IDEAS home Printed from https://ideas.repec.org/a/eee/ememar/v63y2024ics1566014124001055.html

Heterogeneous uncertainty matters! Evidence based on firms' cost management decisions

Author

Listed:
  • Li, Lu
  • Yuan, Xi
  • Wei, Shuang
  • Yang, Guochao

Abstract

The literature traditionally treats the uncertainty firms encounter as a whole, neglecting the inherent heterogeneity of uncertainty that prevails in the real world. To address this critical issue, this study employs natural language processing methods to decompose uncertainty into three distinct levels: firm-level, industry-level, and macro-level uncertainty. We then examine the impact of heterogeneous uncertainty on corporate decision-making from a cost management perspective. Our findings indicate that while uncertainty as a whole increases cost stickiness, this effect mainly stems from firm-level uncertainty rather than industry-level and macro-level uncertainty. These findings suggest that firms only respond to uncertainty when they perceive uncertainty at the firm level. Cross-sectional tests indicate that the impact of uncertainty on cost stickiness is more pronounced when firms face higher adjustment costs, lower financing constraints, and lower competitive pressures than otherwise. Additionally, uncertainty diminishes firms' cost elasticity, curtailing their production flexibility. Collectively, our results provide insights into comprehending the internal mechanisms of firms' decision-making in the face of uncertainty.

