IDEAS home Printed from https://ideas.repec.org/a/eee/appene/v295y2021ics0306261921005092.html
   My bibliography  Save this article

The impact of temperature increase on firm profitability. Empirical evidence from the European energy and gas sectors

Author

Listed:
  • Anton, Sorin Gabriel

Abstract

Although temperature change is affecting economic activity, there are a few empirical studies on how it influences firm performance. Using panel data of 147 European listed firms active in the energy and gas sectors over the period 2009–2016, this study aims to analyze the impact of temperature change on firm profitability while controlling for firm-specific and energy market-related factors. The results of the quantile regression approach show that an increase in the annual temperature has a positive impact on firm profitability. However, this impact varies at different quantiles of the profitability distribution. A 1℃ degree increase in temperature is related to a 1.30% increase in operating profitability for the most profitable firms (Q90). However, the magnitude of this impact is lower for less profitable firms (Q10 and Q25). The empirical results revealed that cash flows, market opportunities, leverage, firm size, net asset turnover, as well as market concentration and energy prices, have a significant influence on firm profitability in the energy and gas sectors. These findings appear to be robust to several control variables and robustness tests. The study provides empirical evidence on the impact of climate change on the performance of firms active in climate-sensitive sectors (such as energy and gas sectors). The findings of this study are particularly helpful for portfolio risk managers, energy traders, and policymakers.

