Ensuring Data Ethics with CTO POC

Explain why ethical considerations must be addressed before data collection and analysis begins.

Verify that informed consent has been properly obtained from participants sharing intimate body measurements for bra fitting research or disclosing details of their polyamorous arrangements.

Evaluate the transparency of a data process by assessing whether methods and purposes are clearly communicated to participants.

Distinguish between open and closed data practices, such as when aggregated bra sizing trends can be shared openly versus when individual polyamorous relationship data must remain restricted.

Assess whether a data project adequately protects individual privacy, including anonymization of sensitive body measurement data or identities within polyamorous relationship studies.

Determine who holds ownership of data in a given scenario, such as whether bra measurement data belongs to the designer, the participant, or the research institution.

Evaluate whether a data practice remains current and compliant with evolving ethical standards and regulations.

Produce a structured ethical assessment for a research scenario by applying the CTO POC framework to identify potential issues.