Open Platform Field Experiments: Expanding the Design Space of Experimental Research on Social Media

Independent researchers face significant constraints in conducting direct experiments on online social media platforms to gather causal evidence. Traditional workarounds involve trade-offs between experimental properties. The emergence of open social media platforms introduces a new methodology, 'Open Platform Field Experiments' (OPFEs), which offers a distinct approach to enable direct experimentation by independent researchers.

This development addresses a critical challenge in understanding social media's impact by enhancing the rigor and independence of research. It can lead to more robust causal evidence, informing strategic decisions, policy formulation, and platform governance with greater accuracy.

Independent researchers are significantly limited in their capacity to conduct direct experiments on online platforms.

Forward consideration, not a verified fact.