Background: A critical factor in achieving widespread immunity against COVID-19 is the willingness of previously unvaccinated individuals to get vaccinated. Medical staff play a key role in this, as they ensure healthcare during the pandemic and for many serve as a source of information about vaccinations. Among the factors that negatively influence the general willingness to get vaccinated are conspiracy assumptions and the spread of misinformation. Objective: The willingness of hospital staff in Germany to get vaccinated and various influencing variables were examined to obtain indicators that could help increase the general willingness to get vaccinated. Methods: Between January and June 2021, a voluntary and anonymous online survey conducted as part of the egePan joint project of the national network for university medicine (funded by the Federal Ministry of Education and Research) was used to assess the willingness to be vaccinated, individual social characteristics, the belief in conspiracy assumptions, and communication items in German hospitals. Results: In comparison with the general population, physicians and scientific staff in particular indicated an increased willingness to get vaccinated. Conspiracy assumptions were not very widespread but most frequent among administrative and nursing staff. Conspiracy assumptions were negatively associated with the willingness to get vaccinated. Predictors for a higher willingness to get vaccinated were the perceived safety and effectiveness of vaccinations and a higher age. Discussion: Since the perceived safety and effectiveness of vaccinations have a positive effect on the willingness to get vaccinated, educational work and transparent information transfer could counteract the spread of conspiracy assumptions and increase vaccination rates among hospital staff.