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Crowdsourcing is an increasingly popular source of participants in studies of problem gambling. Studies with crowdsourced samples have reported prevalence rates of problem gambling between 10 and 50 times higher than traditional sources of estimates. These elevated rates may be due to study framing motivating self-selection. In this preregistered study, we examined whether study framing influences self-reported problem gambling severity and harmful alcohol use in a sample of participants recruited from a popular crowdsourcing website.

Study framing influences crowdsourced rates of problem gambling and alcohol use disorder.