The data set contains rating scales on the willingness of the Swiss resident population to take risks in connection with touristic travel during the coronavirus pandemic. The data includes a selection of items of the Domain-Specific Risk-Taking Scale (DOSPERT) (Weber et al., 2002), the health belief model (HBM; Rosenstock, 1974, see also Champion & Skinner, 2008), and the theory of planned behaviour (Ajzen, 1991) to predict tourists’ intentions to travel under implementation of specific NPIs and the vaccination passport. The dataset contains data of N = 2’018 participants that have been collected between March 29 and April 9, 2021, based on a representative quota sampling (language region, age, gender). The data were collected based on a computer assisted web interview (CAWI) of a leading Swiss market research company. The following travel-related protective measures were tested regarding the constructs of the above-mentioned theories: Vaccination passport Surgical masks Travel warnings Rapid Testing at points of entry FFP2 masks PCR tests taken 72h before travel 10-day quarantine of returning travelers from high-risk areas 14-day quarantine of inbound travelers Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50, 179-211. https://doi.org/10.1016/0749-5978(91)90020-T Rosenstock, I. M., (1974). The health belief model and preventive health behavior. Health Education Monographs, 2, 354-386. https://doi.org/10.1177/109019817400200405 Weber, E. U., Blais, A.-R., & Betz, N. E. (2002). A domain-specific risk-attitude scale: Measuring risk perceptions and risk behaviors. Journal of Behavior Decision Making, 15, 263-290. https://doi.org/10.1002/bdm.414 Champion, V. L., & Skinner, C. S. (2008). The health belief model. In K. Glanz, B. K. Rimer, & K. Viswanath (Eds.), Health Behavior and Health Education. Theory, Research, and Practice (4 ed, pp. 45-65). San Francisco, CA: Jossey-Bass.