As global population and consumption of water rise, concerns that humankind is entering a new age of global water scarcity are increasingly widespread (Liu et al., 2017). To some, this rising water scarcity is worrisome because water is uniquely essential for myriad purposes-drinking and critical domestic uses, as an input to food and industrial production, and for general human and ecological well-being (Hanemann, 2006). Some predict that water's essentialness will inevitably lead to a zero sum game and loss of livelihoods for specific users, widespread social destabilization, and environmental damage (Joy et al., 2020;Postel, 2000). Such warnings are perhaps most commonly heard in countries or regions where water scarcity is becoming a binding constraint, for example, the Middle East, Western United States, parts of Australia, and in river basins with intense water competition (e.g., the upstream Ganges, Nile, Mekong, or Tigris-Euphrates). Indeed, much of the globe already experiences acute economic water scarcity, due to a lack of high quality infrastructure and an inability of institutions to consistently provide the resource to end users (Rijsberman, 2006). However, both institutional and infrastructure solutions, when designed and operated effectively, can dramatically improve water management, and thereby ease tensions.At the same time, the effects of both water infrastructure and management interventions often vary, and need to be understood within their particular contexts. Learning which interventions work, and under what conditions, is vitally important, both for the very practical work of informing subsequent context-specific interventions, and for applying broader lessons about drivers and impediments of key mechanisms of change to other contexts. Still, the methods to learn about impacts and mechanisms in the water sector-particularly the science of impact evaluation (IE) as applied to water and sanitation projects-remain imperfect. In short, the fundamental challenge facing researchers working on such IEs is to isolate causal effects of infrastructure from the many other contemporaneous changes that affect water supply and sanitation services, water resources systems, and human welfare and well-being. In addition, as we discuss in this paper, the typical "gold standard" methodology for determining causal impacts, the randomized controlled trial (RCT) (