← Explore Goals Goal

Preference transformation and participant learning that can be tracked throughout the process

Urgent

Related Product Gaps

There are no related product gaps at the moment.

Related Research Questions

What measurement approaches (comparing explicit belief statements, semantic mapping, implicit preference tasks, or network analysis of argument adoption) best capture individual and group learning and preference shifts while remaining feasible to administer at deliberation intervals?

Relevant disciplines

Psychology Statistics & Sampling

How do different methods for measuring preference transformation (pre/post surveys, in-process journaling, exit interviews, or network tracking) correlate with one another and with long-term behavioral change, under different deliberative process formats?

Relevant disciplines

Psychology Statistics & Sampling

Related Capabilities

Gather process data

Urgent Measurability

Ability to gather process data in a cheap, reliable, accessible manner.