The “voltage effect” is defined as the tendency for a program’s efficacy to change when it is scaled up, which in most cases results in the absolute size of a program’s treatment effects to diminish when the program is scaled. Understanding the scaling problem and taking steps to diminish voltage drops are important because if left unaddressed, the scaling problem can weaken the public’s faith in science, and it can lead to a misallocation of public resources. There exists a growing literature illustrating the prevalence of the scaling problem, explaining its causes, and proposing countermeasures. This paper adds to the literature by providing a simple model of the scaling problem that is consistent with rational expectations by the key stakeholders. Our model highlights that asymmetric information is a key contributor to the voltage effect.

More on this topic

BFI Working Paper·Oct 6, 2026
Jacob Goldin and David Weisbach
Topics: Uncategorized
BFI Working Paper·Aug 4, 2026

Two Selection Problems, One Bias Term: Experimental Sign-Up Is Treatment Choice in Disguise

John List
Topics: Uncategorized
BFI Working Paper·Jun 23, 2026

Misleading Estimates from Nonlinear Models with a Binary Outcome

Brian Curran, Bruce Meyer, and Derek Wu
Topics: Uncategorized