Governments are considering financial incentives to increase vaccine uptake to end the COVID-19 pandemic. Incentives being offered include cash-equivalents such as vouchers or being entered into lotteries. Our experiment involved random assignment of 1,628 unvaccinated participants in the United States to one of three 45 second informational videos promoting vaccination with messages about: (a) health benefits of COVID-19 vaccines (control); (b) being entered into lotteries; or (c) receiving cash equivalent vouchers. After seeing the control health information video, 16% of individuals wanted information on where to get vaccinated. This compared with 14% of those assigned to the lottery video (odds ratio of 0.82 relative to control: 95% credible interval 0.57-1.17) and 22% of those assigned to the cash voucher video (odds ratio of 1.53 relative to control: 95% credible interval 1.11-2.11). These results support greater use of cash vouchers to promote COVID-19 vaccine uptake and do not support the use of lottery incentives.
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R Syntax - 2.4 KB - MD5: 63e907666e8e0b207f92b65adb6d62c8
read additional data management for new voting variable
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Bayesian model using JAGS. Version with treatment and confounders but no random effects
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Bayesian model of education interaction using JAGS software
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Bayesian model of gender interaction using JAGS software
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Bayesian model using JAGS software on high-performance-computer
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Bayesian model of race interaction using JAGS software
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Bayesian model of trump interaction using JAGS software
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Bayesian model using JAGS; version with just treatment
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Analysis of video surveys from CANDOUR project. Version using odds ratios
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Analysis of video surveys from CANDOUR project
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