IDEAS home Printed from https://ideas.repec.org/a/eee/eneeco/v153y2026ics0140988325008849.html

The global geopolitical-energy uncertainty index and total factor productivity: New evidence from firm-level analysis

Author

Listed:
  • Dang, Tam Hoang Nhat
  • Balli, Faruk
  • Balli, Hatice Ozer
  • Qiu, Mei
  • Nguyen, Hannah

Abstract

This paper examines the impact of the global geopolitical-energy uncertainty (GEU) on firm-level total factor productivity, considering variation across countries, industries, and firm sizes. Employing the novel GEU index proposed by Dang et al. (2024a) and firm-level annual data from 2001 to 2023, we find strong evidence that the GEU index negatively affects firm productivity. There is heterogeneity in the GEU index's impact. Firms in developed countries such as the US, UK, France, and Germany are more negatively affected, whereas Canadian firms show a positive response. Energy-intensive firms and smaller firms experience stronger negative impacts. Mechanism analysis further demonstrates that both firm level characteristics and macroeconomic energy conditions shape productivity responses to GEU. Higher profitability reduces the negative impact of GEU shocks, while higher cost intensity and higher global energy prices amplify the adverse effects, increasing productivity losses. Our baseline results remain robust under different robustness checks. The paper's findings offer guidance for firms to develop effective strategies to manage risks during periods of heightened geopolitical-energy uncertainty.

