Data collection is an important part of research that requires standardized methods to gather accurate information. There are two main types of data collection: primary data collected directly from individuals through methods like interviews, observations, questionnaires, and diaries, and secondary data collected from outside sources like hospital records, censuses, and surveys. Inaccurate data collection can compromise the validity of research results.