Research on the retraction of COVID-19 papers examines the unusually high retraction rates during the pandemic and explores methods for early detection of problematic publications. Studies have investigated factors contributing to these retractions, such as time constraints and academic competition, as well as the potential of social media platforms like Twitter to identify issues in scientific papers before their formal retraction.