This document discusses various methods of data collection for research. It begins by defining data collection as the process of systematically gathering and measuring information to answer research questions and test hypotheses. It then covers the main types of data (qualitative, quantitative, and mixed methods) and their characteristics. A number of specific primary and secondary data collection methods are outlined, including questionnaires, interviews, observations, experiments, and existing records/documents. Key points about ensuring high quality data collection through appropriate instruments and instructions are also made.