Policy
Case studies
Bechtel Carbon Tax Policy Study: Simulated vs. Published ResultsPolicy and public-affairs teams weighing a costly, slow fielded study on a carbon tax package need to know whether a simulated discrete-choice experiment gets close enough to…
Case studies
Checking a simulated immigration-attitudes study against Hainmueller & Hopkins 2015A research or policy team weighing whether to trust a simulated discrete-choice result on a politically sensitive topic needs a prior human benchmark, not a general accuracy…
Use cases
Choosing AI Feature Disclosure Wording Before It ShipsA product or trust-and-safety leader signing off on a new AI feature must choose the exact sentence beside the activation control: which verb voice describes the data use, whether…
Case studies
Does a Synthetic Panel Replicate Wind-Developer Policy Preferences? The Luthi ReplicationA synthetic replication of a 2011 fielded discrete-choice study on wind-energy policy preferences produced a rank correlation of r_s = .7884 (p = .0004) against the original…
Industries
How Government Communications Teams Can Pre-Test Public Messaging Before LaunchA government communications team can compare draft public messages against a defined citizen population before launch, using a randomized experiment on a simulation, validated…
Case studies
Does a Simulated Population Reproduce a Published Refugee-Preference Study? The Adida ReplicationA policy researcher, DEI research lead, or research methodologist weighing a simulated discrete-choice experiment for a sensitive, non-commercial topic needs more than a…