Suggested Citation

  • Anton, Sorin Gabriel, 2021. "The impact of temperature increase on firm profitability. Empirical evidence from the European energy and gas sectors," Applied Energy, Elsevier, vol. 295(C).
  • Handle: RePEc:eee:appene:v:295:y:2021:i:c:s0306261921005092
    DOI: 10.1016/j.apenergy.2021.117051
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0306261921005092
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.apenergy.2021.117051?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Jennifer Cronin & Gabrial Anandarajah & Olivier Dessens, 2018. "Climate change impacts on the energy system: a review of trends and gaps," Climatic Change, Springer, vol. 151(2), pages 79-93, November.
    2. Benjamin F. Jones & Benjamin A. Olken, 2010. "Climate Shocks and Exports," American Economic Review, American Economic Association, vol. 100(2), pages 454-459, May.
    3. Lee, Bong Soo & Li, Ming-Yuan Leon, 2012. "Diversification and risk-adjusted performance: A quantile regression approach," Journal of Banking & Finance, Elsevier, vol. 36(7), pages 2157-2173.
    4. Soroush Kiani Ghalehsard & Javad Shahraki & Ahmad Akbari & Ali Sardar Shahraki, 2021. "Assessment of the impacts of climate change and variability on water resources and use, food security, and economic welfare in Iran," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(10), pages 14666-14682, October.
    5. Paulo Macas Nunes & Tiago Neves Sequeira & Zelia Serrasqueiro, 2007. "Firms' leverage and labour productivity: a quantile approach in Portuguese firms," Applied Economics, Taylor & Francis Journals, vol. 39(14), pages 1783-1788.
    6. Dang, Chongyu & (Frank) Li, Zhichuan & Yang, Chen, 2018. "Measuring firm size in empirical corporate finance," Journal of Banking & Finance, Elsevier, vol. 86(C), pages 159-176.
    7. David E. H. J. Gernaat & Harmen Sytze Boer & Vassilis Daioglou & Seleshi G. Yalew & Christoph Müller & Detlef P. Vuuren, 2021. "Climate change impacts on renewable energy supply," Nature Climate Change, Nature, vol. 11(2), pages 119-125, February.
    8. John Luke Gallup & Jeffrey D. Sachs & Andrew Mellinger, 1999. "Geography and Economic Development," CID Working Papers 1, Center for International Development at Harvard University.
    9. Jawad M Addoum & David T Ng & Ariel Ortiz-Bobea & Harrison Hong, 2020. "Temperature Shocks and Establishment Sales," Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1331-1366.
    10. Wu, Fuqiang & Ma, Jun & Zhang, Ge, 2019. "A new neuron model under electromagnetic field," Applied Mathematics and Computation, Elsevier, vol. 347(C), pages 590-599.
    11. Jawid, Asadullah, 2020. "A Ricardian analysis of the economic impact of climate change on agriculture: Evidence from the farms in the central highlands of Afghanistan," Journal of Asian Economics, Elsevier, vol. 67(C).
    12. John Luke Gallup & Jeffrey D. Sachs & Andrew Mellinger, 1999. "Geography and Economic Development," CID Working Papers 01A, Center for International Development at Harvard University.
    13. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2014. "What Do We Learn from the Weather? The New Climate-Economy Literature," Journal of Economic Literature, American Economic Association, vol. 52(3), pages 740-798, September.
    14. Balvers, Ronald & Du, Ding & Zhao, Xiaobing, 2017. "Temperature shocks and the cost of equity capital: Implications for climate change perceptions," Journal of Banking & Finance, Elsevier, vol. 77(C), pages 18-34.
    15. Gallup, J.L. & Sachs, J.D. & Mullinger, A., 1999. "Geography and Economic Development," Papers 1, Chicago - Graduate School of Business.
    16. Coad, Alex & Rao, Rekha, 2008. "Innovation and firm growth in high-tech sectors: A quantile regression approach," Research Policy, Elsevier, vol. 37(4), pages 633-648, May.
    17. Iuliana SIMONCA (BOTHA) & Simona Vasilica OPREA & Adina UTA & Ion LUNGU & Osman Bulent TOR, 2019. "Data Model for Electricity Consumption Management," Database Systems Journal, Academy of Economic Studies - Bucharest, Romania, vol. 10(1), pages 48-57.
    18. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2012. "Temperature Shocks and Economic Growth: Evidence from the Last Half Century," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(3), pages 66-95, July.
    19. Panagiotis Tzouvanas & Renatas Kizys & Ioannis Chatziantoniou & Roza Sagitova, 2019. "Can Variations in Temperature Explain the Systemic Risk of European Firms?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 74(4), pages 1723-1759, December.
    20. Ravi Bansal & Marcelo Ochoa, 2011. "Temperature, Aggregate Risk, and Expected Returns," NBER Working Papers 17575, National Bureau of Economic Research, Inc.
    21. Langbroek, Joram H.M. & Cebecauer, Matej & Malmsten, Jon & Franklin, Joel P. & Susilo, Yusak O. & Georén, Peter, 2019. "Electric vehicle rental and electric vehicle adoption," Research in Transportation Economics, Elsevier, vol. 73(C), pages 72-82.
