Richard J. Gray and colleagues address the significant issue of imposter participants in online nursing research, highlighting how fraudulent entries undermine data integrity and patient safety. The article discusses definitions, red flags, implications, and strategies for researchers to detect and manage these participants, emphasizing the need for vigilance and institutional support.