As the virus continues to spread, countries seek ways to restart their economies and allow citizens to move freely without reigniting the pandemic. The SARS-CoV-2 virus responsible for COVID-19 has infected more than 360 million individuals worldwide and resulted in more than 5.6 million deaths. Minor differences in predictive factors were found between countries and results were modeled separately to provide national accounts of these data. By contrast, gender (woman OR 0.9, 95% CI 0.82-0.98), immunity passport concern (OR 0.61, 95% CI 0.57-0.65), and risk of harm to society (OR 0.71, 95% CI 0.67-0.76) predicted a decrease in support for immunity passports. International results showed neoliberal worldviews (odds ratio 1.17, 95% CI 1.13-1.22), personal concern (OR 1.07, 95% CI 1.00-1.16), perceived virus severity (OR 1.07, 95% CI 1.01-1.14), the fairness of immunity passports (OR 2.51, 95% CI 2.36-2.66), liking immunity passports (OR 2.77, 95% CI 2.61-2.94), and a willingness to become infected to gain an immunity passport (OR 1.6, 95% CI 1.51-1.68) were all predictive factors of immunity passport support. Bayesian generalized linear mixed effects modeling was used to assess predictive factors for immunity passport support across countries.
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