IDEAS home Printed from https://ideas.repec.org/a/bla/glopol/v15y2024is1p76-91.html
   My bibliography  Save this article

Risk analysis of Spanish companies

Author

Listed:
  • Juan Antonio Rodríguez‐Sanz
  • Eleuterio Vallelado
  • Miguel Fernández‐Martín

Abstract

This paper aims to investigate the determinants of different types of market risk faced by Spanish firms from 2012 to 2019. Using Fama and French's (Journal of Financial Economics, 1993, 33, 3) three‐factor model, we estimate total risk, diversifiable risk, and systematic or non‐diversifiable risk in the three dimensions proposed by these authors: market risk, size risk, and valuation risk. Risk determinants are derived from a series of economic and financial variables obtained from the information contained in financial statements. This information is summarised using a factor analysis that aims to resolve the correlation issues between the proposed measures. The study demonstrates that the systematic risk factors proposed by Fama and French in their 1993 three‐factor model incorporate dimensions of systematic risk that are relevant to investors and that the set of economic and financial variables proposed can explain these risks. Among these variables, profitability and the market to book ratio have the greatest impact in explaining company risk, while factors such as operating and financial leverage, growth, or company insolvency have a much smaller effect as explanatory factors for risk.

Suggested Citation

  • Juan Antonio Rodríguez‐Sanz & Eleuterio Vallelado & Miguel Fernández‐Martín, 2024. "Risk analysis of Spanish companies," Global Policy, London School of Economics and Political Science, vol. 15(S1), pages 76-91, March.
    • Handle: RePEc:bla:glopol:v:15:y:2024:i:s1:p:76-91
    DOI: 10.1111/1758-5899.13316
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/1758-5899.13316
    Download Restriction: no
    File URL: https://libkey.io/10.1111/1758-5899.13316?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
    ---><---

