Experimental Design
We administer a baseline survey during the pre-intervention registration phase, and collect information on participants' research domain,
research interests, home institution, demographics, rank, and other psychosocial measures. During the intervention, we aim to collect information on participants' task completion, interactions with other participants, length of participation, etc. Upon completion of the intervention, we again administer an endline survey that collects information on participants' self-reported productivity and other psychosocial measures. As part of the endline survey, participants may share their writing samples with the research team, which allows the research team to conduct semantic analyses. The research team will also collect grants submission data from participants' home institutions, and scrape publicly available grants acceptance, paper publication, conference submissions data. To measure program efficacy, we compare differences between the control and treated groups in productivity, innovation, and other psychosocial measures.