Define Clear Objectives: Before collecting data, be clear about what you're trying to learn. This ensures that you gather data that is relevant and actionable.
Ensure Privacy and Ethical Considerations: Adhere to data protection regulations (e.g., FERPA in the US) when collecting and analyzing data. Ensure transparency and obtain consent when necessary.
Use a Mixed-Methods Approach: Combine quantitative data with qualitative insights so as to get comprehensive understanding of your audience. Those include but are not limited to: