Abstract:  Regulations like the GDPR require firms to obtain consumer consent before using data. In response, some firms employ ``dark patterns'' --- interface designs that nudge consumers to share data. We study the causal effects of these designs and how they vary across individuals and firms. To do so, we run a field experiment in…