“…Field experiments, also known as randomized controlled trials (RCTs), have emerged as a leading methodological tool to strengthen causal inference in the social sciences (Banerjee and Duflo 2009). Designed to make causal claims on research questions of interest to scientists, policy makers, and the public, RCTs often require significant resources, substantive interventions in participants’ lives, and partnership with nonacademic implementers (Davis and Michelitch 2022; Haas et al 2022; Teele 2014). Consequently, RCTs carry significant benefits but also costs and risks for participants, research staff, and researchers themselves (Kaplan, Kuhnt, and Steinert 2020).…”