Body mass index has been studied as one of the factors that negatively influences COVID-19. In this work, we intend to analyze this influence. A representative sample of the population of Beira Interior was used (around 2%), on which immunity research and a socio-demographic survey were carried out. It was found that obesity influences the vaccination rate, and that all other variables analyzed were not influenced by body mass index.