Data Science · Beginner level

Beginner level · Module 5: Data Privacy and Ethics in Analysis · Lesson 3 of 3

Consent, Purpose and Responsible Sharing

Use data only for agreed purposes, share it safely and follow your organisation's policies.

In this lesson you will

  • Check consent and purpose before using data
  • Share data with appropriate safeguards

Key concepts

informed consentpurpose limitationdata sharing agreementsecure transfer

The lesson

People agreed to give data for a purpose. Using it for something very different — such as sharing beneficiary lists with another organisation — needs a clear justification and often new consent.

Share the minimum needed: aggregated tables rather than raw data, and raw data only under an agreement that limits use, storage and onward sharing.

Transfer data securely — encrypted files, protected folders — never as open email attachments or messaging-app forwards. Follow your organisation's data protection policy and applicable law.

Step by step

  1. Read the survey's consent statement.
  2. Decide which uses it allows.
  3. Write a data sharing note for the water committee.
  4. Choose a secure way to share the files.

Practice activity

Finish the water project with its privacy note and present the brief.

Expected result: A completed project whose privacy note explains what was shared, with whom and how.

Check your understanding

  1. What is purpose limitation?

    Show answer

    Using data only for the purposes people were told about.

  2. Why share aggregated tables instead of raw data where possible?

    Show answer

    They meet most needs while exposing far less personal information.

Taught live by an instructor — online or in person. Free course lessons are for self-study and do not lead to a certificate — see registration options.