Research on the tip-of-the-tongue phenomenon is being explored in relation to mnemonic factors. However, reports on the topic appear to be inconsistent, with some studies focusing on cognitive styles and false memories, while others seem unrelated, discussing head and neck cancer guidelines or semantic embeddings in psychological measurement. The connection between these various areas of study and the tip-of-the-tongue phenomenon is unclear.