Suggested Citation

  • Li, Lu & Yuan, Xi & Wei, Shuang & Yang, Guochao, 2024. "Heterogeneous uncertainty matters! Evidence based on firms' cost management decisions," Emerging Markets Review, Elsevier, vol. 63(C).
  • Handle: RePEc:eee:ememar:v:63:y:2024:i:c:s1566014124001055
    DOI: 10.1016/j.ememar.2024.101210
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1566014124001055
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ememar.2024.101210?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. 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.
    2. Mark C. Anderson & Rajiv D. Banker & Surya N. Janakiraman, 2003. "Are Selling, General, and Administrative Costs “Sticky”?," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 41(1), pages 47-63, March.
    3. John Y. Campbell & Martin Lettau & Burton G. Malkiel & Yexiao Xu, 2001. "Have Individual Stocks Become More Volatile? An Empirical Exploration of Idiosyncratic Risk," Journal of Finance, American Finance Association, vol. 56(1), pages 1-43, February.
    4. Dixit, Avinash K, 1989. "Entry and Exit Decisions under Uncertainty," Journal of Political Economy, University of Chicago Press, vol. 97(3), pages 620-638, June.
    5. Kai Li & Feng Mai & Rui Shen & Xinyan Yan, 2021. "Measuring Corporate Culture Using Machine Learning [Machine learning methods that economists should know about]," The Review of Financial Studies, Society for Financial Studies, vol. 34(7), pages 3265-3315.
    6. Tim Loughran & Bill Mcdonald, 2016. "Textual Analysis in Accounting and Finance: A Survey," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 54(4), pages 1187-1230, September.
    7. Sanjay Kallapur & Leslie Eldenburg, 2005. "Uncertainty, Real Options, and Cost Behavior: Evidence from Washington State Hospitals," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 43(5), pages 735-752, December.
    8. Bizjak, John M. & Lemmon, Michael L. & Naveen, Lalitha, 2008. "Does the use of peer groups contribute to higher pay and less efficient compensation?," Journal of Financial Economics, Elsevier, vol. 90(2), pages 152-168, November.
    9. Wu-Lung Li & Kenneth Zheng, 2017. "Product market competition and cost stickiness," Review of Quantitative Finance and Accounting, Springer, vol. 49(2), pages 283-313, August.
    10. Nick Bloom & Stephen Bond & John Van Reenen, 2007. "Uncertainty and Investment Dynamics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(2), pages 391-415.
    11. Kyle Jurado & Sydney C. Ludvigson & Serena Ng, 2015. "Measuring Uncertainty," American Economic Review, American Economic Association, vol. 105(3), pages 1177-1216, March.
    12. Tarek A Hassan & Stephan Hollander & Laurence van Lent & Ahmed Tahoun, 2019. "Firm-Level Political Risk: Measurement and Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(4), pages 2135-2202.
    13. Guochao Yang & Yize Hu, 2022. "Manufacturing background CEOs and corporate cost management: evidence from listed manufacturing firms," China Journal of Accounting Studies, Taylor & Francis Journals, vol. 10(2), pages 274-300, April.
    14. Kai Li & Feng Mai & Rui Shen & Xinyan Yan, 2021. "Measuring Corporate Culture Using Machine Learning," NBER Chapters, in: Big Data: Long-Term Implications for Financial Markets and Firms, pages 3265-3315, National Bureau of Economic Research, Inc.
    15. Martin Holzhacker & Ranjani Krishnan & Matthias D. Mahlendorf, 2015. "The Impact of Changes in Regulation on Cost Behavior," Contemporary Accounting Research, John Wiley & Sons, vol. 32(2), pages 534-566, June.
    16. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    17. Banker, Rajiv D. & Byzalov, Dmitri & Chen, Lei (Tony), 2013. "Employment protection legislation, adjustment costs and cross-country differences in cost behavior," Journal of Accounting and Economics, Elsevier, vol. 55(1), pages 111-127.
    18. Clara Xiaoling Chen & Hai Lu & Theodore Sougiannis, 2012. "The Agency Problem, Corporate Governance, and the Asymmetrical Behavior of Selling, General, and Administrative Costs," Contemporary Accounting Research, John Wiley & Sons, vol. 29(1), pages 252-282, March.
    19. Ozturk, Ezgi O. & Sheng, Xuguang Simon, 2018. "Measuring global and country-specific uncertainty," Journal of International Money and Finance, Elsevier, vol. 88(C), pages 276-295.
    20. Huseyin Gulen & Mihai Ion, 2016. "Editor's Choice Policy Uncertainty and Corporate Investment," The Review of Financial Studies, Society for Financial Studies, vol. 29(3), pages 523-564.
    21. Zhaoyang Gu & Song Tang & Donghui Wu, 2020. "The Political Economy of Labor Employment Decisions: Evidence from China," Management Science, INFORMS, vol. 66(10), pages 4703-4725, October.
    22. Shijun Cheng & Wei Jiang & Yeqin Zeng, 2018. "Does access to capital affect cost stickiness? Evidence from China," Asia-Pacific Journal of Accounting & Economics, Taylor & Francis Journals, vol. 25(1-2), pages 177-198, January.