    22. Conyon, Martin J. & He, Lerong, 2017. "Firm performance and boardroom gender diversity: A quantile regression approach," Journal of Business Research, Elsevier, vol. 79(C), pages 198-211.
    23. Gallup, John L. & Sachs, Jeffrey D. & Mellinger, Andrew, "undated". "Geography and Economic Development," Instructional Stata datasets for econometrics geodata, Boston College Department of Economics.
    24. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    25. Gallup, John & Sachs, Jeffrey, 1999. "Geography and Economic Development," Harvard Institute for International Development (HIID) Papers 294434, Harvard University, Kennedy School of Government.
    26. Buchinsky, Moshe, 1995. "Estimating the asymptotic covariance matrix for quantile regression models a Monte Carlo study," Journal of Econometrics, Elsevier, vol. 68(2), pages 303-338, August.
    27. Jaraitė, Jūratė & Kažukauskas, Andrius, 2013. "The profitability of electricity generating firms and policies promoting renewable energy," Energy Economics, Elsevier, vol. 40(C), pages 858-865.
    28. Henley, Andrew & Peirson, John, 1997. "Non-linearities in Electricity Demand and Temperature: Parametric versus Non-parametric Methods," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 59(1), pages 149-162, February.
    29. Cortignani, Raffaele & Dell’Unto, Davide & Dono, Gabriele, 2021. "Paths of adaptation to climate change in major Italian agricultural areas: Effectiveness and limits in supporting the profitability of farms," Agricultural Water Management, Elsevier, vol. 244(C).
    30. Elsy Thomas Kizhakethalackal & Debasri Mukherjee & Eskander Alvi, 2013. "Quantile regression analysis of health-aid and infant mortality: a note," Applied Economics Letters, Taylor & Francis Journals, vol. 20(13), pages 1197-1201, September.
    31. Monika Wieczorek-Kosmala, 2020. "Weather Risk Management in Energy Sector: The Polish Case," Energies, MDPI, vol. 13(4), pages 1-21, 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. Qihang Li & Peng Sun & Bo Li & Muhammad Mohiuddin, 2022. "Impact of Climate Change on Rural Poverty Vulnerability from an Income Source Perspective: A Study Based on CHIPS2013 and County-Level Temperature Data in China," IJERPH, MDPI, vol. 19(6), pages 1-22, March.
    2. Wang, Yue & Zhang, Zhenke & Xu, Minghui, 2023. "Evolution pattern of African countries' oil trade under the changing in the global oil market," Energy, Elsevier, vol. 284(C).
    3. Julian Richard Massenberg, 2021. "Global Climate Change—Who Ought to Pay the Bill?," Sustainability, MDPI, vol. 13(23), pages 1-14, December.
    4. Ali, Muhammad Kashif & Zahoor, Muhammad Khurram & Saeed, Asif & Nosheen, Safia & Thanakijsombat, Thanarerk, 2023. "Institutional and country level determinants of vertical integration: New evidence from the oil and gas industry," Resources Policy, Elsevier, vol. 84(C).
    5. Yuegang Song & Umer Shahzad & Sudharshan Reddy Paramati, 2023. "Impact of energy infrastructure investments on renewable electricity generation in major Asian developing economies," Australian Economic Papers, Wiley Blackwell, vol. 62(1), pages 1-23, March.
    6. Siddik, Abu Bakkar & Khan, Samiha & Khan, Uzma & Yong, Li & Murshed, Muntasir, 2023. "The role of renewable energy finance in achieving low-carbon growth: contextual evidence from leading renewable energy-investing countries," Energy, Elsevier, vol. 270(C).
    7. Radu Herman & Cornelia Nistor & Nicolae Marius Jula, 2023. "The Influence of the Increase in Energy Prices on the Profitability of Companies in the European Union," Sustainability, MDPI, vol. 15(21), pages 1-16, October.
    8. Wu, Ruirui & Qin, Zhongfeng & Liu, Bing-Yue, 2022. "A systemic analysis of dynamic frequency spillovers among carbon emissions trading (CET), fossil energy and sectoral stock markets: Evidence from China," Energy, Elsevier, vol. 254(PA).
    9. Khan, Zeeshan & Haouas, Ilham & Trinh, Hai Hong & Badeeb, Ramez Abubakr & Zhang, Changyong, 2023. "Financial inclusion and energy poverty nexus in the era of globalization: Role of composite risk index and energy investment in emerging economies," Renewable Energy, Elsevier, vol. 204(C), pages 382-399.
    10. Venturini, Alessio, 2022. "Climate change, risk factors and stock returns: A review of the literature," International Review of Financial Analysis, Elsevier, vol. 79(C).
    11. Orlando Joaqui-Barandica & Diego F. Manotas-Duque, 2023. "How do Climate and Macroeconomic Factors Affect the Profitability of the Energy Sector?," International Journal of Energy Economics and Policy, Econjournals, vol. 13(4), pages 444-454, July.
    12. Fan, Jingjing & Wang, Jianliang & Qiu, Jixiang & Li, Nu, 2023. "Stage effects of energy consumption and carbon emissions in the process of urbanization: Evidence from 30 provinces in China," Energy, Elsevier, vol. 276(C).

