Qualitative research focuses on understanding human behavior and social phenomena through non-numerical data, while quantitative research emphasizes generating numerical data and statistical analysis. The two research methods differ in their approaches, sampling techniques, and data collection processes, with qualitative being more exploratory and subjective, and quantitative being more conclusive and objective. Both methods have specific purposes and processes for formulating hypotheses, collecting, and analyzing data.