In a causal diagram, an instrumental variable is a variable that satisfies the following properties:

• The instrumental variable has a causal effect on the treatment variable.
• The instrumental variable is not associated with unmeasured confounder(s).
• The instrumental variable affects the outcome only via the treatment variable; i.e., there is no direct effect of the instrumental variable on the outcome variable.
• Assumptions: linearity or monotonicity