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How well do covariates perform when adjusting for sampling bias in online COVID-19 research? Insights from multiverse analyses

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COVID-19 research has relied heavily on convenience-based samples, which-though often necessary-are susceptible to important sampling biases. We begin with a theoretical overview and introduction to the dynamics that underlie sampling bias. We then empirically... ...