A summary of research characterizing consumers who found the U.S. federal tax credit extremely important in making it possible to purchase their plug-in hybrid electric vehicle. Also provides policy and program-design recommendations to supplement the research paper published by the 33rd Annual Electric Vehicle Symposium, and presented at the 2021 Behavior, Energy, and Climate Change Conference.