This is a protocol for a clustered randomized trial comparing team-based versus problem-based training for nursing home staff to deliver non-pharmacological care for residents with dementia. The trial will measure the effectiveness of these approaches on resident outcomes, particularly off-label antipsychotic use, and explore whether they are protective during the COVID-19 pandemic.