The Non-Specificity of Placebo Effects

Jan 1, 2026·
Thomas Blanchard
Thomas Blanchard
· 0 min read
Abstract
The notion of placebo effect plays an important role in medicine, yet there is no widely accepted characterization of it. This paper defends and refines the view, originating with psychiatrist Arthur Shapiro, that placebo effects are characterized by their non-specificity. Although once influential, Shapiro’s view has faced strong criticism and has largely fallen out of favor. I argue, however, that there are two important and defensible senses in which placebo effects are non-specific, both of which can be made precise within Woodward’s interventionist framework of causation. First, placebo effects lack one–one specificity: when a treatment produces a response via the placebo effect, countless other treatments could produce the same outcome, and the treatment could easily produce many different outcomes. Second, the outcome of a placebo effect cannot be attributed specifically to the treatment itself; instead, patient expectations and conditioning history are the more important causes of the outcome. Drawing on the interventionist account of the dimensions that influence our judgments of causal importance, I show that placebos count as mere background conditions of the responses they provoke because of the non-specificity of their effects and their failure to meet closely related interventionist conditions of proportionality and stability. Properly articulated, the non-specificity account of placebo effects offers substantial conceptual advantages and fares better than competing views in multiple respects.
Type
Publication
European Journal for the Philosophy of Science, forthcoming
publication
Thomas Blanchard
Authors
Maître de Conférences en Philosophie

I am Associate Professor in the philosophy department at the Université Bordeaux Montaigne. Previously, I was a postdoctoral researcher in philosophy and psychology in the Concepts and Cognition Lab at UC-Berkeley for the Varieties of Understanding Project, an Assistant Professor at Illinois Wesleyan University, and an Akademischer Rat (roughly equivalent to assistant professor) at the University of Cologne. I received my Ph.D. from Rutgers University in 2014.

My research is in the philosophy of science, and focuses mainly on causation, causal modeling and causal explanation. I am interested in a wide variety of issues concerning causation including causal asymmetries, levels of causal explanation, the causal exclusion problem, the epistemology of causal inference, causal cognition, and causal decision theory. My work also investigates the use of certain causal concepts and assumptions in particular sciences such as biology, epidemiology and medicine.