The article explores how changes in credit ratings affect debt and stock markets, especially during the financial crisis. It looks at different regions and the efficiency of the CDS market to understand the impact of rating adjustments. The researchers found that rating agencies played a role in the crisis by not detecting credit quality deterioration early enough. The study also provides insights into the importance of rating changes and the efficiency of the CDS market.