Marketing
Two main characteristics of effective data collection are validity and reliability. Validity means that the research questions measure the intended subject area. Reliability means that the respondents to the questions should interpret the questions in the same way. Data collection instruments should be clear and easy to understand and properly administered to develop valid and reliable data.