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Accounting and Market Risk Measures of Polish Energy Companies

Author

Listed:
  • Anna Rutkowska-Ziarko

    (Faculty of Economics, University of Warmia and Mazury in Olsztyn, 10-917 Olsztyn, Poland)

  • Lesław Markowski

    (Faculty of Economics, University of Warmia and Mazury in Olsztyn, 10-917 Olsztyn, Poland)

Abstract

Companies in the energy sector, due to their important role in the economy and the specificity of energy sources, are exposed to many types of risk, ranging from the risk associated with the company’s operations and the global economic and political situation in the world. Energy companies are usually large capital companies whose shares are listed on the stock market. The mentioned risk factors may shape the risk level of these companies. The study aims to examine the relationship between market and accounting risk measures for Polish energy companies listed on the Warsaw Stock Exchange. This paper uses market and accounting betas in the conventional and downside approach. In addition to market measures of total risk, it also examines the variability of ROA for energy companies. The study of the relationship between market risk measures and accounting risk measures was based on Pearson’s correlation coefficient, standard linear regression, and quantile regression. The relationship between market and accounting measures of total and systematic risk was identified. Moreover, quantile regressions revealed that the slope for accounting variables varies across the quantiles. Our research shows that for energy companies not listed on the capital markets, for which no market risk measures can be derived, accounting betas and downside accounting can be useful tools in risk analysis. The contribution of the article to the risk analysis of energy companies is the use of unpopular accounting beta factors and a new modification of these coefficients for downside risk.

