Descriptive research and qualitative research both aim to describe phenomena as they occur naturally. Descriptive research typically begins with a predefined research question and collects quantitative data through non-experimental methods like surveys. Qualitative research develops methodologies to study human behavior in context without predetermined notions, gathering data from subjects' perspectives through experimental methods. While both describe natural phenomena, qualitative research induces patterns from data rather than testing hypotheses.