In-depth interviews are a qualitative data collection method that involves direct, one-on-one conversations between an interviewer and a participant. These interviews are designed to gather detailed insights into the participant's thoughts, feelings, and experiences regarding a specific topic or issue. This method allows for deeper exploration of complex subjects and helps uncover underlying motivations and attitudes.