2017 KLEIN LECTURE: THE SCIENCE OF USING SCIENCE: TOWARD AN UNDERSTANDING OF THE THREATS TO SCALABILITY
Omar Al‐Ubaydli, John A. List, Dana Suskind
Abstract
Abstract Policymakers are increasingly facing the challenge of scaling empirical insights. This study provides a theoretical lens into the science of how to use science. Through a simple model, we highlight three elements of the scale‐up problem: (1) when does evidence become actionable; (2) properties of the population; and (3) properties of the situation. Until these three areas are fully understood, the threats to scalability will render any scaling exercise as particularly vulnerable. Accordingly, our work represents a call for more policy‐based evidence, whereby the nature and extent of the various threats to scalability are explored in the original research program.
Topics & Concepts
ScalabilityComputer scienceData scienceScalingSimple (philosophy)PopulationScale (ratio)Through-the-lens meteringEmpirical evidenceManagement scienceEpistemologySociologyLens (geology)EconomicsEngineeringPhysicsMathematicsPetroleum engineeringDemographyGeometryPhilosophyQuantum mechanicsDatabaseCOVID-19 epidemiological studies