Suggested Citation

  • Dang, Tam Hoang Nhat & Balli, Faruk & Balli, Hatice Ozer & Qiu, Mei & Nguyen, Hannah, 2026. "The global geopolitical-energy uncertainty index and total factor productivity: New evidence from firm-level analysis," Energy Economics, Elsevier, vol. 153(C).
  • Handle: RePEc:eee:eneeco:v:153:y:2026:i:c:s0140988325008849
    DOI: 10.1016/j.eneco.2025.109054
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0140988325008849
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eneco.2025.109054?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. Nicholas Bloom, 2014. "Fluctuations in Uncertainty," Journal of Economic Perspectives, American Economic Association, vol. 28(2), pages 153-176, Spring.
    2. Dario Caldara & Matteo Iacoviello, 2022. "Measuring Geopolitical Risk," American Economic Review, American Economic Association, vol. 112(4), pages 1194-1225, April.
    3. Amuakwa-Mensah, Franklin & Klege, Rebecca A. & Adom, Philip K. & Amoah, Anthony & Hagan, Edmond, 2018. "Unveiling the energy saving role of banking performance in Sub-Sahara Africa," Energy Economics, Elsevier, vol. 74(C), pages 828-842.
    4. Pringpong, Sasin & Maneenop, Sakkakom & Jaroenjitrkam, Anutchanat, 2023. "Geopolitical risk and firm value: Evidence from emerging markets," The North American Journal of Economics and Finance, Elsevier, vol. 68(C).
    5. Chi -Wei Su & Meng Qin & Ran Tao & Nicoleta -Claudia Moldovan, 2021. "Is Oil Political? From the Perspective of Geopolitical Risk," Defence and Peace Economics, Taylor & Francis Journals, vol. 32(4), pages 451-467, May.
    6. Dang, Tam Hoang-Nhat & Nguyen, Canh Phuc & Lee, Gabriel S. & Nguyen, Binh Quang & Le, Thuy Thu, 2023. "Measuring the energy-related uncertainty index," Energy Economics, Elsevier, vol. 124(C).
    7. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    8. John Elder, 2019. "Oil price volatility and real options: 35 years of evidence," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 39(12), pages 1549-1564, December.
    9. Acheampong, Alex O. & Boateng, Elliot & Amponsah, Mary & Dzator, Janet, 2021. "Revisiting the economic growth–energy consumption nexus: Does globalization matter?," Energy Economics, Elsevier, vol. 102(C).
    10. Hany Abdel-Latif & Mahmoud El-Gamal, 2019. "Antecedents of war: the geopolitics of low oil prices and decelerating financial liquidity," Applied Economics Letters, Taylor & Francis Journals, vol. 26(9), pages 765-769, May.
    11. Luo, Kang & Liu, Yaobin & Chen, Pei-Fen & Zeng, Mingli, 2022. "Assessing the impact of digital economy on green development efficiency in the Yangtze River Economic Belt," Energy Economics, Elsevier, vol. 112(C).
    12. Nakatani, Ryota, 2023. "Debt maturity and firm productivity—The role of intangibles," Research in Economics, Elsevier, vol. 77(1), pages 116-121.
    13. Cornelis Gardebroek & Alfons Oude Lansink, 2003. "Estimating Farm Productivity Differentials using Panel Data: The Hausman‐Taylor Approach," Journal of Agricultural Economics, Wiley Blackwell, vol. 54(3), pages 397-415, November.
    14. Nicholas Bloom & Max Floetotto & Nir Jaimovich & Itay Saporta†Eksten & Stephen J. Terry, 2018. "Really Uncertain Business Cycles," Econometrica, Econometric Society, vol. 86(3), pages 1031-1065, May.
    15. Klein, Tony, 2024. "Investor behavior in times of conflict: A natural experiment on the interplay of geopolitical risk and defense stocks," Journal of Economic Behavior & Organization, Elsevier, vol. 222(C), pages 294-313.
    16. Ivanovski, Kris & Hailemariam, Abebe, 2022. "Time-varying geopolitical risk and oil prices," International Review of Economics & Finance, Elsevier, vol. 77(C), pages 206-221.
    17. Zou, Ran & Yang, Jun & Feng, Chao, 2023. "Does informatization alleviate energy poverty? A global perspective," Energy Economics, Elsevier, vol. 126(C).
    18. Hausman, Jerry A & Taylor, William E, 1981. "Panel Data and Unobservable Individual Effects," Econometrica, Econometric Society, vol. 49(6), pages 1377-1398, November.
    19. Bouoiyour, Jamal & Selmi, Refk & Hammoudeh, Shawkat & Wohar, Mark E., 2019. "What are the categories of geopolitical risks that could drive oil prices higher? Acts or threats?," Energy Economics, Elsevier, vol. 84(C).
    20. Antonakakis, Nikolaos & Gupta, Rangan & Kollias, Christos & Papadamou, Stephanos, 2017. "Geopolitical risks and the oil-stock nexus over 1899–2016," Finance Research Letters, Elsevier, vol. 23(C), pages 165-173.
    21. Peersman, Gert & Van Robays, Ine, 2012. "Cross-country differences in the effects of oil shocks," Energy Economics, Elsevier, vol. 34(5), pages 1532-1547.