Suggested Citation

  • Anna Rutkowska-Ziarko & Lesław Markowski, 2022. "Accounting and Market Risk Measures of Polish Energy Companies," Energies, MDPI, vol. 15(6), pages 1-21, March.
    • Handle: RePEc:gam:jeners:v:15:y:2022:i:6:p:2138-:d:771638
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    as
    1. Estrada, Javier, 2002. "Systematic risk in emerging markets: the," Emerging Markets Review, Elsevier, vol. 3(4), pages 365-379, December.
    2. Antonakakis, Nikolaos & Cunado, Juncal & Filis, George & Gabauer, David & Perez de Gracia, Fernando, 2018. "Oil volatility, oil and gas firms and portfolio diversification," Energy Economics, Elsevier, vol. 70(C), pages 499-515.
    3. William F. Sharpe, 1963. "A Simplified Model for Portfolio Analysis," Management Science, INFORMS, vol. 9(2), pages 277-293, January.
    4. Fishburn, Peter C, 1977. "Mean-Risk Analysis with Risk Associated with Below-Target Returns," American Economic Review, American Economic Association, vol. 67(2), pages 116-126, March.
    5. Ling, Aifan & Sun, Jie & Wang, Meihua, 2020. "Robust multi-period portfolio selection based on downside risk with asymmetrically distributed uncertainty set," European Journal of Operational Research, Elsevier, vol. 285(1), pages 81-95.
    6. Don U. A. Galagedera, 2009. "An Analytical Framework For Explaining Relative Performance Of Capm Beta And Downside Beta," International Journal of Theoretical and Applied Finance (IJTAF), World Scientific Publishing Co. Pte. Ltd., vol. 12(03), pages 341-358.
    7. Tamara Ajrapetova, 2018. "Cross-Section of Asset Returns: Emerging Markets and Market Integration," European Financial and Accounting Journal, Prague University of Economics and Business, vol. 2018(1), pages 41-60.
    8. Yunqi Fan & Fangzhao Zhou & Yunbi An & Jun Yang, 2021. "Investor Sentiment and Stock Price Crash Risk: Evidence from China," Global Economic Review, Taylor & Francis Journals, vol. 50(4), pages 310-339, October.
    9. Krzysztof Jajuga & Hermann Locarek-Junge & Lucjan T. Orlowski & Karsten Staehr (ed.), 2020. "Contemporary Trends and Challenges in Finance," Springer Proceedings in Business and Economics, Springer, number 978-3-030-43078-8, March.
    10. Hanene Ben Salah & Mohamed Chaouch & Ali Gannoun & Christian Peretti & Abdelwahed Trabelsi, 2018. "Mean and median-based nonparametric estimation of returns in mean-downside risk portfolio frontier," Annals of Operations Research, Springer, vol. 262(2), pages 653-681, March.
    11. Aysha Sami Latif & Attaullah Shah, 2021. "The Impact of Quality of Accounting Information on Cost of Capital: Insight from an Emerging Economy," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 11(4), pages 292-307.
    12. Ireneusz Miciuła & Henryk Wojtaszek & Marek Bazan & Tomasz Janiczek & Bogdan Włodarczyk & Judyta Kabus & Radomir Kana, 2020. "Management of the Energy Mix and Emissivity of Individual Economies in the European Union as a Challenge of the Modern World Climate," Energies, MDPI, vol. 13(19), pages 1-24, October.
    13. Huang, Shoujun & Liu, Hezhe, 2021. "Impact of COVID-19 on stock price crash risk: Evidence from Chinese energy firms," Energy Economics, Elsevier, vol. 101(C).
    14. Dar-Hsin Chen & Chun-Da Chen & Jianguo Chen, 2009. "Downside risk measures and equity returns in the NYSE," Applied Economics, Taylor & Francis Journals, vol. 41(8), pages 1055-1070.
    15. Liu, Haiyue & Wang, Yile & Huang, Ling & Zhang, Xueyong, 2021. "Outward FDI and stock price crash risk---Evidence from China," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 73(C).
    16. Feng‐Yi Lin & Shen‐Ho Chang & Shaio‐Yan Huang & Teng‐Shih Wang, 2021. "Self‐interested board of director and stock price crash risk in loss‐making firms," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(2), pages 2853-2890, June.
    17. Hill, Ned C. & Stone, Bernell K., 1980. "Accounting Betas, Systematic Operating Risk, and Financial Leverage: A Risk-Composition Approach to the Determinants of Systematic Risk," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 15(3), pages 595-637, September.
    18. Anna Rutkowska-Ziarko, 2022. "Market and Accounting Measures of Risk: The Case of the Frankfurt Stock Exchange," Risks, MDPI, vol. 10(1), pages 1-17, January.
    19. Bawa, Vijay S., 1975. "Optimal rules for ordering uncertain prospects," Journal of Financial Economics, Elsevier, vol. 2(1), pages 95-121, March.
    20. Krzysztof Jajuga & Hermann Locarek-Junge & Lucjan T. Orlowski (ed.), 2018. "Contemporary Trends and Challenges in Finance," Springer Proceedings in Business and Economics, Springer, number 978-3-319-76228-9, March.
    21. Tsai, Hsiu-Jung & Chen, Ming-Chi & Yang, Chih-Yuan, 2014. "A time-varying perspective on the CAPM and downside betas," International Review of Economics & Finance, Elsevier, vol. 29(C), pages 440-454.
    22. Marcin Sitek & Manuela Tvaronavičienė, 2021. "Innovation Management in Polish Real Estate Developers in the Renewable Energy Sources Context," Energies, MDPI, vol. 14(6), pages 1-20, March.
    23. Estrada, Javier, 2007. "Mean-semivariance behavior: Downside risk and capital asset pricing," International Review of Economics & Finance, Elsevier, vol. 16(2), pages 169-185.
    24. Anna Rutkowska-Ziarko, 2020. "Profitability Ratios in Risk Analysis," Springer Proceedings in Business and Economics, in: Krzysztof Jajuga & Hermann Locarek-Junge & Lucjan T. Orlowski & Karsten Staehr (ed.), Contemporary Trends and Challenges in Finance, pages 77-88, Springer.
    25. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
    26. Harlow, W. V. & Rao, Ramesh K. S., 1989. "Asset Pricing in a Generalized Mean-Lower Partial Moment Framework: Theory and Evidence," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 24(3), pages 285-311, September.
    27. Aysha Sami Latif & Attaullah Shah, 2021. "The Impact of Quality of Accounting Information on Cost of Capital: Insight from an Emerging Economy," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 11(4), pages 292-307, April.
    28. Bawa, Vijay S. & Lindenberg, Eric B., 1977. "Capital market equilibrium in a mean-lower partial moment framework," Journal of Financial Economics, Elsevier, vol. 5(2), pages 189-200, November.
    29. D. Pla-Santamaria & M. Bravo, 2013. "Portfolio optimization based on downside risk: a mean-semivariance efficient frontier from Dow Jones blue chips," Annals of Operations Research, Springer, vol. 205(1), pages 189-201, May.
    30. Hogan, William W. & Warren, James M., 1974. "Toward the Development of an Equilibrium Capital-Market Model Based on Semivariance," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 9(1), pages 1-11, January.
    31. Diaz, Elena Maria & de Gracia, Fernando Perez, 2017. "Oil price shocks and stock returns of oil and gas corporations," Finance Research Letters, Elsevier, vol. 20(C), pages 75-80.
    32. Krishnamurti, Chandrasekhar & Chowdhury, Hasibul & Han, Hien Duc, 2021. "CEO centrality and stock price crash risk," Journal of Behavioral and Experimental Finance, Elsevier, vol. 31(C).
    33. Ireneusz Górowski & Bartosz Kurek & Marek Szarucki, 2022. "The Impact of a New Accounting Standard on Assets, Liabilities and Leverage of Companies: Evidence from Energy Industry," Energies, MDPI, vol. 15(4), pages 1-15, February.
    34. Anna Rutkowska-Ziarko & Christopher Pyke, 2018. "Validating Downside Accounting Beta: Evidence from the Polish Construction Industry," Springer Proceedings in Business and Economics, in: Krzysztof Jajuga & Hermann Locarek-Junge & Lucjan T. Orlowski (ed.), Contemporary Trends and Challenges in Finance, pages 81-87, Springer.
    35. Magdalena Kludacz-Alessandri & Małgorzata Cygańska, 2021. "Corporate Social Responsibility and Financial Performance among Energy Sector Companies," Energies, MDPI, vol. 14(19), pages 1-16, September.
    36. Binghui Wu & Yuanman Cai & Mengjiao Zhang & Miaochao Chen, 2021. "Investor Sentiment and Stock Price Crash Risk in the Chinese Stock Market," Journal of Mathematics, Hindawi, vol. 2021, pages 1-10, December.
    37. Kang, Wensheng & Perez de Gracia, Fernando & Ratti, Ronald A., 2017. "Oil price shocks, policy uncertainty, and stock returns of oil and gas corporations," Journal of International Money and Finance, Elsevier, vol. 70(C), pages 344-359.
    38. Radosław Wolniak & Bożena Skotnicka-Zasadzień, 2022. "Development of Photovoltaic Energy in EU Countries as an Alternative to Fossil Fuels," Energies, MDPI, vol. 15(2), pages 1-23, January.
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    2. Anna Bartoszewicz & Elżbieta Izabela Szczepankiewicz, 2022. "Evolution of Energy Companies’ Non-Financial Disclosures: A Model of Non-Financial Reports in the Energy Sector," Energies, MDPI, vol. 15(20), pages 1-32, October.

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