Both qualitative and descriptive research aim to describe phenomena as they occur naturally without manipulation or experimentation. Qualitative research collects in-depth data in a natural environment to understand behaviors, while descriptive research establishes hypotheses and collects specific data to describe problems or answer questions. Both approaches aim to describe phenomena with low manipulation and control in the research environment.