Data Essentials

Collect data with purpose, consent, and privacy in mind. Clearly define what data is needed and why it matters for the program.

Use multiple sources such as surveys, focus groups, interviews, and anonymized feedback tools. Design questions to minimize bias and protect respondent anonymity.

Establish data governance to store data securely, limit access, and retain information only as long as needed. Comply with applicable laws and policies.

Apply representative sampling and baselines to measure change over time without overburdening participants.