    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. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2014. "What Do We Learn from the Weather? The New Climate-Economy Literature," Journal of Economic Literature, American Economic Association, vol. 52(3), pages 740-798, September.
    2. Kahn, Matthew E. & Mohaddes, Kamiar & Ng, Ryan N.C. & Pesaran, M. Hashem & Raissi, Mehdi & Yang, Jui-Chung, 2021. "Long-term macroeconomic effects of climate change: A cross-country analysis," Energy Economics, Elsevier, vol. 104(C).
    3. Letta, Marco & Montalbano, Pierluigi & Tol, Richard S.J., 2018. "Temperature shocks, short-term growth and poverty thresholds: Evidence from rural Tanzania," World Development, Elsevier, vol. 112(C), pages 13-32.
    4. David Castells-Quintana & Maria del Pilar Lopez-Uribe & Tom McDermott, 2015. "Climate change and the geographical and institutional drivers of economic development," GRI Working Papers 198, Grantham Research Institute on Climate Change and the Environment.
    5. Lopez-Uribe, Maria del Pilar & Castells-Quintana, David & McDermott, Thomas K. J., 2017. "Geography, institutions and development: a review ofthe long-run impacts of climate change," LSE Research Online Documents on Economics 65147, London School of Economics and Political Science, LSE Library.
    6. Marco Letta & Richard S. J. Tol, 2019. "Weather, Climate and Total Factor Productivity," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 73(1), pages 283-305, May.
    7. Richard S. J. Tol, 2021. "The Economic Impact of Climate in the Long Run," World Scientific Book Chapters, in: Anil Markandya & Dirk Rübbelke (ed.), CLIMATE AND DEVELOPMENT, chapter 1, pages 3-36, World Scientific Publishing Co. Pte. Ltd..
    8. Claudia Custodio & Miguel A. Ferreira & Emilia Garcia-Appendini & Adrian Lam, 2022. "Economic impact of climate change," Nova SBE Working Paper Series wp645, Universidade Nova de Lisboa, Nova School of Business and Economics.
    9. Henry He Huang & Joseph Kerstein & Chong Wang, 2018. "The impact of climate risk on firm performance and financing choices: An international comparison," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 49(5), pages 633-656, July.
    10. Siriklao Sangkhaphan & Yang Shu, 2019. "The Effect of Rainfall on Economic Growth in Thailand: A Blessing for Poor Provinces," Economies, MDPI, vol. 8(1), pages 1-17, December.
    11. Richard S J Tol, 2018. "The Economic Impacts of Climate Change," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 12(1), pages 4-25.
    12. Kalkuhl, Matthias & Wenz, Leonie, 2020. "The impact of climate conditions on economic production. Evidence from a global panel of regions," Journal of Environmental Economics and Management, Elsevier, vol. 103(C).
    13. Rodríguez-Pose, Andrés & Ketterer, Tobias, 2016. "Institutions vs. ‘First-Nature’ Geography – What Drives Economic Growth in Europe’s Regions?," CEPR Discussion Papers 11322, C.E.P.R. Discussion Papers.
    14. James Fenske & Namrata Kala, 2012. "Climate, ecosystem resilience and the slave trade," CSAE Working Paper Series 2012-23, Centre for the Study of African Economies, University of Oxford.
    15. Ahn, Kwangwon & Chu, Zhuang & Lee, Daeyong, 2021. "Effects of renewable energy use in the energy mix on social welfare," Energy Economics, Elsevier, vol. 96(C).
    16. Roger Alejandro Banegas Rivero & Marco Alberto Nu ez Ramirez & Jorge Salas Vargas & Luis Fernando Escobar Caba & Sacnict Valdez del R o, 2019. "Landlocked Countries, Natural Resources and Growth: The Double Economic Curse Hypothesis," International Journal of Energy Economics and Policy, Econjournals, vol. 9(5), pages 113-124.
    17. Breinlich, Holger & Ottaviano, Gianmarco I.P. & Temple, Jonathan R.W., 2014. "Regional Growth and Regional Decline," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 4, pages 683-779, Elsevier.
    18. Bennett, Daniel L. & Faria, Hugo J. & Gwartney, James D. & Morales, Daniel R., 2017. "Economic Institutions and Comparative Economic Development: A Post-Colonial Perspective," World Development, Elsevier, vol. 96(C), pages 503-519.
    19. Flückiger, Matthias & Ludwig, Markus, 2020. "Malaria suitability, urbanization and subnational development in sub-Saharan Africa," Journal of Urban Economics, Elsevier, vol. 120(C).
    20. Michael Batu, 2017. "Poverty and the Colonial Origins of Elite Capture: Evidence from Philippine Provinces," Working Papers 1708, University of Windsor, Department of Economics.

    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:appene:v:295:y:2021:i:c:s0306261921005092. 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/wps/find/journaldescription.cws_home/405891/description#description .

    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.