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Determining Factors and their Impacts on the Ratings of Companies and Countries

Author

Listed:
  • Lima, Fabiano Guasti

    (Universidade de São Paulo)

  • Paulino, Carolina Trinca

    (Universidade de São Paulo)

  • Franco Silveira, Rodrigo Lanna

    (Universidade Estadual de Campinas)

  • Gatsios, Rafael Confetti

    (Universidade de São Paulo)

  • Neto, Alexandre Assaf

    (Instituto Assaf)

Abstract

In the face ofthe latest world financial crises, the ratings released by the regulatory agencies have gained distinction in the financial market. This paper proposesmodels to predict the future ratings of companies and countries. The analysis was carried out using quarterly data from 2010 to 2018 from companies in Brazil, South Africa, Germany, Argentina, Australia, Canada, Chile, China, Colombia, South Korea, the United States, France, Italy, Japan, Mexico, Peru, the United Kingdom, Russia,and India.The sample's number of companies and countries is limited to the availability of rating information and the other model information. We use the panel-orderedlogit model for classifying the rating and the other economic and financial variables as an independent. The results show that the financial and economic variables are essentialto predict the rating of financial and non-financial companies in Brazil as well as the sovereign rating of the sample countries. The predictive capacity of the models reached values close to 80%, emphasizingthe forecasts of large banks with 94% accuracy. For the country sample, the results are close to 80% accuracy. With the results of the research, improvement in the financial and economic indicators and the increase in the predictive capacity of the market agents for the prior determination of future ratings of financial companies are expected.

Suggested Citation

  • Lima, Fabiano Guasti & Paulino, Carolina Trinca & Franco Silveira, Rodrigo Lanna & Gatsios, Rafael Confetti & Neto, Alexandre Assaf, 2022. "Determining Factors and their Impacts on the Ratings of Companies and Countries," EkBis: Jurnal Ekonomi dan Bisnis, UIN Sunan Kalijaga Yogyakarta, vol. 6(1), pages 16-29, June.
  • Handle: RePEc:ris:ekbisj:1479
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    More about this item

    Keywords

    Rating; Risk; Informational asymmetry;
    All these keywords.

    JEL classification:

    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

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