms aligning closely with national goals are more favorably valued in the capital market. Our results offer valuable insights for policymakers and corporate leaders in strategy optimization within complex macroeconomic environments.

Suggested Citation

  • Liu, Yulin & Cao, Zhiling & Wen, Fenghua, 2024. "Textual similarity between firm and government: Measurement and pricing," Economics Letters, Elsevier, vol. 241(C).
    • Handle: RePEc:eee:ecolet:v:241:y:2024:i:c:s0165176524003070
    DOI: 10.1016/j.econlet.2024.111823
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0165176524003070
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.econlet.2024.111823?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. Qing Li & Hongyu Shan & Yuehua Tang & Vincent Yao, 2024. "Corporate Climate Risk: Measurements and Responses," The Review of Financial Studies, Society for Financial Studies, vol. 37(6), pages 1778-1830.
    2. Apergis, Nicholas, 2024. "Monetary policy shocks and corporate cash holdings: New European evidence," Economics Letters, Elsevier, vol. 237(C).
    3. Lee, Charles M.C. & Zhong, Qinlin, 2022. "Shall we talk? The role of interactive investor platforms in corporate communication," Journal of Accounting and Economics, Elsevier, vol. 74(2).
    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. Yijiang Zhou & Jiayi Jia & Yongzeng Lai & Lin Li, 2025. "Key Resource Sharing and Sustainable Innovation in Innovation Consortium: A Multiagent Collaboration and Multihelix Perspective," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 46(7), pages 3935-3947, October.

    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. Bardos, Katsiaryna Salavei & Mishra, Dev R. & Somé, Hyacinthe Y., 2025. "Firm-level climate sentiments, climate politics and implied cost of equity capital," Journal of Corporate Finance, Elsevier, vol. 94(C).
    2. Zhang, Juying, 2025. "Mitigating climate risk in supply chains: Empirical insights from the bullwhip effect in Chinese enterprises," Economic Analysis and Policy, Elsevier, vol. 88(C), pages 888-902.
    3. Rahim, Noraimah Farah & Sulong, Zunaidah & Abdullah, Mohammad & Wali Ullah, G. M., 2025. "Geopolitical risk and firm climate change risk," Finance Research Letters, Elsevier, vol. 85(PD).
    4. Jiang, Yong & Klein, Tony & Ren, Yi-Shuai & Xiong, Yuan-Kun, 2026. "Green innovation in the face of external uncertainty: Insights from US climate policies," Energy Economics, Elsevier, vol. 153(C).
    5. Jiao, Anqi & Sun, Ran & Ren, Honglin, 2025. "Navigating climate policy: Corporate lobbying strategies in response to intensified climate risk exposure," Energy Economics, Elsevier, vol. 148(C).
    6. Hu, Zinan & Borjigin, Sumuya, 2025. "Climate information disclosure quality and systemic risk in the U.S. banking industry," Journal of Financial Stability, Elsevier, vol. 79(C).
    7. Lu, Hengzhen & Wang, Xinran, 2025. "Stranded asset risk and corporate capital structure: Evidence from China’s low-carbon transition," Research in International Business and Finance, Elsevier, vol. 80(C).
    8. Wang, Yulan & Li, Jinglin & Zhou, Bing & Wang, Jiayi, 2025. "Does having an official internet platform improve firms’ investment efficiency: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 98(C).
    9. Zhu, Jing & Zhang, Chen & Sun, Jiaojiao & Ding, Jiajun, 2025. "The impact mechanism of interactive carbon disclosure on firm value moderated by investors’ online social networks," Research in International Business and Finance, Elsevier, vol. 75(C).
    10. Wang, Yanyan & He, Xubiao, 2024. "Competence enhancement from interactive learning: Does attending conferences affect CEO turnover?," International Review of Economics & Finance, Elsevier, vol. 95(C).
    11. Xu Gong & Qin Liao & Wenzhou Qu & Wuqi Song, 2025. "Does Climate Risk Attention Sensitivity Affect Corporate Green Innovation? Evidence From China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 65(4), pages 3618-3632, December.
    12. Francois Brochet & Roman Chychyla & Fabrizio Ferri, 2024. "Virtual Shareholder Meetings," Management Science, INFORMS, vol. 70(9), pages 5896-5930, September.
    13. Md Lutfur Rahman & Sudipta Bose, 2025. "Firm-level Climate Vulnerability and Corporate Risk-taking: International Evidence," Working Papers DP-2024-36, Economic Research Institute for ASEAN and East Asia (ERIA).
    14. Liu, Jing-Yue & Lei, Quan & Li, Ruojin & Zhang, Yue-Jun, 2024. "Resistance or motivation? Impact of climate risk on corporate greenwashing: An empirical study of Chinese enterprises," Global Finance Journal, Elsevier, vol. 62(C).
    15. Huang, Zhenxing & Liu, Jialiang & Zhang, Xiaojia & Li, WeiWei, 2024. "Does the online interaction between retail investors and firms affect stock price synchronicity?," Finance Research Letters, Elsevier, vol. 69(PB).
    16. Jing Zhu & Chen Zhang & Jingsong Zhao & Yuanpu Ji & Wenjun Wang, 2024. "The impact of declarative and interactive carbon disclosure on firm value: complements or substitutes?," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(5), pages 13375-13409, May.
    17. Duong, Huu Nhan & Kalev, Petko S. & Kalimipalli, Madhu & Trivedi, Saurabh, 2025. "Do firms benefit from carbon risk management? Evidence from the credit default swaps market," Journal of Corporate Finance, Elsevier, vol. 94(C).
    18. Chen, Yunsen & Feng, Zizhen & Yu, Yao & Yuan, Wei, 2025. "The capital market consequences of the regulator-led minority shareholder: Evidence from China," Journal of Contemporary Accounting and Economics, Elsevier, vol. 21(3).
    19. He, Feng & Duan, Lin & Lucey, Brian & Hao, Jing, 2025. "Biodiversity risk or climate risk? Which factor affects corporate ESG rating divergence," International Review of Financial Analysis, Elsevier, vol. 104(PA).
    20. Liu, Xiumei & Tan, Youchao & Xie, Ziheng & Zhou, Ruixue, 2026. "Green or greenwashed? ESG contracting and corporate environmental investment," Journal of Business Research, Elsevier, vol. 204(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:ecolet:v:241:y:2024:i:c:s0165176524003070. 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.elsevier.com/locate/ecolet .

    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.