    22. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
    23. Sai Ding & Alessandra Guariglia & Richard Harris, 2016. "The determinants of productivity in Chinese large and medium-sized industrial firms, 1998–2007," Journal of Productivity Analysis, Springer, vol. 45(2), pages 131-155, April.
    24. Phan, Dinh Hoang Bach & Tran, Vuong Thao & Nguyen, Dat Thanh & Le, Anh, 2020. "The importance of managerial ability on crude oil price uncertainty-firm performance relationship," Energy Economics, Elsevier, vol. 88(C).
    25. Zhang, Xiang & Zhang, Zongyi & Zhou, Han, 2020. "Oil price uncertainty and cash holdings: Evidence from China," Energy Economics, Elsevier, vol. 87(C).
    26. Fenghua Wen & Feng Min & Yue‐Jun Zhang & Can Yang, 2019. "Crude oil price shocks, monetary policy, and China's economy," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 24(2), pages 812-827, April.
    27. Mei, Dexiang & Ma, Feng & Liao, Yin & Wang, Lu, 2020. "Geopolitical risk uncertainty and oil future volatility: Evidence from MIDAS models," Energy Economics, Elsevier, vol. 86(C).
    28. Anthony Amoah & ‪Edmond Hagan & ‪Franklin Amuakwa-Mensah & Philip K. Adom & Rebecca A. Klege, 2018. "Unveiling the energy saving role of banking performance in Sub-Sahara Africa," ERSA Working Paper Series 168, Economic Research Southern Africa.
    29. Mignon, Valérie & Saadaoui, Jamel, 2024. "How do political tensions and geopolitical risks impact oil prices?," Energy Economics, Elsevier, vol. 129(C).
    30. 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.
    31. Ren, Xiaohang & liu, Ziqing & Jin, Chenglu & Lin, Ruya, 2023. "Oil price uncertainty and enterprise total factor productivity: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 83(C), pages 201-218.
    32. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    33. Gao, Lin & Hitzemann, Steffen & Shaliastovich, Ivan & Xu, Lai, 2022. "Oil volatility risk," Journal of Financial Economics, Elsevier, vol. 144(2), pages 456-491.
    34. Liu, Jing & Ma, Feng & Tang, Yingkai & Zhang, Yaojie, 2019. "Geopolitical risk and oil volatility: A new insight," Energy Economics, Elsevier, vol. 84(C).
    35. Choi, Sangyup & Furceri, Davide & Huang, Yi & Loungani, Prakash, 2018. "Aggregate uncertainty and sectoral productivity growth: The role of credit constraints," Journal of International Money and Finance, Elsevier, vol. 88(C), pages 314-330.
    36. John Elder & Apostolos Serletis, 2010. "Oil Price Uncertainty," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(6), pages 1137-1159, September.
    37. Nguyen, Trang Thi Thuy & Pham, Binh Thai & Sala, Hector, 2022. "Being an emerging economy: To what extent do geopolitical risks hamper technology and FDI inflows?," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 728-746.
    38. Baltagi, Badi H., 2023. "The two-way Hausman and Taylor estimator," Economics Letters, Elsevier, vol. 228(C).
    39. Xiao, Jihong & Zhou, Min & Wen, Fengming & Wen, Fenghua, 2018. "Asymmetric impacts of oil price uncertainty on Chinese stock returns under different market conditions: Evidence from oil volatility index," Energy Economics, Elsevier, vol. 74(C), pages 777-786.
    40. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    41. Wooldridge, Jeffrey M., 2009. "On estimating firm-level production functions using proxy variables to control for unobservables," Economics Letters, Elsevier, vol. 104(3), pages 112-114, September.
    42. Chen, Yun-Shan & Chiu, She-Chih & Lin, Suming & Wu, Kuan-Hsun, 2019. "Corporate social responsibility and income smoothing: Supply chain perspectives," Journal of Business Research, Elsevier, vol. 97(C), pages 76-93.
    43. Hatice Ozer Balli & Bent Sørensen, 2013. "Interaction effects in econometrics," Empirical Economics, Springer, vol. 45(1), pages 583-603, August.
    44. Nguyen Phuc Canh & Nguyen Thanh Binh & Su Dinh Thanh & Christophe Schinckus, 2020. "Determinants of foreign direct investment inflows: The role of economic policy uncertainty," International Economics, CEPII research center, issue 161, pages 159-172.
    45. Li, Xiang & Su, Dan, 2022. "Total factor productivity growth at the firm-level: The effects of capital account liberalization," Journal of International Economics, Elsevier, vol. 139(C).
    46. Lina Ma & Fengju Xu & Najaf Iqbal, 2022. "The impact of capital enrichment on total factor productivity from the perspective of innovation capability," Journal of Applied Economics, Taylor & Francis Journals, vol. 25(1), pages 644-667, December.