    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. Haonan Wang & Fangjuan Qiu, 2025. "AI adoption and labor cost stickiness: based on natural language and machine learning," Information Technology and Management, Springer, vol. 26(2), pages 163-184, June.
    2. Woo‐Jong Lee & Jeffrey Pittman & Walid Saffar, 2020. "Political Uncertainty and Cost Stickiness: Evidence from National Elections around the World," Contemporary Accounting Research, John Wiley & Sons, vol. 37(2), pages 1107-1139, June.
    3. Xia, Yanchun & Dong, Junqi & Guo, Shijun, 2025. "Policy uncertainty and cost stickiness: Evidence from IPO suspensions in China," Economic Modelling, Elsevier, vol. 151(C).
    4. Murad, S.M. Woahid & Pathan, Shams & Durand, Robert B. & Zheng, Chen, 2025. "Understanding Bank-Level Uncertainty: New insights into banking activity and its macroeconomic impacts," International Review of Economics & Finance, Elsevier, vol. 102(C).
    5. Hu, Lifang, 2025. "Maturity mismatch and disinvestment as transmission mechanisms: Linking economic policy uncertainty to firm performance," China Economic Review, Elsevier, vol. 94(PB).
    6. Ibrahim, Awad Elsayed Awad & Ali, Hesham & Aboelkheir, Heba, 2022. "Cost stickiness: A systematic literature review of 27 years of research and a future research agenda," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 46(C).
    7. Long, Zhineng & Xuan, Wenshuang & Zhang, Yanyu, 2023. "The dilemma of hometown identity: Evidence from Chinese corporate cost behavior," International Review of Financial Analysis, Elsevier, vol. 90(C).
    8. Mabel D. Costa & Ahsan Habib & Md. Borhan Uddin Bhuiyan, 2021. "Financial constraints and asymmetric cost behavior," Journal of Management Control: Zeitschrift für Planung und Unternehmenssteuerung, Springer, vol. 32(1), pages 33-83, March.
    9. Tajaddini, Reza & Gholipour, Hassan F., 2021. "Economic uncertainty and business formation: A cross-country analysis," Journal of Business Venturing Insights, Elsevier, vol. 16(C).
    10. Naoum, Vasilios-Christos & Ntounis, Dimitrios & Papanastasopoulos, Georgios & Vlismas, Orestes, 2023. "Asymmetric cost behavior: Theory, meta-analysis, and implications," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 53(C).
    11. Darrough, Masako & Hossain, Mahmud & Jha, Anand & Mitra, Santanu, 2025. "Persistent firm-level political risk and asymmetric cost adjustments," Advances in accounting, Elsevier, vol. 68(C).
    12. Chia-Hsin Chiang & Helen Choy & Yan-Jie Yang & Shu-Ling Yeh, 2025. "Strategic alignment between supply chain partners and cost stickiness of suppliers," Review of Quantitative Finance and Accounting, Springer, vol. 64(2), pages 941-999, February.
    13. Ashton De Silva & Huu Nhan Duong & My Nguyen & Yen Ngoc Nguyen, 2023. "Bank risk in uncertain times: Do credit rationing and revenue diversification matter?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 50(7-8), pages 1240-1273, July.
    14. Wulung Li & Ramachandran Natarajan & Yan Zhao & Kenneth Zheng, 2021. "The effect of management control mechanisms through risk-taking incentives on asymmetric cost behavior," Review of Quantitative Finance and Accounting, Springer, vol. 56(1), pages 219-243, January.
    15. Oh, Seungbin & Choi, Ahrum, 2025. "How does divergence of control and cash-flow rights influence cost stickiness?," The British Accounting Review, Elsevier, vol. 57(3).
    16. Ahmad, Muhammad Farooq & Aziz, Saqib & El-Khatib, Rwan & Kowalewski, Oskar, 2023. "Firm-level political risk and dividend payout," International Review of Financial Analysis, Elsevier, vol. 86(C).
    17. Basha, Shabeen Afsar & Benkraiem, Ramzi & Ben-Nasr, Hamdi & Masum, Abdullah-Al, 2025. "Does political risk exacerbate climate risk? Firm-level evidence," International Review of Financial Analysis, Elsevier, vol. 104(PA).
    18. Shang, Longfei & Lin, Ji-Chai & Saffar, Walid, 2021. "Does economic policy uncertainty drive the initiation of corporate lobbying?," Journal of Corporate Finance, Elsevier, vol. 70(C).
    19. Fiori, Giuseppe & Scoccianti, Filippo, 2023. "The economic effects of firm-level uncertainty: Evidence using subjective expectations," Journal of Monetary Economics, Elsevier, vol. 140(C), pages 92-105.
    20. Douglas Cumming & Fanyu Lu & Limin Xu & Chia-Feng (Jeffrey) Yu, 2024. "Are Companies Offloading Risk onto Employees in Times of Uncertainty? Insights from Corporate Pension Plans," Journal of Business Ethics, Springer, vol. 195(3), pages 579-598, December.

    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:ememar:v:63:y:2024:i:c:s1566014124001055. 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/inca/620356 .

    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.