This scoping review maps communication strategies employed by political leaders in countries that experienced high infection rates during the COVID-19 pandemic. Using the Arksey and O’Malley scoping review framework, this study systematically explored the literature from 2019 to October 2023. The process involved identifying and selecting relevant studies, charting them, and summarizing the data from the 40 articles that met the inclusion criteria. This review identified a diverse array of communication strategies, which highlight the complex nature of crisis communication. These strategies featured the use of social media, science-based policy communication, strategic narrative control, empathy, ideological influences, and storytelling. These six approaches underscore the importance of adaptability and context-specific strategies in political leadership during a health crisis. The findings demonstrate that political communication during the pandemic varied significantly and was influenced by factors such as media platform, political ideology, gender, and non-verbal cues. This review enriches our understanding of crisis communication in political contexts. It emphasizes the necessity of combining traditional and digital media and considering various sociopolitical factors. The insights gained are crucial for enhancing crisis management and public trust, and they set the stage for further research and practical application in crisis communication.