    47. Besnik Taip Fetai, 2018. "Does financial development accelerate economic growth?," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 10(3), pages 426-435, July.
    48. Wang, Lu & Ma, Feng & Hao, Jianyang & Gao, Xinxin, 2021. "Forecasting crude oil volatility with geopolitical risk: Do time-varying switching probabilities play a role?," International Review of Financial Analysis, Elsevier, vol. 76(C).
    49. Hamilton, James D., 2003. "What is an oil shock?," Journal of Econometrics, Elsevier, vol. 113(2), pages 363-398, April.
    50. Figal Garone, Lucas & López Villalba, Paula A. & Maffioli, Alessandro & Ruzzier, Christian A., 2020. "Firm-level productivity in Latin America and the Caribbean," Research in Economics, Elsevier, vol. 74(2), pages 186-192.
    51. Don Bredin & John Elder & Stilianos Fountas, 2010. "The Effects of Uncertainty about Oil Prices in G-7," Working Papers 200840, Geary Institute, University College Dublin.
    52. Fiorini, Matteo & Sanfilippo, Marco & Sundaram, Asha, 2021. "Trade liberalization, roads and firm productivity," Journal of Development Economics, Elsevier, vol. 153(C).
    53. Dang, Tam Hoang-Nhat & Balli, Faruk & Balli, Hatice Ozer & Nguyen, Hannah, 2024. "Firm productivity in the Energy-electricity sector over the last two decades with crisis: The role of cross-listing," Energy Economics, Elsevier, vol. 130(C).
    54. Bernard, Andrew B. & Jensen, J. Bradford & Schott, Peter K., 2006. "Trade costs, firms and productivity," Journal of Monetary Economics, Elsevier, vol. 53(5), pages 917-937, July.
    55. Jiao, Jing-Wen & Yin, Jun-Ping & Xu, Ping-Feng & Zhang, Juan & Liu, Yuan, 2023. "Transmission mechanisms of geopolitical risks to the crude oil market——A pioneering two-stage geopolitical risk analysis approach," Energy, Elsevier, vol. 283(C).
    56. Amin, Md Ruhul & Wang, Xinyu & Aktas, Elvan, 2023. "Does oil price uncertainty affect corporate innovation?," Energy Economics, Elsevier, vol. 118(C).
    57. Rongwu Zhang & Lan Luo & Jianjun Du, 2023. "The influence of fiscal policy uncertainty on corporate total factor productivity: Evidence from Chinese public companies," Contemporary Economic Policy, Western Economic Association International, vol. 41(3), pages 532-554, July.
    58. David H. Autor, 2003. "Outsourcing at Will: The Contribution of Unjust Dismissal Doctrine to the Growth of Employment Outsourcing," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 1-42, January.
    59. Soojin Jo, 2014. "The Effects of Oil Price Uncertainty on Global Real Economic Activity," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(6), pages 1113-1135, September.
    60. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    61. Ren, Xiaohang & Zhang, Xiao & Yan, Cheng & Gozgor, Giray, 2022. "Climate policy uncertainty and firm-level total factor productivity: Evidence from China," Energy Economics, Elsevier, vol. 113(C).
    62. Nicholas Bloom, 2009. "The Impact of Uncertainty Shocks," Econometrica, Econometric Society, vol. 77(3), pages 623-685, May.
    63. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    64. Giulio Bottazzi & Angelo Secchi & Federico Tamagni, 2008. "Productivity, profitability and financial performance," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 17(4), pages 711-751, August.
    65. Lucia Foster & John Haltiwanger & Chad Syverson, 2008. "Reallocation, Firm Turnover, and Efficiency: Selection on Productivity or Profitability?," American Economic Review, American Economic Association, vol. 98(1), pages 394-425, March.
    66. Tian, Gloria Y. & Twite, Garry, 2011. "Corporate governance, external market discipline and firm productivity," Journal of Corporate Finance, Elsevier, vol. 17(3), pages 403-417, June.
    67. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    68. Dai, Zhifeng & Zhu, Haoyang, 2024. "Climate policy uncertainty and urban green total factor productivity: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 96(PA).
    69. Yang, Baochen & Song, Xinyu, 2023. "Does oil price uncertainty matter in firm innovation? Evidence from China," International Review of Financial Analysis, Elsevier, vol. 88(C).
    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. Dang, Tam Hoang-Nhat & Balli, Faruk & Balli, Hatice Ozer & Nguyen, Hannah, 2024. "Firm productivity in the Energy-electricity sector over the last two decades with crisis: The role of cross-listing," Energy Economics, Elsevier, vol. 130(C).
