in LLM adoption. Therefore, we call for removing barriers to LLM adoption. Important steps are supporting technology
education, promoting ethical and privacy-preserving use, addressing inaccuracies and biases in LLMs, and targeting
support structures toward disadvantaged demographic profiles. Future studies should expand our analyses beyond the
US to cater to specific needs across cultural backgrounds.
Adoptionand AppropriationofLLMs