    References listed on IDEAS

    as
    1. Hamada, Robert S, 1972. "The Effect of the Firm's Capital Structure on the Systematic Risk of Common Stocks," Journal of Finance, American Finance Association, vol. 27(2), pages 435-452, May.
    2. Mark T. Leary & Michael R. Roberts, 2014. "Do Peer Firms Affect Corporate Financial Policy?," Journal of Finance, American Finance Association, vol. 69(1), pages 139-178, February.
    3. Hamada, Robert S, 1969. "Portfolio Analysis, Market Equilibrium and Corporation Finance," Journal of Finance, American Finance Association, vol. 24(1), pages 13-31, March.
    4. PAOLA BRIGHI & STEFANO d'ADDONA & ANTONIO CARLO FRANCESCO DELLA BINA, 2013. "The Determinants of Risk Premia on the Italian Stock Market: Empirical Evidence on Common Factors in Asset Pricing Models," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 42(2), pages 103-133, July.
    5. Asness, Cliff & Frazzini, Andrea & Gormsen, Niels Joachim & Pedersen, Lasse Heje, 2020. "Betting against correlation: Testing theories of the low-risk effect," Journal of Financial Economics, Elsevier, vol. 135(3), pages 629-652.
    6. Amir Amel†Zadeh, 2011. "The Return of the Size Anomaly: Evidence from the German Stock Market," European Financial Management, European Financial Management Association, vol. 17(1), pages 145-182, January.
    7. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    8. 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.
    9. Fama, Eugene F & French, Kenneth R, 2000. "Forecasting Profitability and Earnings," The Journal of Business, University of Chicago Press, vol. 73(2), pages 161-175, April.
    10. 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.
    11. John H. Cochrane, 2011. "Presidential Address: Discount Rates," Journal of Finance, American Finance Association, vol. 66(4), pages 1047-1108, August.
    12. John Y. Campbell & Christopher Polk & Tuomo Vuolteenaho, 2010. "Growth or Glamour? Fundamentals and Systematic Risk in Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 23(1), pages 305-344, January.
    13. Stephen R. Bond, 2002. "Dynamic panel data models: a guide to micro data methods and practice," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 141-162, August.
    14. Stephen Bond, 2002. "Dynamic panel data models: a guide to microdata methods and practice," CeMMAP working papers 09/02, Institute for Fiscal Studies.
    15. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    16. Vu Quang Trinh & Dipesh Karki & Binam Ghimire, 2016. "Systematic risk determinants of stock returns after financial crisis: Evidence from United Kingdom," Journal of Finance and Investment Analysis, SCIENPRESS Ltd, vol. 5(1), pages 1-1.
    17. repec:eme:mfppss:v:33:y:2007:i:8:p:517-533 is not listed on IDEAS
    18. Bali, Turan G., 2008. "The intertemporal relation between expected returns and risk," Journal of Financial Economics, Elsevier, vol. 87(1), pages 101-131, January.
    19. Fama, Eugene F. & French, Kenneth R., 2006. "Profitability, investment and average returns," Journal of Financial Economics, Elsevier, vol. 82(3), pages 491-518, December.
    20. Leon, Angel & Nave, Juan M. & Rubio, Gonzalo, 2007. "The relationship between risk and expected return in Europe," Journal of Banking & Finance, Elsevier, vol. 31(2), pages 495-512, February.
    21. Stephen Bond, 2002. "Dynamic panel data models: a guide to microdata methods and practice," CeMMAP working papers CWP09/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    22. González-Urteaga, Ana & Rubio, Gonzalo, 2021. "The quality premium with leverage and liquidity constraints," International Review of Financial Analysis, Elsevier, vol. 75(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. Meles, Antonio & Salerno, Dario & Sampagnaro, Gabriele & Verdoliva, Vincenzo & Zhang, Jianing, 2023. "The influence of green innovation on default risk: Evidence from Europe," International Review of Economics & Finance, Elsevier, vol. 84(C), pages 692-710.
    2. Richardson, Scott & Tuna, Irem & Wysocki, Peter, 2010. "Accounting anomalies and fundamental analysis: A review of recent research advances," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 410-454, December.
    3. Calvet, Laurent E. & Betermier, Sebastien & Jo, Evan, 2019. "A Supply and Demand Approach to Equity Pricing," CEPR Discussion Papers 13974, C.E.P.R. Discussion Papers.
    4. Carlos Carreira & Luís Lopes, 2016. "Collecting new pieces to the regional knowledge spillovers puzzle: high-tech versus low-tech industries," GEMF Working Papers 2016-06, GEMF, Faculty of Economics, University of Coimbra.
    5. Falavigna, Greta & Ippoliti, Roberto, 2023. "SMEs’ behavior under financial constraints: An empirical investigation on the legal environment and the substitution effect with tax arrears," The North American Journal of Economics and Finance, Elsevier, vol. 66(C).
    6. Clifford S. Asness & Andrea Frazzini & Lasse Heje Pedersen, 2019. "Quality minus junk," Review of Accounting Studies, Springer, vol. 24(1), pages 34-112, March.
    7. Saif-Alyousfi, Abdulazeez Y.H. & Saha, Asish & Alshammari, Turki Rashed, 2023. "Bank diversification and ESG activities: A global perspective," Economic Systems, Elsevier, vol. 47(3).
    8. Maio, Paulo, 2013. "Return decomposition and the Intertemporal CAPM," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 4958-4972.
    9. repec:zbw:rwirep:0123 is not listed on IDEAS
    10. Léopold Djoutsa Wamba & Jean‐Michel Sahut & Eric Braune & Frédéric Teulon, 2020. "Does the optimization of a company's environmental performance reduce its systematic risk? New evidence from European listed companies," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(4), pages 1677-1694, July.
    11. Ayman Hassan Bazhair & Mohammed Naif Alshareef, 2022. "Dynamic relationship between ownership structure and financial performance: a Saudi experience," Cogent Business & Management, Taylor & Francis Journals, vol. 9(1), pages 2098636-209, December.
    12. Sara Kelly Anzinger & Chinmoy Ghosh & Milena Petrova, 2017. "The Other Side of Value: The Effect of Quality on Price and Return in Real Estate," The Journal of Real Estate Finance and Economics, Springer, vol. 54(3), pages 429-457, April.
    13. Jamil, Abd Rahim Md. & Law, Siong Hook & Mohamad Khair-Afham, M.S. & Trinugroho, Irwan, 2023. "Financial inclusion and economic uncertainty in developing countries: The role of digitalisation," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 786-806.
    14. Bittencourt, Manoel, 2011. "Inflation and financial development: Evidence from Brazil," Economic Modelling, Elsevier, vol. 28(1-2), pages 91-99, January.
    15. Zhang, Ming & Du, Panpan & Tu, Xianjin, 2023. "The role of intangible assets in promoting the sustainability of agri-food enterprises: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 928-939.
    16. Committee, Nobel Prize, 2013. "Understanding Asset Prices," Nobel Prize in Economics documents 2013-1, Nobel Prize Committee.
    17. Gnangnon, Sèna Kimm, 2023. "Duration of membership in the world trade organization and investment-oriented remittances inflows," The Quarterly Review of Economics and Finance, Elsevier, vol. 88(C), pages 258-277.
    18. Geng, Hongyan & Guo, Pin & Cheng, Maoyong, 2023. "The dark side of bank FinTech: Evidence from a transition economy," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1811-1830.
    19. Florian Moussi-Beylie, 2023. "The trickle-down theory: a reality in French sports?," TEPP Working Paper 2023-04, TEPP.
    20. Sèna Kimm Gnangnon, 2024. "Export product quality and inclusivity in developing countries," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 32(3), pages 807-843, July.
    21. Isaac Ofoeda & Lordina Amoah & Ebenezer Bugri Anarfo & Joshua Yindenaba Abor, 2024. "Financial inclusion and economic growth: What roles do institutions and financial regulation play?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 29(1), pages 832-848, January.

    More about this item

    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:bla:glopol:v:15:y:2024:i:s1:p:76-91. 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: Wiley-Blackwell Digital Licensing or Christopher F. Baum (email available below). General contact details of provider: https://edirc.repec.org/data/lsepsuk.html .

    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.