    2. Liu, Xinheng & Pan, Sishi & Li, Shuxian & Yang, Xin & Huang, Chuangxia, 2024. "Unraveling the causal impact: Oil price uncertainty on firms’ productivity in China," Resources Policy, Elsevier, vol. 96(C).
    3. Huang, Xinhui & Yang, Lukai, 2025. "Balancing the books: The role of energy-related uncertainty in corporate leverage," Global Finance Journal, Elsevier, vol. 64(C).
    4. Ding, Sai & Jiang, Wei & Li, Shengyu & Wei, Shang-Jin, 2024. "Fiscal policy volatility and capital misallocation: Evidence from China," European Economic Review, Elsevier, vol. 167(C).
    5. Zhang, Zhikai & Wang, Yudong & Xiao, Jihong & Zhang, Yaojie, 2023. "Not all geopolitical shocks are alike: Identifying price dynamics in the crude oil market under tensions," Resources Policy, Elsevier, vol. 80(C).
    6. Szczygielski, Jan Jakub & Charteris, Ailie & Obojska, Lidia & Brzeszczyński, Janusz, 2025. "Energy in turmoil: Industry resilience to uncertainty during the global energy crisis," Applied Energy, Elsevier, vol. 389(C).
    7. Nguyen, Bao H. & Okimoto, Tatsuyoshi & Tran, Trung Duc, 2022. "Uncertainty-dependent and sign-dependent effects of oil market shocks," Journal of Commodity Markets, Elsevier, vol. 26(C).
    8. Li, Li & Chen, Hongyi & Xiang, Jingjie, 2023. "Oil price uncertainty, financial distress and real economic activities: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 81(C).
    9. Snarska, Małgorzata & Frydrych, Sylwia & Łukowski, Michał & Czech, Maria & Perez, Katarzyna, 2025. "Semiconductor game of thrones: A comprehensive study of geopolitical and equity market uncertainty transmission," International Review of Financial Analysis, Elsevier, vol. 106(C).
    10. Dobbelaere, Sabien & Kiyota, Kozo & Mairesse, Jacques, 2015. "Product and labor market imperfections and scale economies: Micro-evidence on France, Japan and the Netherlands," Journal of Comparative Economics, Elsevier, vol. 43(2), pages 290-322.
    11. Jamil, Nida & Chaudhry, Theresa Thompson & Chaudhry, Azam, 2022. "Trading textiles along the new silk route: The impact on Pakistani firms of gaining market access to China," Journal of Development Economics, Elsevier, vol. 158(C).
    12. Adeniyi Adeosun, Opeoluwa & Anagreh, Suhaib & Tabash, Mosab I. & Adedokun, Adebayo, 2023. "Revisiting the connectedness between oil prices and uncertainty indicators in BRICS countries," Resources Policy, Elsevier, vol. 86(PA).
    13. Zhang, Zongyi & Fan, Zhenjun, 2024. "Oil price uncertainty and corporate diversification: Evidence from Chinese manufacturing firms," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 929-947.
    14. Yang, Baochen & Song, Xinyu, 2023. "Does oil price uncertainty matter in firm innovation? Evidence from China," International Review of Financial Analysis, Elsevier, vol. 88(C).
    15. Hong, Yanran & Guo, Xiaozhu & Zhao, Chunlan, 2025. "New paths of the time-varying Granger-causality test under extreme shocks: An analysis of geopolitical risk and crude oil markets," Research in International Business and Finance, Elsevier, vol. 77(PB).
    16. Yang, Baochen & An, Haokai & Song, Xinyu, 2024. "Oil price uncertainty and corporate inefficient investment: Evidence from China," The North American Journal of Economics and Finance, Elsevier, vol. 70(C).
    17. Gao, Lin & Hitzemann, Steffen & Shaliastovich, Ivan & Xu, Lai, 2022. "Oil volatility risk," Journal of Financial Economics, Elsevier, vol. 144(2), pages 456-491.
    18. Bermpei, Theodora & Triantafyllou, Athanasios, 2025. "Supply and Demand shocks: the short-term and long-term drivers of oil price uncertainty," Journal of Commodity Markets, Elsevier, vol. 39(C).
    19. Zhang, Yulian & Hamori, Shigeyuki, 2022. "A connectedness analysis among BRICS’s geopolitical risks and the US macroeconomy," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 182-203.
    20. Maghyereh, Aktham & Abdoh, Hussein, 2020. "Asymmetric effects of oil price uncertainty on corporate investment," Energy Economics, Elsevier, vol. 86(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • D80 - Microeconomics - - Information, Knowledge, and Uncertainty - - - General
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • F51 - International Economics - - International Relations, National Security, and International Political Economy - - - International Conflicts; Negotiations; Sanctions
    • Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy

    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:eneeco:v:153:y:2026:i:c:s0140988325008849. 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/eneco .

    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.