Secondary Outcomes (explanation)
Secondary outcomes are measured through a combination of closed and open-ended items in the post-survey only:
Perceived usefulness and engagement is assessed through open-ended questions asking participants to describe situations where the assigned material would be useful and to share their genuine thoughts about it (both post-surveys). For the treatment group only, additional open-ended items capture suggestions for improving the tool and how interacting with UCAP affected their climate thinking.
Tool interaction breadth (treatment only) is measured through a checklist of UCAP features the participant interacted with, including the tutorial, Data tab, Story tab, Take Action tab, Letters from the Future stories, slider bars, location search, and emissions scenario toggle . The most and least liked features are also captured.
Qualitative change in climate thinking is captured in both groups through an open-ended item asking how the assigned activity affected their thinking about climate change.
Compliance and dosage measures are collected in the control post-survey through items on time spent reading, percentage of the article read, and sections of the article completed. An attention-check item asking about the spatial resolution of the assigned article is also included to assess reading compliance. For the treatment group, feature interaction checklists serve as the equivalent dosage measure.